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A largest global marketplace for teaching and learning online

Data Scientist - Assessment

$115k – $175k AngelList Est.
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ABOUT THE ROLE:As Udemy looks toward the future of online education, assessments lie at the heart of promoting learner progression and growth. Udemy is building a new group focused on skill assessment technologies. Toward this end, we are looking for a data scientist with strong statistical modeling skills, hands-on experience with empirical research methods in the social sciences, and a track record of shipping product features powered by machine learning.

ABOUT YOU:As a data scientist at Udemy, you’ll be partnering with product managers, designers, and engineers to build algorithmic and model-driven solutions to power adaptive skill assessments. Success in this role will require a combination of product intuition, applied research instincts, and the data science and coding chops to dive headfirst into development on production systems.

Here’s what you’ll be doing:

  • Collaborate with PMs, designers, and engineers to scope and build an adaptive skill assessment platform
  • Critically evaluate the state-of-the-art research literature in educational assessment
  • Develop production-grade data pipelines
  • Develop psychometric models for skill assessment through all phases including prototyping, productionization, and experimental evaluation
  • Conduct statistical analysis to assess the reliability and validity of skill assessments
  • Collaborate with content developers and instructional designers to develop and refine item writing and review processes
  • Build Udemy’s technical brand through talks, blog posts, and publications

We’re excited about you because you have:

  • 3+ years of hands-on industry experience in a data science-oriented role
  • Ability to communicate effectively with non-technical stakeholders
  • Strong knowledge of applied statistics, experimental design, and machine learning
  • Domain experience in educational assessment and psychometrics (e.g., Classical Test Theory (CTT), Item Response Theory (IRT), Computerized Adaptive Testing (CAT), equating and scaling)
  • Familiarity with standard software engineering practices (e.g., Scrum)
  • Proficiency with 1+ programming languages (e.g., R or Python)

Great if you have but not required:

  • 5+ years of relevant industry experience
  • Experience using big data technologies (e.g., Hadoop, Spark)
Location
California • San Francisco
Job type
Full-time
Visa sponsorship
Not Available

Udemy at a glance

A largest global marketplace for teaching and learning online

Udemy focuses on Digital Media, Education, and Marketplaces. Their company has offices in San Francisco, Denver, Gurgaon, Dublin, and São Paulo. They have a large team that's between 501-1000 employees. To date, Udemy has raised $223M of funding; their latest round was closed on February 2020 at a valuation of $2M.

You can view their website at http://www.udemy.com/ or find them on Twitter, Facebook, and LinkedIn.

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