Scalability

Frequently asked questions

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

  Scalability is a skill in the "General Experience & Skills" category. It currently appears in 593 active AI roles across 130 companies in our index.

• Which companies are hiring for Scalability?

  The top employers with active AI roles mentioning Scalability are: Amazon (79), Capital One (25), Adobe (25), OpenAI (23), NVIDIA (23).

• Is demand for Scalability growing?

  Over the last 12 weeks, 377 new AI postings mentioned Scalability. Demand is rising — up 78% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Scalability used?

  Roles requiring Scalability are concentrated in: agents (52%), serving infrastructure (21%), application (13%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Scalability?

  Job postings that mention Scalability most often also require: Machine Learning, System Design, Distributed Systems, Production ML Systems, Software Engineering.