From Q4 2021 through Q4 2022, voluntary departures among senior engineering leaders at the largest US technology companies — Google, Meta, Amazon, Apple, Microsoft — ran at roughly 1.8 times the pre-pandemic baseline. The exits clustered at particular seniority tiers: L6 and L7 on Google-equivalent leveling frameworks, and the VP and Director ranks at organizations with flatter hierarchies. More junior individual contributors exhibited different behavior; this was distinctly a senior engineering leadership phenomenon.
This was not the same dynamic as the broader Great Resignation we examined in our 2021 analysis. The general workforce quit rate was fueled by workers at the lower end of the income spectrum; the 2022 Big Tech senior engineering exodus was propelled by some of the most highly compensated individual contributors and managers in the entire US labor market. The motivations were specific, and examining them sheds light on enduring truths about what genuinely retains senior engineering talent.
What actually drove the departures
Based on discussions with dozens of senior engineers who departed major US tech companies in 2022, three factors predominated — and they diverge from the explanations commonly offered in media coverage of the period.
Diminishing individual impact at scale. A principal or staff engineer at a 60,000-person technology company in 2022 was, in numerous cases, focused on incremental refinements to mature products that touched hundreds of millions of users but in ways that felt peripheral. That same engineer at a Series B or C startup would be making foundational architectural choices that determined whether the company’s core product functioned at all. Both positions carried senior titles; they felt fundamentally different in terms of personal agency and the weight of technical decisions.
Flattening compensation growth. By 2022, senior engineers at major US technology firms had experienced 5 years of aggressive total-compensation expansion driven largely by stock-price gains. Base salary and equity grant components were substantial but increasingly constrained by compensation bands. Realized pay was growing only as rapidly as the stock price — which had, for most major tech companies, crested in late 2021 and trended downward through much of 2022. For senior engineers who had postponed departure decisions because their unrealized equity was appreciating, the declining share price eliminated the rationale for waiting. Many who had been planning to “leave after the next vesting cliff” moved up their timeline.
Organizational overhead fatigue. Multiple engineering leaders who departed major US tech companies in 2022 described an identical dynamic: the management burden of operating at scale had expanded to the point where they devoted a significant portion of their time navigating internal approvals, cross-functional alignment processes, and organizational politics rather than performing the technical work they were hired to do. This is an inherent characteristic of large organizations rather than a failing of any particular company, but it compounded into genuine dissatisfaction for senior engineers whose success had been built on their ability to build and ship rapidly.
The role of declining stock prices
Falling share prices at major US technology companies in 2022 influenced the senior engineering departure narrative in two opposing ways. On one hand, they hastened the exits of engineers who had been waiting for “one more vest” — because the upcoming vest was now worth less than when they originally decided to stay. On the other hand, they diminished the appeal of joining a pre-IPO startup whose own valuation was also contracting. The net result was that 2022 produced elevated Big Tech departure rates without a proportional spike in startup senior engineering hiring — because the startup equity narrative was also cloudier than it had been in 2021.
The more straightforward exit path for many 2022 senior engineers led to AI-native companies, which were raising capital at rising valuations throughout most of 2022 even as the broader technology market retreated. The foundation-model companies (OpenAI, Anthropic, Cohere, and others) were assembling some of the most substantial equity packages in the history of the engineering labor market, precisely because they needed to pull senior talent away from Big Tech at a moment when Big Tech equity had lost much of its luster. This dynamic directly foreshadowed the “AI premium” in engineering compensation that we document in our 2026 VP Engineering compensation report.
Their destinations
Drawing on our 2022 placement data and network conversations, the landing spots for senior Big Tech engineering departures in 2022 divided roughly into thirds: approximately one-third moved to other major technology companies (Microsoft to Amazon or the reverse), about one-third joined late-stage or AI-native startups, and the remaining third pursued some form of advisory, board, or fractional engagement. That final category — which scarcely existed as a senior engineering destination five years prior — reflects both the accumulated financial independence of senior Big Tech engineers and the expanding market for their expertise as advisors to well-capitalized startups.
The aftermath
The 2022 voluntary departure wave was succeeded by the 2022-2023 tech layoff cycle, which fundamentally altered the landscape of the senior engineering labor market. Companies that had been aggressively pursuing senior talent in 2021 and early 2022 were conducting large-scale engineering layoffs by late 2022. The consequence was that voluntary attrition and involuntary displacement were occurring simultaneously, creating a brief window of genuine upheaval in the senior engineering talent market.
By 2024 and 2025, the market had recalibrated around the AI-native premium we explore in greater depth in our current-year research. The 2022 dynamics served as the catalyst for a structural transformation that continues to unfold.
The resulting AI talent reallocation
In hindsight, the 2022 senior engineering departure from Big Tech was the opening chapter of a broader talent redistribution that shaped the 2023-2025 period. Engineers leaving Google, Meta, and Amazon clustered disproportionately at AI-infrastructure organizations — foundation model laboratories, AI platform companies, and applied-AI startups — rather than spreading evenly across the wider startup landscape. This concentration produced the AI talent deficit that fueled the compensation premium we detail in our VP Engineering compensation report.
The dynamic was self-reinforcing: as Big Tech share prices fell through 2022 and the relative attractiveness of startup equity at AI-native companies grew, the departure wave intensified. By Q4 2022, we observed senior engineering leaders with 8-12 years at major public technology companies departing ahead of their next significant vest cliff — behavior that would have been atypical in any earlier period. The financial calculus that had previously rewarded patience (another vest cliff, another annual grant cycle) had shifted against waiting for the cohort whose unvested equity had lost the most value.
What kept those who stayed
The senior engineers who remained at Big Tech throughout 2022 were not categorically less talented than those who departed. Several distinct factors held them in place. Most possessed substantial unvested equity granted at lower valuations during 2020-2021 that retained meaningful value despite stock declines. Some occupied specific organizational roles — staff or principal engineer positions carrying cross-functional technical authority — that were genuinely difficult to reproduce at smaller companies. And a notable contingent held authentic conviction in their company’s competitive positioning for the AI transition that the departure-wave narrative overlooked. The engineers who stayed at Google, Microsoft, and Amazon to develop their AI capabilities were frequently better positioned to shape the industry’s trajectory than those who left for smaller organizations, and they recognized it.
For the current landscape of how Big Tech VPE compensation stacks up against alternatives, see our 2026 VP Engineering compensation report.