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Data Science Consultant
1 month ago
About the Role
We are seeking a highly skilled Data Science Consultant to join our team at EPAM. As a Data Science Consultant, you will work closely with clients to understand their business challenges, design and implement data-driven solutions, and provide actionable insights that drive business value.
Responsibilities
- Support clients with the definition and implementation of their AI strategy
- Implement and oversee AI governance frameworks, focusing on regulatory compliance and ethical AI principles
- Ideate, design, and implement new AI-enabled products
- Lead the process of taking AI/ML models from development to production, ensuring robust MLOps practices
- Monitor and manage model performance, including addressing issues related to explainability, data drift, and model drift
- Engage with senior executives, effectively communicating AI opportunities, risks, and strategies in accessible terms
- Collaborate with legal teams to navigate AI regulatory risks, particularly in the context of the EU AI regulatory framework
- Maintain up-to-date knowledge of industry trends, emerging technologies, and regulatory changes impacting AI/ML
- Support pre-sales activities, including client presentations, demos, and RFP/RFI responses
Requirements
- Bachelor's or Master's degree in Data Science, Computer Science, Statistics, Mathematics, Physics, or a related field
- 2+ years of experience in data science, analytics, or related roles within the IT consulting and services industry
- Strong communication skills, comfortable presenting to senior business leaders
- Deep understanding of LLMs, their strengths, and their limitations
- Deep understanding of RAG-based solution approaches
- Proven experience as a data scientist with exposure to AI/ML governance and responsible AI practices
- Strong understanding of ML Ops principles and experience in model deployment and management
- Ability to articulate complex AI risks and strategies to non-technical stakeholders, including senior executives
- Expertise in identifying and mitigating bias in AI/ML models
- Proficiency in Python and familiarity with AI/ML tools and platforms such as Azure, AWS, GCP, Databricks, MLFlow, Airflow, Plotly Dash, and Streamlit
About EPAM
EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to continuously learn and grow.