Which companies are hiring for Evals roles?

The companies with the most active Evals listings are: Amazon (188 roles), Google (153 roles), OpenAI (95 roles), Microsoft (73 roles), JPMorgan Chase (70 roles).

What AI lifecycle stage does Evals belong to?

Evals primarily belongs to the evaluation stage of the AI lifecycle. In current hiring, Evals roles concentrate at: agents (57%), evaluation (12%).

What sectors invest most in Evals?

The sectors with the most active Evals hiring are: Big Tech, Enterprise, AI Frontier.

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Evals

Designing benchmarks and automated scoring systems to measure model quality, safety, or capability — typically blending classical metrics, LLM-as-judge, and human review.

Primary AI lifecycle stage: evaluation.

As of today, 2,040 active AI roles across 208 companies in our index reference Evals. Hiring concentrates at the agents (57%) and evaluation (12%) stages. Most common sectors: Big Tech, Enterprise, AI Frontier.

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All Engineering · 2406 Research · 518 Product · 411

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46 AI roles tagged evals.

Company	Title	Sector	AI score	Other tags
Johnson & Johnson	JJT Intern	Pharma	9	Fine-tuning · Model serving
Johnson & Johnson	Sr Director/Scientific Fellow, AI Safety, R&D Data Science and Digital Health	Pharma	9	Agent orchestration · Agent research · Guardrails · LLM observability · Frontier research · Interpretability
Johnson & Johnson	Sr Director/Scientific Fellow, AI Safety, R&D Data Science and Digital Health	Pharma	9	Agent orchestration · Guardrails · LLM observability · Frontier research · Agent research · Multimodal
Iambic	Machine Learning Scientist – Clinical Prediction	Pharma	8	Fine-tuning · Multimodal · Model serving
Johnson & Johnson	Sr. Manager - AI Solutions Lead	Pharma	8	Agent orchestration · RAG · LLM observability · Guardrails · Tool use · Model serving
Merck	Associate Scientist, Postdoctoral Fellow - AI in Infectious Disease Modeling	Pharma	8	LLM observability · Fine-tuning · RAG
Eli Lilly	Advisor - Antibody Developability Validation & Benchmarking	Pharma	8
Pfizer	PharmSci Agentic and Generative AI Architect	Pharma	8	Agent orchestration · Tool use · RAG · Model serving
Johnson & Johnson	Post Doctoral Researcher, Evaluation & Standards in Clinical Operations	Pharma	8	LLM observability · Agent orchestration
Pfizer	Head, AI Delivery & Enablement (AIDE), Director	Pharma	8	Agent orchestration · Multimodal · Guardrails · LLM observability
Merck	Senior AI Research Scientist	Pharma	8	Agent research · Fine-tuning
Eli Lilly	Advisor - Software Engineer	Pharma	8	Agent orchestration · RAG · Tool use · LLM observability
Iambic	Research Scientist II/Senior, Discovery ML	Pharma	8	Multimodal · Fine-tuning
Iambic	Research Scientist II/Senior, Discovery Machine Learning	Pharma	7	Multimodal · Fine-tuning
Pfizer	Postdoctoral Scientist – AI & Machine Learning for Predictive Drug Absorption	Pharma	7	Fine-tuning · Interpretability
Merck	Sr. Spclst , CDNA Strategy & Architecture – Emerging Technology Architect	Pharma	7	Agent orchestration · Agent research
Merck	Senior Specialist, Capability Innovation & Prototype (AI Content Delivery & Partnerships)	Pharma	7	Agent orchestration · Guardrails · Fine-tuning
Merck	AI Research Scientist	Pharma	7	Frontier research · Fine-tuning
Johnson & Johnson	AI Enabled CSV Analyst	Pharma	7	Agent orchestration · RAG · Guardrails · LLM observability
Johnson & Johnson	AI Enabled Analytics Analyst	Pharma	7	Agent orchestration · Guardrails · LLM observability
Johnson & Johnson	Postdoctoral Scholar Computational Chemistry	Pharma	7	Synthetic data · Fine-tuning
Merck	Artificial Intelligence (AI) Ethics and Governance Senior Specialist	Pharma	7	Guardrails · Interpretability · Agent research · Fine-tuning
Merck	Senior Specialist, Veeva QMS Technical Product Management	Pharma	7	Agent orchestration · Agent research · Guardrails · Fine-tuning · Model serving
Merck	AI Research Scientist (R2)	Pharma	7	Agent research · Fine-tuning · Vision
Pfizer	Head, AI Delivery & Enablement (AIDE), Director	Pharma	7	Agent orchestration · Multimodal · Guardrails · LLM observability
Pfizer	Senior Manager, ML Ops & Observability Engineer	Pharma	7	Model serving · Inference infra · LLM observability
Merck	Artificial Intelligence (AI) Ethics and Governance Specialist	Pharma	7	Guardrails · Agent research · LLM observability · Fine-tuning
Johnson & Johnson	Data Science Intern	Pharma	7	Agent orchestration · LLM observability · Fine-tuning
Johnson & Johnson	Data Scientist Software Engineer - Johnson & Johnson Surgery, Copenhagen Denmark	Pharma	7	Model serving
Merck	Sr. Specialist – Business Insights & Analytics, Advanced Analytics - US Vaccines & ID	Pharma	7	Agent orchestration · RAG · Vector DB · Fine-tuning · LLM observability

Frequently asked questions

What is Evals in AI?
Designing benchmarks and automated scoring systems to measure model quality, safety, or capability — typically blending classical metrics, LLM-as-judge, and human review. Primary AI lifecycle stage: evaluation.
How many AI roles reference Evals right now?
2,040 active AI roles across 208 companies in our index reference Evals as of today.
Which companies are hiring for Evals roles?
The companies with the most active Evals listings are: Amazon (188 roles), Google (153 roles), OpenAI (95 roles), Microsoft (73 roles), JPMorgan Chase (70 roles).
What AI lifecycle stage does Evals belong to?
Evals primarily belongs to the evaluation stage of the AI lifecycle. In current hiring, Evals roles concentrate at: agents (57%), evaluation (12%).
What sectors invest most in Evals?
The sectors with the most active Evals hiring are: Big Tech, Enterprise, AI Frontier.