Lead Data Scientist
EPAM Systems
Descripcion del puesto
About the role
We are seeking a Lead Data Scientist to spearhead the design and delivery of AI‑powered chatbot solutions for specialized shopping assistant use cases. You will guide a multidisciplinary team, shape the technical roadmap, and ensure the chatbot meets high standards of reliability, ethics, and performance.
Key responsibilities
- Collaborate with product, analytics, and engineering teams to build and refine a shopping‑assistant chatbot.
- Develop and iterate prompt‑engineering strategies to improve conversational quality.
- Design LLM‑based agents that integrate with APIs, databases, and external tools via function calling.
- Apply model‑evaluation techniques to prevent hallucinations and safeguard reliability.
- Implement A/B testing frameworks to monitor and continuously enhance chatbot performance.
- Enforce Responsible AI and compliance guidelines throughout development.
- Conduct exploratory data analysis to extract insights and define data requirements for engineering.
- Advise cloud engineering on infrastructure needs for AI‑driven solutions.
Required profile
- Minimum 5 years of professional data‑science experience.
- At least 1 year of people‑management or team‑lead experience (team of 5+ FTEs).
- Deep expertise with Large Language Models, especially OpenAI APIs on Azure.
- Strong Python programming skills for AI workflow integration and optimization.
- Proven track record building AI agents that use function calling to interact with external systems.
- Familiarity with hallucination‑prevention techniques and Responsible AI best practices.
- Solid background in NLP and Conversational AI development.
- English proficiency at B2 level or higher, both written and spoken.
Required skills
- Python
- OpenAI APIs (Azure)
- Large Language Models (LLMs)
- Function calling for external tool integration
- Hallucination prevention techniques
- Responsible AI & compliance
- Natural Language Processing (NLP)
- Conversational AI
- A/B testing and experimentation
- Exploratory data analysis (EDA)
- Cloud services awareness (Azure)
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Publicado hace 1 mes
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