AI Ops Engineer

Role : AI OPS Engineer

Location : Eden Prairie MN / Remote

Job Description - Role Summar

yBuilds, trains, and tunes machine learning models. Translates data science experiments into scalable, production-ready ML solutions

**.

Key Responsibilities**

– Translate data science prototypes into production-grade ML services and pipeline

s.- Build training and inference code with reproducibility, versioning, and automated testin

g.- Implement scalable model serving (online/offline), batching, and latency/throughput optimizatio

n.- Integrate model lifecycle tooling (tracking, registry, deployment automation, monitoring

).- Collaborate with Data Engineering on feature pipelines and data contract

s.- Own production health: drift detection, performance regression, rollback strategies, and incident respons

**e.

Required Qualificati**

• ons5\+ years software engineering with 2\+ years shipping ML models to producti
• on.Strong Python skills and experience with ML frameworks (TensorFlow/PyTorc
• h).Experience with containers and orchestration (Docker/Kubernetes) and API developme
• nt.Understanding of ML system design (data leakage, training-serving skew, drif
• t).CI/CD and DevOps practices applied to ML workloads (MLOp
• s).Experience with CI/CD and DevOps practices applied to ML (MLO

ps)