AI/ML Engineer
Core
Design, train, and deploy production-ready AI/ML models to optimize manufacturing operations, predictive analytics, and intelligent automation.
Role type
Senior IC Machine Learning Engineer (Manufacturing)
Builds
Production ML models, data pipelines, and MLOps infrastructure for enterprise manufacturing systems.
Domain
Manufacturing / Industrial IoT / AI
Deliverable
production ML models
Required skills
Python, PyTorch, TensorFlow, Scikit-learn, Spark, Databricks, MLOps (MLflow, Kubernetes), LLMs, RAG, vector databases
Preferred skills
ERP/MES/IoT integration, generative AI, agentic AI approaches
Technologies
PyTorch, TensorFlow, Scikit-learn, Spark, Databricks, Hadoop, MLflow, Kubernetes, GitHub Actions, vector databases
Responsibilities
Design and fine-tune ML/deep learning models for manufacturing challenges; develop data ingestion and cleaning pipelines; implement MLOps practices for CI/CD, versioning, and monitoring; integrate models into ERP, MES, and IoT contexts; monitor and benchmark model performance; collaborate with data engineers and domain experts.
Seniority
Senior, hands-on IC