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Salary intelligence from live listings
Medians and percentile ranges come from roles with disclosed compensation in our job index — not self-reported surveys. Pick a category slice or open the free benchmark tool to filter by skills and seniority.
At a glance
- Figures reflect listings where employers publish salary_min and salary_max — sample sizes vary by category.
- We do not publish regional salary breakdowns until coverage is consistent enough to be trustworthy.
- Pair category pages with 8,665 indexed roles on Skill Trends for demand context.
Indexed listings
8,665
All categories in the latest scrape
Companies tracked
3,901
Salary categories
6
Data, engineering, AI, DevOps, security, product
Free benchmark
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Filter by skills on /utilities/salary-benchmark
Browse by category
Categories with enough disclosed salaries include live percentile ranges.
Data salaries
Analyst, scientist and analytics engineering roles in the data category slice.
Median $96,227 · 2,158 listings
Engineering salaries
Software and platform engineering listings with disclosed compensation.
Median $133,900 · 2,950 listings
AI & ML salaries
Machine learning, AI engineering and applied research hiring signals.
Median $118,127 · 865 listings
DevOps salaries
Infrastructure, SRE and platform operations with salary fields present.
Median $108,327 · 1,150 listings
Security salaries
AppSec, cloud security and GRC roles in the security category.
Median $100,722 · 445 listings
Product salaries
Product management and adjacent roles with compensation in listings.
Median $135,650 · 396 listings
Browse by role
Role-specific salary ranges, seniority breakdowns and skill premiums.
Data Analyst salary
Salary ranges for data analyst roles from live listings — SQL, BI tools, Python and stakeholder reporting.
Median $68,601 · 733 listings
Data Engineer salary
Compensation data for data engineer roles — pipelines, ETL, cloud infrastructure, Spark and orchestration.
Median $113,750 · 668 listings
Data Scientist salary
Salary benchmarks for data scientist roles — statistics, machine learning, Python and experimentation.
Median $121,903 · 480 listings
Analytics Engineer salary
Pay ranges for analytics engineers — dbt, data modelling, Snowflake, BigQuery and semantic layer work.
Median $84,800 · 68 listings
ML Engineer salary
Salary data for ML engineers — model deployment, MLOps, PyTorch, TensorFlow and production systems.
Median $115,938 · 435 listings
AI Engineer salary
Salary data for AI engineers — LLMs, RAG, prompt engineering, LangChain and AI infrastructure.
Median $112,099 · 296 listings
Data Architect salary
Compensation for data architects — data modelling, cloud platforms, governance and warehouse design.
Median $92,500 · 92 listings
Full Stack Developer salary
Salary ranges for full stack developer roles from live listings — React, Node.js, TypeScript, databases and end-to-end delivery.
Median $140,000 · 2,400 listings
Product Manager salary
Compensation for product manager roles — roadmaps, discovery, stakeholder management, analytics and delivery.
Median $137,500 · 320 listings
Product Designer salary
Pay ranges for product designer roles — UX research, interaction design, prototyping, design systems and cross-functional delivery.
Median $132,879 · 53 listings
DevOps Engineer salary
Pay ranges for DevOps engineers — CI/CD, Kubernetes, Terraform, cloud platforms and automation.
Median $98,759 · 487 listings
Security Engineer salary
Salary data for security engineers — application security, cloud security, threat detection and incident response.
Median $101,185 · 337 listings
Backend Engineer salary
Compensation for backend engineers — APIs, microservices, databases, Go, Java and distributed systems.
Median $124,671 · 226 listings
Systems Engineer salary
Pay ranges for systems engineers — Linux, networking, infrastructure, automation and reliability.
Median $121,860 · 186 listings
Platform Engineer salary
Salary data for platform engineers — internal platforms, Kubernetes, CI/CD, developer tooling and cloud.
Median $118,594 · 155 listings
Frontend Engineer salary
Compensation for frontend engineers — React, TypeScript, accessibility, performance and UI engineering.
Median $107,859 · 129 listings
Research Scientist salary
Salary ranges for research scientists — machine learning, experimentation, modelling and applied research.
Median $125,837 · 86 listings
QA Engineer salary
Pay ranges for QA engineers — test automation, frameworks, CI integration and quality processes.
Median $105,390 · 142 listings
Cloud Architect salary
Salary data for cloud architects — AWS, Azure, GCP, infrastructure design and cloud governance.
Median $125,000 · 132 listings
Site Reliability Engineer salary
Compensation for site reliability engineers — observability, incident response, Kubernetes and automation.
Median $109,863 · 85 listings
Infrastructure Engineer salary
Pay ranges for infrastructure engineers — cloud infrastructure, networking, infrastructure as code and platform reliability.
Median $123,102 · 105 listings
SOC Analyst salary
Salary data for SOC analysts — security monitoring, SIEM, threat detection and incident triage.
Median $92,548 · 47 listings
Mobile Developer salary
Compensation for mobile developers — iOS, Android, React Native, app architecture and release.
Median $112,700 · 43 listings
Data Governance salary
Pay ranges for data governance roles — data quality, lineage, cataloguing, privacy and stewardship.
Median $89,028 · 50 listings
BI Engineer salary
Salary data for BI engineers — data modelling, Power BI, Tableau, SQL and reporting pipelines.
Median $71,724 · 45 listings
MLOps Engineer salary
Compensation for MLOps engineers — model deployment, pipelines, monitoring, Kubernetes and ML infrastructure.
Median $118,994 · 44 listings
- Security Architect
Security Architect salary
24 listings with salary data so far
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