Senior Machine Learning Engineer
5 days ago
Bring out your best
SAP innovations help more than four hundred thousand customers worldwide work together more efficiently and use business insight more effectively. Originally known for leadership in enterprise resource planning (ERP) software, SAP has evolved to become a market leader in end-to-end business application software and related services for database, analytics, intelligent technologies, and experience management. As a cloud company with two hundred million users and more than one hundred thousand employees worldwide, we are purpose-driven and future-focused, with a highly collaborative team ethic and commitment to personal development. Whether connecting global industries, people, or platforms, we help ensure every challenge gets the solution it deserves. At SAP, you can bring out your best.
WHAT YOU'LL DO
As a Senior Machine Learning Engineer in Singapore, you will be part of a team that delivers end-to-end AI solutions integrated in the processes of our customer support business to deliver support in faster and smarter way. In your daily job you will:
- 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 production environment.
- Maintain and continuously optimize live productive ML services with a focus on scalability, availability, and reliability.
- Setup 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.
WHAT YOU'LL BRING
We are looking for a candidate who possesses a passion for innovation and data-driven solutions paired with a hands-on can-do attitude. The ideal candidate will be a self-motivated expert with a love for delivering productive enterprise-grade ML services and who helps coaching junior ML engineers
Ideal candidates have the following experience/skills :
University degree in a technical field
Strong practical Machine Learning and computer science skills.
Applied experience in python, 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.
MEET YOUR TEAM
We are a Data Science and Technology focused team and we have established a data lake platform used by more than 150 Data Scientist in Service and Support. The team’s mission is to improve, automate, and transform the customer support business of SAP using Machine Learning and Data-driven Innovation.
Bring out your best
SAP innovations help more than four hundred thousand customers worldwide work together more efficiently and use business insight more effectively. Originally known for leadership in enterprise resource planning (ERP) software, SAP has evolved to become a market leader in end-to-end business application software and related services for database, analytics, intelligent technologies, and experience management. As a cloud company with two hundred million users and more than one hundred thousand employees worldwide, we are purpose-driven and future-focused, with a highly collaborative team ethic and commitment to personal development. Whether connecting global industries, people, or platforms, we help ensure every challenge gets the solution it deserves. At SAP, you can bring out your best.
We win with inclusion
SAP’s culture of inclusion, focus on health and well-being, and flexible working models help ensure that everyone – regardless of background – feels included and can run at their best. At SAP, we believe we are made stronger by the unique capabilities and qualities that each person brings to our company, and we invest in our employees to inspire confidence and help everyone realize their full potential. We ultimately believe in unleashing all talent and creating a better and more equitable world.
SAP is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to the values of Equal Employment Opportunity and provide accessibility accommodations to applicants with physical and/or mental disabilities. If you are interested in applying for employment with SAP and are in need of accommodation or special assistance to navigate our website or to complete your application, please send an e-mail with your request to Recruiting Operations Team: Careers@sap.com
For SAP employees: Only permanent roles are eligible for the SAP Employee Referral Program, according to the eligibility rules set in the SAP Referral Policy. Specific conditions may apply for roles in Vocational Training.
EOE AA M/F/Vet/Disability:
Qualified applicants will receive consideration for employment without regard to their age, race, religion, national origin, ethnicity, age, gender (including pregnancy, childbirth, et al), sexual orientation, gender identity or expression, protected veteran status, or disability.
Successful candidates might be required to undergo a background verification with an external vendor.
Requisition ID: 393872 | Work Area: Software-Design and Development | Expected Travel: 0 - 10% | Career Status: Professional | Employment Type: Regular Full Time | Additional Locations: #LI-Hybrid.
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