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Forward Deployed Engineer - Data-as-a-Service

United States, New York City 172000.00 - 300000.00 USD / Year · Job Posted December 12, 2025
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Job Description

Snorkel AI is hiring data scientists and engineers who will work directly on Snorkel projects, partnering with leading labs and enterprises to design, develop, and deliver high quality AI/ML data products for their most critical AI initiatives. This is a high-impact, customer-facing role focused on end-to-end ownership of the AI data pipeline lifecycle. This includes developing and deploying ML-based workflows, and building the technical foundations that make our human-in-the-loop (HITL) data generation and review faster and more effective.

Job Responsibility

  • Partner with the Sales Team on client discovery calls to provide technical depth, assess solution fit, and scope Data-as-a-Service opportunities
  • Develop and present tailored technical assets including specifications, data dictionaries, sample datasets, and client-specific demonstrations to illustrate feasibility and value
  • Define project scope and success criteria in collaboration with customer stakeholders and internal delivery teams, ensuring alignment on technical requirements and capacity
  • Design and execute calibration processes including baseline batches, benchmark reports, and evaluation frameworks that establish measurable project success metrics
  • Build and deploy evaluators, design and implement quality measurement systems to validate project outputs and ensure deliverables meet client expectations
  • Generate synthetic datasets by developing or adapting existing pipelines to accelerate client engagements and augment training data
  • Package and deliver production-grade datasets with standardized formatting, comprehensive documentation, and quality assurance
  • Configure and build custom applications and off-platform solutions for non-standard or specialized client requirements
  • Define production specifications and workflows, securing technical alignment with client teams to enable seamless go-live transitions
  • Provide ongoing technical support to Delivery Managers, addressing complex questions, resolving technical blockers, and supporting customer rebuttals
  • Maintain specification consistency and alignment across customer and internal teams throughout the engagement lifecycle
  • Identify and document workflow best practices and automation opportunities, collaborating with DaaS Engineering to continuously improve delivery capabilities
  • Maintain solution leaderboards and execute custom model benchmarking on existing datasets to demonstrate technical capabilities
  • Drive continuous improvement of technical assets, evaluation frameworks, and delivery processes to enhance speed, quality, and scalability
  • Support account growth by identifying upsell and cross-sell opportunities based on technical interactions with client engineering and research teams

Requirements

  • 2+ years of experience in data science and engineering roles
  • Strong practical experience with Python, SQL, and data tooling (e.g., pandas, Plotly, Streamlit, Dash)
  • Familiarity with LLM-based workflows and applying ML techniques in production contexts
  • Experience leveraging Backend APIs and interpreting associated technical documentation

What we offer

Equity in the form of employee stock options

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