BAE Systems

Eng Prin - Sys

BAE Systems$100K — $130K *
Aerospace & Defense
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • BS degree or higher in Engineering or related field plus 6+ years of experience.
  • Top Secret security clearance with ability to obtain TS/SCI.
  • Strong analytical and problem-solving skills, especially in software validation.
  • Excellent communication and collaboration skills for cross-functional teamwork.
  • Experience with machine learning model development, evaluation, and validation.
  • Proficiency in Python and familiarity with ML libraries (scikit-learn, TensorFlow, PyTorch).
  • Basic understanding of APIs, Docker, and Git.

Responsibilities

  • Serve as a subject matter expert in machine learning.
  • Analyze various ML systems to scientifically validate proposed solutions.
  • Evaluate ML models for performance, robustness, and generalization.
  • Provide recommendations for process improvements and identify weaknesses.
  • Collaborate on the review of raw and cleaned datasets for model development.
  • Conduct code reviews to ensure accuracy and correctness.
  • Participate in internal R&D projects to maintain competitive edge.

Benefits

  • Health, dental, and vision insurance.
  • 401(k) savings plan with company contributions.
  • Paid time off and holidays, plus various leave types.
  • Employee assistance program and legal plan services.
  • Employee recognition program with awards.
  • Discounts on home, auto, and pet insurance.
Full Job Description
Job Description

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.

What You'll Do:
  • As a Principal Engineer, you will bridge the gap between cutting-edge research and mission-critical application. You will be responsible for:
  • Technical Execution & Validation:
    • 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
  • Strategic Influence & Growth:
    • 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.

On-Site Work Environment: This position requires regular in-person engagement by working on-site five days each normally scheduled week in the primary work location. Travel and local commute between company campuses and other possible non-company locations may be required.

Working Conditions:
  • Work is performed in an office, laboratory, production floor, or cleanroom, outdoors or remote research environment.
  • May occasionally work in production work centers where use of protective equipment and gear is required.
  • May access other facilities in various weather conditions.


Required Skills and Education

  • 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.
#LI-MA2

Preferred Skills and Education

  • 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.


Benefits Information

Employee Benefits: At BAE Systems, we support our employees in all aspects of their life, including their health and financial well-being. Regular employees scheduled to work 20+ hours per week are offered: health, dental, and vision insurance; health savings accounts; a 401(k) savings plan; disability coverage; and life and accident insurance. We also have an employee assistance program, a legal plan, and other perks including discounts on things like home, auto, and pet insurance. Our leave programs include paid time off, paid holidays, as well as other types of leave, including paid parental, military, bereavement, and any applicable federal and state sick leave. Employees may participate in the company recognition program to receive monetary or non-monetary recognition awards. Other incentives may be available based on position level and/or job specifics.

Intern Benefits: Temporary employees generally are not eligible for BAE Systems benefits, but can elect to participate in the 401(k) savings plan. Temporary employees working 20+ hours per week are eligible for medical benefits, the employee assistance program, and business travel accident insurance.

Please note: Some benefits may be different for union employees that are governed by a collective bargaining agreement (CBA) or for positions covered by a wage law called the McNamara-O'Hara Service Contract Act (SCA).

This position will be posted for at least 5 calendar days. The posting will remain active until the position is filled, or a qualified pool of candidates is identified.

Multiple positions may be available on this opening.

About BAE Systems

BAE Systems plc is a British multinational arms, security, and aerospace company. It is among the world's largest defense contractors, with over 85,000 employees and operations in over 40 countries. BAE Systems is involved in the design, development, and manufacture of a wide range of products and services, including military aircraft, naval ships, and land vehicles. The company also provides a range of cybersecurity and intelligence services. BAE Systems has a long history, dating back to the 19th century, and has been involved in many major defense projects. Visit baesystems.com for more information.
Learn more about BAE Systems
Size
90,500 employees
Industry
Founded
1997
NASDAQ

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