hackforla / hackforla/data-science
CoP: Data Science: Skills Matrix
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Description
## Overview
We want to build a model that identifies skills related to data science roles.
## Action Items
- [ ] Start [Project Proposal template](https://docs.google.com/document/d/1TDU3J3sSuNCJNHIdyioY29jFOVmTjRIXvinN0LExSs0/edit?tab=t.0) for this project
- [ ] Identify open source dataset containing up-to-date job posts on Data Scientist and Analyst roles
- [ ] Build a model, possibly using an AI package, that identifies job skills listed in job posts.
- [ ] Return list of skills used in data-related roles and review with Community of Practice
- [ ] Integrate the model into a GitHub Actions to re-run on a quarterly basis
[Skills Matrix](https://docs.google.com/spreadsheets/d/1_sCd8Kc2Tlhe--8UJLkgyDoqyQw_eZxhie3QTOwTHrM/edit?pli=1&gid=1150112998#gid=1150112998)
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