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Senior Data Scientist

Role overview

Qualifications

  • Bachelor's or Master's degree in Statistics, Mathematics, Econometrics, Computer Science, or a related field
  • A minimum of 3 years of relevant experience in Data Science or related disciplines
  • Expertise applying a broad range of ML methods, including NLP and LLMs
  • Strong command of SQL, along with high proficiency in another data science programming language such as Python or R

Responsibilities

  • Shape strategic direction and key decisions related to customer friction by combining strong business acumen with advanced data science techniques
  • Stay closely attuned to the fast-moving LLM and NLP landscape, applying emerging research methods to real-world use cases
  • Build and deploy measurement frameworks, machine learning models, and NLP/LLM tooling that accelerate customer growth and enhance product quality
  • Envision, scope, and lead high-impact initiatives in close collaboration with Operations, Engineering, Program Management, and Product Management

Key facts

Hard skills

Other skills

  • Business Acumen
  • Communication
  • Mentorship

About the company

EPAM Systems logo

EPAM Systems

  • IT Services & Consulting
  • XLarge
  • 10,001+
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.

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Job description

We are looking for a Senior Data Scientist to join our team. This role leverages NLP/LLM and data science methods to identify customer friction in large volumes of text data and build tools and solutions that help us detect friction faster and improve our products faster. We're looking for someone with superb business instincts, comfort with executive stakeholders, proficiency in statistical analyses, expertise in NLP/LLM, and experience partnering with cross-functional teams Responsibilities Shape strategic direction and key decisions related to customer friction by combining strong business acumen with advanced data science techniques Stay closely attuned to the fast-moving LLM and NLP landscape, applying emerging research methods to real-world use cases Build and deploy measurement frameworks, machine learning models, and NLP/LLM tooling that accelerate customer growth and enhance product quality Envision, scope, and lead high-impact initiatives in close collaboration with Operations, Engineering, Program Management, and Product Management Cultivate a strong Data Science culture by delivering technical training, promoting continuous learning, and mentoring fellow Data Scientists on the team Requirements Bachelor's or Master's degree in Statistics, Mathematics, Econometrics, Computer Science, or a related field A minimum of 3 years of relevant experience in Data Science or related disciplines Expertise applying a broad range of ML methods, including NLP and LLMs, to solve business problems, along with strong judgment on when and how to apply them Experience managing ML projects from end to end, including deployment and ongoing monitoring Strong command of SQL, along with high proficiency in another data science programming language such as Python or R A high standard for output quality, balanced with the practical judgment to weigh "available now" against "perfected later" Ability to explain complex technical concepts clearly to varied audiences and craft compelling narratives for non-technical stakeholders Proficiency with visualization tools such as Streamlit, Tableau, or R Shiny, along with libraries like matplotlib and bokeh Upper-intermediate English language skills or higher (B2) Nice to have Experience with Amazon SageMaker, Apache Kafka, and Databricks for building and managing machine learning and data pipelines Familiarity with NLP preprocessing techniques for preparing text data for analysis and modeling Expertise with libraries such as Pandas, NumPy, and Scikit-learn for data manipulation and model development

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