Staff Machine Learning Engineer, Data Curation & Dataset Strategy

Job summary

Responsibilities

Wayve is not a mature, fully-structured place with the playbook already written. Much of how we work is still being written, and if you join, you’ll help write it. That suits people who want real ownership more than people who need a settled structure from day one.

• Build and own the ingestion-time model that scores incoming driving data and routes it to hot, cold, archive or delete
• Work with training teams to define the right data distributions for every model we're building
• Deliver early storage-cost savings through practical heuristics, then develop ML-driven filtering
• Partner with ingestion, annotation, retrieval, data quality, model training, AV/robotics, evaluation and storage teams to set company-wide data policy
• Lead and work hands-on with a small group of software and ML engineers to build data provisioning and data provenance features into Corpus

Tech stack

• Python
• Spark