MLOps

MLflow

Open source platform for the ML lifecycle

Website

mlflow/mlflow

27.3k

GitHub stars

+2.1% over tracked period

392

Active job listings

Listings mentioning "MLflow"

—

PyPI downloads/month

Collecting data

6.1k

GitHub forks

Contributor and adoption proxy

Skills that appear with MLflow

Most commonly listed alongside MLflow in active job postings — worth pairing together.

Python1.06%

Machine Learning1.04%

AWS0.76%

LLMs / GenAI0.71%

Azure0.71%

PyTorch0.61%

Deep Learning0.56%

TensorFlow0.53%

Spark0.51%

GCP0.48%

Stakeholder Mgmt0.43%

Fine-tuning0.41%

% = share of MLflow job listings that also mention this skill

Is MLflow worth learning in 2026?

MLflow currently appears in 392 active job listings across the roles we track — a direct signal of employer demand.

The GitHub repository has 27.3k stars, growing 2.1% over the tracked period. High star counts combined with job demand are the strongest signal when evaluating a tool to invest in.

In job listings, MLflow most frequently appears alongside Python, Machine Learning, AWS. Pairing these skills strengthens your profile significantly.

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GitHub data via GitHub REST API · Downloads via pypistats.org · Job data from active listings · Updated weekly