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Data Scientist (LLM)

Remote:

Full Remote

Contract:

Full time

Work from:

Malaysia

Offer summary

Qualifications:

Bachelor's degree in Computer Science or equivalent, Strong proficiency in Python programming, Expertise in LLMs and VLMs, Knowledge of RAG and prompt engineering techniques, Experience with Docker and cloud platforms.

Key responsabilities:

Design and implement LLM models for business needs
Integrate LLMs into applications using tools
Perform data analysis to derive insights
Collaborate with teams to embed LLM solutions
Maintain documentation and monitor model performance

EPAM Systems Information Technology & Services XLarge https://www.epam.com/

10001 Employees

See more EPAM Systems offers

Job description

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.

Responsibilities

Design, implement, and refine LLM models to align with specific business needs
Integrate LLMs into applications using the latest tools and frameworks
Perform in-depth data analysis to derive insights and guide project direction
Collaborate with cross-functional teams to embed LLM solutions into business operations
Develop and test LLM prompts or solutions to assess performance, effectiveness, hallucination, and stability
Ensure efficient deployment and maintenance of LLM models, monitoring performance and making necessary adjustments
Stay informed about industry trends and technologies to improve LLM practices
Maintain detailed documentation of methodologies and processes
Share LLM expertise with the team and clients

Requirements

Bachelor's degree in Computer Science, Data Science, or a related field, or equivalent practical experience
Strong Python programming proficiency
Expertise in Large Language Models (LLMs) and Vision Language Models (VLMs)
Deep understanding of Retrieval Augmented Generation (RAG) and its variants
Proficiency in prompt engineering techniques and LLM application frameworks (LangChain, LlamaIndex)
Solid grasp of similarity search algorithms and vector databases
Knowledge of LLM fine-tuning, evaluation metrics, and experiment tracking tools
Strong data science, software engineering, and problem-solving skills
Experience with Docker, cloud platforms (Azure, GCP, AWS), and MLOps

We offer

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

Life at EPAM

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