onsite
Senior Machine Learning Engineer - Advansys Esc 1
ML Engineer
Lead end‑to‑end ML solution development using Python, TensorFlow, and PyTorch, deploying scalable models on AWS with Docker and Kubernetes.
About the role
Key Responsibilities
- Design, develop, and production‑grade machine learning models for complex business problems.
- Collaborate with data scientists and software engineers to integrate models into microservice architectures.
- Implement CI/CD pipelines for model training, testing, and deployment on AWS using Docker and Kubernetes.
- Optimize model performance and resource utilization through profiling and hyperparameter tuning.
- Document model lifecycle, data pipelines, and best practices for reproducibility.
Requirements
- 5+ years of experience in machine learning engineering.
- Experience with MLOps tools and CI/CD pipelines.
- Excellent problem‑solving skills and ability to communicate complex concepts to cross‑functional teams.
Skills
pythonmachine learningtensorflowpytorchawsdockerkubernetes