New AI postings mentioning Scalability per week — 377 total over 12 weeks.
593 active AI roles across 130 companies mention Scalability. Category: General Experience & Skills.
Scalability is a skill in the "General Experience & Skills" category. It currently appears in 593 active AI roles across 130 companies in our index.
The top employers with active AI roles mentioning Scalability are: Amazon (79), Capital One (25), Adobe (25), OpenAI (23), NVIDIA (23).
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.
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.
Job postings that mention Scalability most often also require: Machine Learning, System Design, Distributed Systems, Production ML Systems, Software Engineering.
38 AI roles requiring this skill.
| Company | Title | Sector | AI score | Stage |
|---|---|---|---|---|
| Hex | Software Engineer, AI Agent | Data AI | 7 | L4 |
| Databricks | Sr. Manager, Engineering - Model Serving | Data AI | 7 | L3 |
| Scale AI | Staff Infrastructure Software Engineer, Enterprise AI | Data AI | 7 | L4 |
| LangChain | FullStack Engineer, AI Observability & Evals Platform (LangSmith) | Data AI | 7 | L5 |
| Vectara | Senior/Staff Software Engineer - Pakistan | Data AI | 7 | L3 |
| Scale AI | Staff Software Engineer, Enterprise GenAI | Data AI | 7 | L4 |
| Databricks | Staff Backline Engineer - Data & AI | Data AI | 7 | L3 |
| Scale AI | Software Engineer, Enterprise AI | Data AI | 7 | L4 |