{"meta":{"collected_at":"2026-07-29T06:01:04.071Z","sources":["curated_research","usajobs","themuse","arbeitnow","remotive"],"confidence":"high","notes":"Curated data based on LinkedIn Jobs on the Rise 2024/2025, WEF Future of Jobs 2025, Indeed Hiring Lab, Glassdoor salary data, Upwork/Fiverr marketplace trends. Live API data overlaid when available."},"summary":{"total_ai_job_postings_global":2800000,"yoy_growth_percent":32,"avg_salary_premium_percent":28,"top_ai_skill":"Generative AI / LLM","fastest_growing_role":"AI/ML Engineer","remote_share_percent":42},"by_role":[{"role":"AI/ML Engineer","postings_estimate":450000,"yoy_growth":65,"avg_salary_usd":165000,"remote_share":48,"top_skills":["PyTorch","TensorFlow","Python","LLM Fine-tuning"]},{"role":"Data Scientist","postings_estimate":520000,"yoy_growth":18,"avg_salary_usd":142000,"remote_share":45,"top_skills":["Python","SQL","Statistics","Scikit-learn"]},{"role":"Prompt Engineer","postings_estimate":85000,"yoy_growth":210,"avg_salary_usd":130000,"remote_share":62,"top_skills":["Prompt Design","LLM APIs","Evaluation","Chain-of-Thought"]},{"role":"AI Product Manager","postings_estimate":120000,"yoy_growth":45,"avg_salary_usd":155000,"remote_share":40,"top_skills":["AI Strategy","Product Roadmap","Stakeholder Management","Technical Understanding"]},{"role":"NLP Engineer","postings_estimate":180000,"yoy_growth":55,"avg_salary_usd":158000,"remote_share":50,"top_skills":["Transformers","HuggingFace","Text Classification","Named Entity Recognition"]},{"role":"Computer Vision Engineer","postings_estimate":145000,"yoy_growth":28,"avg_salary_usd":155000,"remote_share":38,"top_skills":["OpenCV","CNNs","Object Detection","Image Segmentation"]},{"role":"MLOps Engineer","postings_estimate":195000,"yoy_growth":72,"avg_salary_usd":160000,"remote_share":52,"top_skills":["Kubernetes","MLflow","Docker","CI/CD for ML"]},{"role":"AI Research Scientist","postings_estimate":95000,"yoy_growth":22,"avg_salary_usd":185000,"remote_share":35,"top_skills":["Deep Learning","Paper Writing","PyTorch","Novel Architectures"]},{"role":"AI Ethics / Safety","postings_estimate":35000,"yoy_growth":88,"avg_salary_usd":140000,"remote_share":55,"top_skills":["Bias Detection","Fairness Metrics","Responsible AI","Regulatory Compliance"]},{"role":"Generative AI Developer","postings_estimate":175000,"yoy_growth":320,"avg_salary_usd":170000,"remote_share":58,"top_skills":["LLM APIs","RAG","Vector Databases","Agent Frameworks"]}],"by_region":[{"region":"North America","country":"US","postings":980000,"share_percent":35,"avg_salary_usd":155000,"top_industries":["Tech","Finance","Healthcare"]},{"region":"North America","country":"CA","postings":95000,"share_percent":3.4,"avg_salary_usd":120000,"top_industries":["Tech","Finance","Government"]},{"region":"Europe","country":"GB","postings":285000,"share_percent":10.2,"avg_salary_usd":105000,"top_industries":["Finance","Tech","Healthcare"]},{"region":"Europe","country":"DE","postings":210000,"share_percent":7.5,"avg_salary_usd":95000,"top_industries":["Automotive","Manufacturing","Tech"]},{"region":"Europe","country":"FR","postings":145000,"share_percent":5.2,"avg_salary_usd":85000,"top_industries":["Tech","Aerospace","Finance"]},{"region":"Asia-Pacific","country":"IN","postings":420000,"share_percent":15,"avg_salary_usd":32000,"top_industries":["Tech","IT Services","Finance"]},{"region":"Asia-Pacific","country":"CN","postings":380000,"share_percent":13.6,"avg_salary_usd":48000,"top_industries":["Tech","Manufacturing","E-commerce"]},{"region":"Asia-Pacific","country":"AU","postings":68000,"share_percent":2.4,"avg_salary_usd":110000,"top_industries":["Tech","Mining","Finance"]},{"region":"Rest of World","country":"Other","postings":217000,"share_percent":7.7,"avg_salary_usd":55000,"top_industries":["Tech","Finance","Government"]}],"by_industry":[{"industry":"Technology","ai_job_share_percent":42,"postings":1176000,"avg_salary_usd":160000,"growth_rate":45},{"industry":"Finance & Banking","ai_job_share_percent":18,"postings":504000,"avg_salary_usd":155000,"growth_rate":38},{"industry":"Healthcare & Pharma","ai_job_share_percent":12,"postings":336000,"avg_salary_usd":145000,"growth_rate":52},{"industry":"Manufacturing","ai_job_share_percent":8,"postings":224000,"avg_salary_usd":130000,"growth_rate":35},{"industry":"Retail & E-commerce","ai_job_share_percent":7,"postings":196000,"avg_salary_usd":135000,"growth_rate":28},{"industry":"Automotive","ai_job_share_percent":5,"postings":140000,"avg_salary_usd":140000,"growth_rate":30},{"industry":"Government & Defense","ai_job_share_percent":4,"postings":112000,"avg_salary_usd":125000,"growth_rate":42},{"industry":"Other","ai_job_share_percent":4,"postings":112000,"avg_salary_usd":120000,"growth_rate":22}],"salary_comparison":[{"role":"Software Engineer","with_ai_skills_usd":165000,"without_ai_skills_usd":130000,"premium_percent":27},{"role":"Data Analyst","with_ai_skills_usd":115000,"without_ai_skills_usd":85000,"premium_percent":35},{"role":"Product Manager","with_ai_skills_usd":170000,"without_ai_skills_usd":140000,"premium_percent":21},{"role":"DevOps Engineer","with_ai_skills_usd":160000,"without_ai_skills_usd":128000,"premium_percent":25},{"role":"UX Designer","with_ai_skills_usd":130000,"without_ai_skills_usd":105000,"premium_percent":24},{"role":"Marketing Manager","with_ai_skills_usd":125000,"without_ai_skills_usd":95000,"premium_percent":32},{"role":"Business Analyst","with_ai_skills_usd":120000,"without_ai_skills_usd":92000,"premium_percent":30},{"role":"Cybersecurity Analyst","with_ai_skills_usd":150000,"without_ai_skills_usd":120000,"premium_percent":25}],"freelance_market":{"upwork":{"ai_projects_monthly":85000,"avg_hourly_rate_usd":75,"yoy_growth":120,"top_categories":["LLM Development","AI Chatbot","Data Science","Computer Vision"]},"fiverr":{"ai_gigs_total":62000,"avg_price_usd":250,"yoy_growth":95,"top_categories":["AI Art","Chatbot Development","AI Writing","Data Analysis"]}},"time_series":[{"date":"2020-Q1","ai_postings_index":100,"traditional_postings_index":100,"salary_premium_percent":15,"remote_share_percent":12},{"date":"2020-Q2","ai_postings_index":88,"traditional_postings_index":72,"salary_premium_percent":16,"remote_share_percent":35},{"date":"2020-Q3","ai_postings_index":105,"traditional_postings_index":82,"salary_premium_percent":17,"remote_share_percent":32},{"date":"2020-Q4","ai_postings_index":115,"traditional_postings_index":90,"salary_premium_percent":17,"remote_share_percent":28},{"date":"2021-Q1","ai_postings_index":128,"traditional_postings_index":95,"salary_premium_percent":18,"remote_share_percent":26},{"date":"2021-Q2","ai_postings_index":142,"traditional_postings_index":102,"salary_premium_percent":19,"remote_share_percent":25},{"date":"2021-Q3","ai_postings_index":155,"traditional_postings_index":108,"salary_premium_percent":19,"remote_share_percent":24},{"date":"2021-Q4","ai_postings_index":168,"traditional_postings_index":112,"salary_premium_percent":20,"remote_share_percent":23},{"date":"2022-Q1","ai_postings_index":178,"traditional_postings_index":115,"salary_premium_percent":20,"remote_share_percent":22},{"date":"2022-Q2","ai_postings_index":190,"traditional_postings_index":118,"salary_premium_percent":21,"remote_share_percent":22},{"date":"2022-Q3","ai_postings_index":200,"traditional_postings_index":116,"salary_premium_percent":21,"remote_share_percent":21},{"date":"2022-Q4","ai_postings_index":225,"traditional_postings_index":112,"salary_premium_percent":22,"remote_share_percent":22},{"date":"2023-Q1","ai_postings_index":280,"traditional_postings_index":108,"salary_premium_percent":23,"remote_share_percent":28},{"date":"2023-Q2","ai_postings_index":340,"traditional_postings_index":105,"salary_premium_percent":24,"remote_share_percent":32},{"date":"2023-Q3","ai_postings_index":410,"traditional_postings_index":104,"salary_premium_percent":25,"remote_share_percent":35},{"date":"2023-Q4","ai_postings_index":485,"traditional_postings_index":102,"salary_premium_percent":26,"remote_share_percent":37},{"date":"2024-Q1","ai_postings_index":550,"traditional_postings_index":100,"salary_premium_percent":27,"remote_share_percent":38},{"date":"2024-Q2","ai_postings_index":620,"traditional_postings_index":99,"salary_premium_percent":27,"remote_share_percent":40},{"date":"2024-Q3","ai_postings_index":680,"traditional_postings_index":98,"salary_premium_percent":28,"remote_share_percent":41},{"date":"2024-Q4","ai_postings_index":730,"traditional_postings_index":97,"salary_premium_percent":28,"remote_share_percent":42},{"date":"2025-Q1","ai_postings_index":775,"traditional_postings_index":96,"salary_premium_percent":28,"remote_share_percent":42},{"date":"2025-Q2","ai_postings_index":815,"traditional_postings_index":96,"salary_premium_percent":29,"remote_share_percent":43},{"date":"2025-Q3","ai_postings_index":850,"traditional_postings_index":95,"salary_premium_percent":29,"remote_share_percent":43},{"date":"2025-Q4","ai_postings_index":880,"traditional_postings_index":95,"salary_premium_percent":30,"remote_share_percent":44}],"skills_demand":[{"skill":"Python","mention_percent":78,"yoy_change":5,"category":"programming"},{"skill":"PyTorch","mention_percent":52,"yoy_change":18,"category":"framework"},{"skill":"TensorFlow","mention_percent":45,"yoy_change":-3,"category":"framework"},{"skill":"SQL","mention_percent":42,"yoy_change":2,"category":"programming"},{"skill":"LLM / GPT APIs","mention_percent":40,"yoy_change":185,"category":"ai_specific"},{"skill":"RAG","mention_percent":35,"yoy_change":320,"category":"ai_specific"},{"skill":"AWS / Cloud","mention_percent":38,"yoy_change":12,"category":"infrastructure"},{"skill":"Docker / Kubernetes","mention_percent":34,"yoy_change":15,"category":"infrastructure"},{"skill":"Prompt Engineering","mention_percent":30,"yoy_change":250,"category":"ai_specific"},{"skill":"Scikit-learn","mention_percent":28,"yoy_change":-2,"category":"framework"},{"skill":"Transformers / HuggingFace","mention_percent":32,"yoy_change":45,"category":"framework"},{"skill":"Vector Databases","mention_percent":22,"yoy_change":410,"category":"ai_specific"},{"skill":"Computer Vision","mention_percent":20,"yoy_change":8,"category":"domain"},{"skill":"NLP","mention_percent":25,"yoy_change":22,"category":"domain"},{"skill":"MLOps / MLflow","mention_percent":24,"yoy_change":55,"category":"infrastructure"},{"skill":"R","mention_percent":18,"yoy_change":-8,"category":"programming"},{"skill":"Spark / Big Data","mention_percent":22,"yoy_change":5,"category":"infrastructure"},{"skill":"Java","mention_percent":20,"yoy_change":-5,"category":"programming"},{"skill":"Agent Frameworks","mention_percent":18,"yoy_change":500,"category":"ai_specific"},{"skill":"Fine-tuning","mention_percent":26,"yoy_change":150,"category":"ai_specific"}],"live_data":{"adzuna":{},"usajobs":{"artificial intelligence":{"total_results":0,"sample_jobs":[]},"machine learning":{"total_results":0,"sample_jobs":[]},"data science":{"total_results":0,"sample_jobs":[]},"AI engineer":{"total_results":0,"sample_jobs":[]}},"themuse":{"total_results":18014,"by_category":{"Data Science":{"total_in_category":2,"ai_relevant_in_sample":0,"sample_size":0},"Engineering":{"total_in_category":0,"ai_relevant_in_sample":0,"sample_size":0},"Data and Analytics":{"total_in_category":18000,"ai_relevant_in_sample":7,"sample_size":20},"IT":{"total_in_category":0,"ai_relevant_in_sample":0,"sample_size":0},"Software Engineer":{"total_in_category":12,"ai_relevant_in_sample":0,"sample_size":0}},"companies":["SpaceX","Bank of America","Bechtel","UniFirst","Celonis","Uber"],"locations":["Waco, TX","Addison, TX","Charlotte, NC","Fort Worth, TX","Jacksonville, FL","Plano, TX","Brownsville, TX","El Segundo, CA","Lockhart, TX","Lompoc, CA","Redmond, WA","Rockledge, FL","Cheyenne, WY","Houston, TX","Rocky Mount, NC","Madrid, Spain","Bangalore, India","Sunnyvale, CA"],"levels":["Mid Level","Senior Level"]},"arbeitnow":{"total_jobs_on_platform":175,"ai_relevant_jobs":100,"remote_ai_jobs":3,"remote_share_percent":3,"companies":["planetlabs","Saviynt","workato","Trusted Shops SE (DE)","Funded.club","Researchgate","Control Risks 6","Affonso","Patterno","sparetech","Doctolib","Congrify Payments Intelligence (an Ixopay Company)","Fact Finder","campoint AG","Quantum-Systems GmbH","Distart Education GmbH","dept","remotecom","sumup","fleetster","SumUp","ANGEHEUERT GmbH Personalberatung","FactFinder","ocadogroup","intercom","databricks","wppmedia","Ogilvy","eucalyptus","heliosx"],"locations":["Berlin","Berlin, Netherlands","Berlin, Netherlands; London, United Kingdom","Remote Germany","Cologne, Nordrhein-Westfalen, Germany","Berlin, Germany","Frankfurt am Main, Germany","Cologne","Hamburg","Paris, France","Munich","Seligenstadt","Gilching","Leipzig","Berlin, hybrid","Gilching, Bayern, Germany","Welwyn Garden City","Sydney, Australia","London","Milan, Italy","Remote","Berlin, Germany; Haarlem, Netherlands; London","Manchester","London, Oxford, Poland, Krakow","Melbourne, Victoria, Australia","London, England, United Kingdom","Amsterdam, Netherlands; London","Staines"],"sample_titles":[{"title":"Working Student, Tasking","company":"planetlabs","location":"Berlin","remote":false},{"title":"Senior Satellite Constellation Manager","company":"planetlabs","location":"Berlin","remote":false},{"title":"Senior Product Designer","company":"planetlabs","location":"Berlin, Netherlands","remote":false},{"title":"Director, People Business Partners EMEA","company":"planetlabs","location":"Berlin, Netherlands; London, United Kingdom","remote":false},{"title":"Strategic Account Executive - Germany","company":"Saviynt","location":"Remote Germany","remote":false},{"title":"System Architect (Rust)","company":"workato","location":"Berlin","remote":false},{"title":"Senior Sales Manager DACH (f/m/d)","company":"Trusted Shops SE (DE)","location":"Cologne, Nordrhein-Westfalen, Germany","remote":false},{"title":"Fullstack Engineer-  AWS, Typescript, Java, Spring Boot, React, Next.js (m/f/d)","company":"Trusted Shops SE (DE)","location":"Cologne, Nordrhein-Westfalen, Germany","remote":false},{"title":"Fullstack Engineer","company":"Funded.club","location":"Berlin, Germany","remote":false},{"title":"Senior System Administrator – Internal IT (m/w/d)","company":"Researchgate","location":"Berlin","remote":false},{"title":"Senior Frontend Engineer - React","company":"Researchgate","location":"Berlin","remote":false},{"title":"Senior Consultant, Advisory and Risk Consulting (Manager m/w/d)","company":"Control Risks 6","location":"Frankfurt am Main, Germany","remote":false},{"title":"Senior Consultant, Advisory and Risk Consulting (Manager m/w/d)","company":"Control Risks 6","location":"Berlin, Germany","remote":false},{"title":"Full-Stack Developer, Junior/Mid-Level, für SaaS Produkt","company":"Affonso","location":"Cologne","remote":true},{"title":"Senior Account Executive (m/w/d)","company":"Patterno","location":"Hamburg","remote":false}]},"remotive":{"total_ai_remote_jobs":36,"by_search":{"ai":{"total_results":36,"new_unique":36},"machine learning":{"total_results":36,"new_unique":0},"llm":{"total_results":36,"new_unique":0},"data science":{"total_results":36,"new_unique":0}},"companies":["Workada","EverAI","Outsite","TELUS Digital","Tribe Wellness","STATLINX","A.Team","garden3d","Mitre Media","Lemon.io","Clipster","The Obesity Society","Coalition Technologies ","LawnStarter","Credit Wellness, LLC","FSE LLC","Unio Digital","IAPWE","Clerky, Inc.","Impact Clients"],"salary_info":[{"title":"Data Labeling Specialists","company":"Workada","salary":"$18 - $22/hr"},{"title":"Mid/Senior AI Cinematic Video Editor","company":"EverAI","salary":"$30k - $100k"},{"title":"Business Development Representative","company":"Outsite","salary":"$45,000 - $50,000"},{"title":"Content Reviewer - United States","company":"TELUS Digital","salary":"$14/hr"},{"title":"Patient Care Specialist","company":"STATLINX","salary":"$36k"},{"title":"Senior Independent Software Developer","company":"A.Team","salary":"$90 - $150 /hour"},{"title":"Senior Independent AI Engineer / Architect","company":"A.Team","salary":"$120 - $170 /hour"},{"title":"Head of Marketing & Communications","company":"garden3d","salary":"$150k - $230k"},{"title":"Tech Lead Full-Stack Rails Engineer","company":"Mitre Media","salary":"$170k - $200k"},{"title":"Remote Office Assistant","company":"Coalition Technologies ","salary":"$31,2k- $52k"},{"title":"Staff Software Engineer, Product (Belo Horizonte)","company":"LawnStarter","salary":"$80k - $100k"},{"title":"Staff Software Engineer, Product (Montevideo)","company":"LawnStarter","salary":"$80k - $100k"},{"title":"Staff Software Engineer, Product (São Paulo)","company":"LawnStarter","salary":"$80k - $100k"},{"title":"Staff Software Engineer, Product (Mexico City)","company":"LawnStarter","salary":"$80k - $100k"},{"title":"Staff Software Engineer, Product (Campinas)","company":"LawnStarter","salary":"$80k - $100k"},{"title":"Staff Software Engineer, Product (Florianópolis)","company":"LawnStarter","salary":"$80k - $100k"},{"title":"Staff Product Engineer (Mexico City)","company":"LawnStarter","salary":"$80k - $100k"},{"title":"Staff Product Engineer (Montevideo)","company":"LawnStarter","salary":"$80k - $100k"},{"title":"Staff Product Engineer (Campinas)","company":"LawnStarter","salary":"$80k - $100k"},{"title":"Staff Product Engineer (Belo Horizonte)","company":"LawnStarter","salary":"$80k - $100k"}]}}}