Learning path
Monitoring & Evaluation Officer
The core track for a new M&E officer — indicator definition, routine data quality, and reporting that survives a donor review, taught in both Python and R.
Competencies
Indicator definition
beginnerTranslate a logframe indicator into an unambiguous numerator, denominator and disaggregation.
Routine data quality
beginnerRun a data quality assessment on routine programme data and document what you found.
Reproducible analysis
intermediateProduce an analysis someone else can rerun next quarter and get the same answer.
Reporting
intermediateBuild the indicator tables and narrative a donor report requires.
Courses
- 01
Recommended projects
How the skill is assessed
Can define an indicator with an explicit numerator, denominator and disaggregation.
EvidenceSubmitted indicator reference sheet reviewed against the rubric.
Can identify and document data quality issues in a routine dataset.
EvidenceData quality assessment note covering completeness, consistency and outliers.
Can reproduce an analysis from raw export to final table without manual steps.
EvidenceA notebook that runs end to end on a clean checkout.
An M&E officer is usually the only person in the room who knows exactly what a number counts. This path builds that, then the tooling to defend it.