Senior Data Scientist

3 weeks ago

Shanghai, Shanghai, China SAP Full time

About the Role

We are seeking a highly skilled Data Scientist to join our Artificial Intelligence Technology team in Shanghai. As a Data Scientist, you will play a key role in developing leading-edge AI and ML inspired applications for support.

Key Responsibilities

  • Assess requirements necessary for developing ML services in the Support Delivery domain.
  • Develop and optimize state-of-the-art machine learning algorithms that provide robust situational assessment and predictive capabilities.
  • Explore, understand, and implement most recent AI technologies, like Large Language Models, Generative AI, etc.
  • Design and develop large scale training and deployment systems, using multiple GPU's and servers, dedicated H/W, multi-threading, and parallelization.
  • Collaborate with data engineers to develop data and model pipelines.
  • Be able to comfortably handle and analyze real-world data sets.
  • Strive for automation and cloud operation readiness.
  • Improve quality and system scalability through continuous evaluation, analysis, and refinement of the system implementation.

Requirements

  • University degree in Computer Science, Statistics, Data Science or related technical field.
  • Strong analytical and problem-solving skills with a passion for Machine Learning.
  • Solid foundation in computer science, with strong competencies in algorithms, data structures, object-oriented programming, design patterns, multi-threaded programming, and software design principles.
  • Knowledge of programming languages, preferably Python.
  • Experience with at least one of the following cloud-related technologies & concepts: Kubernetes, Docker, Kubeflow or other IaaS/PaaS environments.
  • Extensive knowledge in building, validating and evaluating machine learning models, as well as experience in machine learning evaluation metrics and best practices.
  • Practical experience in architecting, training and analyzing deep learning models.
  • Hands-on experience in working with big-data and SQL/no-SQL technologies such as PostgreSQL, Spark, Redis, ElasticSearch.
  • Fluent in English, both verbal and written communication skills.
  • Creative thinking, willingness and ability to learn quickly new concepts and technologies.
  • Strong team player.

Preferred Skills

  • Experience with version control tools such as git.
  • Experience handling real-world large-scale data sets.
  • Familiar with modern DevOps methodologies and ability to establish CI/CD process.
  • Experience with Agile.
  • 5+ years of development experience, including 3+ years of commercial / academic machine learning experience.

About SAP

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.

Our Culture

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.

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