6044 Principal Process Engineer jobs in Toledo,OH

Principal Machine Learning Engineer, ML Platform

Shippo

Oregon, OH 43616

4+ years owning ML systems end-to-end in production, including on-call and incident response, and making architecture decisions based on operational constraints (latency, throughput, availability, and cost).
Demonstrated ability to ship incrementally, prioritize production reliability over perfect solutions, and drive adoption through pragmatic platform design.
Strong experience building and running services on Kubernetes, including deployments, autoscaling, and observability.
15+ years of software engineering experience, including ownership of production systems (platform, infrastructure, or distributed systems).
Demonstrated ability to evaluate inference tradeoffs across batch and real-time serving, CPU versus GPU, latency and throughput, cost, and operational complexity.
Experience working with or evaluating managed ML platforms (Databricks, SageMaker, Vertex AI, or similar), with clear judgement on strengths, limitations, and build-vs-buy decisions.
Proven ownership of reliability and operational outcomes for production systems (SLOs, incident response, and measurable improvements in stability and performance).
Hands-on experience with ML lifecycle tooling such as MLflow or equivalent (tracking, registry, packaging, and promotion workflows).
Demonstrated Principal-level technical leadership, including setting technical direction, driving cross-team alignment via RFCs/design reviews, and delivering multi-quarter roadmaps.