2 Predoctoral Scholar - Machine Learning Data Scientist Jobs in Chicago, IL
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Predoctoral Scholar - Machine Learning Data Scientist
$109k-137k (estimate)
Other | Colleges & Universities
5 Days Ago
University of Chicago is Hiring a Predoctoral Scholar - Machine Learning Data Scientist Near Chicago, IL
DepartmentHarris School Pre-Docs, Temps and Non-Student Research Assistants
About The DepartmentWhy Policy? For a better world. Why Harris Public Policy? Because when it comes to better policymaking, evidence matters. We work at the frontiers of data collection and analysis, using the latest technology and social science methods to design policies that work for society. We conduct rigorous inquiry in an environment of innovation and risk taking. We collaborate across the private, public, and nonprofit sectors, adopting new methodologies to drive better solutions. We engage with our city, our world, and our leaders every day to evaluate and test our ideas. And we lead with our passion for driving social change, knowing that passion alone does not equal impact.
Job SummaryThe Harris School of Public Policy seeks applicants for a one-year Research Professional position. The ideal candidate will have core interests in education research. The successful candidate will work under the supervision of Professor Anjali Adukia.
Responsibilities
Work Experience:Minimum requirements include knowledge and skills developed through < 2 years of work experience in a related job discipline.
Certifications:Preferred QualificationsEducation:
Job FamilyResearch
Role ImpactIndividual Contributor
FLSA StatusNon-Exempt
Pay FrequencyBiweekly
Scheduled Weekly Hours37.5
Benefits EligibleYes
Drug Test RequiredNo
Health Screen RequiredNo
Motor Vehicle Record Inquiry RequiredNo
Posting StatementThe 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.
About The DepartmentWhy Policy? For a better world. Why Harris Public Policy? Because when it comes to better policymaking, evidence matters. We work at the frontiers of data collection and analysis, using the latest technology and social science methods to design policies that work for society. We conduct rigorous inquiry in an environment of innovation and risk taking. We collaborate across the private, public, and nonprofit sectors, adopting new methodologies to drive better solutions. We engage with our city, our world, and our leaders every day to evaluate and test our ideas. And we lead with our passion for driving social change, knowing that passion alone does not equal impact.
Job SummaryThe Harris School of Public Policy seeks applicants for a one-year Research Professional position. The ideal candidate will have core interests in education research. The successful candidate will work under the supervision of Professor Anjali Adukia.
Responsibilities
- Collect, transform, and process raw and unstructured data into a usable data science format.
- Develop classification models using supervised and unsupervised machine learning/deep learning techniques for various research applications.
- Design and implement NLP algorithms and techniques for text preprocessing, feature extraction, sentiment analysis, semantic role labeling, and document classification.
- Visualize complex data for inclusion in manuscripts and presentations.
- Write documentation and using version control on GitHub, including communicating and documenting your process to other researchers on the project.
- Work collaboratively with a team of researchers.
- Assists in analyzing data for the purpose of extracting applicable information. Performs research projects that provide analysis for a number of programs and initiatives.
- May assist staff or faculty members with data manipulation, statistical applications, programming, analysis and modeling on a scheduled or ad-hoc basis.
- Performs other related work as needed.
Work Experience:Minimum requirements include knowledge and skills developed through < 2 years of work experience in a related job discipline.
Certifications:Preferred QualificationsEducation:
- Bachelor’s Degree in Economics, Statistics or related disciplines.
- Previous research experience.
- Proficiency in Stata; ability to use other statistical software packages (e.g., R, Python, or BASH).
- Significant coursework or experience in data analysis.
- Exceptional technical skills and a proven ability to creatively tackle difficult empirical problems.
- Proven ability to work effectively in small teams, demonstrating a strong desire to both learn from and mentor other team members.
- Excellent oral and written communication skills.
- High attention to detail and quality in data analysis and written material.
- Experience with or proficiency in R, Python, and Bash scripting.
- Experience with NLP techniques such as word and document embeddings.
- Experience using clustering and dimensionality reduction techniques such as K-means and PCA
- Experience implementing Neural Networks using Tensorflow, PyTorch, Scikit-Learn, OpenCV, deep learning, and other artificial intelligence techniques.
- Experience with image classification/recognition and tools to analyze illustrations in addition to photographs.
- Familiarity with Linux, UNIX, and High Performance Computing environment.
- Experiencing forming and testing hypotheses.
- Drive to learn new programming or data analysis techniques.
- Strong communication skills and the ability to break down complex technical problems.
- Significant knowledge of statistics and/or empirical economics research.
- Demonstrated ability to review and prioritize work independently and effectively.
- Demonstrated ability to be resourceful and creative in problem-solving.
- Predoctoral Scholar will be based out of Chicago, IL.
- Resume (required)
- Cover Letter (preferred)
- References (preferred)
Job FamilyResearch
Role ImpactIndividual Contributor
FLSA StatusNon-Exempt
Pay FrequencyBiweekly
Scheduled Weekly Hours37.5
Benefits EligibleYes
Drug Test RequiredNo
Health Screen RequiredNo
Motor Vehicle Record Inquiry RequiredNo
Posting StatementThe 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.
Job Summary
JOB TYPE
Other
INDUSTRY
Colleges & Universities
SALARY
$109k-137k (estimate)
POST DATE
06/23/2024
EXPIRATION DATE
07/21/2024
WEBSITE
uchicago.edu
HEADQUARTERS
CHICAGO, IL
SIZE
7,500 - 15,000
FOUNDED
1890
CEO
JOSHUA BECK
REVENUE
$1B - $3B
INDUSTRY
Colleges & Universities
Related Companies
About University of Chicago
One of the worlds great intellectual destinations, the University of Chicago empowers scholars and students to ask tough questions, cross disciplinary boundaries, and challenge conventional thinking to enrich human life around the globe. http://www.uchicago.edu/about/
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