How many AI roles reference Fine-tuning right now?

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).

Which companies are hiring for Fine-tuning roles?

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).

What AI lifecycle stage does Fine-tuning belong to?

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%).

What sectors invest most in Fine-tuning?

The sectors with the most active Fine-tuning hiring are: Big Tech, Enterprise, Banking.

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Fine-tuning

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).

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44 AI roles tagged fine_tuning.

Company	Title	Sector	AI score	Other tags
Figure AI	Helix AI Engineer, Pretraining	Robotics	10	Pretraining · Frontier research · Multimodal · Embodied AI · Model serving · RL post-training
Figure AI	Helix AI Engineer, Agentic Systems	Robotics	10	Agent orchestration · Embodied AI · Multimodal · Model serving · Agent research · RL robotics
Apptronik	Senior Reinforcement Learning Engineer	Robotics	10	RL robotics · Embodied AI
Wayve	Engineering Internship, Enrichment and Curation	Robotics	9	Embodied AI · Multimodal · Vision · Pretraining · Evals
Wayve	Director AV Product Engineering	Robotics	9	Embodied AI · Model serving · Evals
Wayve	Staff Machine Learning Engineer, AV Core	Robotics	9	Embodied AI · Multimodal · Vision · Model serving · Evals · Interpretability · Pretraining · Agent orchestration
Waabi	Distillation Lead	Robotics	9	Inference infra · Model serving · Quantization · Multimodal · Embodied AI
Wayve	Tech Lead, ML Engineer - AV Product engineering	Robotics	9	Embodied AI · Multimodal · Vision · Model serving · Evals
Figure AI	Helix AI Engineer, Modeling	Robotics	9	Multimodal · Embodied AI · Model serving · Vision · Agent orchestration
Figure AI	Helix AI Engineer, Generative AI	Robotics	9	Synthetic data · Multimodal · Vision · Model serving · Embodied AI
Waabi	Research Engineer, World Models	Robotics	9	Multimodal · Vision · Model serving · Inference infra
Waabi	Research Scientist, World Models	Robotics	9	Frontier research · Multimodal · Model serving
Apptronik	Lead Software Engineer - Dexterous Manipulation	Robotics	9	Embodied AI · Agent orchestration · Model serving · Vision
Wayve	Principal Machine Learning Engineer, App SW	Robotics	9	Embodied AI · Model serving · Inference infra · Evals · Synthetic data
Wayve	Machine Learning Engineer, AV Engineering	Robotics	9	Embodied AI · Evals · Synthetic data
Apptronik	Reinforcement Learning Engineer	Robotics	9	RL robotics · Embodied AI · Model serving
Nuro	ML Research Scientist, Prediction & Smart Agents	Robotics	9	Agent orchestration · Agent research · Embodied AI · RL post-training
Wayve	Machine Learning Engineer	Robotics	9	Embodied AI · Model serving · Inference infra · Evals · Synthetic data
Applied Intuition	Research Engineer - Robot Learning	Robotics	9	RL robotics · Embodied AI · Multimodal
Applied Intuition	Research Scientist - Reinforcement Learning, Self-Driving	Robotics	9	RL robotics · Embodied AI · Frontier research
Figure AI	AI Engineer, Post-Training - Helix Team	Robotics	9	Evals · Guardrails · RL post-training · Embodied AI
Nuro	Machine Learning Research Scientist, Behavior Planning and Prediction	Robotics	9	Agent research · Embodied AI · RL robotics
Nuro	Machine Learning Research Scientist: Generative Modeling for Planning	Robotics	9	Agent orchestration · Frontier research · Multimodal · LLM observability
Agility Robotics	Senior Manager, AI Perception and Skills	Robotics	8	Vision · Embodied AI · Model serving · Synthetic data
Applied Intuition	Robotics Engineer, Technical Lead	Robotics	8	Embodied AI · Model serving · Multimodal · Vision
Applied Intuition	Engineering Manager - ML, Self-Driving Systems	Robotics	8	Model serving · Inference infra · Evals
Applied Intuition	Technical Lead Manager - Perception, Self-Driving Systems	Robotics	8	Vision · Multimodal · Model serving · Inference infra
Agility Robotics	AI Intern	Robotics	8	RL robotics · Embodied AI · Evals
Applied Intuition	Senior Autonomy Engineer	Robotics	8	Model serving · Inference infra · Evals
Applied Intuition	Robotic Software Engineer, Perception	Robotics	8	Model serving

Frequently asked questions

What is Fine-tuning in AI?
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.
How many AI roles reference Fine-tuning right now?
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).
Which companies are hiring for Fine-tuning roles?
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).
What AI lifecycle stage does Fine-tuning belong to?
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%).
What sectors invest most in Fine-tuning?
The sectors with the most active Fine-tuning hiring are: Big Tech, Enterprise, Banking.