Postdoctoral Research Associate - College of Engineering - Electrical and Computer Engineering

Carnegie Mellon University; Pittsburgh (Allegheny County); Vor Ort; USD 65.000 - 90.000; Vollzeit

Benefits dieser Stelle

Tuition benefits

Generous paid time off

Life and disability insurance

Transit pass

Zusammenfassung

Carnegie Mellon University in Pittsburgh invites applications for a Postdoctoral Associate / Fellow in the Department of Electrical and Computer Engineering. The role focuses on studying agentic marketplaces where autonomous AI agents negotiate, transact, and coordinate with users and businesses.

The successful candidate will develop theoretical and empirical methods, build simulation testbeds of LLM-based agents, and contribute to research on game-theoretic aspects, privacy, and security.

Qualifikationen

• PhD in computer science, economics, or a related field with strong background in ML, multi-agent systems, or algorithmic game theory.
• Proven ability to design and run theoretical and empirical studies.
• Experience with publication and dissemination of research findings.

Aufgaben

• Collect and analyze data through literature reviews and targeted experiments.
• Conduct research experiments within the department and university guidelines.
• Lab maintenance and equipment ordering as needed by area and specialty.
• Assist in manuscript writing for publication in scientific journals and presentations; contribute to grant proposals.
• Mentor and supervise graduate students as needed.

Kenntnisse

Machine learning

Multi-agent systems

Algorithmic game theory

Ausbildung

PhD in computer science or economics

Jobbeschreibung

Carnegie Mellon University is a private, global research university that stands among the world’s most renowned education institutions. With ground-breaking brain science, path-breaking performances, creative start-ups, big data, big ambitions, hands-on learning, and a whole lot of robots, CMU doesn’t imagine the future, we invent it. If you’re passionate about joining a community that challenges the curious to deliver work that matters, your journey starts here!The Department of Electrical and Computer Engineering ranks among the best in the country. Our research programs are at the forefront of the technologies that have changed the world we live in. Our interdisciplinary approach to education and research allows faculty and students across the university and beyond to collaborate on problems that have a significant impact on the world around us.The postdoctoral researcher will study agentic marketplaces, where autonomous AI agents negotiate, transact, and coordinate with one another and with people on behalf of users and businesses. They will develop theoretical and empirical methods to analyze how these agents interact, including emergent strategic behavior, collusion, information leakage, manipulation, and effects on market efficiency and fairness. This will involve building simulation testbeds of LLM-based agents, designing measurement and evaluation frameworks, and drawing on tools from game theory, mechanism design, privacy, and security. The postdoc will lead publications, release open-source code and datasets, and help mentor graduate students.Core Responsibilities:Collect and analyze data, including periodical/literature search and utilizing specialized skills in related field to analyze the collected data.Conduct research experiments within the predetermined research scope and methodology of department and university.Lab maintenance, including equipment maintenance and ordering of supplies may be required depending on area and specialty.Participate/assist in manuscript writing for publication in scientific journals and/or presentations. May also assist in grant writing.Other tasks as assigned.Flexibility, excellence, and passion are vital qualities within Carnegie Mellon University. Inclusion, collaboration and cultural sensitivity are valued competencies at CMU. Therefore, we are in search of a team member who is able to effectively interact with a varied population of internal and external partners at a high level of integrity. We are looking for someone who shares our values and who will support the mission of the university through their work.Qualifications:PhD in computer science, economics, or a related field, with a strong background in machine learning, multi-agent systems, or algorithmic game theory.A combination of education and relevant experience from which comparable knowledge is demonstrated may be considered.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!LocationPittsburgh, PAJob FunctionPre/Post-Doctoral Associates & FellowsPosition TypePostdoctoral Associate / Fellow (Fixed Term)Full Time/Part timeFull timePay BasisSalary