# Generative AI Skill · Data Science, Analytics and AI/ML Canonical page: https://career.thegoodapps.co/skills/generative-ai Generative AI refers to artificial intelligence systems, such as large language models, diffusion models, and GANs, that can create new content -- text, images, audio, video, or code -- based on patterns learned from training data. Tools like ChatGPT, Midjourney, and Claude exemplify this technology, which is used by professionals across marketing, software development, design, and research to accelerate content creation and automate creative or analytical tasks. Its rapid advancement since the early 2020s has made it one of the most transformative and widely discussed technology trends across industries. ## Generative AI in the job market - Open roles: 164 - Employers hiring: 69 - Median stated pay: $215,000 (middle half $161,000 – $260,000), from 108 of 164 open roles — the 66% that publish a range, annualized to USD. Only some employers state pay, and the ones that do skew to California and New York, where the law requires it. - Last checked: September 13, 2026 ## Asked for alongside Generative AI Measured from the 164 open roles that name Generative AI, not from a curated list. - [Python](https://career.thegoodapps.co/skills/python) — 54 roles (32.9%) - [Machine Learning](https://career.thegoodapps.co/skills/machine-learning) — 49 roles (29.9%) - [SQL](https://career.thegoodapps.co/skills/sql) — 32 roles (19.5%) - [Amazon Web Services (AWS)](https://career.thegoodapps.co/skills/amazon-web-services-aws) — 28 roles (17.1%) - [Kubernetes](https://career.thegoodapps.co/skills/kubernetes) — 22 roles (13.4%) - [Microsoft Azure](https://career.thegoodapps.co/skills/microsoft-azure) — 21 roles (12.8%) - [PyTorch](https://career.thegoodapps.co/skills/pytorch) — 19 roles (11.6%) - [Java](https://career.thegoodapps.co/skills/java) — 18 roles (11.0%) ## Seniority of these roles - Entry: 5 (3%) - Mid: 17 (11%) - Senior: 82 (55%) - Lead / Staff / Principal: 23 (15%) - Management: 19 (13%) - Executive: 4 (3%) From 150 roles whose posting states a level. ## Where Generative AI roles are - [New York, NY](https://career.thegoodapps.co/jobs/in/new-york-ny) — 16 - [Atlanta, GA](https://career.thegoodapps.co/jobs/in/atlanta-ga) — 7 - [Mountain View, CA](https://career.thegoodapps.co/jobs/in/mountain-view-ca) — 6 - [Austin, TX](https://career.thegoodapps.co/jobs/in/austin-tx) — 5 - [San Francisco, CA](https://career.thegoodapps.co/jobs/in/san-francisco-ca) — 5 - [Bellevue, WA](https://career.thegoodapps.co/jobs/in/bellevue-wa) — 3 Among the 92 of 164 open roles we could place on a map. ## Roles that use Generative AI - [Data Scientist](https://career.thegoodapps.co/occupations/data-scientist) — 17 - [Software Engineer](https://career.thegoodapps.co/occupations/software-engineer) — 17 - [Product Manager](https://career.thegoodapps.co/occupations/product-manager) — 14 - [Management Consultant](https://career.thegoodapps.co/occupations/management-consultant) — 11 - [Machine Learning Engineer](https://career.thegoodapps.co/occupations/machine-learning-engineer) — 8 - [Account Executive](https://career.thegoodapps.co/occupations/account-executive) — 6 ## Employers hiring for Generative AI - [Accenture](https://career.thegoodapps.co/organizations/accenture) — 22 open roles - [Intuit](https://career.thegoodapps.co/organizations/intuit) — 15 open roles - [Visa Inc.](https://career.thegoodapps.co/organizations/visa-inc) — 13 open roles - [Warner Bros. Discovery](https://career.thegoodapps.co/organizations/warner-bros-discovery) — 6 open roles - [LangChain](https://career.thegoodapps.co/organizations/langchain) — 5 open roles - [American International Group](https://career.thegoodapps.co/organizations/american-international-group) — 4 open roles Related skills: [Prompt Engineering](https://career.thegoodapps.co/skills/prompt-engineering), [ChatGPT](https://career.thegoodapps.co/skills/chatgpt), [Midjourney](https://career.thegoodapps.co/skills/midjourney), [Machine Learning](https://career.thegoodapps.co/skills/machine-learning), [Stable Diffusion](https://career.thegoodapps.co/skills/stable-diffusion), [AI Art Generation](https://career.thegoodapps.co/skills/ai-art-generation), [AI powered creativity](https://career.thegoodapps.co/skills/ai-powered-creativity), [LLMs (Large Language Models)](https://career.thegoodapps.co/skills/llms-large-language-models), [OpenAI](https://career.thegoodapps.co/skills/openai), [Natural Language Processing](https://career.thegoodapps.co/skills/natural-language-processing), [Adobe Firefly](https://career.thegoodapps.co/skills/adobe-firefly), [Amazon Bedrock](https://career.thegoodapps.co/skills/amazon-bedrock) ## Open roles requiring Generative AI (164) - [AI Identity and Access Management Consulting Director](https://career.thegoodapps.co/jobs/176f7920-38d5-4bf4-8381-aaee9d9979cd/ai-identity-and-access-management-consulting-director-at-cna-financial) at [CNA Financial](https://career.thegoodapps.co/organizations/cna-financial) — Chicago, IL, $97,000 – $189,000 - [Enterprise Architect - Onsite](https://career.thegoodapps.co/jobs/2203622b-761a-4986-8d8c-8ef815efab65/enterprise-architect-onsite-at-beckman-coulter) at [Beckman Coulter](https://career.thegoodapps.co/organizations/beckman-coulter) — Full-time, $190,000 – $220,000 - [Senior Director Process Excellence - Global Business Services](https://career.thegoodapps.co/jobs/a81c87f8-cc6e-42c3-ad9e-eadc746e2e64/senior-director-process-excellence-global-business-services-at-cabot-corporation) at [Cabot Corporation](https://career.thegoodapps.co/organizations/cabot-corporation) — $228,700 – $331,600 - [Marketing Director Global AI Enablement](https://career.thegoodapps.co/jobs/9f557c10-29bf-40f6-a102-3ccbe9be025e/marketing-director-global-ai-enablement-at-brown-forman) at [Brown–Forman](https://career.thegoodapps.co/organizations/brown-forman) - [Associate Director, Field Analytics and Reporting (HQ)](https://career.thegoodapps.co/jobs/2a3cd5bd-dc23-48c0-8955-5ef4db55b36b/associate-director-field-analytics-and-reporting-hq-at-biogen) at [Biogen](https://career.thegoodapps.co/organizations/biogen) — Cambridge, MA, $162,000 – $223,000 - [Regional Category Manager (EMEA) – Connectivity & B2B](https://career.thegoodapps.co/jobs/b9347944-ab6f-4190-a248-b3b48fec94a0/regional-category-manager-emea-connectivity-b2b-at-belkin) at [Belkin](https://career.thegoodapps.co/organizations/belkin) — Full-time, Hemel Hempstead - [Product Engineer II - Hybrid AZ](https://career.thegoodapps.co/jobs/06f8a1e0-2243-474b-8c8f-61333f5c2f40/product-engineer-ii-hybrid-az-at-best-western) at [Best Western](https://career.thegoodapps.co/organizations/best-western) — Full-time, Remote-AZ - [Generative AI Product Owner](https://career.thegoodapps.co/jobs/8198c17b-6b4e-4180-ad2b-4e8faf1087d5/generative-ai-product-owner-at-american-international-group) at [American International Group](https://career.thegoodapps.co/organizations/american-international-group) — Atlanta, GA - [Sr. Technology Manager, Legal & Compliance](https://career.thegoodapps.co/jobs/dec2e46e-603c-40a7-b865-0d4e66b40dd0/sr-technology-manager-legal-compliance-at-alliancebernstein) at [AllianceBernstein](https://career.thegoodapps.co/organizations/alliancebernstein) — Nashville, TN - [Manager, Enterprise Application Development](https://career.thegoodapps.co/jobs/1459c913-a10a-4ea6-8270-3a1d245d56eb/manager-enterprise-application-development-at-a-dec) at [A-dec](https://career.thegoodapps.co/organizations/a-dec) — Newberg, OR All 164 open roles: https://career.thegoodapps.co/jobs?skills=5767da8b-863c-4d0e-a971-c5f35f9a1ea4 ## People with Generative AI (1) - [Ben Garves](https://career.thegoodapps.co/profile/bengarves) (@bengarves)