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Senior Data Scientist

Role overview

Qualifications

  • Proficiency in Python programming with 3+ years of experience
  • Background in NLP and LLMs with 2-5 years including models such as BERT and GPT-3/4
  • Expertise in prompt engineering principles and techniques like chain of thought, in-context learning, and tree of thought
  • Strong analytical and problem-solving capabilities

Responsibilities

  • Craft, evolve, evaluate, and fine-tune AI-generated text prompts for maximum efficacy
  • Facilitate the smooth integration of optimized prompts within the product or system
  • Assess prompt efficacy using metrics and user feedback, persistently testing and analyzing
  • Collaborate closely with interdisciplinary teams to ensure prompt alignment with business targets

Key facts

Hard skills

Other skills

  • Analytical Skills
  • Problem Solving
  • Communication

About the company

EPAM Systems logo

EPAM Systems

IT Services & IT Consulting

Since 1993, EPAM Systems, Inc. (NYSE: EPAM) has used its software engineering expertise to become a leading global provider of digital engineering, cloud and AI-enabled transformation services, and a leading business and experience consulting partner for global enterprises and ambitious startups. We address our clients’ transformation challenges by fusing EPAM Continuum’s integrated strategy, experience and technology consulting with our 30+ years of engineering execution to speed our clients’ time to market and drive greater value from their innovations and digital investments. We make GenAI real with our AI LLM orchestration, testing and engineering solutions, EPAM DIAL, EPAM EliteA™ and EPAM AI/RUN™, respectively. We deliver globally, but engage locally with our expert teams of consultants, architects, designers and engineers, making the future real for our clients, our partners and our people around the world. We believe the right solutions are the ones that improve people’s lives and fuel competitive advantage for our clients across diverse industries. Our thinking comes to life in the experiences, products and platforms we design and bring to market. Added to the S&P 500 and the Forbes Global 2000 in 2021 and recognized by Glassdoor and Newsweek as a Top 100 Best Workplace, our multidisciplinary teams serve customers across six continents. We are proud to be among the top 15 companies in Information Technology Services in the Fortune 1000 and to be recognized as a leader in the IDC MarketScapes for Worldwide Experience Build Services, Worldwide Experience Design Services and Worldwide Software Engineering Services. Learn more at www.epam.com.

Company details

Company typeXLarge
IndustryIT Services & IT Consulting
Company size10001

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Job description

We are seeking a proficient Senior Data Science Engineer to become part of our team. Your role will be instrumental in advancing and adapting Language Models (LLMs) to meet diverse business objectives. You will put your knowledge of Python programming, AI/machine learning frameworks, NLP, and prompt engineering into action to craft, evolve, and enhance AI-generated text prompts. Responsibilities Craft, evolve, evaluate, and fine-tune AI-generated text prompts for maximum efficacy across various uses Facilitate the smooth integration of optimized prompts within the overall product or system, working alongside engineers for deployment in production settings Assess prompt efficacy using metrics and user feedback, persistently testing and analyzing for refinement and iterative improvements Collaborate closely with interdisciplinary teams to grasp requirements and ensure prompt alignment with business targets and user preferences Document the prompt engineering procedures and results, instruct teams on prompt optimization practices, and remain informed about recent AI developments Requirements Proficiency in Python programming with 3+ years of experience and skills in AI/machine learning frameworks like TensorFlow, PyTorch, and Keras Background in NLP and LLMs with 2-5 years including models such as BERT and GPT-3/4 Expertise in prompt engineering principles and techniques like chain of thought, in-context learning, and tree of thought Familiarity with Retrieval-Augmented Generation (RAG) Strong analytical and problem-solving capabilities with the ability to think critically, design effective prompts, analyze model performance, and troubleshoot issues Excellent communication skills, both verbal and written, essential for effective collaboration and documentation B2+ English level proficiency Nice to have Knowledge of Vector Databases Experience with LangChain

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MR

Marcus Rivera

Chief Revenue Officer

m.rivera@company.com
linkedin.com/in/marcusrivera
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