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Compensation Intelligence

The 2026 Developer Salary Index

18 specializations. Ranked by pay, growth, and demand. ML Engineers now command a 23% premium over backend engineers at the same experience level. Here's how every specialization stacks up.

Published January 2026·Updated June 2026·Free to cite (CC BY 4.0)·Full rankings ↓

Top 5 Developer Roles by Pay

Median US salary, 2026. All figures include base salary only; total comp at FAANG may be 40–80% higher.

#1+14% YoY

ML / AI Engineer

$168,000

median

#2+11% YoY

Cloud Architect

$158,000

median

#3+9% YoY

Security Engineer

$155,000

median

#4+8% YoY

DevOps / SRE

$148,000

median

#5+6% YoY

Full-Stack Engineer

$142,000

median

Full Developer Salary Rankings (2026)

Demand Score (0–100) reflects relative job posting volume and time-to-fill metrics from LinkedIn and Indeed data. Higher = more in-demand.

Rank	Specialization	Median (USD)	YoY Growth	Demand Score
1	ML / AI Engineer	$168,000	+14%	98
2	Cloud Architect	$158,000	+11%	94
3	Security Engineer	$155,000	+9%	91
4	DevOps / SRE	$148,000	+8%	89
5	Full-Stack Engineer	$142,000	+6%	96
6	Data Engineer	$138,000	+10%	87
7	Backend Engineer	$136,000	+5%	93
8	Mobile Engineer (iOS/Android)	$132,000	+4%	82
9	Platform Engineer	$128,000	+7%	78
10	Data Scientist	$125,000	+6%	85
11	Embedded / Firmware Engineer	$118,000	+5%	72
12	QA / SDET	$112,000	+4%	76
13	Frontend Engineer	$108,000	+3%	88
14	Game Developer	$102,000	+2%	65
15	Android Developer	$98,000	+4%	79
16	Junior Backend Engineer	$92,000	+3%	84
17	Junior Frontend Engineer	$84,000	+2%	81
18	Junior Frontend (entry)	$78,000	+1%	77

Trend Watch

AI/ML Roles: The New Salary Ceiling

The surge in AI/ML engineering compensation isn't a bubble — it's structural. Three forces are compounding simultaneously: severe talent scarcity (only ~120,000 qualified ML engineers in the US labor market against ~400,000 open roles), the capital intensity of AI infrastructure driving productivity premiums at every marginal hire, and bidding wars between hyperscalers (Google, Microsoft, Amazon, Meta) and well-funded startups.

AI Safety Engineers and LLM Fine-tuning Specialistsare two emerging sub-roles not yet large enough to rank independently that are commanding $180,000–$240,000 at leading labs. These roles didn't meaningfully exist three years ago.

For engineers considering a specialization pivot: the ML/AI premium compounds over a career. A senior ML engineer earns approximately $295,000 median — compared to $218,000 for a senior backend engineer at the same seniority level.

Experience Multipliers

Applied to mid-level role base salaries. Multipliers represent the typical ratio of compensation at each band relative to entry-level (1.0×).

Experience Band	Level Label	Multiplier	Example Range (Full-Stack)
0–2 years	Entry	1.0×	$78K–$95K
3–5 years	Mid	1.35×	$105K–$128K
6–10 years	Senior	1.75×	$136K–$175K
10+ years	Staff/Principal	2.3×	$178K–$240K+

Note: "Total comp" at public tech companies (RSUs + bonus) can add 30–100% on top of base. These figures represent base salary medians.

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