| Company |
SAP |
| Job title |
Senior Machine Learning Engineer |
| Job location |
Singapore |
| Type |
Full time |
Responsibilities:
- Assess requirements necessary for developing ML services in the Support Delivery domain.
- Take ML models/algorithms from conception to production, by designing and implementing ML microservices and pipelines in a production environment.
- Maintain and continuously optimize live productive ML services with a focus on scalability, availability, and reliability.
- Set up and maintain CI/CD pipelines for ML services.
- Design and develop large-scale training and deployment systems.
- Strive for automation and cloud operation readiness.
- Improve quality and system scalability through continuous evaluation, analysis, and refinement of the system implementation.
- Collaborate with data scientists and data engineers to deliver ML models in productive services.
Requirements & Skills:
- University degree in a technical field
- Strong practical Machine Learning and computer science skills.
- Applied experience in Python and Kubernetes.
- Hands-on experience in PostgreSQL, Spark, Elasticsearch
- Familiar with modern DevOps methodologies
- Fluent in English, both verbal and written communication skills
- Creative thinking, willingness, and ability to learn quickly new concepts and technologies.
