Generating training data via LLMs or simulators to augment or replace human-labeled datasets, especially for rare cases, long-tail tasks, or alignment data. Primary AI lifecycle stage: data.
234 active AI roles across 63 companies in our index reference Synthetic data as of today. New postings fell 25% in the last 30 days versus the prior 30 (85 → 64).
The companies with the most active Synthetic data listings are: xAI (35 roles), NVIDIA (22 roles), Handshake (15 roles), Amazon (14 roles), Google (10 roles).
Synthetic data primarily belongs to the data stage of the AI lifecycle. In current hiring, Synthetic data roles concentrate at: data (55%), agents (19%).
The sectors with the most active Synthetic data hiring are: AI Frontier, Big Tech, Enterprise.
Generating training data via LLMs or simulators to augment or replace human-labeled datasets, especially for rare cases, long-tail tasks, or alignment data.
Primary AI lifecycle stage: data.
As of today, 234 active AI roles across 63 companies in our index reference Synthetic data. Hiring concentrates at the data (55%) and agents (19%) stages. Most common sectors: AI Frontier, Big Tech, Enterprise. New postings fell 25% in the last 30 days versus the prior 30 (85 → 64).
5 AI roles tagged synthetic_data.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| JPMorgan Chase | Data Domain Architect Lead - Data & Annotation | Banking | 8 | RAG · Agent orchestration · Evals · LLM observability |
| JPMorgan Chase | Machine Learning and Optimization, Conversational AI, Product Manager- VP | Banking | 8 | Agent orchestration · LLM observability · Fine-tuning · Model serving · Agent research · Evals |
| JPMorgan Chase | Data Domain Architect Lead | Banking | 7 | LLM observability |
| JPMorgan Chase | Applied AI Machine Learning Vice President | Banking | 7 | |
| Capital One | Director, Research & User Experience Intelligence, Card | Banking | 5 | Agent orchestration |