Software Engineer, Labelling, Data & Automation

New
Remote US & CanadaFull-TimeMiddle
Salary not disclosed
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Job Details

Experience
4+ years of industry experience
Required Skills
PythonMachine LearningSoftware Engineering

Requirements

  • 4+ years of industry experience.
  • Bachelor's in computer science, engineering, machine learning, or a related technical discipline.
  • Proficient in Python programming.
  • Strong software engineering fundamentals with real-world experience writing high quality, well-structured, and well-tested code.
  • A willingness and ability to learn new skills, technologies, and software libraries as required.
  • Strong experience with data pipelines for large-scale processing and analysis.
  • Understanding of cloud job orchestration, monitoring, and instrumentation best-practices.
  • Strong communication and organizational skills.
  • Open-minded and collaborative team player.
  • Passionate about self-driving technologies, solving hard problems, and creating innovative solutions.

Responsibilities

  • Design and implement tools, pipelines, and metrics to accelerate the development of our AI-first autonomy system and generative AI simulator.
  • Own the process, criteria, and tooling for efficiently finding interesting and relevant data across the petabytes of real world data that Waabi has collected.
  • Build high reliability systems for extracting and labelling the interesting data with various vendors and integrate it back into our system.
  • Work with both internal and third party stakeholders to define taxonomy, validation rules and success criteria for our labelling projects.
  • Design and manage the end-to-end deployment of data solutions to deliver high quality labelled data for various ML teams to use in experiments and model improvement.
  • Deploy open-set / embedding models to our production environment - empowering new search and curation modalities.
  • Champion engineering excellence, ensuring high-quality, well structured, and tested code.
  • Contribute to project roadmap planning, prioritization, and delivery.
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