148 active AI roles across 60 companies mention Research-to-Production Pipeline. Category: ML Ops & Evaluation.
New AI postings mentioning Research-to-Production Pipeline per week — 116 total over 12 weeks.
Research-to-Production Pipeline is a skill in the "ML Ops & Evaluation" category. It currently appears in 148 active AI roles across 60 companies in our index.
The top employers with active AI roles mentioning Research-to-Production Pipeline are: OpenAI (16), NVIDIA (13), Amazon (8), Microsoft (7), JPMorgan Chase (7).
Over the last 12 weeks, 116 new AI postings mentioned Research-to-Production Pipeline. Demand is rising — up 121% in the last four weeks compared to the earliest four weeks in the window.
Roles requiring Research-to-Production Pipeline are concentrated in: agents (52%), application (22%), serving infrastructure (16%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
Job postings that mention Research-to-Production Pipeline most often also require: Machine Learning, Content Generation, Python, Agentic Systems, System Design.
10 AI roles requiring this skill.
| Company | Title | Sector | AI score | Stage |
|---|---|---|---|---|
| Scale AI | Director, Forward Deployed Engineering | Data AI | 9 | L4 |
| Scale AI | Distinguished Engineer | Data AI | 9 | L3 |
| Snorkel AI | Research Scientist | Data AI | 9 | L0 |
| Weights & Biases | Staff AI Security Engineer | Data AI | 8 | L4 |
| Databricks | Sr. Manager – Data & AI Support Engineering | Data AI | 7 | L4 |
| Weights & Biases | Account Solution Architect | Data AI | 7 | L3 |
| Celonis | Senior Strategic Value & Process Optimisation Consultant | Data AI | 7 | L4 |
| Snowflake | Senior Software Developer - Full Stack | Data AI | 7 | L4 |
| Celonis | Senior Applied AI Solutions Consultant | Data AI | 7 | L4 |
| Baseten | Software Engineer - AI Enablement | Data AI | 7 | L4 |