Lockheed Martin Artificial Intelligence Center (LAIC) team is seeking a highly motivated and skilled individual to support the Applied AI team and radar track processing product portfolio, DevSecOps, software, data science, data at scale, artificial intelligence, and are passionate about working on a broad range of projects that can make a real difference.
Requirements
- Skilled in training and analysis steps in a modern MLOps pipeline including labeling, local and global explainability, model export and serialization, conformance testing, deployment, and monitoring
- Experience with DevOps tools: Docker, Git [GitLab, GitHub], Continuous Integration [CI], Continuous Deployment [CD]
- Skilled in Python and multiple libraries (NumPy, SciPy, Pandas, etc.)
- Ability to obtain a Secret government security clearance
- Master's Degree in Engineering, Computer Science, or other related discipline
- Skilled in leading long-term programs related to software and machine learning
- Experience interfacing with databases (SQL, MongoDB, etc.)
Responsibilities
- Leading the monitoring and maintenance of fielded AI capabilities and developing new capabilities to enhance ML monitoring and continuous update processes for deployed systems
- Analyzing customer data and assessing ML model performance to identify areas for improvement
- Developing and updating ML models to address evolving operational requirements
- Collaborating with cross-functional teams to rapidly iterate and mature solutions
- Providing continuous maintenance for deployed products using machine learning operations paradigms
Other
- A strong working knowledge of radar systems engineering, signal processing, DevSecOps, software, data science, data at scale, artificial intelligence, and machine learning
- Excellent self-motivation, work ethic, time management, and interpersonal skills
- The ability to work effectively in a team environment and collaborate with cross-functional teams
- A strong understanding of machine learning operations paradigms and experience with continuous maintenance of deployed products
- The ability to obtain and maintain a security clearance
