The Most In-Demand Product Management Skills: A Keyword Analysis of 1,082 Job Postings

Advice about which skills product managers (PMs) need is plentiful, but it is rarely grounded in what employers actually write in their postings. This paper measures how often 24 skills are mentioned in 1,082 unique PM job postings at 165 companies, collected on 9 November 2026 from the public Greenhouse, Ashby and Lever job-board APIs. A skill counts as demanded when its keywords appear anywhere in the posting body. The core of the role is stable and near universal: roadmap ownership (78%), communication (76%), strategy and vision (74%) and stakeholder or cross-functional work (74%) appear in about three quarters of postings, and at least one of six core operating skills appears in 99%. AI is now a second core: 46% of postings are classed as AI-focused, and 55% of all postings mention at least one of seven AI-specific skills. The largest gaps between AI-focused and other postings are for AI agents (60% vs 12%), machine learning (44% vs 11%), generative AI (38% vs 7%) and prototyping or coding (37% vs 18%). Narrow AI techniques are rarely named: prompt engineering appears in 8% of postings, model evaluation in 7% and fine-tuning or retrieval-augmented generation in 4%. Seniority changes the mix: strategy rises from 61% of Entry and PM postings to 90% of Group, Director and VP postings, and pricing from 13% to 25%, while prototyping falls from 39% to 17%. SQL (13%), user research (15%) and pricing (18%) are mentioned less than practitioner advice would suggest. The paper proposes a six-family skills taxonomy and discusses what the results mean for candidates and for training providers. Data: AllthingsPM PM Hiring Index, November 2026 (1,082 Product Manager job postings, 165 companies), doi:10.5281/zenodo.24072616. Part of the AllthingsPM PM Hiring Index working paper series. Author: Arpit Ranjan, AllthingsPM (allthingspm.app). Conflict of interest: the author is the founder of AllthingsPM, an AI product management course and interview-practice platform mentioned in this paper.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-09
DOI
https://doi.org/10.5281/zenodo.24072649
Primary Topic
Higher Education and Employability
Type
article
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article

The Most In-Demand Product Management Skills: A Keyword Analysis of 1,082 Job Postings

Arpit Ranjan
Zenodo (CERN European Organization for Nuclear Research)
Higher Education and Employability
article

The Most In-Demand Product Management Skills: A Keyword Analysis of 1,082 Job Postings

Arpit Ranjan
article en

Abstract

Advice about which skills product managers (PMs) need is plentiful, but it is rarely grounded in what employers actually write in their postings. This paper measures how often 24 skills are mentioned in 1,082 unique PM job postings at 165 companies, collected on 9 November 2026 from the public Greenhouse, Ashby and Lever job-board APIs. A skill counts as demanded when its keywords appear anywhere in the posting body. The core of the role is stable and near universal: roadmap ownership (78%), communication (76%), strategy and vision (74%) and stakeholder or cross-functional work (74%) appear in about three quarters of postings, and at least one of six core operating skills appears in 99%. AI is now a second core: 46% of postings are classed as AI-focused, and 55% of all postings mention at least one of seven AI-specific skills. The largest gaps between AI-focused and other postings are for AI agents (60% vs 12%), machine learning (44% vs 11%), generative AI (38% vs 7%) and prototyping or coding (37% vs 18%). Narrow AI techniques are rarely named: prompt engineering appears in 8% of postings, model evaluation in 7% and fine-tuning or retrieval-augmented generation in 4%. Seniority changes the mix: strategy rises from 61% of Entry and PM postings to 90% of Group, Director and VP postings, and pricing from 13% to 25%, while prototyping falls from 39% to 17%. SQL (13%), user research (15%) and pricing (18%) are mentioned less than practitioner advice would suggest. The paper proposes a six-family skills taxonomy and discusses what the results mean for candidates and for training providers. Data: AllthingsPM PM Hiring Index, November 2026 (1,082 Product Manager job postings, 165 companies), doi:10.5281/zenodo.24072616. Part of the AllthingsPM PM Hiring Index working paper series. Author: Arpit Ranjan, AllthingsPM (allthingspm.app). Conflict of interest: the author is the founder of AllthingsPM, an AI product management course and interview-practice platform mentioned in this paper.

Zenodo (CERN European Organization for Nuclear Research)
Higher Education and Employability
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