Basic Qualifications
Requires a Bachelor's degree in Engineering, or a related Science or
Mathematics field. Also requires 5+ years of job-related experience, or a
Master's degree plus 3 years of job-related experience.
CLEARANCE REQUIREMENTS: Ability to obtain a Department of Defense Top Secret
security clearance is required at time of hire. Applicants selected will be
subject to a U.S. Government security investigation and must meet eligibility
requirements for access to classified information. Due to the nature of work
performed within our facilities, U.S. citizenship is required.
Responsibilities for this Position
Our Commitment to You:
A workplace that allows you to take your career to the next level.
Access to expansive and diverse datasets to grow your data science portfolio.
Applied research oriented work, alongside award winning teammates to develop
practical solutions that directly impact the company's bottom line.
Training budget to help you develop your professional skills, attending
conferences, obtaining certifications, even a masters degree.
Flexibility to fully manage your own schedule including a hybrid work schedule
to allow for a blend of in office and remote work.
Opportunities & encouragement to patent and/or publish your work.What
You'll Do:
Collaborating with teams of data scientists on full life cycle data-driven
solutions.
Data wrangling, preprocessing, and manipulation for ML applications.
Applying advanced statistical methods and reporting techniques to large
datasets.
Interpreting data analysis and experimental results, and communicating
insights.
Developing ML systems for both supervised and unsupervised learning tasks.
Mastering deep learning algorithms and addressing their limitations related to
hardware or data.
Conducting experiments to enhance model performance and clearly reporting
outcomes to both technical and non-technical audiences.
Optimizing DL architectures for performance and supporting systematic
optimization efforts.
Deploying ML solutions across diverse platforms, from large clusters to
small SWaP (Size, Weight, and Power) environments.
Monitoring ongoing model performance to detect and adjust for data drift.
Following best practices for software documentation and reporting.Skills
You'll Bring:
Proficiency in ML and DL frameworks, such as scikit-learn, TensorFlow,
and PyTorch.
Excellent written and verbal communication abilities.
Experience with the Linux command line, including bash and shell scripting.
Expertise in handling large, complex datasets including image, cyber,
NLP, and signal data.
Experience in distributed version control systems and DevOps tools, such as
GitLab, Git, Docker, and Kubernetes.
Skills in data preparation and corpus filtering using databases like
PostgreSQL and MySQL.
Software development experience in multiple programming languages, with an
emphasis on Python.
Understanding of validation methods for ML models.
Familiarity with experimental design for data science projects.
Competence in full life cycle ML operations (MLOps).
Target salary range: USD $116,811.40/Yr. - USD $129,587.60/Yr.
This estimate represents the typical salary range for this position based on
experience and other factors (geographic location, etc.). Actual pay may
vary. This job posting will remain open until the position is filled. Company
At General Dynamics Mission Systems, we rise to the challenge each day to
ensure the safety of those that lead, serve, and protect the world we live
in. We do this by making the world's most advanced defense platforms even
smarter. Our engineers redefine what's possible and our manufacturing team
brings it to life, building the brains behind the brawn on submarines,
ships, combat vehicles, aircraft, satellites, and other advanced systems.
We pride ourselves in being a great place to work with this shared sense of
purpose, committed to a diverse and exciting employee experience tha drives
innovation and creates a community where all feel welcome and a part of
something amazing.
We offer highly competitive benefits and a flexible work environment where
contributions are recognized and rewarded. To see more about our benefits,
visit
General Dynamics is an Equal Opportunity/Affirmative Action Employer that is
committed to hiring a diverse and talented workforce. EOE/Disability/Veteran