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Full-Stack Data Scientist, Hardware Reliability (Starlink)

SpaceX· Starlink Reliability - Bastrop
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Bastrop, TXFull-timePosted 1mo ago

About the role

Full-stack data scientist focused on improving reliability of Starlink customer hardware by building data pipelines, models, production scoring systems, and LLM-backed tools; collaborates across engineering, production, supply chain, and customer experience to drive design and process improvements.

Responsibilities

  • Build and maintain data pipelines, infrastructure, and software to objectively increase the reliability of Starlink customer hardware
  • Design and operate the feature, label, and scoring data that reliability models train and serve on, including backfills, late-arriving data, and data quality
  • Train, validate, and iterate models for hardware failure prediction both in production line and field
  • Deploy and operate models in production, including scheduled scoring, versioning, monitoring, and iteration based on live results
  • Contribute to critical Starlink software repositories, working in core internal and customer-facing codebases
  • Build internal analytics tools, APIs, and applications used by hardware, production, quality, supply chain, and customer experience teams
  • Collaborate across engineering, production, test, inventory, quality, supply chain, and customer experience to turn analyses and predictions into design, process, and support changes
  • Identify customer needs, gather requirements, and execute independently in a dynamic environment with changing constraints and tight deadlines

Qualifications

  • Bachelor’s degree in computer science, data science, mathematics, electrical engineering, or other STEM discipline
  • 4+ years of professional experience in data science, machine learning, or software engineering
  • Strong proficiency in Python and SQL
  • Experience building production data pipelines
  • Experience deploying machine learning models in production

Skills

Required:PythonSQLData pipelinesMachine learning in production

Benefits

  • Note: Benefits not listed in the provided description.
Last updated Sep 9, 2026. Interested? Apply on the company site.

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