Engineer Principal – Systems – Sensor Model Development
About The Position
BAE Systems Space & Mission Systems is seeking a highly skilled Machine Learning (ML) Subject Matter Expert to join our team. As an ML expert, you will work closely with our customer to implement and assess the scientific validity, robustness, and transparency of ML systems. Your expertise will be crucial in analyzing various ML systems and scientifically validating the claims made by proposed solutions. In addition to ML expertise, your skills in MBSE, software development, and/or areas such as Automated Target Recognition (ATR), Natural Language Processing and Large Language Models will allow you to contribute to a wide range of efforts at BAE Systems, Inc. At BAE Systems, you will join teams tackling a diverse array of complex challenges. As AI/ML technologies become pervasive across our product lines, your expertise will be a critical asset in shaping the future of defense. Our portfolio offers immense opportunities for professional growth and the chance to apply your skills in exciting, challenging environments. As leaders at the forefront of technology, your creativity and critical thinking are the catalysts that turn these challenges into breakthroughs. We value those who can navigate the unknown and develop innovative solutions for problems that have never been solved before. The Engineering, Science and Analysis (ESA) Strategic Capabilities Unit comprises the technical talent and organizational leadership that enables the successful delivery of high-impact discriminating technologies for our customers’ missions. Our collaborative, cross-functional teams are committed to innovation, integrity, continual learning and strong execution.
Requirements
- BS degree or higher in Engineering or a related technical field is required plus 6 or more years related experience.
- Each higher-level related degree, i.e., Master’s Degree or Ph.D., may substitute for two years of related experience.
- Related technical experience may be considered in lieu of education.
- Degree must be from a university, college, or school which is accredited by an agency recognized by the US Secretary of Education, US Department of Education.
- A current, active Top Secret security clearance is required with ability to obtain and maintain TS/SCI.
- Excellent analytical and problem-solving skills, with the ability to nitpick and stress test potential concerns with software.
- Excellent communication and collaboration skills, with the ability to work effectively with cross-functional teams.
- Experience in machine learning, with a focus on model development, evaluation, and validation.
- Ability to quickly learn and understand various software libraries and technologies.
- Proficiency in Python, with experience using libraries such as scikit-learn, TensorFlow, and PyTorch.
- Basic understanding of API usage, Docker, and Git.
- Understanding of ML system evaluation, including data pipelines, feature extraction, and model architectures.
Nice To Haves
- M.S. or Ph.D. in Computer Science, Mathematics, Statistics, Electrical Engineering, or related field.
- Experience in applying AI/ML techniques to defense-related research and development.
- Active DoD TS/SCI.
- Skills in some of the following: MBSE, Software Development, Natural Language Processing, Automated Target Recognition (ATR), Large Language Models, Image Processing, Computer Vision, Remote Sensing, Data Curation, Data Analytics, Electro-Optics/Infra-Red (EO/IR), Synthetic Aperture Radar (SAR), Applied Mathematics, Statistical Analysis.
Responsibilities
- Serve as a subject matter expert in machine learning
- Analyze various ML systems and scientifically validate the claims made by proposed solutions
- Evaluate the performance, robustness, and generalization of ML models, with emphasis on the following areas:
- Identify weaknesses and flaws in processes and provide recommendations for improvement
- Collaborate with the team to review raw and cleaned datasets used for model development
- Perform code reviews for logical correctness, data leakage, syntax problems, and other issues
- Confirm that reported results can be reproduced using provided data and code
- Evaluate the effects of noise, missing data, and distributional shifts on model performance
- Identify overfitting indicators and document limitations and boundary conditions
- Provide technical writing of documentation and progress reports
- Drive Product Innovation: Provide suggestions for the technical roadmap for next-generation product features, transforming emerging AI/ML trends into tangible capabilities.
- Mentor & Elevate: Guide and coach junior engineers and data scientists, fostering a culture of technical excellence and continuous learning.
- Capture New Business: Partner with business development teams to provide subject matter expertise during the proposal process, helping us win new initiatives.
- Advance Internal R&D: Participate in internal research and development projects to maintain BAE Systems' competitive edge in the defense landscape.
- Maintain a regular and predictable work schedule.
- Establish and maintain effective working relationships within the department, the Strategic Business Units, Strategic Capabilities Units and the Company. Interact appropriately with others in order to maintain a positive and productive work environment.
- Perform other duties as necessary.
Benefits
- health, dental, and vision insurance
- health savings accounts
- a 401(k) savings plan
- disability coverage
- life and accident insurance
- employee assistance program
- legal plan
- discounts on things like home, auto, and pet insurance
- paid time off
- paid holidays
- paid parental leave
- military leave
- bereavement leave
- any applicable federal and state sick leave
- company recognition program to receive monetary or non-monetary recognition awards
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What This Job Offers
Job Type
Full-time
Career Level
Principal
