Senior Data Scientist
Hybrid in India: Rajasthan, Jaipur, India: Madhya Pradesh, Indore
Data Science
& 5 others
India: Rajasthan, Jaipur
We are seeking a highly knowledgeable and experienced Senior Data Scientist to join our forward-thinking team and accelerate innovation through advanced data science and artificial intelligence techniques. You will have a pivotal role in developing Generative AI technologies and Natural Language Processing solutions, applying your proficiency in Python and large language models.
Responsibilities
- Advance LLM-based Generative AI applications through prompt engineering and the creation of efficient workflows
- Develop specialized Natural Language Processing solutions tailored to organizational goals
- Utilize Python programming to construct scalable and reliable data science models and systems
- Customize and implement LLM orchestration frameworks, including Langchain, Llama-index, or similar tools
- Perform exploratory data analysis and apply topic modeling techniques, such as BERTopic, to extract actionable insights
- Collaborate with diverse teams to integrate AI solutions into existing business operations and measure their effectiveness
- Uphold principles of AI ethics and foster responsible AI methodologies throughout development
- Identify and analyze emerging AI and data science technologies to adopt innovative approaches
- Communicate findings and technical insights to stakeholders in a concise and actionable format
Requirements
- At least 3 years of professional experience in data science or advanced analytics roles
- Proficiency in Natural Language Processing, Python, and Generative AI technologies
- Expertise in working with Large Language Models (e.g., GPT) and related development applications
- Familiarity with LLM orchestration frameworks like Langchain or Llama-index and Python libraries such as HuggingFace
- Background in applying topic modeling techniques and understanding fundamental NLP algorithms
- Showcase of implementing and deploying Generative AI solutions in operational environments
- Capability to convey technical details and translate them into business solutions
- Dedication to embedding responsible AI practices and upholding ethical standards
- Competency in problem-solving with flexibility to leverage multiple analytical methods
- Strong communication skills in English, meeting a minimum proficiency level of B2
Nice to have
- Knowledge of LLM-based application development using tools like Langchain or Llama-index
- Understanding of AI ethics principles and responsible implementation approaches
- Familiarity with advanced topic modeling methodologies, including BERTopic and similar tools
- Qualifications in orchestrating and managing LLM pipelines and workflows
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