Senior Machine Learning Engineer
Core
Build, maintain, and improve machine learning models for real-time intelligent pricing and automated quoting in a digital manufacturing marketplace.
Role type
Senior Machine Learning Engineer (Pricing & Marketplace)
Builds
Production ML models for demand/supply dynamics, cost estimation from CAD geometry, and partner routing probability.
Domain
Manufacturing / Digital Marketplace / Pricing
Deliverable
production ML models
Required skills
Python, PyTorch/TensorFlow/scikit-learn, supervised and probabilistic modelling, feature engineering from geometric data, MLOps (W&B, Prefect, Karpenter), ML monitoring and retraining workflows
Preferred skills
marketplace or pricing modelling, operations research/econometrics, 3D/CAD/mesh processing
Responsibilities
Develop and maintain ML models for demand/supply dynamics and automated quoting; Design and maintain ML training and inference pipelines on AWS; Validate model performance via offline experiments and A/B testing; Mentor mid-level and junior engineers; Collaborate with cross-functional teams to translate business challenges into ML solutions
Seniority
Senior, hands-on IC with mentorship responsibilities
