Job Details
Job Title: Data Scientist
Location: UNG-Dahlonega, GA
Regular/Temporary: Regular
Full/Part Time: Full-Time
Job ID: 302030
About Us
Located in the fastest-growing region of the state, the University of North Georgia is a multi-campus university with an enrollment of over 20,000 students, making it one of the largest institutions in the University System of Georgia. UNG is focused on a mission of educational excellence, leadership development and community engagement opportunities that develop students into leaders for a diverse and global society. Through a variety of educational pathways that provide access and range from…
certificates and associate degrees to a professional doctoral program, UNG is responsive to regional education and economic development needs. Federally designated as a senior military college, one of the university's signature leadership programs is its 800-member Corps of Cadets on UNG's Dahlonega Campus.
Job Summary
The University of North Georgia is accepting applications for a Data Scientist. The Data Scientist supports the University of North Georgia's strategic priorities by applying advanced statistical analysis, predictive modeling, machine learning, and quantitative research to trusted enterprise data. Working within the UNG NEST, the position develops analytical models and predictive insights that improve strategic decision-making, operational excellence, institutional effectiveness, and student success. The Data Scientist collaborates across the university to solve complex analytical challenges while coordinating and mentoring Data Science interns participating in the Analytics & Innovation Incubator.
Please be advised that any offer of employment is contingent upon your eligibility to work in the United States. The university is aware of recent federal changes that may significantly increase the cost of filing H-1B visa petitions.
As a public institution, the university's ability to cover such costs is subject to budgetary constraints and state funding policies. Therefore, while we remain committed to supporting international faculty hires, we cannot guarantee payment of any newly imposed or increased visa-related fees.
If you have any questions regarding the visa policy, please contact Monica Arrendale at (706) 867-4470.
Responsibilities
- Advanced Analytics & Predictive Modeling - Develops statistical, predictive, and machine learning models that support enrollment management, student success, retention, graduation, workforce planning, finance, institutional effectiveness, and other strategic initiatives
- Forecasting & Quantitative Research - Designs and conducts forecasting studies, scenario analyses, and quantitative research using advanced analytical techniques such as regression, classification, clustering, survival analysis, time-series forecasting, optimization, and related methodologies to support strategic planning and executive decision-making.
- Exploratory Data Analysis & Methodology - Conducts exploratory data analysis to identify patterns, trends, anomalies, and opportunities across institutional data while developing, validating, documenting, and refining analytical methodologies, model assumptions, and research findings to ensure transparency and reproducibility.
- Institutional Collaboration & Consulting - Collaborates with university leadership, functional offices, Institutional Research, Information Technology, faculty collaborators, and members of Strategic Impact & Engagement to identify analytical opportunities, translate business questions into quantitative solutions, and communicate findings through reports, presentations, and executive briefings.
- Analytics & Innovation Incubator Leadership - Coordinates and mentors undergraduate and graduate Data Science interns participating in the Analytics & Innovation Incubator by assigning projects, reviewing analytical work, providing technical guidance, and fostering professional development.
- Innovation & Continuous Improvement - Researches, evaluates, and applies statistical methodologies, machine learning approaches, and artificial intelligence capabilities to strengthen the university's analytical capacity while supporting the continued evolution of the UNG NEST.
- Professional Development & Other Duties - Maintains current knowledge of developments in data science, higher education analytics, and institutional research through professional development activities and performs other duties as assigned.
Knowledge, Skills, & Abilities
- Advanced knowledge of statistical analysis, predictive modeling, supervised and unsupervised machine learning, and quantitative research methodologies.
- Proficiency using analytical programming languages such as Python or R and familiarity with SQL for data analysis.
- Strong understanding of forecasting, regression, classification, clustering, optimization, survival analysis, and related analytical techniques.
- Strong analytical reasoning, critical thinking, documentation, and problem-solving skills.
- Ability to communicate complex analytical findings clearly to technical and non-technical audiences through reports, presentations, and data visualizations.
- Ability to manage multiple analytical projects while collaborating effectively across multidisciplinary teams.
- Ability to mentor student researchers and foster professional development within the Analytics & Innovation Incubator.
Required Qualifications
- Master's degree from an accredited institution in Data Science, Statistics, Applied Mathematics, Computer Science, Economics, Industrial Engineering, Operations Research, Analytics, or a closely related quantitative discipline
- Minimum 2 years experience applying statistical analysis, predictive modeling, machine learning, and quantitative research techniques within higher education, government, healthcare, business, or a comparable analytical environment.
- Experience developing analytical models that support strategic decision-making using large, complex datasets.
- Experience using analytical programming languages such as Python or R and SQL for data analysis.
Preferred Qualifications
- Preferred: Doctoral degree in a related quantitative discipline.
- Preferred Qualifications Experience in higher education analytics or institutional research. Experience supporting enrollment management, student success, retention, graduation, finance, workforce planning, or institutional effectiveness initiatives. Experience with Microsoft SQL Server, Power BI, or similar enterprise analytics platforms. Experience mentoring interns, graduate assistants, or junior analysts. Experience applying machine learning and artificial intelligence to solve complex organizational problems. Knowledge of FERPA, data governance principles, and ethical use of institutional data.
Required Documents to Attach
- Resume
- Cover Letter
- Unofficial Transcripts
- Contact Information for Three Professional References
USG Core Values
The University System of Georgia is comprised of our 25 institutions of higher education and learning as well as the System Office. Our USG Statement of Core Values are Integrity, Excellence, Accountability, and Respect. These values serve as the foundation for all that we do as an organization, and each USG community member is responsible for demonstrating and upholding these standards. More details on the USG Statement of Core Values and Code of Conduct are available in USG Board Policy 8.2.18.1.2 and can be found on-line at https://www.usg.edu/policymanual/section8/C224/#p8.2.18_personnel_conduct.
Additionally, USG supports Freedom of Expression as stated in Board Policy 6.5 Freedom of Expression and Academic Freedom found on-line at https://www.usg.edu/policymanual/section6/C2653.
Institutional Values
The University of North Georgia, a regional multi-campus institution and premier senior military college, provides a culture of academic excellence in a student-focused environment that includes quality education, service, research, and creativity. This is accomplished through broad access to comprehensive academic and co-curricular programs that develop students into leaders for a diverse and global society. The University of North Georgia is a University System of Georgia leadership institution and is The Military College of Georgia. More details on the UNG Mission, Values, Vision, and Culture can be found at https://ung.edu/about/mission-vision-values.php
Conditions of Employment
Offers of employment are contingent upon completion of a background investigation including a criminal background check demonstrating your eligibility for employment with the University of North Georgia, as determined by University of North Georgia in its sole discretion, confirmation of the credentials and employment history reflected in your application materials and, if applicable, a satisfactory credit check. Applicants may be subject to a pre-employment drug test.
Equal Employment Opportunity
The University of North Georgia, a unit of the University System of Georgia, is an Affirmative Action/Equal Opportunity employer and does not discriminate on the basis of race, color, gender, sex or national origin, age, disability, religion, genetics or veteran status. Georgia is an open records state. Also, UNG is a federal contractor and desires priority referrals of protected veterans.
Other Information
- This is not a supervisory position.
- This position does not have any financial responsibilities.
- This position will not be required to drive.
- This role is considered a position of trust.
- This position does not require a purchasing card (P-Card).
- This position will not travel
- This position does not require security clearance.
Please note: the University of North Georgia career board updates daily, positions are subject to be removed without prior notice or before the posting expires.
Background Check
Position of Trust + Education
Organization
The University of North Georgia is a member of the University System of Georgia and holds designations as a state leadership institution and as The Military College of Georgia. With more than 18,000 students, the University of North Georgia is one of the state's largest public universities. The regional, multi-campus university offers more than 100 programs of study ranging from certificate and associate's degrees to professional doctoral programs.
The University of North Georgia's educational experience provides a solid foundation to help students become civic, professional and military leaders who serve communities locally and globally. UNG's student-focused environment includes quality education, service, inquiry, and creativity.
UNG is one of only six senior military colleges in the United States and its residential Army ROTC program consistently ranks among the best in the country. UNG competes in NCAA Division II in baseball, softball, golf, basketball, soccer, mixed rifle, and women's cross country.
The University of North Georgia has seven academic colleges and institutes: the College of Arts and Letters, the Mike Cottrell College of Business, the College of Science and Mathematics, the College of Education, the College of Health Professions, University College, and the Lewis F. Rogers Institute for Environmental and Spatial Analysis.
At the undergraduate level, UNG offers the Associate of Arts (A.A.) and the Associate of Science (A.S.) degrees and the Bachelor of Applied Science (BAS); Bachelor of Arts (BA); Bachelor of Science (BS); Bachelor of Business Administration (BBA); Bachelor of Fine Arts (BFA); and Bachelor of Science-Nursing (BSN).
Graduate degrees offered at UNG include: Doctor of Physical Therapy (DPT); Education Specialist in School Leadership (EDSSL); Master of Education (Med); Master of Arts in Teaching (MAT); Master of Arts in history (MA); Master of Arts in International Affairs (MAIA); Master of Science in clinical mental health counseling (MS); Master of Science in family nurse practitioner (MS); Master of Science in nursing education (MS); Master of Science in physical education (MS); Master of Science in criminal justice (MS); Master of Public Administration (MPA); Master of Business Administration (MBA); Master of Music (MM).
The University of North Georgia was formed through the consolidation of North Georgia College & State University and Gainesville State College, two of the top-performing schools in the University System of Georgia, in January 2013. Positioned in the fastest-growing region of the state, UNG comprises five campuses and online opportunities united by a single mission focused on academic excellence and academic and co-curricular programs that develop students into leaders for a diverse and global society.
UNG's campuses are located across the northeast Georgia region in Blue Ridge, Cumming, Dahlonega, Gainesville, and Oconee County. With easy access to metro Atlanta and Georgia's mountain and piedmont areas, the region features vibrant cultural and recreational opportunities, including Lake Lanier and the the Appalachian Trail.
The University of North Georgia is part of the University System of Georgia Complete College Georgia (CCG) initiative to improve the retention, progression, and graduation of students. Grounded in the successes and strengths of the past and inspired by the potential of the new University of North Georgia, UNG's Complete College Georgia plan seeks to advance educational attainment in the northern part of the state, contributing to the region's workforce and economic prosperity.
To obtain application information for the University of North Georgia, call the Admissions Office at 706-864-1800, or for a closer look at the university, visit www.ung.edu.
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