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Senior Machine Learning Engineer

Company: OrangePeople
Location: Plano
Posted on: February 22, 2021

Job Description:

We are looking for a Senior Machine Learning Engineer capable of using machine learning and statistical techniques to create state-of-the-art solutions for non-trivial, and arguably, unsolved problems. If you are results driven, interested in how to apply advanced Machine Learning techniques, would love to work with vehicle telemetry data and video, are deeply technical, highly innovative and long for the opportunity to build solutions for challenging problems that directly impact the company's bottom-line, we want to talk to you. Responsibilities:

  • Use statistical and machine learning techniques to create scalable solutions for vehicle telemetry data and video analysis, and perform R&D to drive discovery of new generation products.
  • Establish scalable, efficient, automated processes for large scale data analysis, model development, model validation and model implementation.
  • Drive adoption of best practices across organizations.
  • Deliver production-ready code.
  • Work with Product Owners to define the KPIs for machine learning projects.
  • Provide technical/team guidance, training/mentorship, and management of other team members.
  • Stay abreast of developments in research methodology and changing technologies in the marketplace and proactively identify applications of these latest developments to improve existing methods.
  • Prepare and present findings to both technical and non-technical audiences.
  • Work within the constraints of time, budget and resources capacities to align with Toyota's global vision.
  • Develop and foster collaborative relationships with product, business and engineering teams to effectively serve our customer needs. Qualifications:
    • 5+ years of production experience working in Data Science or Software Engineering.
    • 3+ years of production experience in Machine Learning, Computer Vision, and/or Signal Processing.
    • Solid production experience using Python (including NumPy) and SQL.
    • Solid production experience using TensorFlow and/or PyTorch.
    • Strong fundamentals in problem solving, algorithm design and complexity analysis.
    • Hands-on experience with web APIs, containers, CI/CD and testing.
    • Experience implementing Machine Learning pipelines in production environments.
    • Experience working in Agile Scrum environments.
    • Experience implementing solutions in a cloud environment (AWS or Azure) is a plus.
    • Experience working with data science in automotive telematics data and video is a plus.
    • Experience in edge computing is a plus. - provided by Dice

Keywords: OrangePeople, Plano , Senior Machine Learning Engineer, Engineering , Plano, Texas

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