Spark MLlib

Frequently asked questions

• What is Spark MLlib and how common is it in AI job postings?

  Spark MLlib is a skill in the "Frameworks & Tools" category. It currently appears in 147 active AI roles across 33 companies in our index.

• Which companies are hiring for Spark MLlib?

  The top employers with active AI roles mentioning Spark MLlib are: Amazon (77), Google (14), NVIDIA (12), Reddit (4), Walmart (3).

• Is demand for Spark MLlib growing?

  Over the last 12 weeks, 108 new AI postings mentioned Spark MLlib. Demand is rising — up 71% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Spark MLlib used?

  Roles requiring Spark MLlib are concentrated in: application (31%), agents (31%), serving infrastructure (20%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Spark MLlib?

  Job postings that mention Spark MLlib most often also require: Machine Learning, scikit-learn, TensorFlow, Distributed Systems, Spark.