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Forward Deployed Engineer - Data-as-a-Service

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Snorkel AI

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Location:
United States , New York City

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Contract Type:
Not provided

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Salary:

172000.00 - 300000.00 USD / Year

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

Additional Information:

Job Posted:
December 12, 2025

Employment Type:
Fulltime
Work Type:
Hybrid work
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