Senior Data Scientist
SAP Service Cloud
Nanjing, CN, 210012
6天前

COMPANY DESCRIPTION

SAP started in 1972 as a team of five colleagues with a desire to do something new. Together, they changed enterprise software and reinvented how business was done.

Today, as a market leader in enterprise application software, we remain true to our roots. That’s why we engineer solutions to fuel innovation, foster equality and spread opportunity for our employees and customers across borders and cultures.

SAP values the entrepreneurial spirit, fostering creativity and building lasting relationships with our employees. We know that a diverse and inclusive workforce keeps us competitive and provides opportunities for all.

We believe that together we can transform industries, grow economics, lift up societies and sustain our environment. Because it’s the best-run businesses that make the world run better and improve people’s lives.

Purpose and Objectives

The SAP Innovation Center Network (ICN) is SAP’s strategic innovation vehicle and combines software engineering excellence with thought leadership and entrepreneurial spirit.

In close collaboration with internal SAP units and external partners in industry and research, we explore transformative technology innovation across various focus areas and pioneer game-changing solutions that provide foresights to navigate SAP to tomorrow and beyond.

We are seeking talented data scientist to leverage the cutting-edge technology to future proof SAP.

Core Responsibilities

  • Responsible for creating prototypes involving machine learning models to address business problems
  • Work closely with team members to validate and refine forementioned prototypes
  • Perform functional and empirical analysis on machine learning topics, conduct research on cutting edge technology and explore promising topic in machine / deep learning
  • Build perspective on emerging technologies in terms of the relevance and value to SAP
  • Regular project updates using data visualization techniques and audience friendly approach with management and stakeholders
  • Enable team members with basic machine learning skills
  • Coach and mentor junior team members
  • Qualifications and Skills

  • Ph.D in Computer Science, Engineering, Mathematics or a related field
  • With at least 1 year working experience as Data Scientist
  • Proficient in Python / R and SQL
  • Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.
  • and their real-world advantages / drawbacks.

  • Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.
  • and experience with applications

  • Purpose-driven and result-led
  • Strong problem-solving skills
  • Good teamwork spirit & conflict resolution skills
  • Passionate for innovation and adaptive for new research areas
  • Work experience with image processing is preferred
  • Work experience with big data in industry projects is preferred
  • Knowledge in Go or C / C++ are preferred
  • Excellent verbal and written English
  • Good communication skills in both Chinese and English
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