New AI postings mentioning Research-to-Production Pipeline per week — 116 total over 12 weeks.
148 active AI roles across 60 companies mention Research-to-Production Pipeline. Category: ML Ops & Evaluation.
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.
9 AI roles requiring this skill.
| Company | Title | Sector | AI score | Stage |
|---|---|---|---|---|
| SoFi | Director, AI Platforms | Fintech | 8 | L3 |
| Block | Staff Machine Learning Engineer, Underwriting and Credit | Fintech | 7 | L4 |
| Marqeta | Lead Product Manager, Enterprise AI & Automation | Fintech | 7 | L4 |
| Upstart | Principal Applied Scientist | Fintech | 7 | L4 |
| Robinhood | Senior Machine Learning Engineer | Fintech | 7 | L2 |
| Visa | Director - AI Engineer | Fintech | 7 | L0 |
| SoFi | Principal Software Engineer, Member Growth | Fintech | 7 | L4 |
| Ramp | Software Engineer, AI DevX | Fintech | 7 | L4 |
| Stripe | Product Manager, Stripe Infrastructure | Fintech | 7 | L4 |