Machine Learning Engineer (Python, AWS)
Core
Design, build, and deliver ML models and components to solve real business problems in partnership with Product and Data Science teams, focusing on hyper-personalized omnichannel messaging.
Role type
Senior IC machine learning engineer (production)
Builds
Production-ready ML models, data pipelines, and cloud-based architectures for advanced big data and ML applications.
Domain
Adtech / Marketing / Machine Learning
Deliverable
production ML models
Required skills
Python, Java, Golang, C++, PyTorch, TensorFlow, Pandas, NumPy, Scikit-learn, Spark, Ray, Kubernetes, AWS, GCP, Azure, CI/CD, SQL
Preferred skills
ML algorithm optimization, resilient software solution design, technical leadership, ML model evaluation and debugging, scalable data pipeline design
Technologies
AWS, Azure, GCP, Kubernetes, PyTorch, TensorFlow, Spark, Ray, Pandas, NumPy, Scikit-learn
Responsibilities
Design and validate ML models; write and test application code; automate tests and deployment; retrain and monitor models in production; construct efficient data pipelines; apply CI/CD practices; ensure code governance and Responsible AI best practices.
Seniority
Senior, hands-on IC
