Software Engineer, Data Flywheel Platform
Core
Build the platform infrastructure and systems that transform world-scale fleet data into high-signal training data for Wayve's autonomous driving foundation models.
Role type
Senior Software Engineer (ML Platform/Infrastructure)
Builds
Self-serve data curation pipelines, evaluation infrastructure, and distributed training/serving systems for foundation models.
Domain
Autonomous driving / Embodied AI / Large-scale Data Platforms
Deliverable
production ML models | infrastructure
Required skills
Production Python, Large-scale data processing, Distributed systems design, Workflow orchestration, SQL optimization, System reliability & observability
Preferred skills
MLOps, Foundation model evaluation, Vector search, Kubernetes, Lakehouse formats, Autonomous driving workflows
Technologies
Ray Data, Daft, Spark, Databricks, Turbopuffer, Milvus, Lance, Iceberg, Flyte, Airflow, Dagster
Responsibilities
Build data curation and enrichment pipelines for world-scale fleet data; Construct evaluation infrastructure for foundation models; Optimize distributed training and serving infrastructure; Develop data-platform backbone including versioning and catalogs; Ensure self-serve reliability and on-call ownership; Partner with scientists to scale research to production.
Seniority
Senior, hands-on IC with system ownership
