Senior ML Engineer
Core
Lead complex data projects, develop predictive models, and deploy scalable machine learning solutions to power business outcomes.
Role type
Senior IC machine learning engineer
Builds
Production ML models and scalable data engineering pipelines
Domain
Data engineering and AI applications
Deliverable
production ML models
Required skills
Python, SQL, statistical modeling, machine learning algorithms, MLOps practices, CI/CD tools
Preferred skills
Big data tools (Spark, EMR), containerization (Docker, ECS, EKS), serverless architecture
Technologies
PyTorch, TensorFlow, MLflow, SageMaker Pipelines, Airflow
Responsibilities
Design, develop, and deploy machine learning models; architect and optimize cloud-based data solutions; automate data workflows and model deployment processes; mentor junior data scientists; translate business challenges into data-driven solutions
Seniority
Senior, hands-on IC
