Forward Deployed Engineer - Data as a Service
Core
Translate ambiguous customer needs into production-grade data, evaluation, and ML-assisted workflows, owning the end-to-end AI data pipeline lifecycle.
Role type
Forward-deployed Data as a Service Engineer
Builds
Production-grade datasets, custom applications, evaluation workflows, and ML-assisted tools for enterprise clients
Domain
Data-centric AI, Large Language Models (LLMs), Human-in-the-loop (HITL) data generation
Deliverable
production ML models | product features | client delivery
Required skills
Python, SQL, ML engineering, LLM-based solutions, API integration, technical specification translation, system integration
Preferred skills
Synthetic dataset generation, quality measurement frameworks, solution leaderboards, technical communication
Technologies
Python, SQL, ML frameworks, LLMs, APIs
Responsibilities
Build and deploy evaluators and quality measurement systems; Generate synthetic datasets; Package and deliver production-grade datasets; Configure custom applications for client requirements; Define production specifications and workflows; Provide ongoing technical support to Delivery Managers
Seniority
Mid-Senior, hands-on IC