Initial large-scale training of foundation models on massive unlabeled corpora to learn general representations; the most compute-intensive stage of the lifecycle.
Primary AI lifecycle stage: pre-training.
As of today, 224 active AI roles across 45 companies in our index reference Pretraining. Hiring concentrates at the pre-training (65%) and post-training (21%) stages. Most common sectors: Big Tech, AI Frontier, Semiconductors. New postings fell 34% in the last 30 days versus the prior 30 (59 → 39).
Initial large-scale training of foundation models on massive unlabeled corpora to learn general representations; the most compute-intensive stage of the lifecycle. Primary AI lifecycle stage: pre-training.
224 active AI roles across 45 companies in our index reference Pretraining as of today. New postings fell 34% in the last 30 days versus the prior 30 (59 → 39).
The companies with the most active Pretraining listings are: Capital One (25 roles), NVIDIA (22 roles), Meta (19 roles), Microsoft (19 roles), Google (13 roles).
Pretraining primarily belongs to the pre-training stage of the AI lifecycle. In current hiring, Pretraining roles concentrate at: pre-training (65%), post-training (21%).
The sectors with the most active Pretraining hiring are: Big Tech, AI Frontier, Semiconductors.
63 AI roles tagged pretraining.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| OpenAI | Researcher, Training - London | AI Frontier | 10 | Frontier research · Model serving · Inference infra |
| Mistral AI | Applied Scientist / Research Engineer - EMEA | AI Frontier | 10 | Fine-tuning · Model serving · Inference infra · Agent orchestration · RAG · Multimodal · Vision · Audio & speech |
| Mistral AI | Research Engineer, Machine Learning - Paris/London/Zurich/Warsaw | AI Frontier | 10 | Fine-tuning · Frontier research · Model serving |
| Mistral AI | AI Scientist - Zurich | AI Frontier | 10 | Frontier research · Agent research · Multimodal · Audio & speech · Code gen · Evals · Model serving · Fine-tuning |
| Mistral AI | AI Scientist - Audio | AI Frontier | 10 | Frontier research · Audio & speech |
| Mistral AI | AI Scientist - Paris/London - Onsite or Hybrid or Remote | AI Frontier | 10 | Frontier research · Fine-tuning · Evals · Model serving · Multimodal · Audio & speech · Agent research |
| Mistral AI | AI Scientist - Palo Alto | AI Frontier | 10 | Frontier research · Agent research · Multimodal · Audio & speech · Code gen · Evals · Model serving |
| Anthropic | Research Engineer, Science of Scaling | AI Frontier | 10 | Frontier research · Model serving |
| Anthropic | Research Engineer / Research Scientist, Pre-training | AI Frontier | 10 | Frontier research · Multimodal · Model serving · Inference infra |
| Anthropic | Research Engineer, Pretraining | AI Frontier | 10 | Frontier research |
| Anthropic | Research Engineer, Pretraining Scaling | AI Frontier | 10 | Frontier research · Model serving · Inference infra |
| Anthropic | Research Engineer/Research Scientist, Pre-training | AI Frontier | 10 | Frontier research · Model serving · Inference infra |
| Anthropic | Research Engineer / Research Scientist, Pre-training | AI Frontier | 10 | Frontier research · Multimodal · Model serving · Inference infra |
| OpenAI | Researcher, Training | AI Frontier | 10 | Frontier research · Model serving · Inference infra |
| Anthropic | Staff Research Engineer, Discovery Team | AI Frontier | 10 | Frontier research · Fine-tuning · Inference infra · Model serving · Agent orchestration · Evals |
| OpenAI | Research Scientist | AI Frontier | 10 | Frontier research |
| Anthropic | Research Scientist / Research Engineer, Pre-training | AI Frontier | 10 | Frontier research |
| xAI | Member of Technical Staff - Pre-Training | AI Frontier | 10 | Frontier research · Model serving |
| OpenAI | Distributed Training Engineer, Sora | AI Frontier | 10 | Model serving · Multimodal |
| Writer | Staff AI research scientist | AI Frontier | 9 | Frontier research · RL post-training · Agent research · Agent orchestration · Tool use · Evals · Fine-tuning · LLM observability |
| OpenAI | Technical Lead Manager - Training Runtime, Data(set) Movement | AI Frontier | 9 | Multimodal |
| Cohere | Member of Technical Staff, Multilingual | AI Frontier | 9 | Frontier research · Fine-tuning |
| Cohere | Senior Member of Technical Staff, Web Data | AI Frontier | 9 | Synthetic data |
| OpenAI | RE/RS, Data Understanding - Foundations | AI Frontier | 9 | Synthetic data · Frontier research |
| Mistral AI | AI Scientist - Warsaw | AI Frontier | 9 | Frontier research · Agent research · Multimodal · Audio & speech · Code gen · Evals · Fine-tuning · Model serving |
| Cohere | Research Internship (Fall / Winter 2026) | AI Frontier | 9 | Frontier research · Fine-tuning · Evals · Multimodal |
| Lila Sciences | ML Scientist I / II, Foundation Models for Life Sciences | AI Frontier | 9 | Frontier research · Fine-tuning · Multimodal |
| Mistral AI | Applied Scientist / Research Engineer - Singapore | AI Frontier | 9 | Fine-tuning · Model serving · Agent orchestration · RAG · Multimodal · Vision · Audio & speech |
| Lila Sciences | Senior / Principal ML Scientist, Foundation Models for Life Sciences | AI Frontier | 9 | Frontier research · Fine-tuning · Multimodal |
| xAI | Member of Technical Staff - Multimodal Understanding | AI Frontier | 9 | Multimodal · Fine-tuning · Model serving · Inference infra · Evals · Vision · Audio & speech · Agent orchestration · Tool use · Frontier research |