Senior Machine Learning Research Scientist - Secure AI Lab
About The Position
The Senior Machine Learning Research Scientist will conduct research into vulnerabilities in AI and machine learning algorithms and develop ways to secure systems against those vulnerabilities. The role is part of the Secure AI Lab in the SEI AI Division, which works to improve the security and robustness of AI systems through research and practical applications for government sponsors. The position focuses on counter-AI research, research into defenses for AI and machine learning algorithms, and applied adversarial machine learning. The scientist will conduct and lead original research, adapt existing research to real-world challenges, and help transition research into prototype operational capabilities for government customers. The role also contributes to research strategy and the national research agenda, collaborates with interdisciplinary teams and stakeholders, and mentors colleagues. The position is based at an SEI facility in Arlington, Virginia, or Pittsburgh, Pennsylvania. Onsite work is required five days per week. Travel of up to 25% is expected, including travel to SEI offices, sponsor sites, and conferences.
Requirements
- A bachelor's degree in computer science, statistics, machine learning, electrical engineering, or a related discipline and 10 years of experience; or a master's degree in one of those fields and 8 years of experience; or a Ph.D. and 5 years of experience.
- Comprehensive knowledge of machine learning.
- Track record of conducting research and applying scientific methods to solve difficult problems.
- Experience leading research projects in novel areas with limited previous work to build upon.
- Ability to work with leadership to plan, develop, and deliver an overall research strategy.
- Strong written and verbal communication skills, including the ability to explain complex technical ideas in layperson's terms.
- Proficiency in writing funding proposals or pitching ideas for new research projects.
- Substantial experience publishing written or technical artifacts showcasing one's work.
- Strong collaboration skills for working with colleagues and sponsors.
- Willingness to guide and mentor junior team members.
- Willingness to work onsite at an SEI facility five days per week.
- Ability to obtain and maintain an active Department of War security clearance.
- Willingness to travel up to 25% of the time.
Nice To Haves
- Previous experience in adversarial machine learning.
Responsibilities
- Conduct and lead novel research in applied machine learning and artificial intelligence, including research into algorithm vulnerabilities and defenses.
- Identify and investigate emerging AI and AI-adjacent technologies.
- Publish impactful original research and adapt existing research to solve real-world problems.
- Work with interdisciplinary teams to turn research results into prototype operational capabilities for government customers and stakeholders.
- Transition AI capabilities to government sponsors and provide guidance on them.
- Work with leadership and colleagues to plan, develop, and carry out research strategy, and influence the national research agenda regarding future technology.
- Collaborate with software developers, researchers, designers, technical leads, government customers, and other stakeholders to understand challenges, needs, solutions, and research directions.
- Mentor and teach others, participate in design sessions, and share expertise across the SEI AI Division.
Benefits
- Employee benefits are referenced, but specific benefits are not listed in the job description.
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What This Job Offers
Job Type
Full-time
Career Level
Senior
Education Level
Ph.D. or professional degree
