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Lead Data Scientist

Role overview

Qualifications

  • A Bachelor's or Master's degree in Statistics, Mathematics, Econometrics, Computer Science, or a closely related area
  • At least 5 years of applicable background in Data Science or comparable fields
  • A minimum of one year spent leading and managing development teams
  • Deep knowledge applying diverse ML approaches, including NLP and LLMs

Responsibilities

  • Guide strategic thinking and critical decision-making tied to customer friction issues
  • Keep pace with the rapidly shifting NLP and LLM field
  • Construct and launch measurement systems, machine learning models, and NLP/LLM tools
  • Conceive, define scope for, and spearhead impactful projects

Key facts

Hard skills

Other skills

  • Decision Making
  • Communication

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

Our team is seeking a Lead Data Scientist to join our organization. In this position, you'll apply NLP/LLM techniques alongside broader data science approaches to pinpoint sources of customer friction buried within massive text datasets, while developing tools that speed up friction detection and product enhancement. The ideal candidate brings sharp business judgment, ease operating alongside senior executives, deep statistical knowledge, strong NLP/LLM capabilities, and a track record of working across multiple functional teams Responsibilities Guide strategic thinking and critical decision-making tied to customer friction issues by merging solid business understanding with sophisticated data science approaches Keep pace with the rapidly shifting NLP and LLM field, incorporating cutting-edge research methods into practical business applications Construct and launch measurement systems, machine learning models, and NLP/LLM tools designed to fuel customer growth and sharpen product quality Conceive, define scope for, and spearhead impactful projects through tight collaboration with Operations, Engineering, Program Management, and Product Management Help build a thriving Data Science culture by conducting technical training sessions, encouraging ongoing skill development, and guiding other Data Scientists on the team Requirements A Bachelor's or Master's degree in Statistics, Mathematics, Econometrics, Computer Science, or a closely related area At least 5 years of applicable background in Data Science or comparable fields A minimum of one year spent leading and managing development teams Deep knowledge applying diverse ML approaches, including NLP and LLMs, to address business challenges, paired with sound instincts for selecting the right method for the right problem Background overseeing ML projects in their entirety, spanning deployment through continuous monitoring Advanced SQL skills, complemented by strong capability in another data science language such as Python or R Consistently high standards for deliverable quality, while remaining pragmatic about balancing speed of delivery against future refinement Capacity to break down intricate technical ideas for a range of audiences and build persuasive narratives aimed at non-technical stakeholders Skilled with visualization platforms such as Streamlit, Tableau, or R Shiny, as well as libraries including matplotlib and bokeh Upper-intermediate English language skills or higher (B2) Nice to have Background working with Amazon SageMaker, Apache Kafka, and Databricks to construct and manage machine learning and data pipeline infrastructure Exposure to NLP preprocessing methods used to ready text data for modeling and analysis Strong capability with libraries such as Pandas, NumPy, and Scikit-learn for data handling and model building

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