Software Engineer, ML Platform (All levels) Seattle, WA / Remote

Company: Overland AI Inc
Location: Seattle
Posted on: November 6, 2024

Job Description:

Software Engineer, ML Platform (All levels)Seattle, WA / RemoteOverland AI builds intelligent uncrewed ground systems for defense and national security. Our autonomy stack, OverDrive, is defining the state-of-the-art for perception, planning, and control of uncrewed vehicles, enabling them to traverse and operate in any terrain, regardless of roads, in any condition. OverDrive was purpose-built for the warfighter. Through our work with DARPA and the U.S. Army, we are developing the intelligent capabilities necessary to power modern ground operations, now and for decades to come.In a little over a year, the company has been selected for or awarded eight-figures of OTAs and other contracts across multiple services and DoD customers. We have raised over $10M in funding, led by a top multi-billion dollar AUM defense tech investor.We are looking for software engineers to join our team to improve the quality of our AI models and development process.Experienced, well-qualified remote candidates able to work during Pacific Time Zone business hours will be considered.In this role, you will:

• Design and implement Overland AI's infrastructure to enable training, evaluating, and deploying machine learning/deep learning models for autonomous vehicles, including:
  • Writing software to enable the fast curation and creation of high-quality labels for various robotics tasks using state-of-the-art AI and human feedback.
  • Design and implement data processing pipelines, dashboards, and visualization tools for model evaluation and dataset insights.
  • Design and implement distributed workflows, including data processing, training, and evaluation (on-prem and cloud).
  • Be responsible for on-prem and cloud infrastructure including data storage, compute resources and access.
  • Leverage CI/CD practices to make the machine learning lifecycle efficient and reproducible.
  • Collaborate closely with experts in Perception and Behavior Planning.Qualifications
    • Strong programming skills in Python and/or C++
      • Including experience with any matrix library, such as numpy, Eigen, etc.
      • Strong understanding of data processing pipelines for training ML models
      • Experience with batch processing tools, such as Spark, Beam, Ray, etc.
      • Experience with data stores and databases, such as MinIO, Postgres, Redshift/BigQuery, etc.
      • You excel in a small-team atmosphere, taking ownership of problems and working with your colleagues to solve problems across disciplines.
      • Ability to obtain and maintain a DOD Security Clearance.Preferred
        • Prior industry experience in a similar software infrastructure or MLOps team
        • Prior experience with ROS or other robotics middleware
        • Contributions to any related open source software projectOverland AI believes in creating a work environment that you look forward to embracing every day.
          • The salary range for this position is $120K to $300K annually
          • Equity compensation
          • Best-in-class healthcare, dental and vision plans.
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Keywords: Overland AI Inc, Tacoma , Software Engineer, ML Platform (All levels) Seattle, WA / Remote, IT / Software / Systems , Seattle, Washington