(REMOTE) Data Scientist

General Dynamics Mission Systems

General Dynamics Mission Systems is dedicated to ensuring global safety through advanced defense platforms. Their team, composed of engineers and manufacturing experts, is committed to innovation and welcoming diversity. This Data Scientist role exists to support these goals by applying deep learning and machine learning solutions.

In this role you can expect to have the responsibilities:

• Collaborate with data scientists on data-driven solutions throughout the life cycle.
• Wrangle, preprocess, and manipulate data for machine learning applications.
• Apply advanced statistical methods to large datasets.
• Interpret data analysis results and communicate insights.
• Develop machine learning systems for supervised and unsupervised tasks.
• Master and optimize deep learning algorithms considering constraints.
• Conduct experiments and report outcomes.
• Deploy and monitor machine learning solutions on various platforms.
• Follow best practices for documentation and reporting.

This role comes with the following benefits:

• Career advancing workplace.
• Access to diverse datasets.
• Opportunities for applied research.
• Training budget for skills development.
• Hybrid work schedule.
• Opportunity to patent or publish work.

This role requires you to have:

• Proficiency in ML and DL frameworks like scikit-learn, TensorFlow, and PyTorch.
• Strong written and verbal communication skills.
• Experience with Linux command line and scripting.
• Handling large datasets including image, NLP, and signal data.
• Experience with version control and DevOps tools such as GitLab, Docker.
• Python software development experience.

You would benefit from having:

• Skills in data preparation with databases like PostgreSQL and MySQL.
• Understanding of ML model validation methods.
• Familiarity with experimental design for data science.

The position requires the ability to obtain a Department of Defense Secret clearance. U.S. citizenship is necessary due to the work's nature. General Dynamics is committed to diversity and offers a flexible work environment.