hackforla / hackforla/data-science

CoP: Data Science: Skills Matrix

Open
#214 3 comments 0 reactions 0 assignees View on GitHub
complexity: missing CoP: Data Science feature: missing milestone: missing project: missing role: missing size: missing
Dominant language
Jupyter Notebook
Stars
33
Forks
22
PR merge metrics
No merged PRs in 30d

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)

Contributor guide

Open the contributing guide

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.