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Market-facing career skills worth tracking now.

retrieval

Designs, implements, and evaluates systems and pipelines that locate and return relevant items from a dataset or corpus in response to a query or signal. This includes building indexes and retrieval models (e.g., inverted indexes, vector search), ranking and relevance-scoring methods, and measuring performance with metrics such as recall and precision.

Trending
Score3.28
Career
Value$218K/year

verification planning

Designs and implements verification plans, methodologies, and tooling that demonstrate a system or design meets its functional and safety requirements, including creation of coverage-driven test strategies, constrained‑random and directed testbenches, assertion libraries, coverage metrics, and verification automation. Applies and integrates formal verification techniques (model checking, equivalence checking, formal assertions), performs coverage analysis, and builds verification frameworks, scripts, and processes to execute, measure, and close verification at design and system levels.

Trending
Score3.11
Career
Value$190K/year

design auditability frameworks

Designs, builds, and evaluates auditability frameworks, controls, and trail systems that produce immutable, machine-readable audit trails and automated audit pipelines to collect, preserve, and deliver audit evidence. Engineers practices and tooling for access auditing, sample/prompt auditing, meta-quality auditing, and other automated auditing tasks so records are reproducible, verifiable, and usable for compliance, investigation, or quality assurance.

Trending
Score3.03
Career
Value$194K/year

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