Post Doctoral Fellow in Machine Learning and Data Science

Emory University • Flowery Branch, GA

17h • Onsite

About The Position

The Emory Sports Performance And Research Center (SPARC) is seeking a highly motivated postdoctoral fellow to conduct research in advanced prediction and optimization modeling. An ideal candidate would use their foundational knowledge of various modeling methods to develop and apply cutting-edge machine learning and data analysis techniques for assessing and modifying injury risk and performance in professional sports based on a large array of multimodal data sources. As part of this fellowship, they will have the opportunity to engage with a community of world-renowned scientists in the field of machine learning, musculoskeletal modeling, and human physiology to further advance their skills and grow their network for future opportunities.

Requirements

• A doctoral degree or equivalent (Ph.D., M.D., ScD., D.V.M., DDS etc) in an appropriate field.
• Excellent scientific writing ability and strong oral communication skills.
• The ability to work effectively and collegially with colleagues.
• Additional qualifications as specified by the Principal Investigator.

Nice To Haves

• A Ph.D. in Computer Science, Data Science, Economics, Engineering, or related field
• Excellent scientific written and oral skills
• Experience in developing state-of-the-art optimization and prediction models
• Strong programming skills
• Experience in organizing and handling large, multimodal data sets
• Experience using AWS and other high performance computing platforms
• Experience using Databricks, Snowflake, and/or similar data analytics platforms
• Knowledge of human musculoskeletal anatomy
• Experience developing human pose estimation and biomechanics models
• Experience in musculoskeletal modeling/OpenSim and muscle optimization
• Interest in improving health and performance outcomes in collegiate and professional sports

Responsibilities

• Helps design and conduct research within a specified field while receiving advanced training from a designated Principal Investigator to enhance professional skills and research independence needed for pursuit of a career.
• The specific area of research in which the trainee is mentored is determined by the department and laboratory of the Postdoc.
• Designs and evaluates experiments.
• Develops new ideas that promote current research.
• Prepares and publishes scientific manuscripts under the direction of the Principal Investigator.
• May be responsible for operation of specific equipment.
• May teach techniques to others, train, and supervise research staff.

What This Job Offers

• Job Type: Full-time
• Career Level: Entry Level
• Education Level: Ph.D. or professional degree
• Number of Employees: 5,001-10,000 employees