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Software Engineer, Data Flywheel Platform

Job in Sunnyvale, Santa Clara County, California, 94087, USA
Listing for: Necessary Ventures
Full Time position
Listed on 2026-11-04
Job specializations:
  • Software Development
    Data Engineering, Python, AI Engineer (Applied/Software), Machine Learning/ ML Engineer
Salary/Wage Range or Industry Benchmark: 140000 - 190000 USD Yearly USD 140000.00 190000.00 YEAR
Job Description & How to Apply Below

Build and scale the data curation and enrichment pipelines that transform world-scale fleet data into high-signal training data for foundation models. Develop the evaluation infrastructure and training/serving systems to support the company's AI data flywheel.

Requirements

Requires strong production software engineering experience in Python and distributed systems, with a track record of shipping high-throughput data or ML systems. Candidates should have roughly 6 or more years of experience and strong computer science fundamentals.

Key Skills

Python, Distributed Systems, Data Pipelines, System Design, SQL, Ray, Spark, Kubernetes, MLOps, Vector Search, Data Curation, Distributed Training, API Development, Workflow Orchestration, Lakehouse Architecture, Performance Optimization

This role, Software Engineer, Data Flywheel Platform at Necessary Ventures, could be your next career step.

Step into the Software Engineer, Data Flywheel Platform role at Necessary Ventures in Sunnyvale, CA, United States and grow with us.

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