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Human-in-the-loop jobs in 2026 — demand, top roles hiring, and related skills

As of 2026-09-30, Human-in-the-loop appears in 854 job postings indexed by Skillenai over the past 90 days — Product Manager has the most postings mentioning Human-in-the-loop, with demand share up 5.0% vs the prior 4 weeks.

Last updated · 90d ending 2026-09-30

Postings · last 90 days
854
Demand vs prior month
up 5.0% vs the prior 4 weeks
Top role · 11.9% of skill postings
Product Manager
Top hiring metro
New York City

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Frequently asked questions about Human-in-the-loop

+Is Human-in-the-loop in demand in 2026?

Yes. Human-in-the-loop appears in 854 job postings indexed by Skillenai over the 90 days ending 2026-09-30. Product Manager accounts for the most postings mentioning Human-in-the-loop (11.9% of all postings mentioning Human-in-the-loop).

+What jobs require Human-in-the-loop?

According to the Skillenai jobs index over the 90 days ending 2026-09-30, among roles with at least 20 postings, the highest shares mentioning Human-in-the-loop are AI Business Analyst (21.7% of that role’s postings mention Human-in-the-loop), Forward Deployed AI Engineer (12.6% of that role’s postings mention Human-in-the-loop), Interaction Designer (9.7% of that role’s postings mention Human-in-the-loop).

+What skills are commonly paired with Human-in-the-loop?

Across job postings indexed by Skillenai (90 days ending 2026-09-30), Human-in-the-loop most often appears alongside Python, observability, prompt engineering, APIs, LLMs.

+Where is Human-in-the-loop most in demand?

As of 2026-09-30, the metro areas posting the most jobs requiring Human-in-the-loop are New York City, San Francisco, London, Toronto, Bengaluru, according to the Skillenai jobs index.

+How can I keep up with new Human-in-the-loop content and jobs?

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

+Which skills come before and after Human-in-the-loop?

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 Human-in-the-loop — last 90 days

Salary distribution

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

Career paths around Human-in-the-loop

Skills documented before and after this skill across employer changes.

Historical career profiles · all locations

Skills before Human-in-the-loop

Before Human-in-the-looppython → Human-in-the-loop: 3 observed employer moves with this skill pairci/cd → Human-in-the-loop: 1 observed employer moves with this skill pairETL → Human-in-the-loop: 1 observed employer moves with this skill pairGCP N1 → Human-in-the-loop: 1 observed employer moves with this skill pairSSIS → Human-in-the-loop: 1 observed employer moves with this skill pairPostgreSQL → Human-in-the-loop: 1 observed employer moves with this skill pairsql → Human-in-the-loop: 1 observed employer moves with this skill pairFormik → Human-in-the-loop: 1 observed employer moves with this skill pairHuman-in-the…python: 3 movespython3 movesci/cd: 1 movesci/cd1 movesETL: 1 movesETL1 movesGCP N1: 1 movesGCP N11 movesSSIS: 1 movesSSIS1 movesPostgreSQL: 1 movesPostgreSQL1 movessql: 1 movessql1 movesFormik: 1 movesFormik1 moves

Skills after Human-in-the-loop

After Human-in-the-loopHuman-in-the-loop → UR10 (Universal Robots): 1 observed employer moves with this skill pairHuman-in-the-loop → C/C++/C# language: 1 observed employer moves with this skill pairHuman-in-the-loop → python: 1 observed employer moves with this skill pairHuman-in-the-loop → robot communications: 1 observed employer moves with this skill pairHuman-in-the-loop → Power BI: 1 observed employer moves with this skill pairHuman-in-the-loop → Industrial communication standards: 1 observed employer moves with this skill pairHuman-in-the-loop → machine vision: 1 observed employer moves with this skill pairHuman-in-the-loop → langgraph: 1 observed employer moves with this skill pairHuman-in-the…UR10 (Universal Robots): 1 movesUR10 (UniversalRobots)1 movesC/C++/C# language: 1 movesC/C++/C# language1 movespython: 1 movespython1 movesrobot communications: 1 movesrobotcommunications1 movesPower BI: 1 movesPower BI1 movesIndustrial communication standards: 1 movesIndustrialcommunicationstandards1 movesmachine vision: 1 movesmachine vision1 moveslanggraph: 1 moveslanggraph1 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: ci/cd1
Before: ETL1
Before: GCP N11
Before: SSIS1
Before: PostgreSQL1
Before: sql1
Before: Formik1
After: UR10 (Universal Robots)1
After: C/C++/C# language1
After: python1
After: robot communications1
After: Power BI1
After: Industrial communication standards1
After: machine vision1
After: langgraph1

Roles most likely to require Human-in-the-loop

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

RolePostings mentioning skill% of role postings mentioning skill
AI Business Analyst521.7%
Forward Deployed AI Engineer1212.6%
Interaction Designer39.7%
Engineering Team Lead28.0%
AI/ML Architect27.7%
AI Agent Engineer56.8%
Agentic AI Engineer46.5%
AI Operations Engineer26.2%
Operations Manager36.0%
AI Engineering Manager55.6%

Roles with the most Human-in-the-loop postings

RolePostings mentioning skillShare of skill postings
Product Manager10211.9%
Software Engineer768.9%
AI Engineer637.4%
Technical Product Manager364.2%
Product Designer232.7%
Applied AI Engineer182.1%
Machine Learning Engineer161.9%
Product Engineer141.6%
Forward Deployed Engineer131.5%
Forward Deployed AI Engineer121.4%

Top companies posting jobs requiring Human-in-the-loop

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

Top companies posting jobs requiring Human-in-the-loop
CompanyPostings · 90 days
Bjakcareer33
CLERA17
Capco14
Highmetric11
Anthropic8
ServiceNow8
Adyen7
VERSANT7
Waymo7
Gitlab7

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 Human-in-the-loop

NamePostingsShare
New York City526.1%
San Francisco364.2%
London222.6%
Toronto222.6%
Bengaluru182.1%
Berlin182.1%
Santa Clara131.5%
Boston101.2%
Palo Alto101.2%

Skills commonly paired with Human-in-the-loop

Python (229)observability (157)prompt engineering (127)APIs (120)LLMs (118)machine learning (99)Guardrails (98)TypeScript (98)RAG (89)SQL (84)

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How this was computed

Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-30. 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 Human-in-the-loop by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s Human-in-the-loop postings by all Human-in-the-loop 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). Adjusted posting share: 0.3% to 0.4%. Demand share change is the relative percentage change between these adjusted shares. Each employer-and-ATS group has at least 10 postings in each 90-day window; its earlier posting count supplies the same weight in both windows. The panel includes 2,596 identified employers and covers 68% of earlier and 72% of latest indexed postings. Windows: 2026-06-02 to 2026-08-31 and 2026-06-30 to 2026-09-28 (UTC; end dates excluded). The windows overlap by 62 days. Dates reflect indexing, not the employer’s posting date. This measures posting mix, not total hiring or market-wide demand. Matching excludes entrants and exits; changes in crawl completeness within an employer or ATS can still affect the result.

source
Skillenai jobs index, deduplicated daily
entity_id
23f63acec4f17f7b
data_as_of
2026-09-30
window_days
90
Hiring engineers who use Human-in-the-loop?

The demand, skills, and geo numbers on this page come from the same Skillenai labor market index that powers our API. Use it for compensation benchmarking, hiring-competition analysis, and skill-adoption tracking.

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Compiled by Jared Rand · Data sourced from the Skillenai labor market index