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.
104 AI roles tagged multimodal.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| Luma AI | Research Scientist - World Model | AI Frontier | 10 | Frontier research · Embodied AI · Vision · Model serving · Agent research · RL robotics |
| Mistral AI | Applied Scientist / Research Engineer - EMEA | AI Frontier | 10 | Pretraining · Fine-tuning · Model serving · Inference infra · Agent orchestration · RAG · Vision · Audio & speech |
| Mistral AI | AI Scientist - Zurich | AI Frontier | 10 | Frontier research · Pretraining · Agent research · Audio & speech · Code gen · Evals · Model serving · Fine-tuning |
| Mistral AI | AI Scientist - Paris/London - Onsite or Hybrid or Remote | AI Frontier | 10 | Frontier research · Pretraining · Fine-tuning · Evals · Model serving · Audio & speech · Agent research |
| Mistral AI | AI Scientist - Palo Alto | AI Frontier | 10 | Frontier research · Pretraining · Agent research · Audio & speech · Code gen · Evals · Model serving |
| Anthropic | Research Engineer / Research Scientist, Pre-training | AI Frontier | 10 | Frontier research · Pretraining · Model serving · Inference infra |
| OpenAI | Senior Research Engineer/Scientist - On-Device Transformer Models | AI Frontier | 10 | Model serving · Inference infra · Frontier research |
| Lila Sciences | Research Scientist, Dexterous Manipulation & Robot Learning | AI Frontier | 10 | Embodied AI · RL robotics · Agent orchestration |
| Cohere | Senior Research Scientist, Cohere Labs | AI Frontier | 10 | Frontier research · Agent research |
| Anthropic | Research Engineer / Research Scientist, Pre-training | AI Frontier | 10 | Pretraining · Frontier research · Model serving · Inference infra |
| OpenAI | Distributed Training Engineer, Sora | AI Frontier | 10 | Pretraining · Model serving |
| Perplexity | Member of Technical Staff (AI Software Engineer, Agents) | AI Frontier | 9 | Agent orchestration · Tool use · Fine-tuning · RL post-training · Model serving |
| OpenAI | Technical Lead Manager - Training Runtime, Data(set) Movement | AI Frontier | 9 | Pretraining |
| Perplexity | Engineering Manager (TLM, Agents) | AI Frontier | 9 | Agent orchestration · Tool use · RL post-training · Frontier research · Model serving |
| Perplexity | Member of Technical Staff (AI Software Engineer, Agents) | AI Frontier | 9 | Agent orchestration · Tool use · RL post-training · Frontier research |
| OpenAI | RE/RS, Data Understanding (MM) | AI Frontier | 9 | Synthetic data · Vision · Audio & speech |
| Pika Labs | Multimodal LLM Researcher (MLLM) | AI Frontier | 9 | Audio & speech · Frontier research · Fine-tuning · Model serving · Agent orchestration |
| Lila Sciences | Principal ML Research Engineer | AI Frontier | 9 | Agent orchestration · Tool use · Evals · Fine-tuning · Model serving |
| Lila Sciences | Sr. Principal / Distinguished ML Scientist, Autonomous Science for Cell Biology | AI Frontier | 9 | Agent orchestration · Agent research · Fine-tuning · Evals |
| Mistral AI | AI Scientist - Warsaw | AI Frontier | 9 | Frontier research · Pretraining · Agent research · Audio & speech · Code gen · Evals · Fine-tuning · Model serving |
| Cohere | Research Internship (Fall / Winter 2026) | AI Frontier | 9 | Frontier research · Pretraining · Fine-tuning · Evals |
| Pika Labs | Senior Software Engineer, Agent | AI Frontier | 9 | Agent orchestration · Tool use · RAG · Vector DB · LLM observability · Audio & speech · Code gen |
| Lila Sciences | ML Scientist I / II, Foundation Models for Life Sciences | AI Frontier | 9 | Frontier research · Pretraining · Fine-tuning |
| Mistral AI | Applied Scientist / Research Engineer - Singapore | AI Frontier | 9 | Pretraining · Fine-tuning · Model serving · Agent orchestration · RAG · Vision · Audio & speech |
| Mistral AI | AI Engineer, Product | AI Frontier | 9 | Agent orchestration · Tool use · Evals · LLM observability · Model serving · Search & ranking |
| Lila Sciences | Senior / Principal ML Scientist, Foundation Models for Life Sciences | AI Frontier | 9 | Frontier research · Pretraining · Fine-tuning |
| OpenAI | Engineering Manager, Multimodal (API) | AI Frontier | 9 | Audio & speech · Model serving |
| xAI | Member of Technical Staff - Multimodal Understanding | AI Frontier | 9 | Pretraining · Fine-tuning · Model serving · Inference infra · Evals · Vision · Audio & speech · Agent orchestration · Tool use · Frontier research |
| Physical Intelligence | Robotics Research Engineer | AI Frontier | 9 | Embodied AI · Vision · Synthetic data · RL robotics · Model serving |
| Perplexity | Engineering Manager (Agents) | AI Frontier | 9 | Agent orchestration · Tool use · Agent research · RL post-training |