C
Posted a month ago
Senior Data Scientist
Carelon Global SolutionsSenior Data Scientist
Requirements
5+ years in data science, 3+ years in ML and NLP, Proficiency in Python and SQL, Experience with Hugging Face, TensorFlow, and Keras, Knowledge of LLM fine-tuning and prompt engineering, Experience with GCP or AWS, Degree in Computer Science, Math, Statistics, or related field
Skills
PythonMachine LearningNLPLLMTensorFlowPyTorchSQLHugging Face
About the role
Responsibilities
- Design and implement statistical and machine learning models including regression, classification, and clustering
- Develop and maintain enterprise-grade data pipelines to support state-of-the-art AI/ML models
- Specialize in Large Language Model (LLM) development, including fine-tuning, prompt engineering, and embedding optimization
- Create NLP solutions for text classification, sentiment analysis, and topic modeling
- Build robust data preprocessing pipelines to handle missing values, outliers, and feature scaling
- Collaborate with AI/ML engineers, product teams, and stakeholders to derive actionable insights from complex healthcare datasets
- Research and apply LLM optimization techniques such as quantization, pruning, and knowledge distillation
Requirements
- 5+ years of professional experience in data science, analytics, or related fields
- 3+ years of hands-on experience in Machine Learning (ML) and Natural Language Processing (NLP)
- Proficiency in Python and SQL
- Extensive experience with Hugging Face, TensorFlow, and Keras
- Strong expertise in Large Language Models (LLMs) and Generative AI (GAI)
- Experience with cloud platforms such as GCP or AWS
- Degree in Computer Science, Mathematics, Statistics, or a related field (Ph.D. preferred)
Preferred Qualifications
- Proven expertise in healthcare data analytics and understanding of US healthcare systems
- Experience with PyTorch and Apache Spark
- Experience implementing information retrieval systems at scale, including semantic search using embeddings
Benefits
- Extensive focus on learning and development
- Inspiring culture built on innovation and creativity
- Holistic well-being programs
- Comprehensive range of rewards and recognitions
- Competitive health and medical insurance coverage
- Best-in-class amenities and workspaces
About the Company
Carelon Global Solutions is a healthcare solutions company dedicated to simplifying complex operational processes to improve the health of the healthcare system. As a subsidiary of Elevance Health, we leverage a global team of innovators to enable scalable, next-generation platforms and specialized digital tools that make healthcare operations more effective and efficient.
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Carelon Global Solutions · Bengaluru
