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).
3 AI roles tagged synthetic_data.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| Comcast | Comcast AI Research Intern | Media | 8 | Fine-tuning · RL post-training · Evals · Agent research |
| Disney | Staff Data Engineer (Audio/ML) | Media | 7 | Audio & speech |
| Comcast | Lead Analyst, Technology & Automation | Media | 5 | Agent orchestration · Tool use · Evals · Guardrails · LLM observability · RAG · Vector DB · Fine-tuning · Inference infra · Model serving · Recommender systems · Search & ranking · Vision · Audio & speech · Frontier research · Interpretability · Agent research · RL post-training · RLHF · Reward modeling · RL robotics · Embodied AI |