Data Scientist - Computer Vision

Lineage Logistics•Farmington Hills, MI
•Remote

About The Position

The Lineage Data Science team is seeking individuals to enhance Lineage’s computer vision technologies. The successful candidate will join a small, dedicated team responsible for the end-to-end management of our computer vision systems, from initial data capture by cameras to the integration of results with downstream decision-making processes. This role involves training and maintaining computer vision models, developing software for model deployment, and ensuring the seamless operation of the integrated system in a production environment. The work will be conducted on both on-premise servers and in the cloud, supporting our 24/7 automated facilities and contributing to the processing of millions of pounds of food weekly for global distribution to grocery stores and restaurants.

Requirements

  • Minimum 3-5 years of demonstrated strong programming ability in Python with experience writing software that performs in production and at scale.
  • Strong skills in computer vision and machine learning.
  • Experience managing the machine learning lifecycle, from labeling to model training, deployment, monitoring, scaling, and iteration.
  • The ability to identify and solve problems independently.
  • Strong critical thinking skills.

Nice To Haves

  • An advanced degree in a technical field.
  • Experience with Linux command line tools and Bash.
  • Experience with C++.
  • Experience managing software systems in production.
  • Non-technical work or extracurricular experience as it suggests you can communicate with a non-technical audience, such as on-site warehouse personnel.

Responsibilities

  • Training and maintaining computer vision models
  • Writing software to serve computer vision models
  • Ensuring the combined system operates smoothly in production
  • Operating on both on-premise servers and in the cloud

Benefits

  • Medical insurance
  • Dental insurance
  • Basic life insurance
  • Disability insurance
  • 401k retirement plan
  • Paid time off
  • Annual bonus eligibility
  • A minimum of 7 holidays throughout the calendar year.
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