{"h1":"Most requested AI skills in product jobs","faq":[{"a":"AI product management is the most requested AI skill in product jobs: it is named in 17.8% of openings.","q":"Which skill ranks first: most requested ai skills in product jobs?"},{"a":"20 skills have at least 30 openings, so the list has 20 entries.","q":"How many skills are ranked?"},{"a":"A AI skill's score is the share of product open professional roles whose posting names it, read by our AI-skill tagger from the full posting text across 24 AI skills in three groups: using AI in your work, leading AI, and building AI systems. Only skills named in at least 30 openings are ranked.","q":"How is the ranking calculated?"},{"a":"Every month. This is the November 2026 edition. Older editions stay on this site at their own dated addresses.","q":"How often is it updated?"}],"lead":"AI product management is the most requested AI skill in product jobs: it is named in 17.8% of openings.","minN":30,"rows":[{"n":1272,"key":"skill:l_ai_product","sub":"Leading AI","href":null,"name":"AI product management","rank":1,"stats":[{"label":"Openings naming it","value":"1,272"},{"label":"Median posted pay with it","value":"$213k"},{"label":"Pay against all product openings","value":"+7%"}],"value":0.1782761037140855,"change":null,"employers":[],"valueLabel":"17.8%"},{"n":1145,"key":"skill:a_tool_use","sub":"Using AI in your work","href":null,"name":"AI tools in daily work","rank":2,"stats":[{"label":"Openings naming it","value":"1,145"},{"label":"Median posted pay with it","value":"$200k"},{"label":"Pay against all product openings","value":"−0%"}],"value":0.1604765241765942,"change":null,"employers":[],"valueLabel":"16.0%"},{"n":896,"key":"skill:a_agentic_automation","sub":"Using AI in your work","href":null,"name":"AI workflow automation","rank":3,"stats":[{"label":"Openings naming it","value":"896"},{"label":"Median posted pay with it","value":"$220k"},{"label":"Pay against all product openings","value":"+10%"}],"value":0.1255781359495445,"change":null,"employers":[],"valueLabel":"12.6%"},{"n":538,"key":"skill:b_llm_eng","sub":"Building AI systems","href":null,"name":"LLM application engineering","rank":4,"stats":[{"label":"Openings naming it","value":"538"},{"label":"Median posted pay with it","value":"$224k"},{"label":"Pay against all product openings","value":"+12%"}],"value":0.07540294323756132,"change":null,"employers":[],"valueLabel":"7.5%"},{"n":241,"key":"skill:a_coding_assist","sub":"Using AI in your work","href":null,"name":"AI coding assistants","rank":5,"stats":[{"label":"Openings naming it","value":"241"},{"label":"Median posted pay with it","value":"$210k"},{"label":"Pay against all product openings","value":"+5%"}],"value":0.03377715487035739,"change":null,"employers":[],"valueLabel":"3.4%"},{"n":233,"key":"skill:l_governance","sub":"Leading AI","href":null,"name":"AI governance and risk","rank":6,"stats":[{"label":"Openings naming it","value":"233"},{"label":"Median posted pay with it","value":"$216k"},{"label":"Pay against all product openings","value":"+8%"}],"value":0.03265592151366503,"change":null,"employers":[],"valueLabel":"3.3%"},{"n":216,"key":"skill:l_strategy","sub":"Leading AI","href":null,"name":"AI strategy and use cases","rank":7,"stats":[{"label":"Openings naming it","value":"216"},{"label":"Median posted pay with it","value":"$208k"},{"label":"Pay against all product openings","value":"+4%"}],"value":0.03027330063069376,"change":null,"employers":[],"valueLabel":"3.0%"},{"n":205,"key":"skill:b_eval","sub":"Building AI systems","href":null,"name":"AI evaluation and guardrails","rank":8,"stats":[{"label":"Openings naming it","value":"205"},{"label":"Median posted pay with it","value":"$225k"},{"label":"Pay against all product openings","value":"+12%"}],"value":0.02873160476524177,"change":null,"employers":[],"valueLabel":"2.9%"},{"n":165,"key":"skill:l_responsible","sub":"Leading AI","href":null,"name":"Responsible AI","rank":9,"stats":[{"label":"Openings naming it","value":"165"},{"label":"Median posted pay with it","value":"$175k"},{"label":"Pay against all product openings","value":"−13%"}],"value":0.02312543798177996,"change":null,"employers":[],"valueLabel":"2.3%"},{"n":164,"key":"skill:a_assistants","sub":"Using AI in your work","href":null,"name":"Gen-AI assistants (ChatGPT, Copilot, Claude)","rank":10,"stats":[{"label":"Openings naming it","value":"164"},{"label":"Median posted pay with it","value":"$210k"},{"label":"Pay against all product openings","value":"+5%"}],"value":0.02298528381219341,"change":null,"employers":[],"valueLabel":"2.3%"},{"n":162,"key":"skill:b_model_training","sub":"Building AI systems","href":null,"name":"Model training and deep learning","rank":11,"stats":[{"label":"Openings naming it","value":"162"},{"label":"Median posted pay with it","value":"$223k"},{"label":"Pay against all product openings","value":"+11%"}],"value":0.02270497547302032,"change":null,"employers":[],"valueLabel":"2.3%"},{"n":143,"key":"skill:l_transformation","sub":"Leading AI","href":null,"name":"AI adoption and change management","rank":12,"stats":[{"label":"Openings naming it","value":"143"},{"label":"Median posted pay with it","value":"$225k"},{"label":"Pay against all product openings","value":"+12%"}],"value":0.02004204625087596,"change":null,"employers":[],"valueLabel":"2.0%"},{"n":113,"key":"skill:b_rag","sub":"Building AI systems","href":null,"name":"RAG and vector search","rank":13,"stats":[{"label":"Openings naming it","value":"113"},{"label":"Median posted pay with it","value":"$220k"},{"label":"Pay against all product openings","value":"+10%"}],"value":0.01583742116327961,"change":null,"employers":[],"valueLabel":"1.6%"},{"n":109,"key":"skill:b_mlops","sub":"Building AI systems","href":null,"name":"MLOps","rank":14,"stats":[{"label":"Openings naming it","value":"109"},{"label":"Median posted pay with it","value":"$230k"},{"label":"Pay against all product openings","value":"+15%"}],"value":0.01527680448493343,"change":null,"employers":[],"valueLabel":"1.5%"},{"n":101,"key":"skill:b_ml_general","sub":"Building AI systems","href":null,"name":"Machine learning engineering","rank":15,"stats":[{"label":"Openings naming it","value":"101"},{"label":"Median posted pay with it","value":"$210k"},{"label":"Pay against all product openings","value":"+5%"}],"value":0.01415557112824107,"change":null,"employers":[],"valueLabel":"1.4%"},{"n":95,"key":"skill:a_prompt","sub":"Using AI in your work","href":null,"name":"Prompt design","rank":16,"stats":[{"label":"Openings naming it","value":"95"},{"label":"Median posted pay with it","value":"$216k"},{"label":"Pay against all product openings","value":"+8%"}],"value":0.01331464611072179,"change":null,"employers":[],"valueLabel":"1.3%"},{"n":83,"key":"skill:a_ai_analytics","sub":"Using AI in your work","href":null,"name":"AI-enabled analytics","rank":17,"stats":[{"label":"Openings naming it","value":"83"},{"label":"Median posted pay with it","value":"$200k"},{"label":"Pay against all product openings","value":"+0%"}],"value":0.01163279607568325,"change":null,"employers":[],"valueLabel":"1.2%"},{"n":46,"key":"skill:a_automation_tools","sub":"Using AI in your work","href":null,"name":"Automation platforms (Zapier, n8n, Power Automate)","rank":18,"stats":[{"label":"Openings naming it","value":"46"},{"label":"Median posted pay with it","value":"Not enough pay data"},{"label":"Share of openings","value":"0.64%"}],"value":0.006447091800981079,"change":null,"employers":[],"valueLabel":"0.64%"},{"n":43,"key":"skill:a_enterprise_ai","sub":"Using AI in your work","href":null,"name":"AI in business apps (Agentforce, Now Assist)","rank":19,"stats":[{"label":"Openings naming it","value":"43"},{"label":"Median posted pay with it","value":"Not enough pay data"},{"label":"Share of openings","value":"0.60%"}],"value":0.006026629292221444,"change":null,"employers":[],"valueLabel":"0.60%"},{"n":34,"key":"skill:l_ai_org_lead","sub":"Leading AI","href":null,"name":"Leading AI teams","rank":20,"stats":[{"label":"Openings naming it","value":"34"},{"label":"Median posted pay with it","value":"Not enough pay data"},{"label":"Share of openings","value":"0.48%"}],"value":0.004765241765942537,"change":null,"employers":[],"valueLabel":"0.48%"}],"slug":"ai-skills-most-requested-in-product-jobs","unit":"openings","scope":{"id":"us","kind":"national","name":"United States"},"title":"Most requested AI skills in product jobs","family":"AI skills","method":["A AI skill's score is the share of product open professional roles whose posting names it, read by our AI-skill tagger from the full posting text across 24 AI skills in three groups: using AI in your work, leading AI, and building AI systems.","Only skills named in at least 30 openings are ranked."],"builtAt":"2026-11-02T22:07:31.247Z","edition":"2026-11","measure":"aiskills","sources":["NextChapter job data: open professional roles on employer career sites, verified in the last week"],"baseline":null,"keyFacts":["#1 AI product management, Leading AI: 17.8%","#2 AI tools in daily work, Using AI in your work: 16.0%","#3 AI workflow automation, Using AI in your work: 12.6%","20 skills ranked across product jobs","Data as of November 2026"],"placeNoun":"skills","commentary":["The lead is wide: AI product management (17.8%) is well clear of Gen-AI assistants (ChatGPT, Copilot, Claude) at #10 (2.3%).","AI product management is the largest market in the top ten, with 1,272 openings behind its figure.","Skills with fewer than 30 openings are not ranked, and small differences between neighbouring ranks are not meaningful."],"license":"Free to use and share with a link to https://launchyournextchapter.com/rankings/ai-skills-most-requested-in-product-jobs"}