Senior Machine Learning Engineer
Core
Building and maintaining machine learning models for real-time pricing and demand/supply dynamics in a digital manufacturing marketplace.
Role type
Senior Machine Learning Engineer (pricing & marketplace modelling)
Builds
Intelligent pricing platform, real-time quoting system, demand forecasting models
Domain
Digital manufacturing, two-sided marketplace, pricing intelligence
Deliverable
production ML models
Required skills
Python, PyTorch/TensorFlow/scikit-learn, supervised and probabilistic modelling, feature engineering from geometric data, MLOps tools (Weights & Biases, Prefect, Karpenter), A/B testing and backtesting
Preferred skills
marketplace or pricing models, operations research/econometrics, 3D/CAD data processing, ML infrastructure scaling, ML monitoring workflows
Technologies
AWS, PyTorch, TensorFlow, scikit-learn, Weights & Biases, Prefect, Karpenter
Responsibilities
Develop and maintain ML models for demand/supply dynamics; Build pricing models including cost estimation from CAD and partner routing; Design and maintain training/inference pipelines; Monitor production model performance and address drift; Mentor mid-level and junior engineers
Seniority
Senior, hands-on IC with mentorship responsibilities
