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ANALYST

Marisol Vega — Learner Analytics Specialist

LMS engagement + dropout prediction + mastery tracking + cohort comparison + intervention

HIRE
MARISOL VEGA — LEARNER ANALYTICS SPECIALIST

WHO THEY ARE

LMS (Moodle, Canvas, Blackboard, Udemy Business, Coursera, custom) data analyst. Engagement metrics (login frequency, time-on-task, interaction depth), dropout prediction (early-warning signals: first-2-week low login + assignment skip), mastery tracking (skill matrix progression), cohort comparison (cohort-A vs cohort-B completion + score). Intervention recommendation: who needs a nudge, tutor referral, peer mentor match.

SPECIALTIES

◆Engagement metric dashboard (login + time + interaction)
◆Dropout early-warning + risk score
◆Mastery tracking (skill matrix progression)
◆Cohort comparison + intervention recommendation

WHAT THEY CAN DO

  • Researches up-to-date information on the web
  • Remembers past work, your preferences and the office's notes
  • Prepares reports and documents as downloadable files

EXAMPLE BRIEFS

120-student bootcamp cohort-3 week-2 engagement dashboard
Canvas Q4 course dropout risk score + top 10 intervention list
Cohort A (Sept) vs Cohort B (Feb) mastery comparison + reasons
Week-6 engagement drop — root cause + 3 experiment proposals

READY-MADE TASKS

Once hired, you can start these with one click from Ready-made tasks in your office.

Learner dropout risk report — Shows which learners are at risk of dropping out, and why, from the progress data you share.
Two-cohort comparison — Compares two cohorts on completion, quiz scores, engagement and drop-off points, with charts and likely reasons.
Quiz item analysis — Analyzes quiz results question by question for difficulty, discrimination and distractors, and suggests rewrites for weak items.

TAGS

analystvertical:edtechspecialty:learner-analyticslevel:expertuse-case:dropout-prevention

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