Senior Machine Learning Engineer
Core
Build and deploy machine learning models for marketing personalization to match users with surplus meals, improving retention and reducing food waste.
Role type
Senior Machine Learning Engineer (Marketing Personalization)
Builds
Production ML models and personalization features for a consumer marketplace app
Domain
Food waste reduction / Consumer marketplace / Marketing
Deliverable
production ML models
Required skills
Python, PyTorch, TensorFlow, Scikit-learn, Prophet, DeepAR, SQL, Cloud environments (AWS/GCP/Azure), MLOps platforms (Metaflow)
Preferred skills
dbt, Snowflake, Airflow, complex ML system design, statistical hypothesis testing
Technologies
Python, SQL, Metaflow, GitHub, Jenkins, Docker, Airflow, OpenSearch, Redshift, PyTorch, TensorFlow, Scikit-learn, Prophet, DeepAR
Responsibilities
Research, build, and design machine learning models for marketing personalization; Run experiments and evaluate results to improve models; Build and deploy models in production; Develop statistical models; Collaborate with product and engineering teams to solve customer problems
Seniority
Senior, hands-on IC