SOC 2

Frequently asked questions

• What is SOC 2 and how common is it in AI job postings?

  SOC 2 is a skill in the "Security & Compliance" category. It currently appears in 36 active AI roles across 21 companies in our index.

• Which companies are hiring for SOC 2?

  The top employers with active AI roles mentioning SOC 2 are: NVIDIA (4), Google (4), AMD (4), Scale AI (3), SoFi (2).

• Is demand for SOC 2 growing?

  Over the last 10 weeks, 26 new AI postings mentioned SOC 2. Demand has been relatively stable over this period.

• At which stage of AI development is SOC 2 used?

  Roles requiring SOC 2 are concentrated in: agents (50%), serving infrastructure (39%), application (6%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with SOC 2?

  Job postings that mention SOC 2 most often also require: Computer Architecture, Python, Security Engineering, Machine Learning, Performance Optimization.