Written by Jodi Kantor, Karen Weise and Grace Ashford
Last September, Ann Castillo noticed an e-mail from Amazon that made no sense. Her husband had labored for the corporate for 5 years, most just lately on the supersize warehouse on Staten Island that served because the retailer’s essential pipeline to New York City. Now it wished him again on the night time shift.
“We notified your manager and HR about your return to work on Oct. 1, 2020,” the message stated.
Castillo was incredulous. While working obligatory time beyond regulation within the spring, her 42-year-old husband, Alberto, had been among the many first wave of workers on the web site to check optimistic for the coronavirus. Ravaged by fevers and infections, he suffered in depth mind harm. On checks of responsiveness, Ann Castillo stated, “his score was almost nothing.”
For months, Ann Castillo, a well mannered, get-it-done bodily therapist, had been alerting the corporate that her husband, who had been proud to work for the retail big, was severely in poor health. The responses had been disjointed and complicated. Emails and calls to Amazon’s automated methods typically dead-ended. The firm’s advantages had been beneficiant, however she had been left panicking as incapacity funds mysteriously halted. She managed to talk to a number of human sources staff, certainly one of whom reinstated the funds, however after that, the dialogue principally reverted to cellphone bushes, auto-replies and voicemail messages on her husband’s cellphone asking if he was coming again.
The return-to-work summons deepened her suspicion that Amazon didn’t totally register his state of affairs. “Haven’t they kept track of what happened to him?” she stated. She wished to ask the corporate: “Are your workers disposable? Can you just replace them?”
Ana Castillo tends to her husband, Alberto Castillo, at their residence in Fords, N.J., on Dec. 4, 2020. While working obligatory time beyond regulation at Amazon’s warehouse on Staten Island in New York City, within the spring, Castillo had been among the many first wave of workers on the web site to check optimistic for the coronavirus. (The New York Times)
Alberto Castillo’s office, the one Amazon success heart in America’s largest metropolis, was attaining the not possible throughout the pandemic. With New York’s traditional industries struggling mass collapse, the warehouse, known as JFK8, absorbed lodge staff, actors, bartenders and dancers, paying almost $18 an hour. Driven by a brand new sense of mission to serve clients afraid to buy in particular person, JFK8 helped Amazon smash transport information, attain stratospheric gross sales, and ebook the equal of the earlier three years’ earnings rolled into one.
That success, pace and agility had been attainable as a result of Amazon and its founder, Jeff Bezos, had pioneered new methods of mass-managing individuals via know-how, counting on a maze of methods that minimized human contact to develop unconstrained.
But the corporate was faltering in methods outsiders couldn’t see, in line with a New York Times examination of JFK8 during the last yr.
In distinction to its exact, refined processing of packages, Amazon’s mannequin for managing individuals — closely reliant on metrics, apps and chatbots — was uneven and strained even earlier than the coronavirus arrived, with workers typically having to behave as their very own caseworkers, interviews and information present. Amid the pandemic, Amazon’s system burned via staff, resulted in inadvertent firings and stalled advantages, and impeded communication, casting a shadow over a enterprise success story for the ages.
Amazon took steps unprecedented on the firm to supply leniency, however then at instances contradicted or ended them. Workers like Alberto Castillo at JFK8 had been instructed to take as a lot unpaid break day as they wanted, then hit with obligatory time beyond regulation. When Amazon supplied workers versatile private leaves, the system dealing with them jammed, issuing a blizzard of job-abandonment notices to staff and sending employees scrambling to save lots of them, in line with human sources and warehouse workers.
After absences initially soared and disrupted transport, Amazon left workers principally at the hours of darkness concerning the toll of the virus. The firm didn’t inform staff at JFK8 or different warehouses the variety of instances, inflicting them to fret whether or not notifications about “individuals” testing optimistic meant two or 22. While Amazon stated publicly that it was disclosing confirmed instances to well being officers, New York City information present no reported instances till November. The firm and metropolis officers dispute what occurred.
Amazon continued to trace each minute of most warehouse staff’ shifts, from how briskly they packed merchandise to how lengthy they paused — the form of monitoring that spurred a failed unionization drive led by pissed off Black workers at an Alabama warehouse this spring. If productiveness flagged, Amazon’s computer systems assumed the employee was responsible. Early within the pandemic, the web retailer paused its firing of workers for low output, however that change was not introduced clearly at JFK8, so some staff nonetheless feared that transferring too slowly would price them their livelihoods.
“It is very important that area managers understand that associates are more than just numbers,” an worker wrote on JFK8’s inside suggestions board final fall, including: “We are human beings. We are not tools used to make their daily/weekly goals and rates.”
A barbecue in a parking zone at JFK8, Amazon’s warehouse on Staten Island, on May 13, 2021, a part of a unionization drive by Chris Smalls, left, and Derrick Palmer. Each yr, lots of of 1000’s of Amazon staff churn via an unlimited mechanism that hires and screens, disciplines and fires. (The New York Times)
The firm touted breathtaking job-creation numbers: From July to October 2020 alone, it scooped up 350,000 new staff, greater than the inhabitants of St. Louis. Many recruits — employed via laptop screening, with little dialog or vetting — lasted simply days or even weeks.
Even earlier than the pandemic, beforehand unreported knowledge reveals, Amazon misplaced about 3% of its hourly associates every week, that means the turnover amongst its workforce was roughly 150% a yr. That price, nearly double that of the retail and logistics industries, has made some executives fear about working out of staff throughout America.
In documenting the untold story of how the pandemic uncovered the facility and peril of Amazon’s employment system, reporters interviewed almost 200 present and former workers, from new hires on the JFK8 bus cease to back-office staff abroad to managers on Staten Island and in Seattle. The Times additionally reviewed firm paperwork, authorized filings and authorities information, in addition to posts from warehouse suggestions boards that served as a real-time ticker of employee issues.
This April, Bezos stated he was happy with the corporate’s work tradition, the “achievable” productiveness objectives, the pay and advantages. In interviews, the pinnacle of human sources for warehouses and the overall supervisor of JFK8 stated that the corporate prioritized worker welfare, famous that it had expanded its HR employees and cited inside surveys displaying excessive employee satisfaction. Some managers from JFK8 and past described constructing deep relationships with their groups.
Amazon acknowledged some points with inadvertent firings, lack of advantages, job abandonment notices and leaves, however declined to reveal how many individuals had been affected. Kelly Nantel, a spokeswoman, advised that these issues and a few others chronicled on this article had been outliers.
Ofori Agboka, the HR chief, famous that social distancing and masking had made it more durable to have interaction workers in private methods throughout the pandemic. Still, he stated, “98% of everything’s going great — people are having the right experiences,” getting the assistance they want when they need it.
But a number of former executives who helped design Amazon’s methods, and nonetheless name themselves admirers of the corporate, stated the excessive turnover, stress over productiveness and penalties of scaling up have grow to be too essential to disregard. The firm has not ambitiously addressed these points, stated Paul Stroup, who till just lately led company groups dedicated to understanding warehouse staff.
“Amazon can solve pretty much any problem it puts its mind behind,” he stated in an interview. The human sources division, although, had nowhere close to the main focus, rigor and funding of Amazon’s logistical operations, the place he had beforehand labored. “It felt like I was in a different company,” he stated.
David Niekerk, a former Amazon vp who constructed the warehouse human sources operations, stated that some issues stemmed from concepts the corporate had developed when it was a lot smaller. Bezos didn’t need an entrenched workforce, calling it “a march to mediocrity,” Niekerk recalled, and noticed low-skilled jobs as comparatively short-term. As Amazon quickly grew, Niekerk stated, its insurance policies couldn’t be carried out with equity and care. “It is just a numbers game in many ways,” he stated. “The culture gets lost.”
Even Bezos, in his ultimate lap as CEO of the corporate he created, is now making startling concessions concerning the system he invented. In a current letter to shareholders, he stated the union effort confirmed that “we need a better vision for how we create value for employees — a vision for their success.”
“We have always wanted to be Earth’s most customer-centric company,” he wrote. Now, he added, “we are going to be Earth’s best employer and Earth’s safest place to work.”
Amazon can also be on tempo to grow to be the nation’s largest personal employer inside a yr or two, because it continues increasing. About 1 million individuals within the United States, most of them hourly staff, now depend on the corporate’s wages and advantages. Many describe the job as rewarding. Adama Ndoye had supported her household on her JFK8 pay whereas attending school remotely. “Lights on, food, clothes, everything,” she stated. Dawn George, a chef, stated she was grateful to JFK8 for taking her in after lodge kitchen jobs disappeared final spring. “I’m willing to work my socks off just for an hourly income,” she stated.
Some admire Amazon’s ambition. “It was like being a pitcher on a team that had a game every night,” stated Dan Cavagnaro, who began at JFK8 when it opened in 2018 and labored with Alberto Castillo.
But Cavagnaro was mistakenly fired in July whereas making an attempt to return from go away, and couldn’t attain anybody to assist.
“Please note the following,” he wrote in his ultimate, unanswered e-mail plea. “I WISH TO REMAIN EMPLOYED WITH AMAZON.”
Traci Weishalla, a supervisor, at JFK8, Amazon’s warehouse on Staten Island, on March 2, 2021. The supersize warehouse serves because the retailerÕs essential pipeline to New York City. (The New York Times)
‘Like a Ghost Town’
In late March 2020, Traci Weishalla walked the size of JFK8, forgoing the fluorescent vest that marked her as a supervisor. She wished an unfiltered have a look at what she would quickly be serving to to supervise: a warehouse the dimensions of 15 soccer fields, serving America’s largest metropolis simply because it was changing into the nationwide epicenter of the pandemic.
The noise, from conveyor belts whipping round packages, was just like the roar of an oncoming subway prepare. Built to overcome essentially the most profitable market within the nation, the power ran nearly 24 hours a day, seven days every week.
Weishalla had helped open the warehouse a yr and a half earlier, and now — as homebound clients throughout the nation clamored for thermometers, disinfectant and puzzles — she noticed alternative and function in her return as assistant normal supervisor. For a corporation that dealt in logistical miracles, the coronavirus was simply one other impediment to beat, she stated.
“That’s what we do,” Weishalla, 38, defined later. “We work to figure out the impossible problems.”
But Amazon’s mighty system was lurching. Semi vehicles sat at warehouses across the nation, with out sufficient staff to unload them. Customers found that gadgets the corporate had deemed nonessential would possibly take a month to reach — an eternity for a enterprise that had routinely delivered inside two days.
One essential purpose: Warehouse laborers weren’t displaying up.
To lure them again, Amazon supplied a short lived $2-an-hour increase, double pay for time beyond regulation and, for the primary time, limitless unpaid break day. Executives thought that staff ought to be capable of keep residence with out worry of being fired, and that with higher flexibility, some would possibly nonetheless are available in for a part of a shift, in line with two individuals conversant in the choice. (Like another senior leaders on this article, they spoke on the situation of anonymity as a result of they weren’t approved to remark.)
Across the nation, nearly a 3rd of Amazon’s 500,000 staff had been staying residence. Some new hires deserted jobs earlier than they even started, in line with former recruiters. JFK8 “was like a ghost town,” recalled Arthur Turner, a employee who remained.
A visiting nurse waves down the ambulance bringing Albert Castillo from the hospital to his residence in Fords, N.J., for hospice care on Dec. 4, 2020. While working obligatory time beyond regulation at Amazon’s warehouse on Staten Island in New York City, within the spring, Castillo had been among the many first wave of workers on the web site to check optimistic for the coronavirus. (The New York Times)
Even Alberto Castillo thought-about staying residence. The numbers on the information had been unfathomable: a minimum of 20,000 New Yorkers already contaminated, metropolis hospitals jammed, as many as 1.7 million deaths projected nationwide.
But this was no time to go with out his revenue: The Castillos, immigrants from the Philippines, yearned to purchase a home. He labored nights, troubleshooting and coaching with mild mastery, frequent jokes and “Star Wars” references, colleagues stated, and he had simply utilized for a promotion.
JFK8 was additionally giving contradictory directions: Despite Amazon’s promise of unpaid break day, staff had been alerted that each division could be on obligatory time beyond regulation.
When Alberto Castillo arrived on March 24, he heard the warehouse had its first optimistic case. He messaged his boss, who replied, “Yes, forgot to bring that up,” and added that everybody who labored with the worker had been notified. Alberto Castillo known as his spouse to debate whether or not to move residence. They determined he would end out his shift.
On the daybreak drive again to New Jersey, his throat started itching.
Derrick Palmer in Elizabeth, N.J., on Feb. 9, 2021. As the virus arrived at JFK8, the Amazon warehouse on Staten Island the place he labored, Palmer nervous about how Amazon would shield and talk with staff. (The New York Times)
Organized Labor
That morning, two staff drove in the wrong way, beelined to JFK8’s break room and instructed dozens of colleagues: The virus had breached the warehouse, Amazon couldn’t be trusted to inform them the reality and the power needs to be shut down.
Derrick Palmer and Chris Smalls, Amazon teammates and greatest associates, weren’t a part of any formal effort. Their employer thought-about unionization a dire risk, and had even backed out of constructing a second headquarters in New York partly over potential labor-organizing plans. A retail staff union had as soon as boldly declared that JFK8 would grow to be the primary unionized Amazon warehouse within the nation, however the effort had died.
Both males had been at Amazon since 2015 and knew the corporate from the bottom rungs. Palmer, then 31, was observant and deliberate, so match that he typically headed to the health club after a 10-hour shift. After dropping out of neighborhood school, he labored in a string of warehouses, joined Amazon and was now a “picker” at JFK8, pulling merchandise off robotic cabinets. He typically produced high numbers on the software program that tracked productiveness, and had been chosen to coach others and assist open a warehouse in Illinois.
He additionally felt let down, believing that Amazon’s towering success didn’t accrue to staff like him. Employees felt managed largely by app, algorithm and strict however poorly defined guidelines, he stated. When he met Weishalla at a 2019 session for staff to share suggestions, he stated, he requested extra human interplay from administration and instructed her he aspired to a job like hers. But he noticed no adjustments. “If we go beyond the requirements, there’s no reward,” he stated in an interview.
When Palmer final sought a promotion, in early 2020, he was amongst 382 individuals who utilized for the place. Though he didn’t comprehend it, the percentages had been steep by design, an outgrowth of Bezos’ administration philosophies.
Amazon deliberately restricted upward mobility for hourly staff, stated Niekerk, the previous HR vp who retired in 2016 after almost 17 years on the firm. Dave Clark, then head of operations, had shot down his proposal round 2014 to create extra management roles for hourly workers, much like noncommissioned officers within the navy, he recalled.
Instead, Clark, who’s now chief government of Amazon’s client enterprise, wished to double down on hiring “wicked smart” frontline managers straight out of school, stated Niekerk. By distinction, greater than 75% of managers in Walmart’s U.S. shops began as hourly workers. Following a sample throughout Amazon, JFK8 promoted 220 individuals final yr amongst its greater than 5,000 workers, a price that’s lower than half of Walmart’s.
Amazon’s founder didn’t need hourly staff to stay round for lengthy, viewing “a large, disgruntled” workforce as a risk, Niekerk recalled. Company knowledge confirmed that almost all workers turned much less keen over time, he stated, and Bezos believed that individuals had been inherently lazy. “What he would say is that our nature as humans is to expend as little energy as possible to get what we want or need.” That conviction was embedded all through the enterprise, from the convenience of prompt ordering to the pervasive use of information to get essentially the most out of workers.
So assured wage will increase stopped after three years, and Amazon offered incentives for low-skilled workers to go away. Every yr, Palmer noticed indicators go up providing associates 1000’s of {dollars} to resign, and as he entered JFK8 every morning, he handed a classroom totally free programs to coach them in different fields.
Agboka, the HR chief, stated whereas the corporate supplied coaching and careers at Amazon to these , it was proud to additionally present individuals short-term employment for the “seasons and periods of time” they want.
As the virus arrived at JFK8, Palmer nervous about how Amazon would shield and talk with staff. Notification concerning the warehouse’s first optimistic case had been uneven. A colleague working close to Smalls had appeared sick, her eyes bloodshot as she struggled via her shift.
The two males noticed just one answer: for JFK8 to pause, clear and reassess, as an Amazon facility in Queens had briefly carried out. Unpaid go away wasn’t sufficient, they stated — an organization run by the richest man on earth shouldn’t pressure staff to decide on between security and a paycheck.
Palmer invited dozens of staff to share issues on an Instagram chat.
“This is why my ass been staying home,” one wrote.
“Health before wealth honestly, kiss your loved ones daily,” one other replied.
“Are you guys actually just picking essential items?” one requested, referring to Amazon’s early-pandemic efforts to ship solely crucial merchandise.
“Man, I’m stowing dildos,” one other responded.
Nearly all the employees within the group had been Black, like Palmer and Smalls, or Latino. So had been greater than 60% of associates at JFK8, in line with inside Amazon information from 2019. Management, the paperwork present, was greater than 70% white or Asian. Black associates at JFK8 had been nearly 50% extra more likely to be fired — whether or not for productiveness, misconduct, or not displaying up for work — than their white friends, the information present. (Amazon stated it couldn’t affirm the info with out realizing extra specifics about its supply.)
Between the fixed monitoring, the belief that many staff are slackers, and the shortage of development alternative, “a lot of minority workers just felt like we were being used,” Palmer stated later.
“We’re the heart and soul of that building,” he wrote within the chat. “Nothing gets done without us.”
The two males continued their break-room warnings for a number of extra days, and confronted JFK8 managers. “If, God forbid, somebody in this building passes away, or somebody’s loved one passes away, that’s going to be on your hands, not mine,” Smalls, the firecracker of the pair, instructed the warehouse’s high chief, in line with an audio recording of 1 dialog.
On March 30, they demonstrated within the parking zone with a small group of different workers. Palmer carried an indication that learn, “Treat your workers like your customers.”
In Seattle, executives nonetheless grappling with cratering attendance sought to reduce the protest however as a substitute drew extra consideration to it. Amazon fired Smalls, saying his demonstration had violated a quarantine order primarily based on his contact with the sick co-worker. (Palmer acquired a warning for violating social-distancing guidelines.) Meeting notes taken the following day by the corporate’s high lawyer and leaked to Vice News known as Smalls “not smart or articulate.”
Though the lawyer quickly stated he didn’t know Smalls’ race, a gaggle of Black company workers wrote a letter calling the smear a part of “a systemic pattern of racial bias that permeates Amazon.” The New York lawyer normal’s workplace and Sen. Elizabeth Warren requested if the firing was retaliation, which Amazon denied.
Palmer selected to remain at JFK8, decided to vary it from the within. Bezos, who had been holing up at his ranch in West Texas, made a uncommon go to to an Amazon warehouse close to Dallas on April 8, flashing a thumbs-up to workers.
A staff within the packing space at Amazon’s warehouse on Staten Island, known as JFK8, on March 2, 2021. Each yr, lots of of 1000’s of Amazon staff churn via an unlimited mechanism that hires and screens, disciplines and fires. (The New York Times)
Summoning Workers Back
With so many workers staying residence — due to household wants, worry of contracting the coronavirus and reluctance to make use of public transit — the unthinkable was taking place to Amazon: Its clients had been turning to rivals.
By mid-April, Walmart, Target and different retailers had been clearly gaining floor. To reverse the pattern and serve its clients, Amazon must discover a approach to convey again staff. Any choice the corporate made would have an effect on the lives of lots of of 1000’s of workers.
The job of sweating out the situations fell to Paul Stroup, who ran knowledge science groups in Seattle. Stroup had been a veteran of what he described as “the brain” of Amazon operations — a division of 1000’s of workers discovering tiny efficiencies to optimize for cheaper, quicker and extra predictable deliveries — when, in 2019, he made an uncommon change to Human Resources. Some shocked colleagues teased that becoming a member of HR could be like happening sabbatical.
But he had as soon as been a low-wage employee himself, unloading vehicles half time at a Home Depot retailer for $9 an hour. Home Depot had additionally paid half his school tuition. Soon after graduating, he moved to the company workplace.
“If I wanted to help as many people as I could, being at HR at Amazon, which is one of the largest employers in the world, has a huge impact,” Stroup stated. He hoped to assist enhance life not simply at Amazon, he stated, however for hourly workers at firms that look to its instance.
Paul Stroup, a former worker at Amazon, close to his residence in Seattle on March 29, 2021. Until just lately, Stroup led company groups dedicated to understanding warehouse staff. (The New York Times)
As he evaluated the return-to-work choices, he felt assured that Amazon’s warehouses had been rising safer, due to billions of {dollars} spent on virus safeguards.
On Staten Island, Weishalla piloted a course of for spraying disinfectant between shifts that was later rolled out throughout the United States and Europe. Thermal temperature scanners had been put in at JFK8 and different warehouses. Colored tape marking one-way paths crisscrossed the flooring. Artificial intelligence engineers constructed a program that projected digital 6-foot circles round workers to assist them hold their distance.
“We can’t wait three months,” Weishalla stated. “This is priority No. 1.”
Stroup additionally helped knowledge scientists and epidemiologists assemble instruments to identify potential outbreaks, making a centralized supply to trace instances. While just a few Amazon buildings had regarding spikes, he stated, the evaluation confirmed that almost all, together with JFK8, had an infection charges at or under the recognized ranges — testing was initially restricted — in communities the place their staff lived. There had been no massive reported outbreaks within the warehouses like these at meatpacking crops, however COVID deaths across the nation had been swiftly climbing.
Stroup nervous how Amazon would summon staff again. The firm wanted to know who didn’t intend to return in order that it may exchange them. But forcing workers too abruptly may lead to firing tens of 1000’s of individuals. Stroup knew the work supplied a lifeline: “The cleanliness, the procedure, the pay, the benefits — all of that is very competitive,” he stated.
He ready surveys and knowledge for Clark, the operations chief, who would make the ultimate choice. “I’d heard Dave was saying: ‘Let’s just move faster. This isn’t helping people not knowing if they are coming back to work or not. We’ve created a safe place to work — we’ve proven that people aren’t getting COVID at work — so let’s just find out if they want to come back or not,’” he stated.
In a digital assembly, Stroup instructed Clark that if workers had been introduced again steadily, over a month or two, solely 5% to 10% had been projected to remain residence and lose their jobs. Under the quicker plan, many extra had been more likely to be fired for not displaying up. “The cold-turkey example was pretty bad,” Stroup stated, “like it was 20 to 30% of people would be let go in the month.”
Within days, he heard Clark had chosen that route. “My team took it hard,” Stroup stated. Even so, he understood Clark’s predicament. “There’s a lot of pressure when your website normally says one or two days, and now it says 28 days to get something,” he stated.
Nantel, the spokeswoman, stated the choice was about supporting clients and communities in a time of want whereas offering secure jobs for individuals who wished them. Amazon declined to make out there a number of of its most senior executives for interviews, together with Clark; Beth Galetti, the pinnacle of human sources; and Bezos.
In late April, Amazon instructed staff that limitless unpaid break day wouldn’t be prolonged into May. The firm eased necessities for private leaves; to stay residence with out penalty, staff had every week left to use. That choice created chaos.
Human Resources by App
Immediately, go away functions flooded into an Amazon again workplace in San José, Costa Rica. The system couldn’t sustain.
Dangelo Padilla, a Costa Rican case supervisor who began at Amazon in 2016, awakened each morning to confront what he described as insurmountable duties earlier than him and his colleagues. They had already been overwhelmed by a backlog of virtually 18,000 instances in early March, emails present, and during the last week in April acquired 13,500 extra requests.
Panicked staff making an attempt to take leaves discovered cellphone traces busy and acquired auto-replies warning of delayed responses. Some who utilized for leaves had been being penalized for lacking work, triggering warning notices after which terminations. When their messages reached Padilla and his colleagues, staff had been distraught.
“This is impacting the employees and impacting us,” Padilla stated he urged their managers. “You have to fix this.”
The staff that vetted leaves had lengthy struggled with rickety know-how, in line with Padilla and eight different present and former workers in Costa Rica. Right earlier than the pandemic, they began utilizing a brand new case-management system known as Dali to deal with the issues and supply flexibility, nevertheless it was buggy. Staff members had been consistently encountering issues. “We were lost,” Padilla stated. “Not even our managers knew how to handle it.”
Faxes and emails that had been presupposed to be robotically sorted ended up in a large inbox that needed to be manually triaged. Approved leaves that had been presupposed to be instantly mirrored in employee attendance applications as a substitute needed to be enter by hand at one other again workplace, in Pune, India.
When that wasn’t carried out on time, warehouse workers with permitted leaves had unpaid break day — UPT — deducted from their balances and acquired notices warning that they might be fired for abandoning their jobs. “I saw those situations every day — people getting UPT deducted for no reason, people being terminated for no reasons,” Padilla stated.
In interviews, greater than 25 present and former Amazon workers who handled the incapacity and go away system — executives, human sources personnel from JFK8 and different warehouses, and again workplace employees within the United States and overseas — bemoaned its inadequacy, saying it had been susceptible to the sorts of errors Padilla described. Amazon catches lots of the errors; some workers combat their very own instances and prevail. Others quit and stop.
Nantel, the spokeswoman, stated that the corporate rapidly permitted private leaves throughout this era, hiring 500 individuals to assist course of the elevated quantity. She stated Amazon acquired greater than one million go away requests within the first yr of the pandemic, twice its forecast, and labored exhausting to contact workers earlier than they had been fired to see in the event that they wished to maintain their jobs.
Workers turned to HR groups within the warehouses for assist, although they weren’t primarily accountable for leaves. Even below regular circumstances, they had been stretched skinny. In interviews, veterans from Staten Island and throughout the nation described lengthy hours making an attempt to repair errors, implement Amazon’s guidelines pretty and reply to the issues that plague any low-income workforce — transportation breakdowns, lack of kid care. At JFK8, some workers stated they’d spent a complete 30-minute break ready in line for HR with out getting to talk to anybody.
In the warehouses, self-service kiosks carried out many conventional human sources capabilities. An app known as A to Z dealt with all the pieces from payroll to schedule adjustments.
Many staff stated they discovered the app straightforward to make use of. It has a 4.7-star score in Apple’s App Store, however even a few of those that reward it see broader issues. “App is awesome, very helpful. BUT!!!!!!!!!” begins one five-star evaluation customers have designated as most useful. “Associates should be able to speak to a person, not a virtual chat bot to get individual help. … Especially when many say they were fired because the chat reps forget sometimes or it doesn’t get through.”
The know-how is designed to present staff some ways to speak and was not meant to exchange stay interactions, Nantel stated. She added that the HR employees for warehouse staff had grown by 60% since 2019 — an increase that parallels that of the hourly workforce. At JFK8, the human sources staff for the greater than 5,000 workers has elevated from 25 to 34 employees members for the reason that begin of the pandemic.
Padilla resigned from Amazon final summer season, however returned this May, grateful to affix a staff that has nothing to do with managing leaves. “Being there,” he stated, “basically destroyed my mental health and my stability.”
Record Profits, Halted Raises
On Staten Island, staff started getting the dreaded warnings.
Cavagnaro, who had labored with Alberto Castillo, had taken a go away from Amazon. He advised a June return date on a physician’s be aware, however couldn’t attain the corporate to ask questions or focus on coming again. Amazon’s attendance methods recorded him as a no-show, and he started getting job-abandonment notices. Unable to get a reply, he threw his palms up and allowed himself to be fired.
After the Times requested Amazon about his state of affairs, the corporate supplied him his job again. (His case “should have been handled better,” Nantel stated.)
By the time Cavagnaro was struggling in late spring to return to JFK8, Alberto Castillo had severely declined. Doctors instructed his spouse that he would by no means once more converse, eat or work. Unable to go to him due to virus restrictions, Ann Castillo created a mural of their small house, displaying the household of 4 celebrating church festivities, doing martial arts and sporting matching Halloween costumes. On Father’s Day, the couple’s two kids stood exterior the medical heart the place he was being handled, with posters declaring their devotion.
Health insurance coverage that Amazon offered lined a lot of the medical payments, however Ann Castillo found that her husband’s short-term incapacity funds had stopped. “I kept sending in medical forms but couldn’t tell if anyone on the other end was actually receiving them,” she stated. The home they’d hoped to purchase was a vanished dream; now she was counting each penny and accepting donations from associates.
JFK8’s human sources supervisor apologized and set the ten weeks of missed funds proper. Amazon stated the paperwork Ann Castillo had submitted by no means made it to his case supervisor, a methods difficulty that had affected others as nicely.
As staff returned, Amazon knowledgeable workers nationwide that it was ending the $2-an-hour increase and double time beyond regulation pay. The further wages had not been “hazard” pay, officers stated, however an incentive to point out up.
The choice to pressure staff again ushered the corporate into essentially the most worthwhile period in its historical past. By late May, JFK8 was a top-performing warehouse, bringing in 1.68 million gadgets in a single week, Christine Hernandez, who labored in human sources, boasted on Twitter. “Yasss!!!” she cheered.
In July, Amazon introduced $5.2 billion in earnings for the quarter — a document, till the following quarter introduced $6.3 billion.
Amazon had been “running pretty much full out” for the reason that starting of May when extra individuals had been again at work, Brian Olsavsky, the corporate’s finance chief, defined on a name with reporters. That let the web retailer meet the big demand extra effectively, working at full capability across the clock. It was like Black Friday each single day.
The Power of the Metrics
For Traci Weishalla and her friends, a key to boosting 1000’s of workers to that stage of efficiency was setting the tempo. Speed was important, however so was retaining the entire warehouse in rhythm. If new gadgets had been unpacked extra rapidly than they could possibly be ready for transport, all of JFK8 may jam. The success heart was one organism in a fair larger ecosystem of warehouses, and to coordinate with them and the fleet of supply drivers, Weishalla needed to keep a fast, constant pulse.
Two measurements dominated most hourly workers’ shifts. Rate gauged how briskly they labored, a consistently fluctuating quantity displayed at their station. Time off job, or TOT, tracked each second they strayed from their project — whether or not trekking to the toilet, troubleshooting damaged equipment or speaking to a co-worker. The firm pioneered new methods to calculate each metrics within the mid-2000s, when a smaller, scrappier Amazon got down to revolutionize warehouses.
Niekerk, the previous HR chief for operations, stated the emphasis on productiveness monitoring, alluring in an organization as analytical as Amazon, was debated from the beginning. He had been skeptical, arguing that “a productivity metric is always a frightening thing,” conveying “One slip-up and I will fall behind.’”
“I lost that battle,” he stated. Eventually, he stated, guarantees of firmer, quicker supply created “a multiplying effect on the demand for higher productivity.”
A robotic carries gadgets to be packed into bins at Amazon’s warehouse on Staten Island, known as JFK8, on March 2, 2021. Each yr, lots of of 1000’s of Amazon staff churn via an unlimited mechanism that hires and screens, disciplines and fires. (The New York Times)
In newer, robotics-driven warehouses like JFK8, these metrics had been on the heart of Amazon’s operation. A single frontline supervisor may hold monitor of fifty, 75, even 100 staff by checking a laptop computer. Auto-generated stories signaled when somebody was struggling. A employee whose price was too gradual, or whose break day job climbed too excessive, risked being disciplined or fired. If a employee was off job, the system assumed the employee was responsible. Managers had been instructed to ask staff what occurred, and manually code in what they deemed respectable excuses, like damaged equipment, to override the default.
Internal paperwork present that managers had been instructed to deal with solely the “top offender” for break day job in every division per shift. Less than 1% of terminations in 2019 had been over price or break day job, in line with Nantel.
But staff didn’t know that. The purpose, JFK8’s inside tips state, “is to create an environment not where we are writing everyone up, but that associates know that we are auditing for TOT.” Workers couldn’t readily see their TOT totals, growing anxiousness. Word unfold that Amazonians couldn’t take lavatory breaks — a misperception rooted in actual apprehension. Some workers chronicled their workday all the way down to the minute in a pocket book, simply in case.
Agboka stated break day job was supposed to determine impediments a employee could face. “We don’t want people working with the mindset of loss of employment versus being productive and being successful,” he stated.
Some workers, like Arthur Turner, discovered the methods truthful: “If you come here and do the right thing, you follow all the protocols that they want you to, you can’t get in any trouble.”
Dayana Santos, 32, who began at JFK8 in June 2019, appreciated the metrics. “How can I do my job efficiently if the next person isn’t doing theirs?” requested Santos, who generally raced with colleagues for enjoyable. “Why does everything have to be a competition with you, Santos?” her boss would tease.
After months of reward from her managers, Santos had one very dangerous day. She had been working in robotics, however as a result of her bus was late, she was despatched to selecting. She was supplied a special project after lunch, nevertheless it by no means got here via, and her station in selecting was occupied. She traversed the warehouse searching for one other one, racking up extra break day job. That afternoon, she was shocked to find that she was being fired.
Stories like that intimidate staff even earlier than their first day, a human sources staff at Amazon headquarters discovered. “Everyone in your community, every third person, has worked at Amazon,” Stroup stated. “You have pieces of information that you’ve been told at the dinner table or with friends.”
Experiments by certainly one of Stroup’s groups discovered that prodding staff didn’t make them productive sufficient to be well worth the anxiousness. The staff joked that giving a employee $5 “probably would have a better impact than a manager going and telling you, ‘You did a bad job last week.’” Work on the problem stalled when the pandemic created extra urgent priorities.
But over the summer season, resistance to the insurance policies was rising. With the additional COVID pay gone and Black Lives Matter protests spreading throughout the nation, a small group of Black staff at a brand new warehouse in Bessemer, Alabama, on the outskirts of Birmingham, had been bristling at how Amazon micromanaged their time. Frustrated, certainly one of them in a web-based search come across the retail staff union that when had ambitions to prepare JFK8.
In New York, Santos was making her personal small stand. Amazon had contested her unemployment advantages, arguing that she had been fired for trigger. She fought again, and an administrative court docket decide sided together with her, noting that she had by no means acquired a warning and that Amazon hadn’t proved she was off job.
In midsummer, a message from Weishalla landed in JFK8 staff’ e-mail inboxes and was posted inside lavatory stalls, saying that “productivity feedback” was suspended due to the pandemic. That meant nobody could be fired for being too gradual. Confusingly, the message, which additionally famous further minutes for handwashing, stated the adjustments had been in impact since March.
Until the notices, many staff had no thought Amazon had relaxed certainly one of its most controversial employment insurance policies. Rates had been nonetheless displayed at workstations, and preliminary directions to managers had been marked “verbal guidance only.” Nantel stated that managers had been supposed to inform every employee individually, calling it a high-touch method. The building-wide notices from Weishalla had been prompted by a lawsuit — later dismissed — difficult pandemic working circumstances at JFK8. The lead plaintiff was Derrick Palmer.
Though staff couldn’t be punished for low charges, managers nonetheless inspired pace. One late summer season day, Thalia Morales, then 28, was limiting lavatory journeys to enhance her productiveness. She lastly couldn’t wait any longer — and located the closest women room closed. Morales exploded in anger at a cleaner, who stated she couldn’t enter. She was fired for the verbal altercation, she recalled in an interview, and instructed she may by no means reapply.
Soon, to her shock, the app pinged her for lacking work. She returned to the warehouse with trepidation, accomplished her shift and nonetheless works there at this time. It turned out her termination hadn’t been processed correctly — Amazon had erred in her favor.
By the tip of September, phrase traveled round JFK8 and different warehouses: The reprieve on price was over. The vacation season was coming, and it was anticipated to be like none different.
Churning Through Workers
On Oct. 13, the bus cease exterior JFK8 was flooded with staff employed in a surge with out parallel in American company historical past. It was Prime Day, the invented Amazon procuring vacation that kicked off the Christmas season. To meet the second, the warehouse was absorbing total pal and household models with out job interviews, and generally, little to no dialog between employer and candidates.
As nightfall settled and vehicles rolled by, Tiara Mangroo, a highschool pupil simply off her shift, embraced her boyfriend. He labored for Amazon on Staten Island too, as did her father, uncle, cousins and greatest pal. Keanu Bushell, a school pupil, labored days, and his father nights, sharing one automobile that made 4 every day journeys between Brooklyn and JFK8. A mom and daughter organized containers of meals for his or her middle-of-the-night breaks; others packed Red Bull or Starbucks Frappuccinos within the clear theft-prevention luggage that staff carried. Most stated they had been grateful simply to be employed.
Kevin Michelus, 60, and retired after a lifetime of wierd jobs, had been drawn in by a postcard promoting work. “No résumé, no job experience required,” he stated. “I’ve never heard of a job like that.” He and the opposite newcomers had been employed after solely a fast on-line screening. Internally, some describe the corporate’s automated employment course of as “lights-out hiring,” with algorithms making selections, and restricted sense on Amazon’s a part of whom it’s bringing in.
Niekerk stated Bezos drove the push to take away people from the hiring course of, saying Amazon’s want for staff could be so nice, the functions needed to be “a check-the-box screen.” Bezos additionally noticed automated assessments as a constant, unbiased approach to discover motivated staff, Niekerk stated.
Amazon boasted concerning the jobs it created, calling itself a pressure for development and sustenance. What the numbers masked was that many staff cycled out of Amazon inside months and even days.
As the weeks wore on, hints of hassle had been cropping up, in line with interviews and posts on JFK8’s inside suggestions board considered by the Times. Several stated staff ought to get extra warning about obligatory time beyond regulation, that schedules modified “with no call, no text, no email, nothing.” HR representatives had been “hard to find,” “not trained,” and “not able to handle genuine complaints.” Others questioned why they needed to go discover an HR consultant to repair errors in unpaid break day deducted by the A to Z app. “Look at all the technology we have now,” one worker wrote. “I’m sure this can be corrected.”
Some of the employees faltered instantly or simply appeared mistaken for the job. Mangroo wasn’t even presupposed to be there; Amazon’s hiring insurance policies don’t enable for top schoolers. She was fired for break day job issues, after what Amazon known as repeated teaching makes an attempt. Soon her greatest pal and uncle had been gone too. Michelus, the retiree recruited by postcard, had a low productiveness price. Stressed, he stop 11 days after he started.
Keanu Bushell, half of the father-son commuting tag staff, didn’t belief Amazon’s methods to tally his time accurately and resigned. With restricted hours on public transit, some newcomers had been scuffling with 2 or 3 a.m. wake-ups in far corners of town, three-hour odysseys to the warehouse and almost 12-hour shifts. Others had been washouts — stealing merchandise, enjoying video games on their telephones for lengthy stretches within the lavatory, abusing the go away coverage.
In 2019, Amazon employed greater than 770,000 hourly staff, regardless that the corporate, together with company employees, grew by simply 150,000 that yr, John Phillips, the previous head of mass hiring, wrote on LinkedIn. That meant the equal of Amazon’s total workforce — roughly 650,000 individuals at the beginning of the yr — left and had been changed that yr. The firm declined to offer numbers for 2020.
For some, the short-term relationship labored. Stephen Ojo, a dancer in Brooklyn, joined JFK8 within the spring. “It was a good way for me to make extra money, it wasn’t clashing with my schedule, it fit with my life at the time,” he stated. But he additionally knew that Amazon wasn’t his future. He was a star dancer in Beyoncé’s movie “Black Is King,” which might stream to viewers in the summertime. By then, he was carried out at Amazon.
Others wanted the work. Days after Michelus stop, he was again on the bus cease. “I’ve got to learn to deal with the pressure,” he stated. Amazon took him again, and shortly he was selecting gadgets once more.
With the excessive churn, a number of present and former Amazon executives worry there merely is not going to be sufficient staff. In the extra distant cities the place Amazon primarily based its early U.S. operations, it burned via native labor swimming pools and wanted to bus individuals in.
“Six to seven people who apply equals one person showing up and actually doing work,” Stroup defined. If Amazon is churning via its total workforce a few times a yr, he stated, “You need to have eight, nine, 10 million people apply each year.” That’s about 5% of the complete American workforce.
Nantel responded to a number of questions on Amazon’s turnover by repeating, “Attrition is only one data point, which when used alone lacks important context.”
Many newcomers had been in impractical conditions, whether or not due to schedules or commutes. “Sometimes, it’s simply not a good fit,” stated Weishalla, the JFK8 supervisor.
Stroup says he’s without end “an Amazon fanboy.” But over time in human sources there, he turned dissatisfied that he “didn’t hear long-term thinking” concerning the firm’s fast biking via staff. He likened it to utilizing fossil fuels regardless of local weather change.
“We keep using them,” he stated, “even though we know we’re slowly cooking ourselves.”
He left Amazon too. After nearly 9 years on the firm, he joined Shopify, one other e-commerce enterprise, the place he hoped his insights may need extra impression.
Billions, Bonuses, Bananas
Ann Castillo stood exterior her New Jersey house complicated in early December, about to tackle the accountability of a lifetime. She had determined to convey her husband, now on hospice care, residence and have a tendency to him herself. Even with Amazon’s long-term incapacity insurance coverage, she may need to maneuver into low-income housing.
“If he’s going to go, then at least he’s with us,” she stated.
She noticed no signal that anybody in cost at JFK8 knew what was happening. “They never called and asked to follow up on how he’s doing,” she stated.
A second later, a procession of emergency automobiles flooded the small parking zone, lights flashing in salute. The drivers, city officers who had been strangers to Ann Castillo, instructed her to name day or night time. When the ambulance arrived, it took all the guests to maneuver Alberto Castillo into the house.
Ann Castillo’s personal employer, a nonprofit residence well being care supplier, overwhelmed her with help, arranging twice as many hospice nurse visits as standard, donating the additional nursing time, and giving cash from an emergency fund. Nearly everybody else of their lives, and even some strangers, had pitched in too, Ann Castillo stated: academics, fellow dad and mom, soccer teammates and coaches, church members, and previous associates from the Philippines despatched groceries, meals, reward playing cards and checks.
Months later, after inquiries from the Times, an HR official and a JFK8 employees member reached out to Ann Castillo. A spokeswoman expressed remorse that Ann Castillo didn’t really feel correctly supported. Agboka, the HR chief, stated in an announcement, “We have her, her husband, and their loved ones in our thoughts and prayers.”
Inside the warehouse, Weishalla, who had been promoted to normal supervisor, tracked almost each conceivable metric about JFK8’s demand, attendance and stock. But she stated she didn’t hold tabs on what number of staff had been contaminated. “It’s not a daily thing I track — it’s hard to quantify that,” she stated in an interview. “No one is sending me a number.”
(Nantel stated Weishalla had entry to instances through a web-based portal and was nicely knowledgeable of JFK8’s case rely.)
The holiday-season dash often called Peak arrived simply as a second wave of the virus slammed into the area. The true measure of an infection amongst JFK8 staff was exhausting to know. Amazon was offering free on-site testing by October. But it didn’t share with the overall workforce the names of these contaminated, for privateness causes, or supply steering on the place or what shifts they labored.
As a outcome, many workers realized about optimistic instances informally, setting the rumor mill working. When Derrick Palmer realized the corporate by no means despatched a notification a couple of colleague who instructed him she was sick, he confronted managers, who couldn’t clarify why. (Nantel stated it was an error, including that the warehouse has since discovered just one different lacking notification.) To him, that lapse, together with the shortage of readability about COVID numbers, underscored his perception since March that Amazon was not being clear concerning the virus risk.
For months, Amazon had stated publicly that it was reporting confirmed instances at JFK8 and different warehouses to native well being authorities, as required of employers. But New York City well being division information present no stories till November.
Nantel stated that Amazon had recurrently reported instances since March 2020, and attributed the shortage of information to town well being division’s being overwhelmed early within the pandemic. A spokesman for the company, Patrick Gallahue, acknowledged that its reporting system was not arrange till July, however stated there was no purpose that instances reported later wouldn’t be documented.
According to metropolis knowledge and information disclosed by Amazon in a lawsuit, the warehouse had a minimum of 700 confirmed instances between March 2020 and March 2021. Given the restricted testing within the New York metropolitan space final spring, that could be an undercount.
As Christmas approached, JFK8 was setting an Amazon document for quantity. “Huge congrats to the team hitting over 1 Million units in 24 hours kicking off Peak 2020!” Weishalla cheered on LinkedIn. The staff “achieved the unachievable,” echoed one other supervisor. Soon Weishalla was promoted once more, supervising a number of warehouses within the Midwest.
JFK8 was only a small a part of Amazon’s success. From October via December, Amazon introduced in $125.6 billion in gross sales. In the pandemic yr of 2020, it spent $44 billion leasing airplanes, establishing knowledge facilities, and opening new warehouses — and nonetheless produced greater than $21 billion in revenue. Globally, it spent $2.5 billion on the additional pandemic pay in spring and seasonal bonuses; for the vacations, warehouse workers acquired $300, $150 for part-timers.
In Facebook teams, warehouse staff throughout the nation shared photographs of the messages their managers despatched to encourage and reward them. Some gained air fryers or Fire TV Sticks. In Connecticut, a supervisor messaged workers at their workstations that in the event that they dealt with 400 gadgets an hour, or about one each 10 seconds, “you WIN CANDY.” At one other, an indication went up throughout the holidays: “Today’s Snack: A Banana *Available 9 a.m. until 7 p.m.*” In Ohio, staff acquired scratch-off playing cards to win prizes.
One worker scratched off two with the identical message: “Please try again.”
Looking for Signs of Change
A couple of weeks into the brand new yr, Derrick Palmer took a 16-hour highway journey with Smalls to Bessemer to witness essentially the most severe push staff had ever made to problem their standing at Amazon. The workers galvanizing Amazon’s first-ever unionization vote framed their therapy as a difficulty of racial justice. Above all, they objected to the break day job system and different productiveness monitoring, and known as their marketing campaign a quest for respect within the office.
Amazon waged a floor battle, warning — via posted indicators, texts and obligatory conferences — that union negotiations may threat the great jobs and advantages staff already had. In the tip, the election was not even shut: The retail union misplaced by greater than 2 to 1.
Back on Staten Island, Palmer and Smalls launched into a brand new mission anyway. As authorized fights continued over whether or not JFK8 was secure throughout the virus and the way Amazon dealt with the March 2020 protests, they started amassing lots of of staff’ signatures in a quest to unionize JFK8. Amazon pulled out its Bessemer playbook and fought again, posting discouraging indicators in bogs and on the constructing’s entrance. Palmer, nonetheless packing bins as the corporate countered his efforts, felt the stress on him develop.
But on the similar time, the Alabama rout was resulting in an surprising second of recognition by the corporate. The complaints heard in Bessemer had been echoed by staff at a number of warehouses throughout the nation. A brand new, labor-friendly president was within the White House. The virus had magnified basic questions on Amazon’s relationship with its workers, and the reopening financial system introduced staff with different choices — a possible drawback for a enterprise whose development ambitions are bigger than ever.
In the ultimate months of Jeff Bezos’ tenure as CEO, his high-turnover mannequin regarded riskier, and the issues about how Amazon handled the employees who powered its rise had been tarnishing his legacy. During the pandemic, Bezos’ private wealth exploded from $110 billion to greater than $190 billion. He had additionally been constructing a $500 million superyacht, in line with the brand new ebook “Amazon Unbound,” and getting ready for his first spaceflight after investing billions in his rocket firm, Blue Origin.
Bezos’ dedication in April to grow to be “Earth’s best employer” raised questions — about what precisely that meant, and the way far he and his successors would go.
Amazon quickly rolled out extra raises. Starting wages at JFK8 went up 50 cents, to $18.25. The firm introduced security initiatives and variety plans, together with a purpose to “retain employees at statistically similar rates across all demographics” — an implicit admission that the numbers had been uneven throughout races. Weishalla’s successors on Staten Island had been holding weekly “talent review” conferences to make sure that Black and Latino staff, amongst others, had been discovering development alternatives.
In an interview, Agboka, the pinnacle of warehouse human sources, acknowledged that the corporate had relied too closely on know-how to handle staff. “We’re recognizing that in many times, where we thought self-service was good, self-service was not the only — can’t be the only — solution,” he stated. “Every experience matters. And when the experiences aren’t right, we’ve got to find a way to fix it.”
But it wasn’t clear how a lot the corporate was keen to rethink the sacrosanct methods of productiveness, automation and excessive turnover that propelled it to dominance. “Are they going to address the issue of an expendable workforce?” requested Cavagnaro, the fired employee who was returning to JFK8. “Are there going to be any changes?”
After repeated inquiries from the Times concerning the break day job coverage and Dayana Santos, the JFK employee who challenged her termination, Amazon this month introduced a direct change: No longer may somebody be fired for one dangerous day. All those that had been had been now eligible for rehiring. The firm stated it had been reconsidering the coverage for months.
In Seattle, Paul Stroup, whose groups studied Amazon’s hourly workforce, watched the current occasions and browse Bezos’ letter. He felt caught between skepticism and hope that the corporate would lastly deploy what he thought-about its greatest qualities — a penchant for contemporary, open-minded pondering and tackling ambiguous, exhausting issues — in service of its staff.
“It would be an amazing thing for hourly employment across industries,” he wrote in a be aware on LinkedIn. “Jeff’s comment makes me think things could change, but it may be too late to reverse the damage it has done.”
“Now,” he stated, “let’s see if they can innovate their way out of this.”
— —
Methodology for Turnover AnalysisThe Times evaluation of worker turnover, the speed at which workers go away an organization over a given interval, in counties with Amazon success and distribution facilities was primarily based on warehousing and storage labor knowledge up via the primary quarter of 2020 from the U.S. Census Bureau’s Quarterly Workforce Indicators. The turnover price was calculated by county for every quarter by dividing the variety of complete separations over a four-quarter interval by the typical employment over a four-quarter interval utilizing that quarter and the earlier three quarters. We used averages throughout 4 quarters of information in calculating the turnover price to account for seasonal employment. The common turnover price throughout the 83 counties the place knowledge was out there was weighted by the overall variety of warehouse and storage staff employed in every county throughout that quarter. This methodology relies on analysis by Irene Tung and Deborah Berkowitz for the National Employment Law Project.
This article initially appeared in The New York Times.
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