Senior Machine Learning Engineer
Anduril IndustriesResponsibilities
- Lead the design, development, integration, and support of machine-learning models for perception and data pipelines across multiple sensor modalities.
- Develop software to manage and automate the machine-learning lifecycle, including data management, pipelining, labeling, and training.
- Manage model selection, training, validation, evaluation, deployment, and regression testing.
- Manage training-data sourcing, integration, and quality.
- Develop machine-learning tools and processes for a classified environment.
- Collaborate with software, mechanical, and systems engineers on system integration and testing.
- Architect, deliver, support, and evolve autonomous-vehicle capabilities through the full product lifecycle.
Requirements
- Bachelor’s degree in Robotics, Mechatronics, Computer Science, Engineering, a relevant field, or equivalent experience.
- Senior-level experience delivering a production-grade software system with a mature machine-learning component.
- Experience designing, implementing, and maintaining MLOps, including data acquisition, labeling, curation, pipeline management, continuous integration, model versioning, and monitoring.
- Experience defining and implementing robust validation and verification strategies with data scientists and stakeholders.
- Experience delivering computer-vision capabilities across both data and model development.
- Ability to work across the software stack and full machine-learning capability lifecycle, from design and implementation through operation and sustainment.
- Ability to mentor junior team members and build team cohesion and capacity.
- Eligibility to obtain and maintain an Australian Government Negative Vetting 2 security clearance.
- Preferred experience delivering capabilities for public-sector customers.
- Preferred experience with Flyte, Airflow, Kubeflow, PyTorch, edge ML applications, TensorRT, and C++, Go, Python, or Rust.
- Proficiency in data management and traceability for high-quality datasets and reproducible experiments and results.
- Interest in growing into a Tech-Lead-Manager role with engineering line-management responsibility.
Benefits
- Full-time employees receive healthcare benefits; for Australian roles, medical insurance premiums are fully covered for employees and dependents.
- Life and disability insurance, competitive paid time off, December holiday hiatus, caregiver and wellness leave are provided.
- Family planning and parenting support, 24/7 mental health resources, and legal and financial work-life services are available.
- Annual professional development reimbursement and region-based commuter benefits are offered.
- Relocation assistance may be available depending on role eligibility.
- Australian roles include a superannuation plan.
- The role is based in Australia and requires eligibility to obtain and maintain an Australian Government NV2 security clearance.
About Anduril Industries
Anduril is not a traditional defense contractor. We are shaping the future of defense, transforming US & allied military capabilities with advanced technology. We emphasize speed and results and control our products from start to finish, including funding R&D to selling finished products off the shelf. Today, Anduril is in a rapid growth phase, deploying technology in diverse locations and developing path-making products that will change defense forever. We believe that everyone at Anduril can be a catalyst. Your perspective can change lives, and we want to help you make your mark. Our team includes thinkers and doers working interdependently. We bring the brightest minds and best-in-class talent together with veterans who have lived the problems of our warfighters. If you like building quickly and seeing your work deployed in the real world, we want you at Anduril. With offices in Orange County, Washington DC, Seattle, Boston, Atlanta, London, and Sydney, our reach is wide. Check out our careers page at https://www.anduril.com/careers or send us an email at careers@anduril.com.