





Metro backend role but specialized FastAPI requirement limits applicant pool, causing moderate competition.
Highly specialized FastAPI, Pydantic, Redis and system design requirements reduce cross-industry portability.
High due to mandatory 8+ years overall and 4+ years FastAPI plus specific tech mandates.
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Design, develop, and operate high-performance RESTful backend APIs using FastAPI with a focus on clean, validated schemas via Pydantic.
Architect scalable, fault-tolerant backend systems optimizing for performance, reliability, and maintainability, including multi-layer caching with Redis and in-memory caches.
Drive end-to-end service ownership including deployment, monitoring, and participate in system design discussions and architecture reviews across teams.
8+ years of overall experience building and operating backend APIs in production environments.
At least 4 years of deep, hands-on production experience specifically with FastAPI.
Strong mandatory skills in FastAPI, Pydantic, and Redis caching strategies.
Work Experience Required: 8+ years (explicitly stated).
Experienced in owning backend services end-to-end including design, deployment, and monitoring with a technical leadership mindset (mentoring and design discussions).
Highly skilled in asynchronous Python frameworks and libraries (FastAPI, HTTPX) with strong command over authentication flows using JWT and OAuth2.
Expertise in system design to build scalable, secure, and maintainable distributed backend systems incorporating caching, message queues, and standardized error handling.