Posted: 11-Aug-23

Location: pittsburgh, pa

Salary: Open

Categories:

Internal Number: 129977

The Faloutsos lab at Carnegie Mellon University is seeking a highly motivated candidate for a postdoctoral fellowship to do cutting edge research at the interface of complex time-evolving graphs, financial services, and machine learning. The fellow will focus on mapping the structure and dynamics of complex financial systems, extracting nontrivial patterns, detecting anomalous behaviors, and predicting outcomes.

Responsibilities:

• Develop machine learning and deep learning algorithms for classes of problems such as anomaly detection, and personalization
• Perform large scale data analytics and pattern mining on graphs
• Work with a hybrid environment composed of researchers, data scientists, and financial services experts
• Report findings in high impact peer-reviewed venue

About the appointment:

• The postdoctoral fellowship is a full time one year appointment, renewable up to two times for a total of three years. Renewal is contingent upon satisfactory performance. 

• A Ph.D. in an analytical and computational field such as Computer science, Physics, engineering or applied mathematics.
• Strong background in numerical computing and Machine Learning
• Documented experience and publications record in complex networks and/or machine learning
• Experience creating and working with Knowledge graphs is desirable

Carnegie Mellon University shall abide by the requirements of 41 CFR §§ 60-1.4(a), 60-300.5(a) and 60-741.5(a). These regulations prohibit discrimination against qualified individuals based on their status as protected veterans or individuals with disabilities, and prohibit discrimination against all individuals based on their race, color, religion, sex, or national origin. Moreover, these regulations require that covered prime contractors and subcontractors take affirmative action to employ and advance in employment individuals without regard to race, color, religion, sex, national origin, protected veteran status or disability.

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About Carnegie Mellon University
Carnegie Mellon (www.cmu.edu) is a private, internationally ranked research university with programs in areas ranging from science, technology and business, to public policy, the humanities and the arts. More than 12,000 students in the university’s seven schools and colleges benefit from a small student-to-faculty ratio and an education characterized by its focus on creating and implementing solutions for real problems, interdisciplinary collaboration and innovation. A global university, Carnegie Mellon’s main campus in the United States is in Pittsburgh, Pa. It has campuses in California’s Silicon Valley and Qatar, and programs in Africa, Asia, Australia, Europe and Mexico.
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