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Senior Backend Engineer, Data Enrichment Platform

wayve • United Kingdom
Visa Sponsorship Relocation
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Develop and operate backend services, APIs, and data‑processing workflows for Wayve's Data Enrichment Platform. Enable large‑scale inference, automated evaluation, and model monitoring across petabyte‑scale driving data. Require strong production Python experience and expertise in building distributed, high‑reliability systems.

Key Highlights
Design and maintain scalable backend services for AI‑driven autonomous driving data pipelines.
Collaborate across model engineering, AI Platform, and infrastructure teams to deliver reusable capabilities.
Diagnose and resolve performance, reliability, and cost challenges in petabyte‑scale GPU workloads.
Key Responsibilities
Design, build, and operate backend services, APIs, and data‑processing workflows for the Data Enrichment Platform.
Develop model‑execution workflows, versioned outputs, annotation capabilities, and dataset‑catalogue features.
Improve scalability and reliability of large‑scale inference, automated evaluation, and model monitoring systems.
Investigate and resolve reliability, performance, and cost issues across petabyte‑scale data and GPU‑backed workloads.
Contribute to designs covering data locality, scheduling, capacity, backpressure, failure recovery, and observability.
Collaborate with model engineering, AI Platform, infrastructure, compute, storage, and data teams to deliver reusable capabilities.
Write maintainable, tested, and observable software while enhancing documentation, operational tooling, and engineering standards.
Technical Skills Required
Python Backend Development Distributed Systems
Benefits & Perks
Market‑benchmarked competitive salary
Equity participation
Relocation support and visa sponsorship
Nice to Have
Flyte
Airflow
Dagster
Argo
Spark
Databricks
Ray
Kubernetes
GPU infrastructure
ML‑platform systems
Production robotics
Computer‑vision platforms

Job Description

Before the detail, here's the challenge you'd help us solve.We build the embodied intelligence that moves real vehicles safely, and the ecosystem a billion machines will run on in the future. Very few people in AI can say this. Every role here, whatever the team, plugs into that.Here’s what this particular role covers.
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