Senior Data Scientist

7 giorni 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 drive business growth and improve customer experiences.

Key Responsibilities:

  • Design and implement advanced machine learning algorithms to process and analyze large datasets, ensuring high accuracy and efficiency for a variety of applications.
  • Collaborate with cross-functional teams to understand business needs and translate them into effective data-driven solutions.
  • Develop and train machine learning models using frameworks such as TensorFlow, PyTorch, and Keras, ensuring high accuracy and efficiency for a variety of applications.
  • Deploy scalable machine learning solutions in production environments, leveraging cloud platforms (AWS, Google Cloud, Azure) and technologies like Docker and Kubernetes for containerization and orchestration.
  • Evaluate the effectiveness of machine learning models and algorithms through metrics and KPIs, ensuring continuous improvement in alignment with business objectives.

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 developing and training advanced machine learning models, including deep learning architectures, such as Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and Transformer models.
  • Strong background in designing and implementing efficient data preprocessing, feature engineering, and augmentation techniques to improve model performance and generalization on unseen data.
  • Experience in implementing real-time inference systems, optimizing models for latency and throughput to meet the demands of live data processing and decision-making applications.
  • Familiarity with machine learning model monitoring and management practices, including version control, performance tracking, and updating models in response to drift in data patterns.
  • Strong analytical skills in evaluating the effectiveness of AI/ML models and algorithms through metrics and KPIs, ensuring continuous improvement in alignment with business objectives.
  • Proficient in the ethical and responsible use of AI, including understanding biases in data and models, ensuring privacy compliance (e.g., GDPR), and promoting transparency and fairness in machine learning applications.
  • Exceptional communication, leadership, and mentorship skills, with fluency in English and Italian.

About SAP:

SAP is a leading provider of enterprise software and services, helping organizations run better and improve customer experiences. Our team is dedicated to leveraging AI to facilitate seamless interactions between individuals and information, and we are seeking a talented Senior Data Scientist to join our team.

What We Offer:

  • A dynamic and passionate team dedicated to AI innovation.
  • A culture of collaboration, learning, and growth, encouraging all team members to contribute ideas and perspectives.
  • Opportunities to collaborate with colleagues from around the globe.
  • A highly collaborative team ethic and commitment to personal development.

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