Adapting a pretrained model to specific data or behavior through additional training, including supervised fine-tuning, preference tuning (DPO, ORPO), and LoRA-style parameter-efficient methods.
Primary AI lifecycle stage: post-training.
As of today, 1,893 active AI roles across 204 companies in our index reference Fine-tuning. Hiring concentrates at the agents (44%) and post-training (26%) stages. Most common sectors: Big Tech, Enterprise, Banking. New postings fell 23% in the last 30 days versus the prior 30 (830 → 636).
Adapting a pretrained model to specific data or behavior through additional training, including supervised fine-tuning, preference tuning (DPO, ORPO), and LoRA-style parameter-efficient methods. Primary AI lifecycle stage: post-training.
1,893 active AI roles across 204 companies in our index reference Fine-tuning as of today. New postings fell 23% in the last 30 days versus the prior 30 (830 → 636).
The companies with the most active Fine-tuning listings are: Amazon (235 roles), Capital One (127 roles), Google (98 roles), JPMorgan Chase (86 roles), NVIDIA (77 roles).
Fine-tuning primarily belongs to the post-training stage of the AI lifecycle. In current hiring, Fine-tuning roles concentrate at: agents (44%), post-training (26%).
The sectors with the most active Fine-tuning hiring are: Big Tech, Enterprise, Banking.
8 AI roles tagged fine_tuning.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| Smartsheet | Sr Principal Data Scientist | Seattle | 8 | Agent orchestration · Tool use · Evals · Guardrails · RAG · Model serving · Recommender systems · LLM observability |
| Qualtrics | Senior Machine Learning Engineer | Seattle | 7 | Model serving · Inference infra |
| Redfin | Data Engineer II - Snowflake AI | Seattle | 7 | Agent orchestration · LLM observability |
| Smartsheet | Senior Software Engineer II - Applied AI and Evaluations (Remote Eligible) | Seattle | 7 | Evals · LLM observability · RAG · Agent orchestration |
| Smartsheet | Senior AI/ML Ops Engineer (Hybrid in Bangalore) | Seattle | 7 | Model serving · Inference infra · RAG · Vector DB |
| Smartsheet | Senior AI/ML Ops Engineer-II (Hybrid in Bangalore) | Seattle | 7 | Model serving · Inference infra · RAG · Vector DB · LLM observability |
| Smartsheet | Sr. Machine Learning Operations Engineer | Seattle | 7 | Model serving · Inference infra · LLM observability |
| Amperity | Lead Software Development Engineer | Seattle | 7 |