SAP Senior Data Scientist
- SAP India
- 5 to 10 Yrs
- Bengaluru
- 4 years ago
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Job Description
Requisition ID: 252452
Work Area: Software-Design and Development
Expected Travel: 0 - 10%
Career Status: Professional
Employment Type: Regular Full Time
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 & Objective
As Customer eXperience & Solutions (CXS) team, we develop products & solutions that enable digital transformation for our customers. As the thought leaders for Application Lifecycle Management we develop the Cloud Application Lifecycle Management (CALM) platform with applications and services to support the complete application lifecycle for all SAP solutions. CALM is being built on the latest version SAP Cloud Platform Cloud Foundry and is an essential part to deliver the Integrated Enterprise Suite. Our team focus on automated Service Delivery Applications within CALM using the CSI Data Lake and AI.
Expectation & Task
- Oversee the entire machine learning lifecycle (research, design, experimentation, development. deployment, monitoring, and maintenance)
- Maintain and optimize machine learning models, identify new ideas to evolve them, develop new ones & benchmark possible solutions.
- Research & implement best practices to enhance existing machine learning infrastructure
- Implement machine learning algorithms and libraries
- Analyze large and complex data sets to derive valuable insights
- Design & develop large scale training & 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
- Apply machine learning & data science techniques & design distributed systems
- Write production-level code, bring code to production and engage in code reviews
Experience & Education
- At least 8 yrs experience as technology leader, architect or principal engineer and 5 yrs experience working with big-data and no-SQL technologies.
- M.Tech / MCA or master s degree in mathematics or Data Science from reputed institutes
- Extensive knowledge of machine learning evaluation metrics and best practices, building, validating and evaluating of machine learning model, designing and implementing machine learning pipelines in production environments & experience in architecting, training and analyzing deep learning models
- Experience with building big data pipelines and Data Manipulation /data analytics / data management / Big data system.
- Ability to perform technology selection and technology evaluation.
- Experience in modern DevOps practice and ability to establish CI/CD process and Docker & Kubernetes
- Industry experience with writing code (e.g., Python, Scala, PySpark, JavaScrip) and taking ML models/ algorithms to production
- Strong analytical skills, results-oriented, customer-oriented attitude, good strategic and conceptual thinking skills
- Ability to present complex information in a clear and concise manner
- Experience in cloud-based SaaS applications
WHAT YOU GET FROM US
Success is what you make it. At SAP, we help you make it your own. A career at SAP can open many doors for you. If you re searching for a company that s dedicated to your ideas and individual growth, recognizes you for your unique contributions, fills you with a strong sense of purpose, and provides a fun, flexible and inclusive work environment apply now.
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. If you 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 (Americas: Ca*****************a@***.com or Ca*****************a@***.com , APJ: Ca********J@***.com , EMEA: Ca****s@***.com ).
Successful candidates might be required to undergo a background verification with an external vendor.
Additional Locations:
Job Segment: Database, Scientific, SAP, ERP, Developer, Engineering, Technology
Employement Category:
Employement Type: Full timeIndustry: Education / Training
Role Category: General / Other Software
Functional Area: Not Applicable
Role/Responsibilies: SAP Senior Data Scientist
Contact Details:
Company: SAP IndiaLocation(s): Bengaluru
SAP India
As market leader in enterprise application software, SAP helps companies of all sizes and industries innovate through simplification. From the back office to the boardroom, warehouse to storefront, on premise to cloud, desktop to mobile device SAP empowers people and organizations to work together m...
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