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SAP
Machine Learning Engineer, Data Science team Job
Fișa jobului
Requisition ID: 157942
Work Area: Consulting and Professional Services
Expected Travel: 0 - 40%
Career Status: Professional
Employment Type: Regular Full Time
Company Description
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 more efficiently and use business insight more effectively to stay ahead of the competition. SAP applications and services enable customers to operate profitably, adapt continuously, and grow sustainably.
PURPOSE AND OBJECTIVES
SAP is currently expanding the global Data Science & Machine Learning team that is responsible for building advanced analytics solution content and driving innovation initiatives from a business to a data science perspective. SAP Data Science & Machine Learning team brings value to its customers by helping them to implement Data Science solutions that improve business results based on scientific analysis of large amounts of business data.
Here are a few projects we are working on. In retail, we predict future sales based on the variation of the price, the season of the year, and then we determine the optimal discount to maximize revenue while clearing inventory. In transportation, we work on routing optimization and capacity planning to maximize revenue. In supply chain, we design replenishment algorithms to maximize product availability. In sports, we work with real-time biological data to help players increase their performance. We get more and more exciting projects, and we need your help to deliver them.
As a Machine Learning Engineer, You Will
WHAT WE EXPECT YOU TO DO
BACKGROUND
Must Have
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.
If You Are Interested In Applying For Employment With SAP And 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
SAP is committed to the principles of Equal Employment Opportunity and to providing reasonable accommodations to applicants with physical and/or mental disabilities.
Additional Locations:
Work Area: Consulting and Professional Services
Expected Travel: 0 - 40%
Career Status: Professional
Employment Type: Regular Full Time
Company Description
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 more efficiently and use business insight more effectively to stay ahead of the competition. SAP applications and services enable customers to operate profitably, adapt continuously, and grow sustainably.
PURPOSE AND OBJECTIVES
SAP is currently expanding the global Data Science & Machine Learning team that is responsible for building advanced analytics solution content and driving innovation initiatives from a business to a data science perspective. SAP Data Science & Machine Learning team brings value to its customers by helping them to implement Data Science solutions that improve business results based on scientific analysis of large amounts of business data.
Here are a few projects we are working on. In retail, we predict future sales based on the variation of the price, the season of the year, and then we determine the optimal discount to maximize revenue while clearing inventory. In transportation, we work on routing optimization and capacity planning to maximize revenue. In supply chain, we design replenishment algorithms to maximize product availability. In sports, we work with real-time biological data to help players increase their performance. We get more and more exciting projects, and we need your help to deliver them.
As a Machine Learning Engineer, You Will
WHAT WE EXPECT YOU TO DO
- understand our customers’ business challenges
- develop mathematical models to map to solve them
- design and implement algorithms and productive applications
- help our customers understand and implement the results of the analysis.
BACKGROUND
- University degree in Mathematics, Computer Science, Informatics or Cybernetics
- Strong background in mathematics and statistics
- Strong background software development experience
- Experience in mathematical modelling and optimization
- Excellent understanding of statistical and technical methods to produce relevant insights out of massive amounts of data
- Strong problem solving and consulting capabilities
Must Have
- Programming: SQL, JavaScript/Java
- Mathematical modelling: R, Python
- Knowledge of Artificial Intelligence / Machine Learning concepts and tools
- Development experience with Machine Learning tools and environments
- Experience with Deep Learning Frameworks such as TensorFlow, Caffe, Theano
- Big Data experience (Hadoop)
- PhD in Mathematics, Science or Informatics
- Willingness and ability to learn quickly new mathematical or technical methods with little guidance
- Ability to inspire confidence and work with all levels of client and internal staff
- Ability to deliver clear, concise presentations to non-scientific audiences
- High energy, clear goal orientation and strong work ethic; “can do” attitude
- Excellent verbal and written communication skills
- English at advanced level
- Ability to capture customer requirements and translate them into software specifications
- Ability to present complex information in a clear and precise manner; with non-technical audience
- Professional appearance and demeanor
- Presentation skills – ability to create professional presentations, handle proper setup of location, use technical/ visual aid, have adequate body language and vocabulary, proactively engage with the customer and handle questions
- SAP Sales Insights for Retail
- Biometric sensor technology
- Load Forecasting & Peak Load Determination
- eTrading Solutions for Electricity Balancing and Redispatching in Europe
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.
If You Are Interested In Applying For Employment With SAP And 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
SAP is committed to the principles of Equal Employment Opportunity and to providing reasonable accommodations to applicants with physical and/or mental disabilities.
Additional Locations:
Nivel de vechime
Nu se aplică
Tip de angajare
Full-time
Ocupație
Servicii pentru clienți
Sectoare de activitate
Software