Air Defense, Sr. Machine Learning Engineer

Company: Anduril Industries
Location: Costa Mesa
Posted on: January 16, 2025

Job Description:

Air Defense, Sr. Machine Learning EngineerAnduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold. Anduril's family of systems is powered by Lattice OS, an AI-powered operating system that turns thousands of data streams into a realtime, 3D command and control center. As the world enters an era of strategic competition, Anduril is committed to bringing cutting-edge autonomy, AI, computer vision, sensor fusion, and networking technology to the military in months, not years.The Air Defense team builds robots that find other robots and knock them out of the sky. At a time when air superiority can no longer be taken for granted, the Air Defense Team provides mission critical capabilities to warfighters. From detection to tracking, identification, deterrence, and defeat, our family of networked sensors and effectors enables our customers to rapidly close the kill chain against a broad range of Unmanned Aerial System (UAS) threats. Working across product, engineering, sales, logistics, operations, and mission success, the Air Defense team develops, tests, deploys, and sustains the Anduril Air Defense Family of Systems (FoS) in challenging operational environments worldwide.We are looking for a Machine Learning Engineer to apply the latest research to solve our toughest problems. This role will be responsible for owning the development of Air Defense specific models.What You'll Do

• Propose and prototype innovative solutions to solve real world problems, leveraging the latest state-of-the-art techniques in the field
• Develop and maintain core ML pipelines
• Train and deploy deep learned models for real-time applications
• Leverage ML to help evaluate our own system performance live to enable our sensors to interface with systems of systems
• Curate datasets for evaluating performance and comparing performance trends over timeCore Requirements
  • BS in Computer Science, Machine Learning, Electrical Engineering, or related field
  • 6+ years experience developing and benchmarking ML algorithms on large-scale datasets
  • Strong ML and CV background
  • Experience deploying models with TensorRT and ONNX
  • Experience with Python development and deep learning frameworks such as PyTorch and TensorFlow
  • Deployment of algorithms in a compute restricted environment
  • Experience writing and maintaining automated continuous integration tests
  • Must be eligible to obtain and maintain a Secret ClearancePreferred qualifications
    • Experience in one or more of the following:
      • Object Detection, Object Tracking, Instance Segmentation, Semantic Segmentation, Semantic change Detection
      • Experience in one or more of the following:
        • Visual Odometry, SLAM, Multi-view Geometry, Structure from Motion, 3D Geometry, Discriminative Correlation Filters, Stereo, Neural 3D Reconstruction, RGB-D and LIDAR Sensor Fusion
        • Experience troubleshooting and analyzing remotely deployed software systemsWHAT WE VALUE IN AIR DEFENSE
          • Customer Facing - Mission Software Engineers are the software engineers closest to Anduril customers, end-users, and the technical challenges of operational scenarios.
          • Mission First - Above all, execute the mission in an expedient, scalable, and pragmatic way. They keep the mission top-of-mind and make pragmatic and thoughtful engineering decisions to deliver successful outcomes.
          • Small Project Wrangling = Large Project Impact - Our MSEs are the voice of our business line(s). They are the forcing function that gets us to think about how a project will transition to production and tie in to the centralized functions across the business.
          • Embrace Challenge (and follow through) - We take responsibility for achieving the mission; Developing technical self-sufficiency across a wide range of environments. Ruthlessly prioritizing, while honing our ability to understand large systems and incorporate new components in varying levels of complexity.US Salary Range$168,000 - $252,000 USDThe salary range for this role is an estimate based on a wide range of compensation factors, inclusive of base salary only. Actual salary offer may vary based on (but not limited to) work experience, education and/or training, critical skills, and/or business considerations. Highly competitive equity grants are included in the majority of full time offers; and are considered part of Anduril's total compensation package. Additionally, Anduril offers top-tier benefits for full-time employees, including:
            • Platinum Healthcare Benefits: For U.S. roles, we offer top tier platinum coverage (medical, dental, vision) that are 100% covered by Anduril for you and 90% covered for your dependents.
            • Basic Life/AD&D and long-term disability insurance 100% covered by Anduril, plus the option to purchase additional life insurance for you and your dependents.
            • Extremely generous company holiday calendar including a holiday hiatus in December, and highly competitive PTO plans.
            • 16 weeks of paid Caregiver & Wellness Leave to care for a family member, bond with your baby, or tend to your own medical condition.
            • Family Planning & Parenting Support: Fertility (eg, IVF, preservation), adoption, and gestational carrier coverage with additional benefits and resources to provide support from planning to parenting.
            • Mental Health Resources: We provide free mental health resources 24/7 including therapy, life coaching, and more. Additional work-life services, such as free legal and financial support, available to you as well.
            • A professional development stipend is available to all Andurilians.
            • Daily Meals and Provisions: For many of our offices this means breakfast, lunch and fully stocked micro-kitchens.
            • Company-funded commuter benefits available based on your region.
            • Relocation assistance (depending on role eligibility).
            • 401(k) retirement savings plan - both a traditional and Roth 401(k). (US roles only)Anduril is an equal-opportunity employer committed to creating a diverse and inclusive workplace. The Anduril team is made up of incredibly talented and unique individuals, who together are disrupting industry norms by creating new paths towards the future of defense technology. All qualified applicants will be treated with respect and receive equal consideration for employment without regard to race, color, creed, religion, sex, gender identity, sexual orientation, national origin, disability, uniform service, Veteran status, age, or any other protected characteristic per federal, state, or local law, including those with a criminal history, in a manner consistent with the requirements of applicable state and local laws, including the CA Fair Chance Initiative for Hiring Ordinance. We actively encourage members of recognized minorities, women, Veterans, and those with disabilities to apply, and we work to create a welcoming and supportive environment for all applicants throughout the interview process. If you are someone passionate about working on problems that have a real-world impact, we'd love to hear from you!
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Keywords: Anduril Industries, Los Angeles , Air Defense, Sr. Machine Learning Engineer, Engineering , Costa Mesa, California