This role involves a blend of data science and engineering tasks, such as developing, fine-tuning, and deploying LLM-based solutions. The incumbent will leverage their expertise in AI, LLMs, and data science to create, optimize, and implement LLM models in real-world applications.
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Responsibilities
- Conduct experiments, build RAG PoCs, and implement LLMs in production environments
- Evaluate LLM performance, develop robust prompts, and fine-tune models for specific business contexts
- Ensure scalability, reliability, and maintainability of LLM models through MLOps practices
- Work effectively in a Scrum team and document experiments, solutions, and methodologies
- Identify business needs, propose LLM-based solutions, and automate deployment, monitoring, and retraining processes
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- Proficiency in LLM models, RAG architecture, prompt techniques, LLM frameworks, similarity search, vector databases, fine-tuning techniques, and evaluation metrics
- At least 3 years of experience in end-to-end LLM implementation
- Basic Python programming, Scrum experience, and strong communication skills
- A business-oriented mindset to understand and address business needs through LLM solutions
- Docker, Docker-Compose, Azure, and MLOps experience
- Experience in LLM app or CoPilot development
- By choosing EPAM, you're getting a job at one of the most loved workplaces according to Newsweek 2021 & 2022&2023
- Employee ideas are the main driver of our business. We have a very supportive environment where your voice matters
- You will be challenged while working side-by-side with the best talent globally. We work with top-notch technologies, constantly seeking new industry trends and best practices
- We offer a transparent career path and an individual roadmap to engineer your future & accelerate your journey
- At EPAM, you can find vast opportunities for self-development: online courses and libraries, mentoring programs, partial grants of certification, and experience exchange with colleagues around the world. You will learn, contribute, and grow with us
- EPAM is a leader in the fastest-growing segment (product development/digital platform engineering) of the IT industry. We acquired Just-BI in 2021 to reinforce our leading position as a global Business Intelligence services provider and have been growing rapidly. With a talented multinational team, we provide data and analytics expertise
- We are currently involved in end-to-end BI design and implementation projects in major national and international companies. We are proud of our entrepreneurial start-up culture and are focused on investing in people by creating continuous learning and development opportunities for our employees who deliver engineering excellence for our clients