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Senior Data Scientist

2 mesi fa


Roma, Lazio, Italia SAP A tempo pieno
About the Role

We are seeking a highly skilled Senior Data Scientist to join our team at SAP, where you will play a key role in developing innovative machine learning models to enhance our data analytics offering. As a member of our dynamic team, you will collaborate with cross-functional teams to understand user needs and translate them into effective data-driven solutions.

Key Responsibilities
  • Design and implement machine learning algorithms to process and analyze large datasets, leveraging frameworks such as TensorFlow, PyTorch, and Keras.
  • Develop and train advanced machine learning models to improve user interactions and model performance, iterating on feedback and continuous evaluation.
  • Collaborate with data engineers and user experience experts to drive innovation and streamline interactions between users and data within our SAP Analytics Cloud Just Ask feature.
  • Apply statistical analysis and predictive modeling techniques to build, maintain, and improve real-time decision systems, ensuring scalability and efficiency in production environments.
Requirements
  • PhD or equivalent experience in Computer Science, Statistics, Applied Mathematics, or a related field.
  • 4+ years of extensive experience in data science, machine learning, or a related role, with a distinguished record of innovative contributions and leadership in technology development.
  • Expertise in deploying scalable machine learning solutions in production environments, leveraging cloud platforms (AWS, Google Cloud, Azure) and technologies like Docker and Kubernetes.
  • Strong background in designing and implementing deep learning architectures, including Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and Transformer models.
  • Skilled in performing efficient data preprocessing, feature engineering, and augmentation techniques to improve model performance and generalization on unseen data.
About SAP

SAP is a global leader in enterprise software and related services, helping more than 400,000 customers worldwide work together more efficiently and use business insight more effectively. Our culture of inclusion, focus on health and well-being, and flexible working models help ensure that everyone feels included and can run at their best. SAP is proud to be an equal opportunity workplace and is an affirmative action employer.