Carnegie Mellon University

Learning Engineer – Instrumentation and Analysis

Carnegie Mellon University

full-time

Posted on:

Location Type: Remote

Location: Remote • California, New York, Pennsylvania, Virginia, Washington • 🇺🇸 United States

Visit company website
AI Apply
Apply

Job Level

Mid-LevelSenior

Tech Stack

PythonSQL

About the role

  • Partner with engineering to design and implement event tracking across lessons, assessments, and practice activities.
  • Ensure logging schemas capture fine-grained data such as attempts, hints, time-on-task, and error patterns.
  • Audit and maintain data quality so insights are trustworthy and actionable.
  • Analyze learner/learning data, identifying opportunities for improvement in content and feature design, coordinating efforts to implement the changes and track their impact on student learning.
  • Apply learning science models (e.g., learning curves, item response theory, knowledge tracing) to track skill growth and predict mastery.
  • Identify where learners struggle and what drives retention, progression, and engagement.
  • Translate findings into recommendations for product, content, and instructional design improvements.
  • Collaborate with product managers and designers to shape existing and new features based on learning data.
  • Support A/B testing and experiments to measure the effectiveness of interventions.
  • Deliver clear, business-oriented reports and dashboards for stakeholders.

Requirements

  • Bachelor’s degree required, Master’s degree preferred
  • At least three (3) years of experience in Learning Sciences, Data Science, Computer Science, or related field
  • Experience analyzing learner or user interaction data in large-scale learning platforms (higher ed learning platforms is a plus)
  • Strong analytical and statistical skills (SQL, Python, R)
  • Experience with cognitive modeling, learning curves, or educational data mining
  • Experience working with event logging, data pipelines, or instrumentation frameworks
  • Familiarity with mathematics instruction at the higher education level is a plus
  • Knowledge of learning science research, best practices in pedagogy and andragogy, and research-based principles of multimedia design is a plus
  • A combination of education and relevant experience from which comparable knowledge is demonstrated may be considered
Benefits
  • comprehensive medical, prescription, dental, and vision insurance
  • generous retirement savings program with employer contributions
  • tuition benefits
  • ample paid time off
  • observed holidays
  • life and accidental death and disability insurance
  • free Pittsburgh Regional Transit bus pass
  • access to our Family Concierge Team to help navigate childcare needs
  • fitness center access
  • and much more!

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
SQLPythonRdata analysisevent trackingdata quality auditingcognitive modelingeducational data miningA/B testingdata pipelines
Soft skills
analytical skillscommunicationcollaborationproblem-solvingreportingstakeholder engagementrecommendation developmentorganizational skillsadaptabilitycritical thinking
Highmark Health

Associate Technical Engineer Intern

Highmark Health
EntryinternshipLouisiana, Maryland, North Carolina, Pennsylvania, Washington · 🇺🇸 United States
Posted: 8 hours agoSource: highmarkhealth.wd1.myworkdayjobs.com
AECOM

Environmental Engineer – PFAS Remediation Focused

AECOM
Mid · Seniorfull-time$90k–$130k / yearKentucky · 🇺🇸 United States
Posted: 9 hours agoSource: jobs.smartrecruiters.com
Avature

Commissioning Engineer

Avature
Mid · Seniorfull-time$95k–$115k / yearIllinois · 🇺🇸 United States
Posted: 9 hours agoSource: jobs.smartrecruiters.com
Go
ChargePoint

Principal Workday Engineer

ChargePoint
Leadfull-time🇺🇸 United States
Posted: 10 hours agoSource: boards.greenhouse.io