Some Amazon workers say they're struggling to get paid sick leave as the deluge of requests swamps the company's heavily automated HR system during the pandemic
Tony Banks told Amazon.com Inc. right away when he tested positive for Covid-19. More than a month later, he's on the mend … Tweets: @mattmday , @technology , @fmbutt , @mattmday , @margaretomara , @annierpalmer , and @hypervisible Tweets: Matt Day / @mattmday : Covid-19 has swamped Amazon HR. Workers are struggling to get paid for quarantines or take leave to care for kids at home. Hours on hold, weeks waiting for answers. The crisis is testing Amazon's automated, just-in-time approach to caring for its people: https://www.bloomberg.com/... @technology : Amazon is struggling to handle the thousands of leave requests from sick employees and those who need to stay home to care for their children or elderly relatives https://www.bloomberg.com/... Farooq Butt / @fmbutt : A lot of supply chain management and ops theory made American business and America extremely efficient & fragile. They never accounted for global disruptions on the scale of what we've seen. That said, it's impressive how they are adapting and have adapted. https://twitter.com/... Matt Day / @mattmday : Tony Banks told Amazon he needed more time to recover from Covid-19, but the HR system twice threatened to fire him for missing shifts anyway. “I understand that it's overwhelming right now. But for all the resources they have, it's almost like a mom-and-pop operation.” https://twitter.com/... Margaret O'Mara / @margaretomara : In its hyper-efficiencies and super-lean approach, Amazon is a highly successful model of what businesses and governments have been striving to do for decades. Now even the Everything Store is finding that model inadequate for extreme crisis conditions. https://twitter.com/... Annie Palmer / @annierpalmer : This is a big problem for many Amazon workers. I spoke to one NY warehouse worker yesterday who said Amazon has received so many sick leave applications that “they're just overwhelmed and instead of doing it themselves, they're just letting the computers do it.” https://twitter.com/... @hypervisible : Amazon's HR department is “...heavily automated, which helps Amazon grow quickly and restrain costs but these days leaves employees hitting dead ends with chatbots, smartphone apps and phone trees.” ☹️ https://www.bloomberg.com/...
Context & Ripple Effects
Amazon spent the pre-pandemic years automating the worker relationship itself — leaked documents showed its systems automatically tracking and terminating warehouse workers over productivity quotas — so when Covid-19 arrived, paid sick leave had to flow through machinery built to process headcount, not hardship. Weeks earlier, the company had already absorbed its biggest warehouse outbreak in northeastern Pennsylvania, and coverage of how the pandemic pushed Amazon to its breaking point framed the moment as a stress test it hadn't designed for.
First-order effects
- Workers like Tony Banks who report positive tests face hours on hold and weeks of waiting before quarantine pay or family leave arrives, meaning the safety net exists on paper but fails at the moment of claim.
- Amazon's HR operation shifts from processing routine employment transactions to adjudicating a surge of individual Covid cases faster than its automation was built to handle.
Second-order effects
- With testing about to scale toward most US workers every two weeks under the pilot program reported days later, each positive result generates another leave case — Amazon's own health push threatens to multiply the backlog its HR automation can't clear.
- The gap between policy and payout feeds the scrutiny already building from employee interviews and government documents alleging inadequate oversight, raising the political and reputational cost of the just-in-time labor model.
Third-order effects
- A year later, interviews with roughly 200 people showed the same employment system burning through workers and generating confusion — evidence that pandemic-era breakdowns weren't a temporary overload but a structural feature of managing hourly labor through automation.
- If leave approval stays bottlenecked while detection scales, regulators and lawmakers gain a concrete failure case for mandating human oversight and paid-leave guarantees in warehouse work.
The trend: Amazon is learning that automating the hiring-and-firing pipeline doesn't automatically extend to caring for workers, and the pandemic is exposing where that design stops.