Data Scientist for AI Innovation
3 days ago
Unlock the Power of Machine Learning
SAP is a leader in end-to-end business application software and related services, with a cloud company boasting over 200 million users and 100,000 employees worldwide.
As a Senior Machine Learning Engineer in Singapore, you will be part of a team that delivers AI solutions integrated into customer support processes to provide faster and smarter support. Your responsibilities will include:
- Assessing requirements for developing ML services in the Support Delivery domain.
- Taking ML models from conception to production by designing and implementing ML microservices and pipelines in a production environment.
- Maintaining and optimizing live productive ML services with a focus on scalability, availability, and reliability.
- Setting up and maintaining CI/CD pipelines for ML services.
- Designing and developing large-scale training and deployment systems.
- Striving for automation and cloud operation readiness.
- Improving quality and system scalability through continuous evaluation, analysis, and refinement of the system implementation.
- Collaborating with data scientists and engineers to deliver ML models in productive services.
What You'll Bring
We are looking for a candidate who possesses a passion for innovation and data-driven solutions paired with hands-on experience delivering enterprise-grade ML services.
The ideal candidate should have:
- A university degree in a technical field.
- Strong practical Machine Learning and computer science skills.
- Applied experience in Python, Kubernetes, PostgreSQL, Spark, and Elasticsearch.
- Familiarity with modern DevOps methodologies.
- Fluent English communication skills.
- Creative thinking and the ability to learn quickly new concepts and technologies.
About the Team
You'll be part of a Data Science and Technology-focused team that has established a data lake platform used by over 150 Data Scientists in Service and Support.
Salary Estimate: $120,000 - $180,000 per annum
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