Senior Machine Learning Engineer
1 week ago
Anduril Industries is a defence technology company that aims to transform military capabilities with innovative technology. To achieve this mission, we are seeking a Senior Machine Learning Engineer to lead the design, development, and integration of machine learning models for autonomous systems. The ideal candidate will have expertise in machine learning, software development, and collaboration with cross-functional teams.
Key Responsibilities:
- Lead the design and development of machine learning models for perception and data pipelines in autonomous systems
- 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
- Collaborate with data scientists and stakeholders to define and implement robust validation and verification strategies
- Develop tools and processes for machine learning in a classified environment
Requirements:
- Bachelor's degree in Robotics, Mechatronics, Computer Science, Engineering, or a relevant field
- Experience in a senior role with the delivery of a production-grade software system with a mature machine learning component
- Experience with the design, implementation, and maintenance of ML Operations, including data acquisition, labeling, data curation, pipeline management, continuous integration, model versioning, and monitoring
- Ability to obtain and maintain an Australian Government Security Clearance
Preferred Qualifications:
- Experience with the delivery of capability with a public sector customer
- Experience with workflow management tools such as Flyte, Airflow, and Kubeflow
- Experience with deep learning frameworks such as PyTorch
- Experience with edge ML applications
Anduril is an equal-opportunity employer committed to creating a diverse and inclusive workplace. We encourage candidates from all backgrounds to apply.
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