Senior Data Scientist
Hybrid in India: Rajasthan, Jaipur, India: Madhya Pradesh, Indore
Data Science
& 5 others
India: Rajasthan, Jaipur
We are seeking a highly skilled and experienced Senior Data Scientist to join our innovative team and drive advancements in data science and artificial intelligence technologies. You will focus on pushing the boundaries of Generative AI and implementing Natural Language Processing solutions while leveraging your proficiency in Python and large language models.
Responsibilities
- Develop and optimize LLM-based Generative AI applications, including prompt engineering and innovative workflows
- Design and implement advanced Natural Language Processing solutions customized to business needs
- Apply Python programming to build scalable and robust data science models and applications
- Integrate and customize LLM orchestration frameworks like Langchain, Llama-index, or similar technologies
- Conduct exploratory data analysis and topic modeling using BERTopic or equivalent tools to extract insights
- Collaborate with cross-functional teams to integrate AI solutions into business processes and showcase their impact
- Ensure compliance with AI ethics and responsible AI principles in all development efforts
- Evaluate emerging data science and AI technologies to integrate cutting-edge solutions into projects
- Present findings and recommendations to stakeholders in clear, actionable formats
Requirements
- A minimum of 3 years in data science and advanced analytics roles
- Proficiency in Natural Language Processing, Python, and Generative AI
- Expertise in Large Language Models (e.g., GPT) and associated application design
- Familiarity with LLM orchestration frameworks like Langchain or Llama-index and Python libraries such as HuggingFace
- Background in topic modeling techniques with an understanding of core Natural Language Processing algorithms
- Showcase of implementing and deploying Generative AI solutions in production settings
- Capability to translate complex technical concepts into business-oriented solutions
- Commitment to ethical AI practices and adherence to responsible AI principles
- Strong problem-solving skills and flexibility to use diverse analytical methodologies
- Excellent English communication skills with at least a B2 proficiency level
Nice to have
- Knowledge of constructing LLM-based applications with frameworks like Langchain or Llama-index
- Skills in applying AI ethics and responsible AI practices
- Familiarity with advanced topic modeling tools, including BERTopic and related methodologies
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