Lead Data Scientist
Hybrid in India: Madhya Pradesh, Indore, India: Rajasthan, Jaipur
Data Science
& 3 others
India: Madhya Pradesh, Indore
We are seeking a dynamic and experienced Lead Data Scientist to drive innovative solutions using cutting-edge technologies, including NLP, generative AI, and large language models (LLMs).
This role will play a pivotal part in shaping the organization's data strategy, with a focus on life sciences and healthcare applications.
Responsibilities
- Lead the design, development, and deployment of LLM-based generative AI applications tailored to real-world challenges
- Collaborate with cross-functional teams to integrate and operationalize prompt engineering best practices and advanced NLP techniques
- Leverage experience in developing LLM orchestration frameworks like Langchain or Llama-index to improve model performance and reliability
- Guide topic modeling initiatives, including the application of BERTopic, to derive actionable insights from unstructured data
- Implement Responsible AI principles, ensuring AI applications adhere to ethical standards and regulatory requirements
- Identify opportunities within the life sciences and healthcare sectors to apply generative AI solutions effectively
- Mentor and provide technical leadership to junior data scientists, fostering a culture of innovation and excellence
- Stay updated with advancements in NLP, generative AI, and responsible AI to maintain the organization’s technological edge
Requirements
- At least 5 years of hands-on experience in data science, with expertise in Python, natural language processing, and generative AI
- Proficiency in leveraging large language models and applying prompt engineering for enterprise applications
- Familiarity with LLM orchestration frameworks like Langchain, Llama-index, or HuggingFace
- Background in topic modeling, including practical use of BERTopic for advanced data analysis
- Strong understanding of AI ethics and Responsible AI in regulated industries like life sciences and healthcare
Nice to have
- Expertise in designing LLM-based solutions specifically for healthcare or life sciences applications
- Skills in integrating AI-driven systems into existing workflows in regulated industries
- Familiarity with experimental or emerging approaches in explainable AI or LLM interpretability
Benefits
- International projects with top brands
- Work with global teams of highly skilled, diverse peers
- Healthcare benefits
- Employee financial programs
- Paid time off and sick leave
- Upskilling, reskilling and certification courses
- Unlimited access to the LinkedIn Learning library and 22,000+ courses
- Global career opportunities
- Volunteer and community involvement opportunities
- Opportunity to join and participate in life of EPAM's Employee Resource Groups
- EPAM Employee Groups
- Award-winning culture recognized by Glassdoor, Newsweek and LinkedIn