Bangalore, Karnataka, India
Information Technology
Full-Time
eka.care
Overview
About The Role
We are seeking a highly skilled and passionate Senior Data Scientist to join our growing AI/ML team.
In this role, you will play a crucial part in developing cutting-edge AI solutions within the healthcare domain.
Responsibilities
You will focus on building and refining sophisticated Large Language Models (LLMs) to address critical challenges and improve healthcare Responsibilities :
We are seeking a highly skilled and passionate Senior Data Scientist to join our growing AI/ML team.
In this role, you will play a crucial part in developing cutting-edge AI solutions within the healthcare domain.
Responsibilities
You will focus on building and refining sophisticated Large Language Models (LLMs) to address critical challenges and improve healthcare Responsibilities :
- Develop and refine LLMs tailored for specific healthcare applications (e.g, medical diagnosis, drug discovery, patient care).
- Design and implement robust data pipelines for collecting, cleaning, and preparing high-quality healthcare datasets for LLM training.
- Conduct thorough experimentation with different LLM architectures, hyperparameters, and training techniques.
- Fine-tune pre-trained LLMs on specific healthcare tasks and datasets.
- Implement techniques for improving LLM performance, such as prompt engineering, few-shot learning, and reinforcement learning.
- Develop and implement rigorous evaluation metrics to assess the performance of LLMs on various healthcare tasks.
- Conduct thorough model validation and testing to ensure accuracy, reliability, and safety.
- Monitor model performance in production and identify areas for improvement.
- Stay abreast of the latest advancements in LLM research and development.
- Explore and implement cutting-edge techniques in natural language processing (NLP) and machine learning.
- Conduct research and development on novel applications of LLMs in the healthcare domain.
- Collaborate effectively with data engineers, clinicians, researchers, and other stakeholders.
- Clearly communicate complex technical concepts to both technical and non-technical audiences.
- Present research findings and project updates to team members and :
- Master's or Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, or a related field.
- 3+ years of experience in developing and deploying machine learning models, with a strong focus on NLP and deep learning.
- Proven experience in building and fine-tuning large language models.
- Strong proficiency in Python and experience with deep learning frameworks (e.g, TensorFlow, PyTorch).
- Experience with data preprocessing, feature engineering, and model evaluation techniques.
- Excellent analytical and problem-solving skills.
- Strong communication and interpersonal skills
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