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- First indexed: 2026-08-16. This is when Catalitium indexed the listing — not necessarily the employer posting date. Roles may close or change without notice.
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Job description
Work directly with engineers on system design, evaluation, and trade-offs-defining requirements, but shaping how the system works for global users. What You'll be Doing
Research and define end-to-end AI system requirements from capability to behavior to user impact
Translate model capabilities, data constraints, and evaluation results into clear product and system decisions
Make hard trade-offs across quality, latency, cost, reliability, and UX
Work closely with ML, backend, and mobile engineers on system design, evaluation, and iteration
Define and evolve evaluation frameworks across offline metrics, online experiments, and human feedback
Drive execution with clear specs, strong judgment, and disciplined prioritization
Ensure systems ship quickly, safely, and reliably, with strong feedback loops
Own product quality end-to-end - correctness, predictability, and user trust
What You Will Need
Technical foundation
Strong grounding in computer science fundamentals, including algorithms, data structures, and system design.
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