Jobs and Careers
USA LA Home Office (LAHOME), United States, United Statesfull_timeVerifiedPosted 27 Feb 2025
💰 $144,325/yr($110,614/yr$144,325/yr)

About the role

Type of Requisition:

Regular

Clearance Level Must Currently Possess:

None

Clearance Level Must Be Able to Obtain:

Top Secret/SCI

Public Trust/Other Required:

None

Job Family:

Artificial Intelligence

Job Qualifications:

Skills:

Artificial Intelligence (AI), Feature Engineering, Machine Learning

Certifications:

None

Experience:

5 + years of related experience

US Citizenship Required:

Yes

Job Description:

Seize your opportunity to make a personal impact as an Artificial Intelligence and Machine Learning (AI/ML) Engineer Senior supporting the U.S. Special Operations community. GDIT is your place to make meaningful contributions to challenging projects and grow a rewarding career.

At GDIT, people are our differentiator. As an AI/ML Engineer Senior, you will help ensure today is safe and tomorrow is smarter. Our work depends on an AI/ML Engineer Senior joining our team to develop machine learning models that analyze datasets of code packages to identify potential threat vectors, with the goal of generating effective risk assessments. You will collaborate with cross-functional teams, including data scientists, developers, and product owners, to refine analytical processes and ensure the delivery of robust security solutions.

HOW AN AI/ML ENGINEER SENIOR WILL MAKE AN IMPACT

  • Enable accurate identification of potential threats based on historical data analysis, which directly impacts the effectiveness of customer tools.
  • Develop machine learning models to analyze open-source software packages and detect malicious intent based on various threat vectors.
  • Integrate these risk assessment and scoring models into the overall system, ensuring seamless interaction with existing tools and workflows.
  • Work closely with data scientists and data engineers to understand data analysis and feature engineering efforts, translating insights into actionable models.
  • Engage in problem-solving discussions with team members, contributing your expertise to resolve challenges in feature engineering and model effectiveness. Deploy models into production environments, ensuring they are scalable and performant in real-world applications.
  • You will play a pivotal role in enhancing our ability to detect and mitigate threats in open-source software packages, ultimately helping to safeguard USSOCOMs software ecosystem.

 

WHAT YOULL NEED TO SUCCEED:

  • Bachelors degree in Computer Science, Data Science, or a related field and 5+ years of experience or equivalent years of experience.
  • Experience in machine learning model development and deployment
  • Proficiency in Python for machine learning
  • Familiarity with FastAPI and ML-to-JS connectors
  • Strong problem-solving skills to address novel challenges in threat detection
  • Excellent communication skills to explain complex models to both technical and non-technical stakeholders
  • Ability to work collaboratively within a dynamic team environment
  • US Citizenship is required

NICE TO HAVE:

  • Experience with specific machine learning frameworks (e.g., TensorFlow, PyTorch).
  • Experience with integrating models into JavaScript-based applications is highly preferred
  • Knowledge of cloud-based ML solutions and deployment strategies.
  • Familiarity with security analytics or threat detection in open-source software ecosystems would be relevant and immediately applicable.

 

GDIT IS YOUR PLACE:

  • Full-flex work week to own your priorities at work and at home
  • 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 certification

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Company

General Dynamics Information Technology

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