Post Doctoral Fellow in Machine Learning and Data Science

Emory University

Posted 2 months ago

Full Time

Flowery Branch, Georgia

In Person

Smart Summary

Responsibilities

The postdoctoral fellow will design and conduct research in advanced prediction and optimization modeling to assess injury risk and performance in professional sports. They will also develop new research ideas, prepare scientific manuscripts, and train or supervise research staff under the direction of a Principal Investigator.

Qualifications

You have a doctoral degree (Ph.D., M.D., ScD., D.V.M., DDS etc) in an appropriate field, with a Ph.D. in Computer Science, Data Science, Economics, Engineering, or related field being preferred. You possess excellent scientific writing and oral communication skills, strong programming skills, and experience in developing state-of-the-art optimization and prediction models, along with experience organizing and handling large, multimodal data sets.

Must Have Skills for ATS

Machine Learning

Data Science

Optimization Modeling

Prediction Modeling

Computer Science

Data Analysis

Python

AWS

Databricks

Snowflake

Human Pose Estimation

Biomechanics

Musculoskeletal Modeling

OpenSim

Job Description

Discover Your Career at Emory University

Emory University is a leading research university that fosters excellence and attracts world-class talent to innovate today and prepare leaders for the future. We welcome candidates who can contribute to the excellence of our academic community.

Description

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.

JOB DESCRIPTION:

  • 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.
  • Positions are temporary appointments as a research trainee.
  • The initial appointment is for one year, renewal expected if progress is satisfactory and funds are available.
  •  Appointments cannot exceed five years.

MINIMUM QUALIFICATIONS:

  • 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.

PREFERRED MINIMUM QUALIFICATIONS:

  • 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

PREFERRED QUALIFICATIONS:

  • 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

NOTE: Position tasks are required to be performed in-person at an Emory University location; working remote is not an option. Emory reserves the right to change this status with notice to employee.

Additional Details

Emory is an equal opportunity employer, and qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability, protected veteran status or other characteristics protected by state or federal law. Emory University does not discriminate in admissions, educational programs, or employment, including recruitment, hiring, promotions, transfers, discipline, terminations, wage and salary administration, benefits, and training. Students, faculty, and staff are assured of participation in university programs and in the use of facilities without such discrimination. Emory University complies with Section 503 of the Rehabilitation Act of 1973, the Vietnam Era Veteran's Readjustment Assistance Act, and applicable executive orders, federal and state regulations regarding nondiscrimination, equal opportunity, and affirmative action (for protected veterans and individuals with disabilities). Inquiries regarding this policy should be directed to the Emory University Department of Equity and Civil Rights Compliance, 201 Dowman Drive, Administration Building, Atlanta, GA 30322. Telephone: 404-727-9867 (V) | 404-712-2049 (TDD). Emory University is committed to ensuring equal access and providing reasonable accommodations to qualified individuals with disabilities upon request. To request this document in an alternate format or to seek a reasonable accommodation, please contact the Department of Accessibility Services at accessibility@emory.edu or call 404-727-9877 (Voice) | 404-712-2049 (TDD). We kindly ask that requests be made at least seven business days in advance to allow adequate time for coordination.

Emory University

Welcome to the official LinkedIn page of Emory University's Economics Department. Located in Atlanta, GA, a thriving cosmopolitan city, we are a top-ranked university in the USA. Our nearly 40 tenured and tenure-track faculty specialize in Macroeconomics, Microeconomics, Health Economics, and Econometrics. We are dedicated to mentoring both graduate and undergraduate students. Stay informed and connected with news, updates, and developments from your alma mater.
Runway Icon
Boost Your Interview Chances

With Runway

See Your Fit for This Role

1-5 min

Your Score

?

Top Applicants

90%

Your Job Search Advantage

Key Gaps & Next Steps:

Address these in your resume & Interview

Top Strengths For This Role

Highlight these in your cover letter & interview

Your Interview Guide

A Personalized Interview Strategy

Freshest Opportunities

Never Miss a Good Fit

Get notified when jobs mach your criteria