Employees Speak Out: Why Amazon Job Cuts May Have Nothing to Do with AI

When Amazon announced 16,000 corporate layoffs last week, the familiar narrative kicked in: artificial intelligence is taking over, and humans are being replaced by machines.

But inside the company, employees tell a different story.

N Lee Plumb, Amazon's head of 'AI enablement', was among those who lost their jobs. He was also one of the company's top five users of its new AI coding tool, Kiro.

'There were only five people in the entire company that were a higher user of Kiro than I was,' Plumb told AP.

If AI were replacing workers, he should have been safe. He was not.

What Workers Are Actually Seeing

Staff affected by the cuts describe something far more traditional than robotic takeover: old-fashioned cost-cutting.

According to Plumb, who spent eight years at Amazon, the work has not disappeared. Projects remain active. Tasks still need doing. The difference is that fewer people are now responsible for completing them.

'You could potentially have just been bloated in the first place, reduce head count, attribute it to AI, and now you've got a value story,' Plumb told reporters.

Rather than being replaced by algorithms, many teams are simply being asked to do more with fewer resources.

Hiring Slowdowns Instead of Automation

There is little evidence that entire departments have been automated, though some AI-specific roles, such as machine-learning scientists, have been affected.

What workers report more frequently are hiring freezes, delayed backfills and reduced budgets. When someone leaves, the role often stays empty. When teams request additional staff, approvals take longer or never come. This creates the appearance of 'efficiency,' but it largely results from workforce reductions rather than automation.

The Post-Pandemic Reckoning

Industry analysts say Amazon's layoffs reflect a broader correction across the technology sector.

During the pandemic, tech companies hired aggressively to meet surging demand for e-commerce and cloud services. Amazon's workforce ballooned. Now that growth has stabilised, executives are shifting focus from expansion to profitability.

CEO Andy Jassy has framed the cuts as part of an 'anti-bureaucracy' push to make Amazon operate like 'the world's largest startup'. At Davos last month, he complained that pandemic-era overhiring had created too many management layers: 'You've got the pre-meeting for the pre-meeting for the meeting.'

The October cuts removed 14,000 roles. Combined with January's reductions, Amazon has now eliminated more than 30,000 corporate positions since last autumn — the largest layoffs in the company's history.

Why AI Becomes the Talking Point

Artificial intelligence has become a convenient narrative to explain workforce reductions, even when the cuts are largely driven by cost-saving and budget pressures.

Experts say linking layoffs to AI can make job cuts sound strategic and forward-thinking rather than purely financial. Talking about automation suggests innovation. Talking about cost-cutting suggests belt-tightening.

From an investor perspective, linking layoffs to AI can demonstrate efficiency and attract capital. Plumb noted, 'Reduce head count, attribute it to AI, and now you've got a value story,' showing how the AI narrative can mask financially driven reductions.

How Leadership Frames the Cuts

Amazon leadership has emphasised 'efficiency', 'streamlining', and 'focus' in public communications, signalling a leaner workforce. Public messaging often focuses on productivity, discipline and smarter resource allocation. These terms signal a leaner company designed to protect profits and remain competitive.

However, employees say that on the ground, this mostly translates into smaller teams managing the same workloads.

The Reality Behind the Headlines

While AI adoption is growing in tech, Goldman Sachs notes that very few employees have been affected by layoffs directly attributed to AI. New tools are being adopted, and some tasks are being automated. But workers suggest that AI alone does not explain the recent wave of layoffs.

Instead, the layoffs reflect slower growth post-pandemic, tighter spending, and pressure to demonstrate efficiency to investors on Wall Street. In many cases, the jobs are not disappearing because machines have taken over.

Jobs are disappearing because companies, including Amazon, are reducing headcount for cost-control purposes, not because machines are taking over—Plumb emphasized that even prolific AI users were still laid off.

Looking Ahead

As technology continues to evolve, AI will likely play a bigger role in how businesses operate. Yet for now, the immediate driver behind many workforce reductions seems less about robots replacing people and more about companies trying to run leaner. For employees, the distinction matters: layoffs feel financial rather than inevitable due to automation.