PURPOSE AND OBJECTIVES
The SAP New Ventures & Technologies is a strategic innovation entity within SAP, combining software engineering excellence with thought leadership and entrepreneurial spirit.
Across various focus clusters and by building on strong teams, we pioneer game-changing solutions in close collaboration with startups, customers & partners in industry and research as well as with other SAP units.
To ensure a successful go-to-market, we follow an end-to-end responsibility approach. By exploring unconventional ideas and developing inspiring proofs of concept, we push the state of the art in computer science and its applied fields to provide SAP with foresight into future trends.
As a Developer for machine learning you will work in a team of experienced researchers, data scientists and application developers taking on challenges posed by the SAP customers and product units.
You will have the chance to work with the richest data sets available in the world addressing real-world problems. Your primary goal will be to implement state-
of-the-art algorithms and to develop new approaches and technologies for deriving value from our customers’ data. You will have a chance to select and implement the best technologies and approaches based on your own experience, judgment, and experimentation results.
This role combines (1) experience with machine learning and deep learning (2) practical knowledge of working with scalable platforms for processing of huge data sets (3) ability to understand the data, associated processes and business implications, (4) scaling from minimum viable product up to shippable production code, and (5) build and maintaining innovative new products from the ground-up.
SAP Machine Learning team in Singapore provides an open, modern working environment and the opportunity to become part of the global SAP community.
EXPECTATIONS AND TASKS
As part of the Machine Learning team, you will work together with a team of dedicated experts including researchers, developers, devops engineers and architects with a single goal of building best machine learning pipelines for a variety of use cases spanning commerce, financial markets, and procurement.
You will work against fixed timelines and your success will be measured by the ability to deliver solutions matching the performance of top notch research prototypes. Your tasks include :
At least 3 years of experience in deep learning / machine learning / data science development projects with a focus on innovation.
At least 2 years of hands-on experience in building machine learning-based products. Proficient knowledge and track record of applying modern deep learning concepts.
Your application documents should contain a cover letter reviewing your experiences and your interest, your CV, copies of your degrees (university, apprenticeship, high school) and copies of references from your former employers (if available).
EDUCATION AND QUALIFICATION / SKILLS AND COMPETENCIES
You are a self-starter, goal-oriented, striving for perfection. As an ideal candidate you will demonstrate a proven track record in development of large-
scale machine learning / deep learning pipelines and combine it with curiosity for exploring of new use case and applications of machine learning / deep learning to domains spanning processing of video, structured and unstructured data.
Ideally you bring breadth across all verticals (image, text, structured / time series data) with a depth in one of them.
learn, DeepLearning4j etc; programming languages such as Python, C++, Java, Scala etc.
Job Segment : Developer, Deep Learning, Machine Learning, Artificial Intelligence, Data science development
SAP'S DIVERSITY COMMITMENT
To harness the power of innovation, SAP invests in the development of its diverse employees. We aspire to leverage the qualities and appreciate the unique competencies that each person brings to the company.
SAP is committed to the principles of Equal Employment Opportunity and to providing reasonable accommodations to applicants with physical and / or mental disabilities.