Machine Learning Engineer III
General Atomics
General Atomics Aeronautical Systems, Inc. (GA-ASI), an affiliate of General Atomics, is a world leader in proven, reliable remotely piloted aircraft and tactical reconnaissance radars, as well as advanced high-resolution surveillance systems.DUTIES AND RESPONSIBILITIES:
- This is a Supervisory role.
- Design, implement, and solve autonomy problems via complex, data-driven decision-making paradigms including reinforcement learning (RL), multi-agent reinforcement learning (MARL), world models, large language models (LLMs), and stochastic control systems.
- Translate algorithms and technical specifications into production-quality ML code, following software engineering best practices. Maintain and deploy trained models and training pipelines.
- Completes programming and implements efficiencies, performs testing, validation, and debugging.
- Works with multi-functional teams to deploy and utilize autonomy stack.
- Analyze, assess, quantify, communicate, and develop methods to improve model performance. Collaborate across diverse teams of subject matter experts to evaluate model behavior.
- Lead technical teams and scope challenging projects into executable sprints.
- Drive code reviews to help team adhere to general DevSecOps and MLOps best practices.
- Have a growth mindset and be comfortable in a setting where milestones shift often due to customer preferences or technology evolution.
- Adapts machine learning to areas such as virtual reality, augmented reality, artificial intelligence, robotics and other products that allow users to have an interactive experience.
- Maintains the strict confidentiality of sensitive information.
- Performs other duties as assigned.
- Responsible for observing all laws, regulations and other applicable obligations wherever and whenever business is conducted on behalf of the Company.
- Expected to work in a safe manner in accordance with established operating procedures and practices.