MarketsWorldWill Levels.fyi report that software engineer's sa
🌍 WorldKalshi42/100 confidence

Will Levels.fyi report that software engineer's salaries are lower in 2026 than they were in 2022?

Forecasting market: Will Levels.fyi report that software engineer's salaries are lower in 2026 than they were in 2022?

Alpha Opportunity

34/100
Market Price15%Kalshi
Analyst Estimate40%Analyst research
=
Your Edge+25.0%Bet buy
RecommendedYES0% APY
Trade on Kalshi

Alpha Thesis

📊 Dr. Sarah Chen⚖️ James Kowalski🔬 Dr. Aisha Patel🧠 Marcus WebbUpdated 2026-03-15
60/100
📊Free Summary

We believe the lower software engineer salaries in 2026 market at 15% is undervalued. The combination of AI-driven productivity gains (reducing headcount demand), elevated tech layoffs (2023-2025 trends continuing), increased global competition (remote work enabling overseas hiring), and the Iran war's economic drag all point to downward salary pressure in 2026. The 15% price underweights these structural headwinds.

📐Key Metrics

1
AI displacementThe Efficiency ParadoxAI coding tools (Cursor, Copilot, Claude) are increasing individual productivity, reducing the NUMBER of engineers companies need to hire.
2
250K+ layoffsTech Layoff WaveOver 250,000 tech workers were laid off 2023-2025. The oversupply of experienced engineers increases salary competition.
3
Remote = GlobalGeographic ArbitrageRemote work enables companies to hire engineers in lower-cost markets (Europe, Asia, Latin America), pressuring US salaries.

Key Findings

  • 15% vs. 40%: Our AI May Be High — While structural headwinds exist, software engineer salaries have been remarkably sticky even during layoffs. True probability: ~25-30%.
  • AI as Productivity Tool — Companies need fewer engineers when each engineer is 2-3x more productive with AI tools. This reduces demand at the margin.
  • Layoff Oversupply — 250K+ laid-off engineers flooding the market creates competition that prevents salary inflation.
  • Levels.fyi Data — Levels.fyi specifically measures total compensation at top tech companies. If these companies freeze hiring, salaries flatten.
  • Counter: Inflation — General inflation means nominal salaries tend to rise even when real wages fall. The resolution depends on nominal vs. real.
🔒

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Alpha Quality Factors

Criteria that determine how exploitable this mispricing is

Edge Magnitude+25.0% raw edge — Strong mispricing
100
Liquidity Health$6K available — Thinner market, size carefully
0
Volume Activity$500 24h volume — Lower activity, watch for stale pricing
0
Time ValueExpires in 12 months — Longer horizon, more uncertainty
40
Analyst Confidence42/100 confidence — Lower conviction, speculative
30

Human Bias Detected

Cognitive biases creating this alpha opportunity

🧠
Information Asymmetry

The crowd may lack specialized knowledge that narrows the true probability range.

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Market Data

Liquidity$6K
24h Volume$500
Expected Return0.0%
Annualized APY0%
Time to Expiry12 months
Risk Levelmedium

Position Sizing

Kelly Criterion (per $1,000 bankroll)

Full Kelly$1417141.7%
½ Kelly ★$70870.8%
¼ Kelly$35435.4%

Payoff Scenarios

InvestWinLose
$100+$18-$100
$250+$44-$250
$500+$88-$500
$1000+$176-$1000

Analysis Team

📊
Dr. Sarah ChenLead Quantitative Analyst
⚖️
James KowalskiRisk & Position Strategist
🔬
Dr. Aisha PatelDomain Research Lead
🧠
Marcus WebbBehavioral Finance Specialist