Senior Machine Learning Research Scientist - Secure AI Lab
1 day ago
Pittsburgh
At the SEI AI Division, we conduct research in applied artificial intelligence and the engineering questions related to the practical design and implementation of AI technologies and systems. We currently lead a community-wide movement to mature the discipline of AI Engineering for Defense and National Security. As our government customers adopt AI and machine learning to provide leap-ahead mission capabilities, we * build real-world, mission-scale AI capabilities through solving practical engineering problems * discover and define the processes, practices, and tools to support operationalizing AI for robust, secure, scalable, and human-centered mission capabilities * prepare our customers to be ready for the unique challenges of adopting, deploying, using, andmaintainingAI capabilities * identifyand investigate emerging AI and AI-adjacent technologies that are rapidly transforming the technology landscape Are you creative, curious, energetic, collaborative, technology-focused, and hard-working? Are you interested in making a difference by bringing innovation to government organizations and beyond? Apply to join our team. Overview : As a Senior Machine Learning Research Scientist, you will specialize in conducting research into the vulnerabilities of AI and ML algorithms and securing against those vulnerabilities. The Secure AI Lab within the SEI's AI Division focuses on improving the security and robustness of AI systems. As part of the world-class research community at Carnegie Mellon University, the Secure AI Lab conducts and applies cutting-edge research to protect AI systems from adversaries who aim to manipulate the system to learn, do, or reveal something it isn't supposed to. The Secure AI Lab consists of machine learning research scientists, machine learning engineers, and software developers who work together to solve problems in the following areas: * Counter AI Research : Study threat models targeting AIandML algorithms,understand the behaviors of AI algorithms,identifyweak points, and design novel ways to subvert AIandML systems. * AI and ML Algorithm Defense Research: Createpractical mitigations and defenses forobservedattacksaffecting AIandML algorithmsand evaluate the effectiveness ofdefensivetechniques. * Applied Adversarial Machine Learning : Advance the state of the art inadversarialmachinelearningby developing and transitioning capabilities to government sponsors. Your day-to-day research tasks will include: * Identifying and i nvestigating emerging AI and AI-adjacent technologies. * Performing and p ublishing impactful original research in the field ofAIandML algorithm vulnerabilities and securing against those vulnerabilities. * Adapting and a pplying existing research in the field to solve real-world problems. * Transitioning and p roviding guidance onAI capabilities to government sponsors. Duties: * Hands-on research: You'llconduct and lead novel research in applied machine learning and artificial intelligence. * Solution development: You'llwork with and lead interdisciplinary teams to turn research results into prototype operational capabilities for government customers and stakeholders. * Strategy: You'llwork withthe leadership teamand colleagues to plan, develop, and carry out an overall research strategy, and to influence the national research agendaregardingfuture technology. * Collaboration: You'llactivelyparticipateon teams of software developers, researchers, designers, and technical leads.You'llbuild relationships and collaborate with researchers, government customers, and other stakeholders to understand challenges, needs,possible solutions, and research directions. * Mentoring: You'llcontribute to improving the overall technical capabilities of the Divisionby mentoring and teaching others,participatingin design (software and otherwise) sessions, and sharing insights and wisdom across the SEIAIDivision. Knowledge and Experience * Comprehensiveknowledge ofmachine learning;previousexperiencein adversarial machine learningpreferredbut notrequired * A track recordofconducting research and applying scientific methodsto solvedifficult problems * Experienceleadingresearchprojectsinnovelareaswith limitedpreviouswork to build upon * Abilityto work with leadership to plan, develop, anddeliveran overallresearchstrategy * Strong written and verbal communication skills;abilityto convey complex technical ideasinalayperson's terms * Proficiencyinwritingfunding proposalsorpitchingideas fornew researchprojects * Ampleexperience with publishingwritten or technicalartifactsshowcasingyour work * Strong collaboration skills forworkingwith colleagues and sponsors * Willingnesstoguide andmentorjunior team members Requirements * A bachelor's degree in computer science, statistics, machine learning, electrical engineering, or related discipline with ten (10) years of experience; OR MS in the same fields with eight (8) years of experience; OR PhD with five (5) years of experience * Willingness to work onsite at an SEI facility 5 days per week. * Be able to obtain andmaintainan active Department of War security clearance. * Willing to travel up to 25% of the time to locations outside of your home location. Travel sites include SEI offices in Pittsburgh and Washington, D.C., sponsor sites, and conferences. Joining the CMU team opens the door to an array of exceptional benefits. Benefits eligible () employees enjoy a wide array of benefits including comprehensive medical, prescription, dental, and vision insurance () as well as a generous retirement savings program () with employer contributions. Unlock your potential with tuition benefits () , take well-deserved breaks with ample paid time off () and observed holidays () , and rest easy with life and accidental death and disability insurance. Additional perks include a free Pittsburgh Regional Transit bus pass, access to our Family Concierge Team () to help navigate childcare needs, fitness center access () , and much more! For a comprehensive overview of the benefits available, explore our Benefits page () . At Carnegie Mellon, we value the whole package when extending offers of employment. Beyond credentials, we evaluate the role and responsibilities, your valuable work experience, and the knowledge gained through education and training. We appreciate your unique skills and the perspective you bring. Your journey with us is about more than just a job; it's about finding the perfect fit for your professional growth and personal aspirations. Are you interested in an exciting opportunity with an exceptional organization?! Apply today! Location Arlington, VA, Pittsburgh, PA Job Function Software/Applications Development/Engineering Position Type Staff - Regular Full Time/Part time Full time Pay Basis Salary More Information: * Please visit "Why Carnegie Mellon () " to learn more about becoming part of an institution inspiring innovations that change the world. * Click here () to view a listing of employee benefits * Carnegie Mellon University is an Equal Opportunity Employer/Disability/Veteran . * Statement of Assurance () Interested in a career with Carnegie Mellon University but not finding anything that currently aligns with your interests, background, or experience? Learn how to sign up for Job Alerts () through your candidate profile. If your heart is in your work, come work with us. Carnegie Mellon University isn't just one of the world's most renowned educational institutions - it's also a hotspot for some of the most talented doers, dreamers, and difference-makers on the planet. When you join our staff, you'll become an important part of our mission to create a healthier, safer, and more just life for all. No matter what your role or location, you'll connect and collaborate with dedicated, passionate colleagues - and you'll have the satisfaction of delivering work that truly matters. We cultivate a vibrant, welcoming environment where everyone is valued and encouraged to contribute and achieve. In addition to competitive benefits and a robust support network, you'll have access to many tools and resources to sharpen your abilities and professional skills, as well as opportunities to engage and share perspectives with a dynamic and inspiring community of uniquely talented staff, faculty, students, and alumni. The future is awaiting your expertise and intellect. Come join the architects of what's next. Apply now. Learn more about Student Employment () . Please see Faculty Careers. () For technical assistance, email HR Services () or call 412-268-4600. If you are an individual with a disability and you require assistance with the job application process, please email Equal Opportunity Services () or call 412-268-3930. Prospective Employee Disclosures ()