Between Q4 2021 and Q4 2022, voluntary attrition among senior engineering leaders at major US technology companies — Google, Meta, Amazon, Apple, Microsoft — ran at approximately 1.8 times its pre-pandemic rate. The exits were concentrated in specific levels: L6 and L7 at Google-equivalent ladder systems, the VP and Director levels at companies with simpler hierarchies. Individual contributors at more junior levels showed different patterns; the phenomenon was specifically a senior engineering leadership issue.
This wasn’t the same as the broader Great Resignation we discussed in our 2021 analysis. The broad workforce quit rate was driven by workers at the bottom of the income distribution; the 2022 Big Tech senior engineering departure was driven by some of the highest-compensated individual contributors and managers in the US labor market. The reasons were specific, and understanding them illuminates some enduring truths about what actually retains senior engineering talent.
The actual reasons
From conversations with dozens of senior engineers who left major US tech companies in 2022, three reasons dominated — and they are not the reasons typically cited in the press coverage of the period.
Impact dilution at scale. A principal or staff engineer at a 60,000-person tech company in 2022 was, in many cases, working on incremental improvements to mature products that would affect hundreds of millions of users but in ways that felt marginal. The same engineer at a Series B or C startup was making foundational architectural decisions that would determine whether the company’s core product worked at all. Both roles were technically senior; they felt categorically different in terms of the agency and the consequence of technical decisions.
Compensation trajectory flattening. By 2022, senior engineers at major US tech companies had been through 5 years of aggressive total-compensation growth driven primarily by stock-price appreciation. The base salary and equity grant components were large but increasingly band-constrained. The realized compensation was growing only as fast as the stock price — which had, for most major tech companies, peaked in late 2021 and was declining through most of 2022. For senior engineers who had deferred earlier exit decisions because their unrealized equity was growing, the declining stock price removed the deference calculus. Many who had been thinking "I’ll leave after the next vesting cliff" accelerated that timeline.
Management layer frustration. Several engineering leaders who left major US tech companies in 2022 described the same dynamic: the management overhead associated with working at scale had grown to a point where they spent a substantial fraction of their time navigating internal approvals, alignment processes, and organizational politics rather than doing the technical work they were hired for. This is a structural feature of large organizations, not a failure of any specific company, but it accumulated into genuine frustration for senior engineers who had become successful precisely because they could build and ship quickly.
The stock-price factor
The declining stock prices of major US tech companies in 2022 affected the senior engineering departure story in both directions. On one hand, they accelerated the exits of engineers who had been holding for "one more vest" — because the next vest was worth less than it had been when they made the calculation to stay. On the other hand, they reduced the pull of joining a pre-IPO startup whose valuation was also declining. The net effect was that 2022 saw elevated Big Tech departure rates but not a corresponding surge in startup senior engineering hiring — because the startup equity story was also muddier than it had been in 2021.
The cleaner exit for many 2022 senior engineers was into AI-native companies, which were raising at increasing valuations through most of 2022 even as the broader tech market declined. The foundation-model companies (OpenAI, Anthropic, Cohere, and others) were writing some of the largest equity packages in the history of the engineering labor market, specifically because they needed to attract senior talent away from Big Tech at a moment when Big Tech equity was looking less attractive. This dynamic is the direct precursor to the "AI premium" in engineering compensation that we document in our 2026 VP Engineering compensation report.
Where they went
From our 2022 placement data and our network conversations, the destinations of senior Big Tech engineering departures in 2022 broke roughly into thirds: about a third went to other large tech companies (Microsoft to Amazon or vice versa), about a third went to late-stage or AI-native startups, and about a third entered some version of advisory, board, or fractional work. The last category — which barely existed as a senior engineering destination five years earlier — reflects both the accumulation of financial security among senior Big Tech engineers and the growing market for their expertise as advisors to well-funded startups.
What followed
The 2022 departure wave was followed by the 2022-2023 tech layoff wave, which dramatically changed the context of the senior engineering labor market. Companies that had been competing aggressively for senior talent in 2021 and early 2022 were laying off engineers at scale by late 2022. The net result was that the voluntary attrition market and the involuntary displacement market were both active simultaneously, producing a brief period of genuine dislocation in the senior engineering talent market.
By 2024 and 2025, the market had rebalanced around the AI-native premium we describe in more detail in the current-year research. The dynamics of 2022 were the precipitating event for a structural shift that has continued to evolve.
Where this led: the AI talent reallocation
The 2022 senior engineering departure from Big Tech was, in retrospect, the first act of a larger talent reallocation that defined the 2023-2025 period. The engineers who left Google, Meta, and Amazon concentrated disproportionately at AI-infrastructure companies — foundation model labs, AI platform companies, and applied-AI startups — rather than distributing across the full startup ecosystem. This concentration created the AI talent shortfall that drove the compensation premium we document in our VP Engineering compensation report.
The feedback loop was self-reinforcing: as Big Tech stock prices declined through 2022 and the relative value of startup equity at AI-native companies increased, the departure wave accelerated. By Q4 2022, we were seeing senior engineering leaders with 8-12 years at major public tech companies leaving before their next major vest cliff — something that would have been unusual in any prior period. The financial model that had previously favored waiting (another vest cliff, another annual grant cycle) had turned against waiting for the cohort whose unvested equity had depreciated most.
What anchored people who stayed
The senior engineers who remained at Big Tech through 2022 were not uniformly less capable than those who left. Several specific factors anchored them. Most had significant unvested equity that had been granted at lower prices in 2020-2021 and still held value despite stock declines. Some had specific organizational roles — staff or principal engineer positions with cross-cutting technical authority — that were genuinely harder to replicate at smaller organizations. And a meaningful group had genuine conviction in their company's competitive position in the AI transition that the departure-wave narrative missed. The engineers who remained at Google, Microsoft, and Amazon to build their AI capabilities were often better-positioned to influence the industry's direction than those who left for smaller organizations, and they knew it.
For the current picture of how Big Tech VPE compensation compares to other options, see our 2026 VP Engineering compensation report.