Snorkel AI FDE
Manager, Forward Deployed Engineering
- Location New York City, NY (Hybrid); San Francisco, CA (Hybrid)
- Seniority manager
- Posted 2026-03-19
Original posting ↗ You apply on the company site — we never collect applications.
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role details
Lead a team of engineers to design, build, and evolve AI data pipelines and workflows.
Summary generated by AI from the original posting.
Hard requirements to check first
- Clearance：not mentioned in the posting
- Work auth：not mentioned in the posting
Skills
PythonSQLEvalsdata engineeringML engineeringproduction operationsdataset generationevaluation systemsquality frameworksML-assisted workflowshuman-in-the-loop (HITL) data generation
Excerpt from the original posting
About Snorkel At Snorkel, we believe meaningful AI doesn’t start with the model, it starts with the data. We’re on a mission to help enterprises transform expert knowledge into specialized AI at scale. The AI landscape has gone through incredible changes since 2015, when Snorkel started as a research project in the Stanford AI Lab, to the generative AI breakthroughs of today. But one thing has remained constant: the data you use to build AI is the key to achieving differentiation, high performance, and production-ready systems. We work with some of the world’s largest organizations to empower scientists, engineers, financial experts, product creators, journalists, and more to build custom AI with their data faster than ever before. Excited to help us redefine how AI is built? Apply to be the newest Snorkeler! About the Role Snorkel AI is hiring a Manager, Forward Deployed Engineering to build and lead our Forward Deployed Engineering (FDE) function within the Data-as-a-Service (DaaS) organization. This team is responsible for the technical execution layer of DaaS delivery — owning the systems, workflows, and quality frameworks that power high-quality dataset production at scale. You will lead a team of engineers who operate across the full AI data lifecycle: designing evaluation systems, building ML-assisted workflows, and developing the technical foundations that make human-in-the-loop (HITL) data generation faster, more reliable, and scalable. This is a hands-on, player coach role where you’ll both help define the strategy and architecture of our data pipelines while staying close to implementation. As a founding leader, you will establish how FDE partners with Delivery, Engineering, and Research to ensure consistent, high-quality execution across all DaaS projects. You’ll operate at the intersection of data engineering, ML engineering, and production operations, driving the evolution of our technical delivery capabilities and enabling Snorkel to scale its impact across increasingly complex AI workloads. Main Responsibilities - Build and lead the Forward Deployed Engineering function, defining the team’s operating model, technical roadmap, and standards for execution - Hire, mentor, and develop a high-performing team, fostering strong ownership, velocity, and engineering excellence - Own the design and evolution of end-to-end AI data pipelines, including dataset generation, evaluation systems, and quality frameworks - Drive development of M…