# Career maps

**URL:** https://stemaway.com/c/career-maps-support/career-maps/553.md

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## [AIVIA Career Map: Frontier AI Engineering](https://stemaway.com/t/aivia-career-map-frontier-ai-engineering/17162)

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**Author:** [@stemaway](https://stemaway.com/u/stemaway)\
**Replies:** 0\
**Last updated:** [June 7, 2026, 10:54pm UTC](https://stemaway.com/t/aivia-career-map-frontier-ai-engineering/17162 "2026-06-07T22:54:16Z")

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AIVIA Career Map: Frontier AI Engineering Frontier AI engineering spans model serving, inference infrastructure, post-training, human data, safety evaluation, applied AI deployment, agents, tools, multimodal product sys…

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## [AIVIA Career Map: AI Search & Retrieval Engineering](https://stemaway.com/t/aivia-career-map-ai-search-retrieval-engineering/17163)

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**Author:** [@stemaway](https://stemaway.com/u/stemaway)\
**Replies:** 0\
**Last updated:** [June 5, 2026, 7:00am UTC](https://stemaway.com/t/aivia-career-map-ai-search-retrieval-engineering/17163 "2026-06-05T07:00:00Z")

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AIVIA Career Map: AI Search & Retrieval Engineering AI search and retrieval engineering spans relevance, ranking, semantic search, vector databases, RAG systems, indexing, crawling, recommendations, personalization, eva…

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## [About the Career maps category](https://stemaway.com/t/about-the-career-maps-category/17159)

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**Author:** [@stemaway](https://stemaway.com/u/stemaway)\
**Replies:** 0\
**Last updated:** [June 6, 2026, 8:27pm UTC](https://stemaway.com/t/about-the-career-maps-category/17159 "2026-06-06T20:27:14Z")

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How AIVIA evaluations map to real technical roles: role families, the components behind them, and example openings. Find where you fit in AI, and prove it. Every AI field is really many different roles, each built …

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## [AIVIA Career Map: Healthcare & Biomedical AI](https://stemaway.com/t/aivia-career-map-healthcare-biomedical-ai/17181)

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**Author:** [@stemaway](https://stemaway.com/u/stemaway)\
**Replies:** 0\
**Last updated:** [June 8, 2026, 7:00am UTC](https://stemaway.com/t/aivia-career-map-healthcare-biomedical-ai/17181 "2026-06-08T07:00:00Z")

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AIVIA Career Map: Healthcare & Biomedical AI Healthcare and biomedical AI spans computational biology, bioinformatics, genomics, drug discovery, molecular design, biomedical machine learning, diagnostics, scientific sof…

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## [AIVIA Career Map: Autonomous Driving](https://stemaway.com/t/aivia-career-map-autonomous-driving/17161)

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**Author:** [@stemaway](https://stemaway.com/u/stemaway)\
**Replies:** 0\
**Last updated:** [June 9, 2026, 7:00am UTC](https://stemaway.com/t/aivia-career-map-autonomous-driving/17161 "2026-06-09T07:00:00Z")

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AIVIA Career Map: Autonomous Driving Engineering Autonomous driving spans perception, planning, onboard compute, data infrastructure, simulation, and safety assurance. This map lays out those surfaces: what each involve…

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## [AIVIA Career Map: Financial Services Engineering](https://stemaway.com/t/aivia-career-map-financial-services-engineering/17168)

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**Author:** [@stemaway](https://stemaway.com/u/stemaway)\
**Replies:** 0\
**Last updated:** [June 9, 2026, 5:56pm UTC](https://stemaway.com/t/aivia-career-map-financial-services-engineering/17168 "2026-06-09T17:56:36Z")

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AIVIA Career Map: Financial Services Engineering Financial services engineering spans payments and ledgers, fraud and financial-crime systems, trading and market data, core banking and mainframe modernization, customer …