Staff Data Scientist
Hyde Park Campus, United States
Full Time Senior-level / Expert USD 101K - 129K
University of Chicago
One of the world’s leading research universities, the University of Chicago inspires scholars to pursue field-defining research, while providing a transformative education for students.Department
PSD Data Science Staff
About the Department
Job Summary
Responsibilities
Work with nonprofit and social impact partners to design and execute data science projects for social good across multiple verticals including climate, energy, food, agriculture, and human rights.
Write high quality code (Python) using modern dev ops tools (docker, etc.).
Conduct workshops and trainings to build 11th Hour Project program staff and grantee data capacity.
Review and evaluate potential joint 11th Hour-UChicago DSI projects for technical merit and feasibility.
Develop open source data science resources to support the data literacy and capacity for environmental nonprofits and companies to use.
Conduct an independent research program in their area of expertise; disseminate and publish these results.
Engage with other research initiatives at the UChicago DSI including establishing external collaborations across multiple disciplines.
Support the ongoing education, training and consulting programs at the UChicago DSI.
Mentor and support graduate and undergraduate students in the UChicago Data Science Clinic.
Support grant writing activities to support ongoing initiatives in data science.
Contribute to the life of the UChicago DSI environment through service and participation in UChicago DSI activities, including public lectures, blog posts, contributing to open source technologies, etc.
Develop materials communicating significant results, best practices and case studies with specific technologies, and documentation for significant software.
Demonstrate a deep understanding of methods to analyze complex data sets for the purpose of extracting and purposefully using applicable information. Develop and maintain infrastructure that connects data sets.
Design and evaluate statistical models and reproducible data processing pipelines using expertise of best practices in machine learning and statistical inference. Provide expertise for high level or complex data-related requests and engage other IT resources as needed. Partner with other campus teams to assist faculty with data science related needs.
Guides staff or faculty members in defining the project and applies principals of data science in manipulation, statistical applications, programming, analysis and modeling.
Perform other related work as needed.
Minimum Qualifications
Education:
Minimum requirements include a college or university degree in related field.
Work Experience:
Certifications:
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Preferred Qualifications
Education:
Graduate degree in statistics, data science, machine learning, mathematics, computer science, or related computational field, or equivalent work experience.
Experience:
At least seven (7) years of professional experience in advanced statistical modeling and machine learning.
At least seven (7) years of professional experience writing code in Python.
Experience with advanced statistical modeling and machine learning strongly preferred.
Experience working with stakeholders to understand their goals and identify tractable solutions strongly preferred.
Experience communicating results through writing, data visualizations, and presentations strongly preferred.
Experience building data science projects from the ground up, working with stakeholders to understand their goals and identify tractable solutions.
Experience communicating results through writing, data visualizations, and presentations.
Knowledge of software development best practices and commonly used tools (Docker, cloud computing platforms, version control, etc.).
Hands-on experience with deep learning models (e.g. CNN, RNN, transformer, GNN, GAN), especially for image analysis or generative language models (NLP).
Experience participating in open source software development and significant contributions to open source projects are also highly valued in this role.
Application Documents
Resume (required)
Cover Letter (preferred)
When applying, the document(s) MUST be uploaded via the My Experience page, in the section titled Application Documents of the application.
Job Family
Role Impact
Scheduled Weekly Hours
Drug Test Required
Health Screen Required
Motor Vehicle Record Inquiry Required
Pay Rate Type
FLSA Status
Pay Range
The included pay rate or range represents the University’s good faith estimate of the possible compensation offer for this role at the time of posting.
Benefits Eligible
The University of Chicago offers a wide range of benefits programs and resources for eligible employees, including health, retirement, and paid time off. Information about the benefit offerings can be found in the Benefits Guidebook.
Posting Statement
The University of Chicago is an Affirmative Action/Equal Opportunity/Disabled/Veterans and does not discriminate on the basis of race, color, religion, sex, sexual orientation, gender, gender identity, national or ethnic origin, age, status as an individual with a disability, military or veteran status, genetic information, or other protected classes under the law. For additional information please see the University's Notice of Nondiscrimination.
Staff Job seekers in need of a reasonable accommodation to complete the application process should call 773-702-5800 or submit a request via Applicant Inquiry Form.
We seek a diverse pool of applicants who wish to join an academic community that places the highest value on rigorous inquiry and encourages a diversity of perspectives, experiences, groups of individuals, and ideas to inform and stimulate intellectual challenge, engagement, and exchange.
All offers of employment are contingent upon a background check that includes a review of conviction history. A conviction does not automatically preclude University employment. Rather, the University considers conviction information on a case-by-case basis and assesses the nature of the offense, the circumstances surrounding it, the proximity in time of the conviction, and its relevance to the position.
The University of Chicago's Annual Security & Fire Safety Report (Report) provides information about University offices and programs that provide safety support, crime and fire statistics, emergency response and communications plans, and other policies and information. The Report can be accessed online at: http://securityreport.uchicago.edu. Paper copies of the Report are available, upon request, from the University of Chicago Police Department, 850 E. 61st Street, Chicago, IL 60637.
Tags: Computer Science Consulting Deep Learning Docker Machine Learning Mathematics NLP Nonprofit Open Source Pipelines Python Research RNN Security Statistical modeling Statistics
Perks/benefits: Career development Health care
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