Data Science Leader for Intelligent Document Processing

2 weeks ago

Bengaluru, Karnataka, India SAP Full time
Role Overview

We are seeking a highly skilled Data Science Leader to join our team at SAP Concur, where you will play a pivotal role in designing, implementing, and deploying multimodal machine learning models. Our focus is on intelligent document processing, leveraging state-of-the-art deep learning techniques to extract insights from complex data sets.

Key Responsibilities:
  • Lead various aspects of the data science process, including acquiring data, conducting exploratory data analysis, building models, and monitoring their performance
  • Evaluate and adopt generative AI-based solutions, fine-tuning local LLMs to meet business needs
  • Collaborate with Software Engineers to integrate machine learning models into production systems, ensuring scalability and reliability
  • Perform thorough testing and validation of machine learning models to ensure accuracy and robustness
  • Define requirements, scope, and milestones for machine learning projects in collaboration with cross-functional teams
Requirements and Qualifications:
  • Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field
  • Solid understanding of machine learning algorithms, model evaluation, and validation techniques
  • Exposure to Generative AI and familiarity with recent advances in Large Language Models
  • Strong programming skills in Python, proficiency in machine learning libraries (e.g., scikit-learn, Hugging Face, Langchain, PyTorch)
  • Experience with SQL or NoSQL databases, cloud platforms, and ML frameworks (e.g., AWS Sagemaker, MLFlow, Weights and Biases)
  • Strong communication skills to convey complex technical concepts to non-technical stakeholders
Benefits:

SAP offers a highly collaborative, caring team environment with opportunities for growth, recognition, and competitive compensation. As a Data Science Leader, you can expect an estimated salary range of $140,000 - $200,000 per year, commensurate with experience and qualifications. Our company culture emphasizes diversity, inclusion, and flexibility, providing a supportive work environment that allows employees to thrive.

SAP innovations have helped over 400,000 customers worldwide work together more efficiently and make informed decisions. As a leader in enterprise software, we continue to push boundaries in AI, machine learning, and data analytics. Join our team and contribute to shaping the future of intelligent document processing and beyond.

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