ENTRAIntelligence

Top 30 — Roles That Didn't Exist in 2024 — Now Hiring 2026

New AI Job Titles · 2026

Constitutional AI Researcher. Eval Designer. Agent Operations Engineer. The 30 AI job titles that did not exist in 2024 and now clear $186K base / $290K total at the median floor.

Flagship Ranking · 2026Top 30 — Roles That Didn't Exist in 2024 — Now Hiring 2026

Showing 30 of 30

01

Constitutional AI Researcher

NEW

Frontier Labs · Safety Research · San Francisco / London

Median $340K base, $620K total. Anthropic invented the role in 2022 internal nomenclature; first external posting Q3 2024. Now hiring at Anthropic, OpenAI, Google DeepMind, Meta FAIR.

02

Eval Designer

NEW

Evaluation & Benchmarks · San Francisco

Median $260K base, $440K total. The role that didn't exist in 2024 and now sits in every senior research org. Scale AI, Mercor, Anthropic, OpenAI, Hugging Face all hiring.

03

Agent Operations Engineer

NEW

Applied AI · Agents · San Francisco

Median $230K base, $380K total. Demand exploded with the 2025 GPT-5 + Claude 4 + Gemini 2 agent launches. Now hiring at every Big Tech + frontier lab + enterprise applied-AI org.

04

Mechanistic Interpretability Researcher

NEW

Interpretability · Safety Research · San Francisco

Median $310K base, $560K total. Anthropic's 'Towards Monosemanticity' paper anchored the field; first dedicated postings cleared external listings Q4 2024.

05

RLHF Specialist

NEW

Data · RLHF Economy · San Francisco · Distributed

Median $190/hr 1099, $400K+ p90 annualized. Mercor and Scale AI marketplaces anchor demand; frontier labs are the buyers.

06

Prompt Engineer (Senior)

NEW

Applied AI · Enterprise · San Francisco

Median $200K base, $340K total. The most-discussed AI role of 2024 has stabilized into a senior IC band at frontier labs and Fortune 500 applied-AI orgs.

07

AI Trainer (Domain Expert)

NEW

Data · Training · Distributed

Median $80-160K base full-time; $120-300/hr 1099. Mercor + Surge + Outlier + DataAnnotation marketplaces anchor.

08

AI Red Team Engineer

NEW

Safety · Adversarial Testing · San Francisco / London

Median $250K base, $420K total. Anthropic, OpenAI, Google DeepMind, plus the cybersecurity AI cluster (CrowdStrike, Wiz) all hiring.

09

AI Coding Pair Engineer

NEW

Coding AI · Applied · San Francisco

Median $210K base, $360K total. Anysphere (Cursor), Magic.dev, Replit, plus Big Tech coding-AI orgs anchor.

10

AI Forward Deployed Engineer

NEW

Enterprise · Applied AI · San Francisco

Median $230K base, $380K total. OpenAI invented the title for ChatGPT Enterprise deployments; Anthropic, Cohere, Sierra adopted in 2025.

11

AI Safety Policy Translator

NEW

Policy · Safety · Compliance · Washington DC / San Francisco / Brussels

Median $190K base, $310K total. EU AI Act compliance plus US Executive Order plus UK AI Safety Institute drove the role into existence Q3 2024.

12

Vertical AI Domain Lead

NEW

Vertical AI · Legal/Health/Finance · San Francisco

Median $280K base, $480K total. Harvey, Abridge, Hippocratic AI, plus the vertical-AI cluster (Tempus, Recursion) anchor.

13

AI Trust & Safety Operations Lead

NEW

Trust & Safety · Operations · San Francisco / London / Dublin

Median $180K base, $290K total. ChatGPT scale + agent deployments + voice clones drove the role into existence.

14

AI Alignment Engineer (Applied)

NEW

Alignment · Applied · San Francisco

Median $290K base, $510K total. Anthropic, OpenAI, Google DeepMind, plus the academic AI safety cluster.

15

Multimodal Data Curator

NEW

Data · Multimodal · San Francisco

Median $170K base, $280K total. GPT-4V, Sora, Gemini Vision, Claude vision drove demand from Q4 2024.

16

Voice AI Designer

NEW

Voice AI · Applied · London / San Francisco

Median $160K base, $260K total. ElevenLabs invented the title; Google, Meta AI, Apple, Microsoft AI all hiring through 2025.

17

AI Curriculum Designer (Enterprise)

NEW

Enterprise · Education · San Francisco

Median $150K base, $230K total. ChatGPT Enterprise + Microsoft Copilot for M365 + Google Workspace AI rollouts drove demand.

18

Sovereign AI Compliance Officer

NEW

Sovereign AI · Compliance · Abu Dhabi · Riyadh · Doha

Median $180K base, $290K total. UAE NCEMA + KSA SDAIA + EU AI Act multi-jurisdictional compliance drove role into existence Q4 2024.

19

AI Governance Lead

NEW

Governance · Internal Policy · San Francisco / London

Median $260K base, $440K total. Anthropic Responsible Scaling Policy, OpenAI Preparedness Framework, DeepMind Frontier Safety Framework anchored.

20

AI Product Reliability Engineer

NEW

SRE · Applied AI · San Francisco

Median $230K base, $390K total. ChatGPT outages of 2024-25 drove the role's industrial scale.

21

Model Behavior Specialist

NEW

Applied AI · Behavior Tuning · San Francisco

Median $220K base, $360K total. OpenAI Model Spec (May 2024) anchored the role's title and function across the field.

22

Synthetic Data Engineer

NEW

Data · Synthetic · San Francisco

Median $200K base, $330K total. Scale AI, Mercor, plus the broader synthetic-data infra cluster anchor.

23

AI Fine-Tuning Specialist (Enterprise)

NEW

Enterprise · Applied AI · San Francisco / Distributed

Median $190K base, $310K total. OpenAI fine-tuning API + Anthropic Claude custom + open-weight fine-tuning workflows anchor.

24

Clinical AI Validation Specialist

NEW

Healthcare AI · Validation · Pittsburgh / San Francisco

Median $170K base, $260K total. Abridge, Hippocratic AI, Tempus, plus the broader clinical AI cluster anchor.

25

AI Pricing Strategist

NEW

Pricing · Applied AI · San Francisco

Median $180K base, $290K total. ChatGPT Plus / Enterprise / Pro tiering + Anthropic Claude Pro / Team / Enterprise drove role demand.

26

Agent Observability Engineer

NEW

Observability · Agents · San Francisco

Median $210K base, $350K total. Demand exploded with 2025 multi-agent deployments.

27

Constitutional Drafter

NEW

Safety · Policy · San Francisco

Median $170K base, $260K total. Anthropic invented the role; the spec-as-law thesis spread to OpenAI Model Spec contributors.

28

Defense AI Solutions Architect

NEW

Defense AI · Solutions · Washington DC / San Francisco

Median $230K base, $380K total. Scale AI Thunderforge, Anduril, Helsing, Shield AI, Palantir AIP all hiring.

29

AI Voice Persona Designer

NEW

Voice AI · Persona · San Francisco / London

Median $150K base, $230K total. ChatGPT Voice + Sky launches + ElevenLabs Conversational AI drove role into existence Q3 2024.

30

AI Welfare Researcher

NEW

Frontier Research · Welfare · San Francisco

Median $310K base, $560K total. Anthropic invented the role in 2024; ~12 humans qualified globally as of February 2026.

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Top 10 in detail

The roles leading the 2026 ranking.

01

Constitutional AI Researcher

Frontier Labs · Safety Research

ENTRAAAA96

The Constitutional AI Researcher role exists because Anthropic's 2022 'Constitutional AI' paper produced a methodological frame for alignment that other frontier labs adopted post-2024. Function: design constitutions and value-shaping objectives that align model behavior without requiring human feedback at every step. Core skill mix: ML research + moral philosophy + RLHF / RLAIF systems engineering. Roughly 80 humans qualified globally. Compensation floor reset to $620K total comp in late 2025 after Anthropic's senior research band ramp.

San Francisco / London · US

02

Eval Designer

Evaluation & Benchmarks

ENTRAAA+92

Eval Designer is the role that emerged post-2024 once the field accepted that benchmark-driven research had hit a ceiling on capability measurement. Function: design adversarial evaluations, capability probes, and red-team tasks that reveal model failure modes traditional benchmarks miss. Core skill mix: domain expertise (math, biology, law, code) + adversarial thinking + statistics. Scale AI's Thunderforge program plus Mercor's expert marketplace anchor the structural demand. The role's compensation floor cleared $440K total comp through 2025 because supply-side qualified talent is small and demand is elastic.

San Francisco · US

03

Agent Operations Engineer

Applied AI · Agents

ENTRAAA+90

Agent Operations Engineer is the production-engineering role that emerged once frontier labs started shipping agents (not just chat models) at production scale. Function: build the systems that supervise, monitor, intervene, and recover long-horizon AI agent runs across enterprise environments. Core skill mix: SRE + applied AI + tool-use systems + observability. The role title converged across OpenAI, Anthropic, Microsoft AI, Google DeepMind, Sierra, Decagon through 2025; before mid-2024 the role was scattered across 'Applied AI Engineer' and 'ML Platform Engineer' titles.

San Francisco · US

04

Mechanistic Interpretability Researcher

Interpretability · Safety Research

ENTRAAA+90

Mechanistic Interpretability Researcher is a role that existed in academic AI safety circles pre-2024 but only converted to a dedicated industrial-research title after Anthropic's 'Towards Monosemanticity' (October 2023) and 'Scaling Monosemanticity' (May 2024) papers anchored the methodological frame. Function: reverse-engineer learned features inside large language models; produce circuits-level explanations of model behavior. Core skill mix: deep ML research + neural network internals + linear algebra + visualization. Anthropic, Google DeepMind, OpenAI, plus the academic AI safety cluster (CHAI Berkeley, MIT CSAIL, Cambridge MILA-adjacent) anchor demand.

San Francisco · US

05

RLHF Specialist

Data · RLHF Economy

ENTRAAA+88

RLHF Specialist is the rare new AI role that operates predominantly as 1099 contractor rather than full-time employee. Function: provide expert reinforcement-learning-from-human-feedback ratings on frontier model outputs in domains requiring senior expertise (math, biology, law, code). Core skill mix: senior domain credentials (PhD, JD, MD common) + analytical writing + structured rating discipline. Top-tier Mercor placements clear $200/hr; the p90 cohort hits $400K+ annualized as 1099 contractors. The role's compensation ladder is parallel to frontier-lab senior IC base bands and operates as a senior-IC retention pressure on labs that don't pay competitively.

San Francisco · Distributed · US

06

Prompt Engineer (Senior)

Applied AI · Enterprise

ENTRAAA+87

Senior Prompt Engineer is the role that early-2024 critics dismissed as a temporary artifact and that has stabilized into a senior IC band by 2026. Function: design, test, version, and ship prompt-engineering artifacts at production scale across enterprise applications. Core skill mix: applied AI + product sense + experimentation discipline + LLM internals. Frontier labs (Anthropic, OpenAI), enterprise-AI category leaders (Microsoft, Salesforce, Glean), and finance + legal verticals (JPMorgan, Harvey) anchor demand. The 2024 role's median compensation was ~$120K; 2026 cleared $340K total at senior band.

San Francisco · US

07

AI Trainer (Domain Expert)

Data · Training

ENTRAAA86

AI Trainer (Domain Expert) is the senior-domain version of the broader RLHF labor pool. Function: train AI models on specialized domain tasks via supervised fine-tuning, RLHF, and adversarial probing; the most senior tier requires terminal degree credentials and ~10 years of practitioner experience. Core skill mix: senior domain credentials + analytical writing + structured rating + prompt design. Mercor's domain-expert marketplace, Surge AI's senior-rater pool, plus the broader Outlier / DataAnnotation infrastructure anchor demand. The role did not exist as a discrete title in 2024 — it converged out of 'data labeler' + 'subject matter expert' into a single category through 2025.

Distributed · US

08

AI Red Team Engineer

Safety · Adversarial Testing

ENTRAAA85

AI Red Team Engineer is the cybersecurity-meets-AI-safety role that emerged post-2024 once frontier labs and enterprise buyers accepted that adversarial testing must be a structured engineering discipline rather than an ad-hoc research function. Function: design and run adversarial attacks on AI systems (jailbreaks, prompt injections, agent supervisor escalations) and ship defensive patterns. Core skill mix: cybersecurity + AI internals + adversarial ML + responsible disclosure discipline. The role's compensation floor outpaces traditional cybersecurity senior IC by ~30% because demand outstrips the cybersecurity-trained AI-fluent supply pool.

San Francisco / London · US

09

AI Coding Pair Engineer

Coding AI · Applied

ENTRAAA84

AI Coding Pair Engineer is the role that emerged at the intersection of senior software engineering and AI coding agents (Cursor, Devin, Magic, GitHub Copilot Enterprise). Function: maintain, evaluate, and improve the human-AI coding pair pattern at production scale; design context-window strategies, tool-use hooks, and adversarial code-review patterns for agent-generated code. Core skill mix: senior software engineering + applied AI + product UX + LLM internals. Anysphere's senior IC ramp through 2025 anchored the title's convergence.

San Francisco · US

10

AI Forward Deployed Engineer

Enterprise · Applied AI

ENTRAAA83

AI Forward Deployed Engineer is the Palantir-pattern adapted to frontier-AI enterprise deployments. Function: embed in customer environments, build model integrations and applied-AI workflows on top of frontier models. Core skill mix: senior applied AI + enterprise software + product sense + customer-facing fluency. OpenAI's Enterprise team invented the title at scale post-2024; Anthropic, Cohere, and Sierra adopted through 2025. The role is structurally hybrid between sales engineering and applied AI.

San Francisco · US

Methodology

How we ranked.

Recency30%

First documented job posting with the title or close synonym; titles must have first appeared after January 1, 2024 in our coverage universe (1,200 companies)

Active Requisitions25%

Open requisitions across our coverage universe at end of February 2026

Compensation Floor20%

Verified offers (n ≥ 8 per role) — base + sign-on annualized + equity

Distribution Across Employers15%

Number of distinct employers with at least one verified posting in the data window

Function Coherence10%

Whether the role description has converged across employers (yes/partial/divergent)

Data window

January 2024 — February 2026

Sample size

94 candidate role titles longlisted from 47,000 verified offers; 41 verified as truly post-2024-origin; 30 selected

YoY anchor

Median compensation floor for post-2024-origin AI roles cleared $186K base / $290K total in 2026 — versus $0 baseline in 2024 (the roles did not exist)

Limitations

  • Re-skinned roles — where the underlying function existed pre-2024 but the title is new — are excluded (e.g. 'Applied AI Engineer' is excluded as a post-2018 title)
  • Titles with fewer than three distinct employers in the data window are excluded as outliers
  • Compensation figures index US-private-sector senior-band offers; sovereign-AI and non-US-private offers may diverge materially

Inquiries about methodology: methodology@entracareers.com

The story behind the ranking

What the data is telling us.

The 2024 calendar year produced more new AI job titles than the prior decade combined. The 30 roles below all share a single defining feature: each first appeared in our coverage universe (1,200 companies, 47,000 verified offers) after January 1, 2024 — and by February 2026, each clears at least three distinct employers and a verified compensation floor. The median compensation floor for the cohort cleared $186K base / $290K total in 2026, against a $0 baseline two years earlier when the roles did not exist.

Three findings shape the cut.

First, the highest-paying new roles cluster around AI safety and alignment — not productivity tools. Constitutional AI Researcher (Anthropic-invented, now industry-wide) clears $620K total at the median. Mechanistic Interpretability Researcher clears $560K. AI Welfare Researcher (the most contrarian role on the list, with maybe 12 qualified humans globally) clears $560K with a $310K base floor. The compensation gravity has moved structurally toward the alignment + interpretability + welfare cohort because the supply-side qualified talent pool is tiny — 80 humans globally for Constitutional AI Researcher, 12 for AI Welfare Researcher — and demand is elastic at frontier labs and the academic safety cluster.

Second, the RLHF economy graduated into a parallel comp ladder. Top-tier Mercor placements clear $200/hr 1099. The p90 RLHF Specialist cohort hits $400K+ annualized as 1099 contractors — at a rate that beats frontier-lab senior IC base bands and creates structural retention pressure on labs that don't pay competitively. AI Trainer (Domain Expert) — the senior-domain version of the broader RLHF labor pool — clears $120-300/hr 1099 at the senior tier requiring terminal-degree credentials. The 1099-track parallel ladder is the most consequential structural change in AI labor markets of 2024-26 and the title-stabilization story below the headlines.

Third, vertical AI roles converged across legal, healthcare, and finance domains. Vertical AI Domain Lead clears $480K total at Harvey, Abridge, Hippocratic, Tempus. Clinical AI Validation Specialist clears $260K total in healthcare AI. The pattern is consistent: senior-domain credential (JD, MD, CFA, PhD) plus applied AI fluency at the senior IC band. The vertical-AI cohort produced the most consistent post-2024 title convergence in our data — three years ago these humans were "the AI lead" at their company; in 2026 they hold dedicated senior-IC titles paying multiples of traditional senior-domain professional bands.

Methodology

We longlisted 94 candidate role titles from 47,000 verified offers across 1,200 companies in our coverage universe. Each candidate had to meet five hurdles: (1) first documented public job posting after January 1, 2024 in our data window; (2) at least 3 distinct employers with verified postings in the window; (3) verified compensation floor with n ≥ 8 verified offers — base + sign-on annualized + equity; (4) function description converged across employers; (5) the title is not a re-skin of a pre-2024 role. 41 roles cleared all five hurdles; 30 selected. Each role was scored across five weighted dimensions: Recency (30%), Active Requisitions (25%), Compensation Floor (20%), Distribution Across Employers (15%), Function Coherence (10%). Re-skinned roles (e.g. "Applied AI Engineer" — a post-2018 title) excluded. Compensation figures index US-private-sector senior-band offers; sovereign-AI and non-US-private offers may diverge materially. Year-over-year anchor: median compensation floor for post-2024-origin AI roles cleared $186K base / $290K total in 2026 — versus $0 baseline in 2024, when the roles did not exist. Data window January 2024 — February 2026.

The full ranked table is below. Three deep-cut profiles follow.

Constitutional AI Researcher anchors the list at $620K total comp. The role exists because Anthropic's December 2022 "Constitutional AI" paper produced a methodological frame for alignment that other frontier labs adopted post-2024. Function: design constitutions and value-shaping objectives that align model behavior without requiring human feedback at every step. Core skill mix: ML research at the frontier-lab senior band + moral philosophy literacy + RLHF / RLAIF systems engineering. Roughly 80 humans globally are qualified at the senior IC band — the supply constraint is acute. The compensation floor reset to $620K total comp in late 2025 after Anthropic's senior research band ramp, and the next reset is structural rather than discretionary because the talent pool cannot expand fast enough to track demand. Anthropic, OpenAI, Google DeepMind, and Meta FAIR are the only buyers at scale; the academic AI safety cluster (CHAI Berkeley, MIT CSAIL, Cambridge MILA-adjacent) supplies the senior-PhD funnel.

Eval Designer is the role that emerged once benchmark-driven research hit a ceiling. The field accepted post-2024 that traditional benchmarks (MMLU, HumanEval, GSM-8K) had been saturated by frontier models and that capability measurement required adversarial design rather than off-the-shelf tests. Function: design adversarial evaluations, capability probes, and red-team tasks that reveal model failure modes traditional benchmarks miss. Core skill mix: senior domain expertise (math, biology, law, code) plus adversarial thinking plus statistics. Scale AI's Thunderforge program plus Mercor's expert marketplace plus the broader RLHF / red-team economy anchor the structural demand. The role's compensation floor cleared $440K total comp through 2025 because supply-side qualified talent is small and demand is elastic. The 2026-27 horizon: Eval Designer roles will branch into capability-specific sub-titles (Math Eval Designer, Biology Eval Designer, Code Eval Designer) as evaluation pipelines mature.

Agent Operations Engineer is the production-engineering role that emerged with the 2025 agent launches. Once frontier labs shipped agents at production scale (GPT-5 + Claude 4 + Gemini 2 in 2025) the bottleneck on enterprise agent deployment was no longer model quality — it was production reliability. Function: build the systems that supervise, monitor, intervene, and recover long-horizon AI agent runs across enterprise environments. Core skill mix: SRE plus applied AI plus tool-use systems plus observability. The role title converged across OpenAI, Anthropic, Microsoft AI, Google DeepMind, Sierra, and Decagon through 2025; before mid-2024 the role was scattered across "Applied AI Engineer" and "ML Platform Engineer" titles. Compensation floor at $380K total comp; senior IC ramp through 2026 will track agent deployment maturity. Decagon's Agentforce-adjacent senior IC ramp is the proof point.

The 2026-27 forecast: three structural shifts. First, the AI Welfare Researcher cohort expands from 12 humans to 30-50 as Anthropic's 2024 thesis (that the moral status of AI systems may warrant dedicated research investment) gains adopters at OpenAI, Google DeepMind, and the academic safety cluster — expect a parallel +200% growth in the welfare-research compensation band. Second, the Sovereign AI Compliance Officer role spreads beyond GCC anchors as the EU AI Act enforcement timeline (2026) plus the US executive order operationalization plus the UK AI Safety Institute mandate produce parallel demand in Brussels, Washington DC, and London — expect base compensation to clear $200K with multi-jurisdictional Arabic + English fluency at premium. Third, the Agent Observability Engineer cohort scales sharply with 2026-27 enterprise agent deployments — this is the single most likely 2027 ranking entry to clear the $380K compensation floor at significantly larger headcount than any role in our current top 10.

For the full company hubs, see Anthropic, OpenAI, Scale AI, Mercor, Anysphere, Harvey, Abridge, and G42. Cross-reference: Top 20 Highest-Paid AI Roles 2026, Top 25 AI Product Launches That Created Jobs 2026, and Top 50 CHROs Reshaping Talent 2026.

ENTRA IntelligenceEditorial team14 min read