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Machine Learning Scientist

Association for Institutional Research

Essential Duties Lead the design and execution of applied research studies focused on enrollment, persistence, student success, educational innovation, and learning. Design rigorous quantitative studies that address institutional questions and generate actionable recommendations. Develop reproducible research workflows using R and modern analytical tools to ensure transparency, quality, and scalability such as R Markdowns and Git repositories. Conduct advanced statistical analyses, predictive modeling, causal inference, and program evaluation using appropriate research methodologies such as time series analysis, path analysis, and structural equation modeling, and cluster analysis (based on meaningful patterns of characteristics, behaviors, needs, and contexts). Conduct rigorous exploratory data analysis to uncover patterns, trends, relationships, anomalies, and emerging signals across complex datasets. Apply descriptive statistics, data visualization, segmentation, temporal and longitudinal exploration, and multivariate techniques to understand distributions and relationships, identify meaningful differences across populations and contexts, generate and refine hypotheses, assess data quality and analytic assumptions, and determine appropriate directions for subsequent statistical modeling, causal analysis, and program evaluation. Desire to understand and appreciate nuance in complex datasets is essential, learning the context is key for this role. Collaborate with analytics, product, and operational teams to integrate research findings into decision‑making, product development, and institutional improvement efforts. Translate complex analyses into clear, compelling reports, presentations, and visualizations for technical and non‑technical audiences using our templates and collaborating with our design staff to make our visuals come to life. Ensure research activities comply with IRB requirements, ethical standards, and university data governance policies. Mentor early career researchers and contribute to a collaborative culture of inquiry, experimentation, and continuous learning. Assume or coordinate other duties or projects as assigned or directed. NOTE: This is an in‑person, hybrid position. You must be able to reliably commute to Scottsdale AZ. Job Qualifications Minimum Qualifications: Bachelor's degree and five (5) years of experience appropriate to the area of assignment/field; OR, Any equivalent combination of experience and/or training from which comparable knowledge, skills and abilities have been achieved. Desired Qualifications: Master's or PhD in Learning Sciences, Education, Statistics, Economics, Data Science, Psychology, Organizational Research, Behavioral Sciences, or a related field. Five to eight years of experience conducting applied research in higher education with direct experience working with complex higher education datasets that move across time (academic years or semesters) and different dimensions of demographic make ups of our learner audiences and how these intersect. Experience designing and executing quantitative research studies that influence organizational decision‑making. Demonstrated strong expertise in quantitative methodologies, including generalized linear models, mixed‑effects models, causal inference, experimental and quasi‑experimental design, structural equation modeling, predictive analytics, and evaluation methods. Extensive experience developing reproducible research workflows using R and modern statistical packages. Demonstrated ability to integrate quantitative evidence with qualitative findings (collaborating with our Action Lab qualitative research team) into actionable co‑created comprehensive research products. Experience verbally communicating findings to non‑technical audiences. Experience writing clear communication of findings to non‑technical audiences. Evidence of familiarity with learning analytics, educational technologies, AI‑enabled research methods, or student success initiatives. NOTE: Please answer the following question in your cover letter: Do you have extensive, hands‑on experience using R for quantitative research? (Yes/No) - What types of analyses, data workflows, and research products have you developed using R? Institution Description ASU has developed a new model for the American research university, creating an institution committed to excellence, access and impact — the New American University. Nationally and internationally acclaimed, ASU ranks among the very best in nearly every critical measurement of student success, outcomes of groundbreaking research and impact in the communities it serves. ASU is among the top 1% of universities in the world, has been repeatedly ranked No. 1 in multiple categories and is currently ranked No. 2 in the U.S. for employability among public universities. ASU is home to a vibrant, thriving global network of alumni — leaders, doers, shapers and learners, and serves graduate and undergraduate students across four Phoenix Metropolitan area campuses, online and throughout the U.S., including locations in California, Hawai‘i and Washington, D.C. Follow our page for the latest stories and updates from ASU. ASU offers a total compensation package that includes valuable employee benefits. See the ASU Benefits website to explore options. Healthcare Financial Security Retirement Family Resources Tuition Reduction (Eligible ASU Employee, their dependents and spouse.) Discounts Application Due Date: 2026-09-04 Job Start Date: 2026-09-04 Salary: Dependent on qualifications and experience. City: Scottsdale State/Province/Region: AZ Reports To: Associate Director of Research Staff # Reporting to Position: 1 Reports In Office: Action Lab Search for openings in IR, effectiveness, assessment, planning, and related fields at higher education institutions in the U.S. and abroad. #J-18808-Ljbffr

Vacancy posted 5 days ago
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