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.
13 AI roles tagged multimodal.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| Honeywell | Lead AI Engr | Industrial | 9 | Agent orchestration · Agent research · Fine-tuning · Inference infra · Model serving · RAG · Vector DB · Guardrails · LLM observability |
| Cognite | Principal ML Engineer | Industrial | 8 | Model serving · Inference infra · Vision · Agent orchestration · RAG |
| Cognite | Senior Machine Learning Engineer | Industrial | 8 | Vision · Model serving · Inference infra · RAG · Vector DB · Fine-tuning · LLM observability · Agent orchestration |
| John Deere | Part-Time Student - Software Engineer - Moline, IL | Industrial | 8 | Agent orchestration · Tool use · RAG · Vector DB · LLM observability |
| Honeywell | Sr Advanced AI Engr | Industrial | 8 | Agent orchestration · Tool use · Fine-tuning · Model serving · LLM observability |
| Caterpillar | Senior Data Scientist | Industrial | 7 | Synthetic data · Agent orchestration · RAG |
| Caterpillar | Senior Manager - Connectivity Data Analytics | Industrial | 7 | Agent orchestration · Evals · Guardrails · LLM observability · Fine-tuning · Model serving · Recommender systems |
| Caterpillar | Principal Digital Architect (Autonomy) | Industrial | 7 | Vision · Agent orchestration · Tool use · Inference infra · Model serving |
| Caterpillar | Senior Analytics Manager - AI Model & Prompt Engineering | Industrial | 7 | Agent orchestration · Tool use · Evals · Guardrails · RAG · Vector DB · Fine-tuning · Model serving · Agent research |
| Caterpillar | Autonomy Component Engineer | Industrial | 7 | Vision · Agent orchestration |
| Caterpillar | Lead Data Scientist | Industrial | 7 | Agent orchestration · RAG · Evals |
| Honeywell | Data Scientist II | Industrial | 7 | Agent orchestration · Vector DB · Vision |
| Honeywell | Advanced Data Scientist | Industrial | 7 | Agent orchestration · Vector DB · Model serving |