Models that process or generate across modalities — text, images, audio, video — within a single architecture; covers training, fine-tuning, and application-layer integration.
Primary AI lifecycle stage: pre-training, post-training, and application.
As of today, 1,073 active AI roles across 126 companies in our index reference Multimodal. Hiring concentrates at the agents (34%) and post-training (21%) stages. Most common sectors: Big Tech, Enterprise, Semiconductors. New postings fell 30% in the last 30 days versus the prior 30 (473 → 332).
Models that process or generate across modalities — text, images, audio, video — within a single architecture; covers training, fine-tuning, and application-layer integration. Primary AI lifecycle stage: pre-training, post-training, and application.
1,073 active AI roles across 126 companies in our index reference Multimodal as of today. New postings fell 30% in the last 30 days versus the prior 30 (473 → 332).
The companies with the most active Multimodal listings are: Amazon (227 roles), Google (104 roles), NVIDIA (80 roles), Adobe (77 roles), Apple (41 roles).
Multimodal primarily belongs to the pre-training, post-training, and application stages of the AI lifecycle. In current hiring, Multimodal roles concentrate at: agents (34%), post-training (21%).
The sectors with the most active Multimodal hiring are: Big Tech, Enterprise, Semiconductors.
49 AI roles tagged multimodal.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| Figure AI | Helix AI Engineer, Pretraining | Robotics | 10 | Pretraining · Frontier research · Embodied AI · Model serving · Fine-tuning · RL post-training |
| Figure AI | Helix AI Engineer, Agentic Systems | Robotics | 10 | Agent orchestration · Embodied AI · Fine-tuning · Model serving · Agent research · RL robotics |
| Wayve | Engineering Internship, Enrichment and Curation | Robotics | 9 | Embodied AI · Vision · Pretraining · Fine-tuning · Evals |
| Aurora Innovation | Applied Researcher | Robotics | 9 | Vision |
| Aurora Innovation | Applied Researcher | Robotics | 9 | Vision |
| Aurora Innovation | Applied Researcher | Robotics | 9 | Vision |
| Aurora Innovation | Applied Researcher | Robotics | 9 | Vision |
| Wayve | Staff Machine Learning Engineer, AV Core | Robotics | 9 | Embodied AI · Vision · Fine-tuning · Model serving · Evals · Interpretability · Pretraining · Agent orchestration |
| Wayve | Applied Scientist, Wayve Labs | Robotics | 9 | Embodied AI · Vision · Evals · Frontier research · Model serving |
| Waabi | Distillation Lead | Robotics | 9 | Fine-tuning · Inference infra · Model serving · Quantization · Embodied AI |
| Wayve | Tech Lead, ML Engineer - AV Product engineering | Robotics | 9 | Embodied AI · Vision · Model serving · Fine-tuning · Evals |
| Figure AI | Helix AI Engineer, Modeling | Robotics | 9 | Embodied AI · Fine-tuning · Model serving · Vision · Agent orchestration |
| Figure AI | Helix AI Engineer, Video Pretraining | Robotics | 9 | Pretraining · Embodied AI |
| Figure AI | Helix AI Engineer, Generative AI | Robotics | 9 | Synthetic data · Fine-tuning · Vision · Model serving · Embodied AI |
| Waabi | Research Engineer, World Models | Robotics | 9 | Vision · Fine-tuning · Model serving · Inference infra |
| Waabi | Research Scientist, World Models | Robotics | 9 | Frontier research · Model serving · Fine-tuning |
| Applied Intuition | Research Scientist - 3D Vision and Generation, Self-Driving | Robotics | 9 | Vision · Frontier research · Pretraining |
| Applied Intuition | Research Engineer - 3D Vision and Generation, Self-Driving | Robotics | 9 | Vision · Frontier research · Pretraining |
| Applied Intuition | Research Intern - World-Action Foundation Model, Robotics | Robotics | 9 | Frontier research · Pretraining · Vision |
| Applied Intuition | Research Intern - 3D Vision and Generation, Self-Driving | Robotics | 9 | Vision · Frontier research |
| Applied Intuition | Research Engineer - Robot Learning | Robotics | 9 | RL robotics · Embodied AI · Fine-tuning |
| Applied Intuition | Research Scientist - World-Action Foundation Model, Robotics | Robotics | 9 | Frontier research · Pretraining · Vision |
| Nuro | Senior ML Research Scientist, End-to-End Autonomous Driving | Robotics | 9 | Embodied AI |
| Wayve | Tech Lead, Wayve Labs | Robotics | 9 | Embodied AI · Model serving · Inference infra |
| Nuro | Staff ML Research Scientist | Robotics | 9 | Frontier research · RL robotics · Embodied AI · Model serving |
| Nuro | Lead ML Research Scientist | Robotics | 9 | Model serving · Inference infra |
| Applied Intuition | Research Engineer - AI/RL Infrastructure | Robotics | 9 | Training infra · Evals |
| Nuro | Senior/Staff Machine Learning Research Scientist: Generative Modeling for Planning | Robotics | 9 | Model serving |
| Nuro | Machine Learning Research Scientist: Generative Modeling for Planning | Robotics | 9 | Agent orchestration · Frontier research · Fine-tuning · LLM observability |
| Applied Intuition | Robotics Engineer, Technical Lead | Robotics | 8 | Embodied AI · Fine-tuning · Model serving · Vision |