Machine Learning Modeling and Simulation Engineer

SAIC • Chantilly, VA • 5h ago

Description

SAIC is seeking an experienced Machine Learning Modeling and Simulation Engineer to support a customer in Chantilly, VA. The successful applicant will demonstrate flexibility in task execution and provide technical expertise across a variety of Machine Learning (ML) and Modeling and Simulation (M&S) topics, including developing and training ML models, designing simulation frameworks, conducting performance analyses, and applying data-driven approaches to solve complex problems. In this role, the successful candidate may also assist with Systems Engineering topics (e.g., requirements, configuration management, readiness, verification and validation, etc.) to ensure seamless integration of ML capabilities within simulation environments. As a trusted advisor, the candidate will be expected to provide value-added judgment and offer strategic recommendations to the customer on program objectives, advanced technologies, and system enhancements. The successful candidate will produce highly detailed, practical, and consistent deliverables that align with the organization's mission and objectives, with a focus on innovation and cutting-edge solutions in machine learning and simulation. The successful candidate will:

Develop and maintain physics-based simulation models of spacecraft systems, including structures, sensors, and mission environments.

Perform end-to-end performance modeling for satellite missions, integrating sensor, orbital, and environmental models.

Conduct sensor phenomenology studies, including optical, infrared, or radar modeling for detection, tracking, and signature analysis.

Perform orbital mechanics modeling including orbit determination, orbital maneuvering, and spacecraft flight dynamics.

Use scripting languages (Python, MATLAB, or similar) to automate workflows, perform data analysis, and interface between simulation tools.

Apply Artificial Intelligence/Machine Learning (AI/ML) techniques (e.g., supervised/unsupervised learning, reinforcement learning, predictive modeling) to enhance simulation fidelity and performance.

Develop AI/ML models to analyze and predict satellite system behaviors, performance metrics, and mission outcomes based on simulation data.

Design and implement algorithms for anomaly detection, predictive maintenance, and optimization of satellite operations.

Use statistical and machine learning techniques to analyze data, identify patterns, and uncover insights relevant to satellite systems.

Integrate AI/ML models into existing simulation frameworks and tools to enhance their capabilities.

Qualifications

Bachelor's or Master's degree in Aerospace Engineering, Mechanical Engineering, Physics, or a related field with 12+ years of professional technical experience.

3+ years of experience in modeling and simulation for aerospace or space systems.

Active Top Secret/SCI w/Poly Clearance.

Strong understanding of sensor phenomenology --such as optical, infrared, or radar systems --and associated modeling methods.

Intermediate Python programming experience, demonstrated through hands-on experience with tasks such as data manipulation, automation, and development of Python-based solutions. Experience with libraries such as NumPy, SciPy, pandas, and matplotlib is beneficial.

Ability to communicate technical results clearly in written and verbal formats.

REQNUMBER: 2610347

SAIC is a premier technology integrator, solving our nation's most complex modernization and systems engineering challenges across the defense, space, federal civilian, and intelligence markets. Our robust portfolio of offerings includes high-end solutions in systems engineering and integration; enterprise IT, including cloud services; cyber; software; advanced analytics and simulation; and training. We are a team of 23,000 strong driven by mission, united purpose, and inspired by opportunity. Headquartered in Reston, Virginia, SAIC has annual revenues of approximately $6.5 billion. For more information, visit saic.com. For information on the benefits SAIC offers, see Working at SAIC. EOE AA M/F/Vet/Disability

SAIC

Go to Apply

Share this job

Similar Jobs

Retail Merchandising Specialist

Channel Partners • Alexandria, VA • 4h ago

Retail & Hospitality

At A Glance If you enjoy completing independent projects, are interested in collaborating with renowned consumer electronics brands, and don't want to be stuck at a desk all day, then our Retail Merchandising Specialist...

4h ago

Go to Apply

Retail Sales Travel Specialist

Staples • Springfield, VA • 4h ago

Retail & Hospitality

Travel Specialists engage customers with our travel services and products (i.e., travel supplies, luggage) for an easier travel experience. You will assist customers through TSA Precheck, passport photos, or by initiatin...

4h ago

Go to Apply

Retail Merchandising Specialist

Channel Partners • Reston, VA • 4h ago

Retail & Hospitality

4h ago

Go to Apply

Paid Media Principal Associate| Retail Bank

Capital One • Mclean, VA • 6h ago

Retail & Hospitality

Paid Media Principal Associate| Retail Bank Capital One, a Fortune Magazine "100 Best Companies to Work For," is seeking an innovative Principal Associate to join our Retail Bank Marketing team. This role is responsible...

6h ago

Go to Apply

Sr. Manager, Cyber Risk & Analysis | Retail Bank Tech

Capital One • Mclean, VA • 6h ago

Retail & Hospitality

Sr. Manager, Cyber Risk & Analysis | Retail Bank Tech Sr. Manager, Cyber Risk & Analysis | Retail Bank As a member of the Technology Risk Management team within Capital One's Business Risk Office, you will apply...

6h ago

Go to Apply

Deli/Bakery Manager

Sodexo • Fort Belvoir, VA • 6h ago

Retail & Hospitality

Role Overview Creating solutions for everything from dining and nutrition to facilities maintenance and rehabilitative services, Sodexo partners with government agencies and military organizations to improve people's qua...

6h ago

Go to Apply

Director, Ecommerce Marketing (Boutiques)

Marriott • Bethesda, MD • 12h ago

Retail & Hospitality

Additional Information Job Number 26033471 Job Category Sales & Marketing Location Marriott International HQ, 7750 Wisconsin Ave, Bethesda, Maryland, United States, 20814 VIEW ON MAP ( https://www.google.com/maps?q=M...

12h ago

Go to Apply

Restaurant Server AM (Part Time)

Marriott • Vienna, VA • 21h ago

Retail & Hospitality

Additional Information Job Number 26032799 Job Category Food and Beverage & Culinary Location Tysons Corner Marriott, 8028 Leesburg Pike, Vienna, Virginia, United States, 22182 VIEW ON MAP ( https://www.google.com/ma...

21h ago

Go to Apply

Sr. Solutions Architect, Enterprise (Retail, Restaurant & CPG)

Amazon • Arlington, VA • 21h ago

Retail & Hospitality

Description AWS Global Sales drives adoption of the AWS cloud, enabling retail customers of all sizes to innovate and expand in the cloud. Our team empowers every retail customer to grow by providing tailored service, un...

21h ago

Go to Apply

Sr. Solutions Architect, Enterprise (Retail, Restaurant & CPG)

Amazon • Arlington, VA • 21h ago

Retail & Hospitality

21h ago

Go to Apply

Subscribe to get new jobs sent directly to you
(no charge, cancel anytime)

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.