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.
10 AI roles requiring this skill.
| Company | Title | Sector | AI score | Stage |
|---|---|---|---|---|
| Target | Sr Engineering Manager - Advanced AI (Applied ML, LLMs, Deep Learning) | Retail | 8 | L4 |
| Walmart | Staff, Software Engineer | Retail | 8 | L4 |
| Walmart | Principal, Software Engineer – GenAI Initiative | Retail | 8 | L4 |
| Target | Sr Engineer - Target India | Retail | 7 | L4 |
| Walmart | DIRECTOR, SOFTWARE ENGINEERING | Retail | 7 | L4 |
| Walmart | Director, Software Engineering | Retail | 7 | L4 |
| Walmart | (USA) Distinguished, Software Engineer | Retail | 7 | L4 |
| Walmart | Staff, Software Engineer | Retail | 7 | L4 |
| Walmart | Staff, Software Engineer - Backend / ML | Retail | 7 | L3 |
| Target | Lead Operations Research Scientist | Retail | 7 | L3 |