product analytics jobs in 2026 — demand, top roles hiring, and related skills

As of 2026-11-05, product analytics appears in 840 job postings indexed by Skillenai over the past 90 days — Product Manager has the most postings mentioning product analytics.

Last updated · 90d ending 2026-11-05

Postings · last 90 days
840
Top role · 49.2% of skill postings
Top hiring metro
San Francisco

Which roles want product analytics?

Upload your resume and Skillenai will show which roles your product analytics experience fits, which skills you already cover, and what is missing.

Frequently asked questions about product analytics

+Is product analytics in demand in 2026?

Yes. product analytics appears in 840 job postings indexed by Skillenai over the 90 days ending 2026-11-05. Product Manager accounts for the most postings mentioning product analytics (49.2% of all postings mentioning product analytics).

+What jobs require product analytics?

According to the Skillenai jobs index over the 90 days ending 2026-11-05, among roles with at least 20 postings, the highest shares mentioning product analytics are Growth Product Manager (33.3% of that role’s postings mention product analytics), Product Analytics Manager (28.1% of that role’s postings mention product analytics), Product Analyst (12.2% of that role’s postings mention product analytics).

+What skills are commonly paired with product analytics?

Across job postings indexed by Skillenai (90 days ending 2026-11-05), product analytics most often appears alongside experimentation, SQL, A/B testing, Product Management, Python.

+Where is product analytics most in demand?

As of 2026-11-05, the metro areas posting the most jobs requiring product analytics are San Francisco, New York City, London, Toronto, Boston, according to the Skillenai jobs index.

+How can I keep up with new product analytics content and jobs?

Skillenai indexes news, blog posts, and research papers mentioning product analytics alongside the jobs index. You can subscribe to a daily email digest of new product analytics content from your Skillenai account.

+Which skills come before and after product analytics?

The skill-flow chart shows skills documented in adjacent positions across observed employer changes. An outgoing skill is documented in the following position but not the preceding one. These are ideas to explore, not proven prerequisites, acquisition dates, or levels of mastery. Each ribbon counts employer moves with that skill pair; one move can contribute several pairs.

Weekly indexed postings requiring product analytics — last 90 days

Salary distribution

Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized

Career paths around product analytics

Skills documented before and after this skill across employer changes.

Historical career profiles · all locations

Skills before product analytics

Before product analyticspython → product analytics: 3 observed employer moves with this skill pairmachine learning → product analytics: 3 observed employer moves with this skill pairPower BI → product analytics: 2 observed employer moves with this skill pairCognos → product analytics: 1 observed employer moves with this skill pairBI platform → product analytics: 1 observed employer moves with this skill pairMicroStrategy → product analytics: 1 observed employer moves with this skill pairETL → product analytics: 1 observed employer moves with this skill pairvisualizations → product analytics: 1 observed employer moves with this skill pairproductanalyticspython: 3 movespython3 movesmachine learning: 3 movesmachine learning3 movesPower BI: 2 movesPower BI2 movesCognos: 1 movesCognos1 movesBI platform: 1 movesBI platform1 movesMicroStrategy: 1 movesMicroStrategy1 movesETL: 1 movesETL1 movesvisualizations: 1 movesvisualizations1 moves

Skills after product analytics

After product analyticsproduct analytics → python: 2 observed employer moves with this skill pairproduct analytics → ETL: 1 observed employer moves with this skill pairproduct analytics → a/b testing: 1 observed employer moves with this skill pairproduct analytics → predictive analytics: 1 observed employer moves with this skill pairproduct analytics → A-B-A Testing: 1 observed employer moves with this skill pairproduct analytics → best practices: 1 observed employer moves with this skill pairproduct analytics → Order tracking: 1 observed employer moves with this skill pairproduct analytics → Natural Language Processing: 1 observed employer moves with this skill pairproductanalyticspython: 2 movespython2 movesETL: 1 movesETL1 movesa/b testing: 1 movesa/b testing1 movespredictive analytics: 1 movespredictiveanalytics1 movesA-B-A Testing: 1 movesA-B-A Testing1 movesbest practices: 1 movesbest practices1 movesOrder tracking: 1 movesOrder tracking1 movesNatural Language Processing: 1 movesNatural LanguageProcessing1 moves
How to read this chart · view counts

Each side is an independent set of observed employer moves, not the same people followed through three stages. Ribbon widths compare move counts within that side. Internal moves are not included.

The following position documents a skill that the preceding position does not. Skills must be linked to both positions, with clear dates and no overlap. One move can connect several skill pairs. These patterns suggest skills to explore; they do not establish prerequisites, when a skill was learned, or a higher skill level.

Source: Skillenai talent graph, historical career profiles. Historical descriptions and coverage can change. Only the leading published connections are shown.

Observed connections and move counts
ConnectionMoves
Before: python3
Before: machine learning3
Before: Power BI2
Before: Cognos1
Before: BI platform1
Before: MicroStrategy1
Before: ETL1
Before: visualizations1
After: python2
After: ETL1
After: a/b testing1
After: predictive analytics1
After: A-B-A Testing1
After: best practices1
After: Order tracking1
After: Natural Language Processing1

Roles most likely to require product analytics

Among roles with at least 20 postings in the same period.

RolePostings mentioning skill% of role postings mentioning skill
Growth Product Manager1533.3%
Product Analytics Manager928.1%
Product Analyst2512.2%
Engineering Product Manager38.8%
Growth Engineer58.8%
Product Data Analyst58.2%
Customer Engineer86.2%
Product Data Scientist25.4%
Commercial Product Manager15.0%
Actuarial Analyst14.8%

Roles with the most product analytics postings

RolePostings mentioning skillShare of skill postings
Product Manager41349.2%
Product Designer556.5%
Data Scientist485.7%
Product Owner313.7%
Product Analyst253.0%
Data Analyst182.1%
Growth Product Manager151.8%
Software Engineer141.7%
Full-Stack Engineer111.3%
Technical Product Manager101.2%

Top companies posting jobs requiring product analytics

Employers ranked by indexed job postings in the last 90 days.

Top companies posting jobs requiring product analytics
CompanyPostings · 90 days
Mixpanel18
Stripe14
Cisco12
Elsevier11
Truelogic10
NBCUniversal8
GoHighLevel8
Autodesk6
OpenAI6
HouseCall Pro6

Job postings indexed over the past 90 days, grouped by resolved employer. Counts are postings, not hires. Companies without a published page appear without a link.

Top metros hiring for product analytics

NamePostingsShare
San Francisco475.6%
New York City414.9%
London202.4%
Toronto172.0%
Boston121.4%
Austin111.3%
Bengaluru101.2%
Berlin101.2%
Dublin101.2%

Skills commonly paired with product analytics

Explore related pages

How this was computed

Weekly job-count charts omit the incomplete current week (weeks start Monday, UTC). Totals include all postings in the stated window. Counts derive from the Skillenai jobs index over the 90 days ending 2026-11-05. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Role prevalence divides postings mentioning product analytics by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s product analytics postings by all product analytics postings, including postings without a role. Shares need not sum to 100% for the displayed roles. Pages refresh weekly (or daily for the top-50 most-requested skills). An adjusted trend is not shown because comparable posting coverage is insufficient.

source
Skillenai jobs index, deduplicated daily
entity_id
d665e251476f16e8
data_as_of
2026-11-05
window_days
90
Compiled by Jared Rand · Data sourced from the Skillenai labor market index