# firmai/data-science-career

Career Resources for Data Science, Machine Learning, Big Data and Business Analytics Career Repository

Repository: https://github.com/firmai/data-science-career
Canonical: https://ross.abutalabs.com/products/data-science-career
License Family: other
Topics: data-science, analytics, career, machine-learning, resources, big-data, business-analytics, business-intelligence
Last push: 2024-08-16T18:41:45+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 2567, "days_push": 747, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1020, forks 148 (observed 2026-08-28T04:03:15.195640+00:00)

## What it is
A curated list of career resources for data science, machine learning, big data, and business analytics job seekers. It aggregates links to job platforms, company review sites, online courses, and data science competitions.

## Use cases
- find data science job boards and hiring platforms
- prepare for a machine learning career transition
- compare salaries and company reviews for analytics roles
- find online courses for machine learning and deep learning
- discover data science competitions to build a portfolio
- research the data science job market

## When to choose
- you are job hunting in data science or machine learning and want a curated starting point
- you want a single list of courses, competitions, and job platforms
- you are a student or career changer exploring analytics careers

## When to avoid
- you need software, code, or tools rather than links to external resources
- you want up-to-date job listings - the repo only links out to other sites
- you need a maintained curriculum with structured content rather than a link collection

## Facets
- artifact type: learning-resource
- maturity: maintenance
- function: documentation, developer-tools
- domain: data-science, machine-learning, education, analytics, big-data
- platform: cross-platform
- tags: awesome-list, career-resources, job-search, data-science-career, curated-links

## Member repositories
- firmai/data-science-career (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:15.195640+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T07:09:16.888372+00:00, confidence not recorded.
  - readme: https://github.com/firmai/data-science-career (fetched 2026-08-28T04:03:15.195640+00:00, sha 1d0b9781cf08)
- Data as of 2026-08-30T08:39:29.467469+00:00.