LightGBM jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-17, LightGBM appears in 173 job postings indexed by Skillenai over the past 90 days — most often required for Data Scientist roles, with demand down 14% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-17
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Frequently asked questions about LightGBM
+Is LightGBM in demand in 2026?
Yes. LightGBM appears in 173 job postings indexed by Skillenai over the 90 days ending 2026-09-17, with demand down 14% vs the prior 4 weeks. It is most often required for Data Scientist roles (40% of Data Scientist postings list it).
+What jobs require LightGBM?
According to the Skillenai jobs index over the 90 days ending 2026-09-17, the job titles most likely to require LightGBM are Data Scientist (40% of postings list LightGBM), Machine Learning Engineer (25% of postings list LightGBM), Machine Learning Scientist (5% of postings list LightGBM).
+What skills are commonly paired with LightGBM?
Across job postings indexed by Skillenai (90 days ending 2026-09-17), LightGBM most often appears alongside XGBoost, Python, scikit-learn, SQL, PyTorch.
+Where is LightGBM most in demand?
As of 2026-09-17, the metro areas posting the most jobs requiring LightGBM are Amsterdam, San Francisco, Berlin, Hyderabad, Bengaluru, according to the Skillenai jobs index.
+How can I keep up with new LightGBM content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning LightGBM alongside the jobs index. You can subscribe to a daily email digest of new LightGBM content from your Skillenai account.
Weekly job postings requiring LightGBM — last 90 days
Job titles most likely to require LightGBM
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Scientist | 70 | 40.5% |
| Machine Learning Engineer | 43 | 24.9% |
| Machine Learning Scientist | 9 | 5.2% |
| ML Engineer | 8 | 4.6% |
| Applied Data Scientist | 3 | 1.7% |
| Research Data Scientist | 3 | 1.7% |
| AI Engineer | 2 | 1.2% |
| AI/ML Engineer | 2 | 1.2% |
| Applied Scientist | 2 | 1.2% |
| Credit Policy Analyst | 2 | 1.2% |
Top metros hiring for LightGBM
| Name | Postings | Share |
|---|---|---|
| Amsterdam | 15 | 8.7% |
| San Francisco | 6 | 3.5% |
| Berlin | 5 | 2.9% |
| Hyderabad | 4 | 2.3% |
| Bengaluru | 3 | 1.7% |
| Mountain View | 3 | 1.7% |
| Seattle | 3 | 1.7% |
| Singapore | 3 | 1.7% |
| Barcelona | 2 | 1.2% |
Skills commonly paired with LightGBM
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-17. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Pages refresh weekly (or daily for the top-50 most-requested skills).
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- d56f157b43288f38
- data_as_of
- 2026-09-17
- window_days
- 90
The demand, skills, and geo numbers on this page come from the same Skillenai labor market index that powers our API. Use it for compensation benchmarking, hiring-competition analysis, and skill-adoption tracking.
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