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SAP Data Scientist 
India, Karnataka, Bengaluru 
737919413

18.07.2024

What you'll do:

  • You will work with a team of highly technical and motivated developers.
  • Collaborate and work with teams spread across geographies and time zones.
  • You will work on the entire lifecycle of development projects, both customer specific and SAP-defined. This includes the analysis and specification of the customer-specific business requirements as well as the design, implementation, maintenance and in case of cloud services operation of customer-specific solutions.
  • Implement backlogs for functional and non-functional requirements.
  • Design, develop, deploy and monitor efficient AI/ML modules that drives complex business applications.
  • Adhere to SAP's agile engineering practices and processes. Own your code from ideation to development, across the full stack and through QA and support.
  • You will work on multiple topics and technologies with adequate enablement.

What you bring:

Educational Qualification

  • Master’s in a highly quantitative field (Machine Learning, Operational Research, Statistics, Mathematics, etc.) preferably from a reputable institution like IITs, IISc, or equivalent.

Work Experience

  • 4+ years of industry experience in a data scientist role

Skills and Competencies:

  • Solid understanding of the mathematics related to data science - probability, statistics, linear algebra etc.
  • Extensive knowledge of various machine learning algorithms and concepts used to build predictive models
  • In-depth knowledge in at least 2 of the following data science domains:
    • Text Analysis and Natural Language Processing
    • Neural Networks and Deep Learning
    • Signal Processing, Image/Video processing and recognition
    • Reinforcement Learning
  • Hands on experience with computational packages (Numpy, Scipy, Pandas, Scikit-Learn, StatsModels, Keras, Tensorflow, etc.) and visualization tools
  • Highly proficient in SQL and good knowledge of relational database
  • Prior experience in deploying machine learning models into production
  • Experience in working with GPUs to develop models
  • Possess strong interpersonal and stakeholder management skills
  • Past and current experience writing and speaking about complex technical concepts to broad audiences in a simplified format
  • Strong written and verbal communication skills
  • Demonstrated the ability to independently develop new concepts and stay current with academic research
  • Exposure to SAP modules along with prior experience in cloud technologies like BTP, AWS, GCP, etc. is desired.
  • Publications or presentations in recognized Machine Learning and Data Mining journals/conferences
  • Identify and translate real world customer problems into feasible technical solutions and implement them independently.

Expectations and Tasks:

  • Conceptualize, design and deliver high quality solutions and insightful analysis
  • Work on gathering data and requirements, participate in solution scoping and architecture, research and prototyping innovative models
  • Build solutions by exploring data, building & validating models and deploying them to deliver maximum business impact
  • Interact with both - internal and external stakeholders on a daily basis
  • Handle multiple projects as an individual contributor and be a multiplier by actively mentoring other resources within the team
  • Be up-to-date with latest and best practices in delivering enterprise grade data science solutions
  • Build credibility and trust with customers and project teams during project execution
  • Demonstrate adaptability and flexibility to manage deadline pressure, ambiguity and change
  • Continually enhance existing skills and seek new areas for personal development.
  • Collaborate with product owner, architect, fellow developers, quality and user assistance specialists on design, architecture, hands-on coding, testing, etc. to deliver best solutions to our customers
  • Work on the latest technology and ensure on-time, high quality solutions
  • Embrace lean and agile software development principles
  • Perform high-level analysis of any new requirements/change requests to the solution from a technical standpoint
  • Analyze the impact of any new requirements on the existing solution
  • Work closely with other CIS Engineering team members, SAP Product Development teams, external partners and customer teams to ensure successful project completion