Job Description :
We are looking for a data scientist with an expertise in Learning Measurement to join the Advanced Computing and Data Science Lab. Our mission, as an R&D group, is to improve the value of Client products, services and processes with innovations in machine intelligence. The position provides the opportunity to engage in cutting-edge research on a cross-functional, AI-driven team to push the boundaries of what''s possible in education and have an impact on millions of learners around the globe.
In this role, you''ll have the opportunity to:
- Make pioneering educational inferences in non-traditional contexts using large amounts of data from diverse sources, including emerging content types and technology-based student interactions.
- Transform large, messy data into an ongoing source of actionable intelligence.
- Ideate, plan, and execute research, drawing upon the cognitive/learning sciences, psychometrics, and data science to advance the field of digital teaching and learning.
- Work collaboratively with team members and other stakeholders to build functional prototypes leading to new products and businesses.
Minimum Required Skills
Interest in human cognition, teaching, and learning.
Ph.D. in a quantitative field (or equivalent experience
Solid background in mathematics and statistics.
Experience with educational measurement, specializing in one or more of the following: Item Response Theory, Bayesian Networks, Cognitive Diagnostic Models, Multilevel Models, or Intelligent Tutoring Systems. Have the ability to apply those methods in new situations.
Strong coding skills in Python and/or R. Other languages a plus. - Experience using version control and other software development tools a plus.
Ability to communicate effectively with both technical and non-technical stakeholders, including research scientists, software engineers, and product managers.
A knack for creative problem solving and willingness to learn new technologies and skills.
Minimum Education Requirement:
Ph.D. in a quantitative field (or equivalent experience