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Afresh

Senior Software Engineer, ML Platform

Afresh
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10 days ago
Remote, United StatesSenior
H1B Sponsor

Base Salary

$156k - $231k/yr

Responsibilities

  • Elevate the core ML platform's performance, reliability, and scalability.
  • Design and implement significant scalability improvements to the ML platform.
  • Deliver projects that enhance model configuration and integration testing.
  • Collaborate with machine learning engineers and data scientists on large-scale software projects.
  • Support the development of the flagship Prediction Engine for grocery replenishment decisions.

Requirements

  • BS in Computer Science or a relevant technical field.
  • 5+ years of professional software development experience.
  • Experience collaborating with machine learning engineers and data scientists.
  • Genuine curiosity about ML modeling and its applications.
  • Deep understanding of how scientists work and building tools for production-grade software.
  • Technical leadership experience and ability to mentor junior engineers.
  • Expertise in library design, API design, data structures, and algorithms.
  • Strong familiarity with the Python ecosystem, including NumPy, Pandas, Torch, and PySpark.
  • Proven ability to architect high-throughput distributed inference systems.
  • Experience in engineering robust data architectures with a focus on schema evolution.

Benefits

  • Remote work options available in specified states.
  • Opportunity to work on impactful projects that reduce food waste.

Tech Stack

Apache AirflowApache SparkDatabricksNumPyPandasPython

Categories

AI & MLBackendData Engineering