Serve Robotics

Meet the future of sustainable, self-driving delivery.

Software Engineer, ML Infrastructure

Machine Learning EngineerMachine Learning EngineerFull TimeRemoteTeam 51-200Since 2017H1B SponsorCompany SiteLinkedIn

Location

United States

Posted

135 days ago

Salary

$155K - $190K / year

Bachelor Degree3 yrs expEnglishPythonSQL

Job Description

• Develop and maintain highly scalable data processing pipelines for data curation, annotation, search and ml feature extraction. • Build data discovery features for the platform. • Create and maintain search features such as natural language querying • Develop and maintain our orchestration and scheduling systems. • Maintain and evolve our data schemas such as unified data attribute system, scenario tagging and management • Build integrations with annotation providers to efficiently review large scale data preannotations • Collaborate with autonomy engineers to collect feedback, improve documentation, and run tutorials on platform features

Job Requirements

  • BS or MS in computer science with focus in data engineering and/or machine learning
  • 3+ years of industry experience building, running and improving large-volume data processing, feature extraction, data annotation workflows
  • Experience building data mining and search capabilities
  • Experience with both Python and SQL is required
  • Solid understanding of data distributions and their impact on ML Models
  • Hands-on experience and good understanding of LLMs, VLMs, embeddings, vector databases
  • Experience with data annotation providers such as CVAT, LabelBox, LabelStudio, etc

Benefits

  • Offers Equity

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