Data Scientist
5 days ago
As a Data Scientist, you will play a key role in designing and building machine learning-based prototypes to advance our Demand Sensing and Inventory Optimization product development. You will work on real-world supply-chain problems, analyzing new business challenges, determining solution requirements, and collaborating on solution deployment.
Responsibilities- Define business problems and solution requirements within the context of supply chain management.
- Design and develop machine learning algorithms to address specific business objectives in demand sensing and inventory optimization.
- Present research findings and solutions to both internal and external stakeholders.
- Ensure the consistency, completeness, accuracy, and efficiency of all algorithmic solutions.
- Design, document, prototype, and validate algorithms, focusing on machine learning implementations where applicable.
- Collaborate with software engineers to facilitate the implementation and testing of algorithms.
- Prepare educational materials to convey solution approaches, benefits, and usability to various audiences.
- Expertise in machine learning, including experience with supervised and unsupervised learning, and extreme gradient boosting.
- Ability to interact effectively with software engineers and the product management team.
- Experience with machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn or similar frameworks.
- A minimum of 2+ years of experience in software or algorithm design engineering.
- Bachelor's degree in Operations Research, Industrial Engineering, Machine Learning, Computer Science, or a related discipline, or equivalent education and experience.
- Fluency in English, basic French.
- Knowledge of supply chain management, inventory planning, and demand forecasting.
- Familiarity with deterministic and stochastic modeling, operations research methodologies, and simulation.
- Proficiency in programming languages such as Python (preferred), C++, or Java.
- Proven ability to design algorithmic solutions to complex planning and operational support problems.
- Excellent writing and communication skills to convey complex ideas clearly and effectively.
- Master's degree in Operations Research, Industrial Engineering, Machine Learning, Computer Science, or a related discipline, or equivalent education and experience.
SAP is a company that values innovation, collaboration, and diversity. We offer a highly collaborative, caring team environment with a strong focus on learning and development, recognition for your individual contributions, and a variety of benefit options for you to choose from.
As a Data Scientist at SAP, you will have the opportunity to work on cutting-edge technology and impactful real-world problems. You will collaborate with a highly skilled and dedicated team, and have opportunities for continuous learning and professional growth.
SAP is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to the values of Equal Employment Opportunity and provide accessibility accommodations to applicants with physical and/or mental disabilities.
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