Machine Learning Engineer - Military Veterans
at General Dynamics
Responsibilities for this Position
Location: USA VA Springfield - 7770 Backlick Rd (VAS110)
Full Part/Time: Full time
Job Req: RQ181769
Type of Requisition:
Regular
Clearance Level Must Currently Possess:
Top Secret/SCI
Clearance Level Must Be Able to Obtain:
Top Secret SCI + Polygraph
Public Trust/Other Required:
Job Family:
Systems Engineering
Job Qualifications:
Skills:
CI/CD, GitLab, PyTorch
Certifications:
None
Experience:
5 + years of related experience
US Citizenship Required:
Yes
Job Description:
Deliver simple solutions to complex problems as a Machine Learning Engineer at GDIT. Here, you'll tailor cutting-edge solutions to the unique requirements of our clients. With a career in application development, you'll make the end user's experience your priority and we'll make your career growth ours.
At GDIT, people are our differentiator. As a Machine Learning Engineer you will help ensure today is safe and tomorrow is smarter. Our work depends on TS/SCI cleared Machine Learning Engineer joining our team to support our intelligence customer in St. Louis, MO.
HOW A MACHINE LEARNING ENGINEER WILL MAKE AN IMPACT
Own your opportunity to serve as a critical component of our nation's safety and security. Make an impact by using your expertise to protect our country from threats.
Job Description
- Rapidly prototype containerized multimodal deep learning solutions and associated data pipelines to enable GeoAI capabilities for improving analytic workflows and addressing key intelligence questions. You will be at the cutting edge of implementing State-of-the-Art (SOTA) Computer Vision (CV) and Vision Language Models (VLM) for conducting image retrieval, segmentation tasks, AI-assisted labeling, object detection, and visual question answering using geospatial datasets such as satellite and aerial imagery, full-motion video (FMV), ground photos, and OpenStreetMap.
WHAT YOU'LL NEED TO SUCCEED:
Education: Bachelor or Master' Degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or equivalent experience in lieu of degree.
Experience: 5+ years
Technical skills:
Demonstrated experience applying transfer learning and knowledge distillation methodologies to fine-tune pre-trained foundation and computer vision models to quickly perform segmentation and object detection tasks with limited training data using satellite imagery.
Demonstrated professional or academic experience building secure containerized Python applications to include hardening, scanning, automating builds using CI/CD pipelines.
Demonstrated professional or academic experience using Python to queryy and retrieve imagery from S3 compliant API's perform common image preprocessing such as chipping, augment, or conversion using common libraries like Boto3 and NumPy.
Demonstrated professional or academic experience with deep learning frameworks such as PyTorch or Tensorflow to optimize convolutional neural networks (CNN) such as ResNet or U-Net for object detection or segmentation tasks using satellite imagery.
Demonstrated professional or academic experience with version control systems such as Gitlab.
Demonstrated experience leveraging CUDA for GPU accelerated computing.
Skills and abilities desired:
Demonstrated professional or academic experience with the HuggingFace Transformers library and hub.
Demonstrated experience with OpenShift and container orchestration within Kubernetes using Helm, Kubectl, Kustomize, or Operators.
Demonstrated experience with Vision Transformers (ViT) such as DINO or DeiT.
Demonstrated academic or professional experience communicating methodological choices and model results.
Demonstrated experience with verification and validation test benches.
Demonstrated experience with Explainable AI (XAI) techniques.
Demonstrated experience with Open Neural Net Exchange (ONNX).
Location: On Company Site
US Citizenship Required
GDIT IS YOUR PLACE:
401K with company match
Comprehensive health and wellness packages
Internal mobility team dedicated to helping you own your career
Professional growth opportunities including paid education and certifications
Cutting-edge technology you can learn from
Rest and recharge with paid vacation and holidays
#RoverGSS
The likely salary range for this position is $101,566 - $131,584. This is not, however, a guarantee of compensation or salary. Rather, salary will be set based on experience, geographic location and possibly contractual requirements and could fall outside of this range.
Scheduled Weekly Hours:
40
Travel Required:
None
Telecommuting Options:
Onsite
Work Location:
USA VA Springfield - 7770 Backlick Rd (VAS110)
Additional Work Locations:
Total Rewards at GDIT:
Our benefits package for all US-based employees includes a variety of medical plan options, some with Health Savings Accounts, dental plan options, a vision plan, and a 401(k) plan offering the ability to contribute both pre and post-tax dollars up to the IRS annual limits and receive a company match. To encourage work/life balance, GDIT offers employees full flex work weeks where possible and a variety of paid time off plans, including vacation, sick and personal time, holidays, paid parental, military, bereavement and jury duty leave. To ensure our employees are able to protect their income, other offerings such as short and long-term disability benefits, life, accidental death and dismemberment, personal accident, critical illness and business travel and accident insurance are provided or available. We regularly review our Total Rewards package to ensure our offerings are competitive and reflect what our employees have told us they value most.
We are GDIT. A global technology and professional services company that delivers consulting, technology and mission services to every major agency across the U.S. government, defense and intelligence community. Our 30,000 experts extract the power of technology to create immediate value and deliver solutions at the edge of innovation. We operate across 30 countries worldwide, offering leading capabilities in digital modernization, AI/ML, Cloud, Cyber and application development. Together with our clients, we strive to create a safer, smarter world by harnessing the power of deep expertise and advanced technology.
We connect people with the most impactful client missions, creating an unparalleled work experience that allows them to see their impact every day. We create opportunities for our people to lead and learn simultaneously. From securing our nation's most sensitive systems, to enabling digital transformation and cloud adoption, our people are the ones who make change real.
GDIT is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status, or any other protected class.
PI244943316
Springfield, VA
General Dynamics is a global aerospace and defense company.
Our portfolio spans the realm of the world's most technologically advanced business jets, wheeled combat vehicles, command and control systems and nuclear submarines. We offer these through our five business groups: Aerospace, Combat Systems, Information Technology, Mission Systems and Marine Systems.
General Dynamics employs thousands of people across the globe, with locations in more than 45 countries. We rely on the skills of our employees and their knowledge of customer requirements to deliver best-in-class products and services.
Who We Are Looking For
General Dynamics is seeking military veterans and military spouses across the country who bring a deeply rooted skillset that includes team-oriented approaches to problem-solving, demonstrations of leadership and an overall commitment to the mission of the organization. We recognize the knowledge and skills gained during your military experience are invaluable to the success of a team. We’re proud of the thousands of veterans and military professionals who have chosen to apply their leadership, teamwork and problem-solving skills to a career at General Dynamics and to continue supporting the mission of those serving today.
Should I Apply?
At General Dynamics, our employees are the heart of our company. We rely on their dedication to excellence and their intimate knowledge of customer requirements to meet the needs of customers around the globe, day in and day out. Our employees' unique blend of skill, innovation and agility drives our continued success, and we take our responsibility to them seriously. If you are a military veteran or military spouse ready to advance your career, view our available career opportunities to the right for more information and to apply today!
What Happens After I Apply?
Once you click ‘Apply Now’ on a General Dynamics posting, you will be re-directed to fill out an application on General Dynamics career page. In order to be considered for next steps, please complete the application on General Dynamics career page and make sure you have an updated resume uploaded to your RecruitMilitary profile. Once General Dynamics reviews your resume and profile, a recruiter will reach out to provide you with more information and to schedule you for an interview.
How to Win An Interview
1. Review the job description for the specific position you are applying for.
2. Review the company website. Know their mission and values. What do they do? What are their products?
3. Prepare a few questions to ask on your interview.
4. Prepare to discuss your military or civilian background and how it relates to the position.
5. Check out the RecruitMilitary Resources tab for resume guidance, interview prep and more!