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Wayve Staff ML Performance Engineer Inference Optimisation – strong match: inference optimization, on-device efficiency, quantization align directly. Staff level correct.

Wayve Staff ML Engineer Gaia – Staff level world-model/generative ML; domain shift to AV but LLM/model experience partially transfers.

Wayve ADAS MLE – autonomous driving domain mismatch; general MLE but no LLM/inference/post-training overlap. Senior level plausible.