Senior Machine Learning Engineer
Core
Develop and productionize robust machine learning models for the e-commerce domain, handling millions of customer data points.
Role type
Senior Machine Learning Engineer (Applied)
Builds
Production ML models and scalable data processing pipelines for Mr D's e-commerce platform.
Domain
E-commerce / Retail
Deliverable
production ML models
Required skills
Python, Linux, BigQuery, TensorFlow, Scikit-learn, PyTorch, Pandas, statistical analysis, machine learning techniques, agile methodology, data mining, big data processing, model deployment
Preferred skills
MSc or PhD, cloud platforms (GCP, AWS), end-to-end ML frameworks (Kubeflow, MLflow, Sagemaker), model serving (TensorFlow Serving, KServe), LLM prompt pipelines
Technologies
Python, AWS, Kafka, Redis, Docker, Kubernetes, IOT/MQTT, BigQuery, TensorFlow, Scikit-learn, PyTorch, Pandas, Kubeflow, MLflow, Sagemaker, TensorFlow Serving, KServe
Responsibilities
Analyze, build, evaluate, and productionize machine learning models; work with large volumes of customer data; brainstorm solutions for specific use cases; participate in design and code reviews; maintain knowledge of ML domain developments
Seniority
Senior, hands-on IC
