Even $180,000 Falls Short in San Francisco as AI Wealth Reshapes Tech Pay

San Francisco has long stood as the epicenter of technology compensation. Yet fresh data and worker accounts show that benchmark six-figure packages once viewed as ample now buckle under the weight of surging housing costs and a new tier of AI-driven riches.

Katrine Razniak arrived in the city in 2022 as a recruiter at LinkedIn earning $70,000 a year. She later joined Rippling and saw her pay jump to $180,000 while leading a team of account managers. Her partner, Adam Woodbury, pulls in $185,000 as a software engineer. The couple spent three months hunting for a one-bedroom apartment. Nothing under $5,000 a month appeared. They viewed 30 listings. Many drew 30 applicants in the first hour. “I don’t feel completely hopeless,” Razniak told The New York Times. “But I don’t think I can stay in S.F.” Woodbury added that a slow realization set in. “At some point, there was a slow transition where we both realized it just didn’t make any sense.”

Their story captures a broader squeeze. OpenAI and Anthropic, both anchored in San Francisco, sit on valuations near $1 trillion and prepare for public offerings. Sacra Research projects these IPOs plus related ventures like SpaceX could mint more than 20 new billionaires. That influx of paper wealth has already begun to distort local markets. Groceries. Restaurant tabs. And above all, shelter. The AI elite can bid aggressively. Everyone else recalibrates expectations downward or eyes the exit.

Yet aggregate figures still paint an enviable picture for those who secure the right roles. Median total compensation for software engineers in the San Francisco Bay Area reached $274,500 according to data updated June 28, 2026, on Levels.fyi. The 25th percentile sits at $201,000. The 75th hits $378,000. At the 90th percentile compensation climbs toward $500,000. OpenAI leads the pack with average total pay near $800,000 for engineers. These numbers reflect base salary, stock grants and bonuses. They outpace most other American cities by healthy margins.

Base salaries alone tell a similar tale. Motion Recruitment pegs the average base for San Francisco tech workers at $180,000. Built In reports engineering averages of roughly $179,600. Senior and specialized positions command far more. A staff software engineer in the city can expect a projected median base of $265,000 in 2026, versus $245,000 for comparable remote work, according to a June analysis from Recruiting from Scratch. Senior software engineers sit at $215,000 locally against $200,000 remotely. Machine learning engineers reach $235,000 in San Francisco and $220,000 from afar. The premium has narrowed from 15-20 percent in earlier years to 5-10 percent now. For AI/ML research scientists the gap shrinks to just 3.7 percent. Scarcity of top talent means companies recruit nationally. Location matters less than expertise.

But live in the city and those extra dollars evaporate quickly. A modest one-bedroom can easily exceed $5,000 monthly. Add utilities, parking, food and transportation. The math turns punishing even on $180,000 combined household income. And that figure once represented arrival. Now it marks the floor for many mid-career professionals. Groceries that cost 30 percent more than in other metros compound the pressure. Dining out becomes a calculated luxury.

AI has accelerated this divergence. Frontier labs pay eye-watering sums to attract researchers. Some early technical hires at startups launched by former OpenAI executives have seen base salaries alone quoted between $450,000 and $500,000, per H-1B filing data referenced across multiple compensation trackers. xAI lists engineer roles with base ranges from $180,000 to $440,000 in the Bay Area and Seattle. These packages often come with equity that could multiply many times over upon liquidity events. The result is a bimodal distribution. A small cohort captures windfall gains. The broader engineering workforce contends with stagnant real purchasing power.

Compensation analysts note the shift. The premium for physical presence in San Francisco persists mainly for roles tied to sensitive hardware, security clearances or tight-knit office cultures. Yet for pure software and AI development, remote offers have closed much of the gap. Companies no longer discount pay sharply for workers outside the Bay Area. Talent supply has expanded. Demand for mandatory office attendance has eased. “The strict salary separation erodes,” one analysis from Recruiting from Scratch observed. “It’s a supply and demand issue.”

Still, many engineers choose to stay. Network effects. Investor proximity. The sheer concentration of ambitious peers. Career acceleration in San Francisco remains unmatched for those who climb into principal or staff levels. Total compensation at the upper end can exceed $600,000 when equity vests favorably. That reality fuels ambition. It also breeds resentment among those locked out of the highest brackets.

Recent reports reinforce the trend. A 2026 salary guide from Hurren & Hope highlights senior software engineer base pay in San Francisco running between $191,700 and $236,925, with total compensation estimates from $300,000 to $450,000 or higher. New York trails noticeably. London lags further. Domestic comparisons show the Bay Area premium intact though compressed. Dice and other trackers continue to rank Silicon Valley at the top for raw dollar figures even as growth rates in other tech hubs occasionally outpace it.

The public market debuts of OpenAI and Anthropic could intensify these dynamics. Paper billionaires will convert shares into cash. Real estate bids will climb. Private schools and exclusive amenities will grow more competitive. Workers like Razniak and Woodbury already feel the shift. They question whether the professional upside justifies the personal strain. Others in similar bands echo the sentiment on forums and in quiet conversations with recruiters.

Not every role suffers equally. Security architects, cloud specialists and data engineers focused on AI see robust demand and compensation that keeps pace better with costs. Product managers and engineering leads at scaling companies also fare relatively well. The pain concentrates among mid-level individual contributors and those in non-technical functions inside tech firms. Their salaries have risen. Local expenses have risen faster.

Some companies respond with adjustments. Higher equity grants. Relocation stipends. Remote-first policies that let employees capture lower-cost living while retaining competitive pay. Others double down on San Francisco, betting that the intangible benefits of proximity will continue to draw talent willing to accept the trade-offs. The market is testing both approaches in real time.

One fact stands clear. The old assumptions about what constitutes a “good” tech salary in San Francisco no longer hold. Six figures that once signaled success now invite tough calculations about rent, savings and long-term viability. The AI boom has created fresh winners. It has also sharpened the trade-offs for everyone else who calls the city home. Whether that leads to an exodus or simply louder complaints remains to be seen. For couples like Razniak and Woodbury the decision feels increasingly binary. Stay and stretch. Or leave and breathe easier.

Data from Levels.fyi, updated as recently as June 28, 2026, shows the ceiling remains high for those who break into elite tiers. Yet the floor for comfortable living has moved. And many who sit squarely in the middle wonder if the city still makes sense for them.