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Lead Data Scientist - job post

EPAM Systems, Inc.
3.8 de 5 estrellas
Home Office (Desde casa)

Beneficios

Obtenidos de la descripción completa del empleo

  • Plan de adquisición de acciones empresariales

Descripción completa del empleo

We are looking for a Lead Data Scientist to advance regression and classification models by refining problem definitions, enhancing model architectures, and optimizing features and hyperparameters using AWS SageMaker and GenAI. You will work closely with clients to deliver robust, scalable AI/ML solutions and apply best practices to drive innovation and performance. Join us to lead impactful projects and apply your deep expertise in data science.

Responsibilities

  • Evaluate and reformulate problem statements to ensure alignment with client business goals and data specifics
  • Enhance and optimize regression and classification model structures using AWS SageMaker and GenAI approaches
  • Drive feature engineering initiatives to boost the quality of inputs and predictive capabilities
  • Perform hyperparameter tuning leveraging AWS SageMaker and native AWS tools to elevate model effectiveness
  • Partner with client teams to pinpoint and execute enhancements in data workflows and model training
  • Implement AWS Well-Architected Framework guidelines emphasizing security, reliability, efficiency, and operational excellence
  • Maintain thorough documentation of model development, feature engineering methods, and hyperparameter tuning outcomes for easy reference and knowledge sharing

Requirements

  • Advanced proficiency in AWS SageMaker with 5+ years of experience
  • Proficient understanding of Generative AI, including advisory, strategy, operations, and large language models
  • Extensive background in developing regression and classification models
  • Skilled in feature engineering and hyperparameter tuning methods
  • Effective collaboration skills with client stakeholders
  • Strong analytical thinking and problem-solving capabilities
  • Upper-Intermediate command of English (B2 level)

We offer

  • Career plan and real growth opportunities
  • Unlimited access to LinkedIn learning solutions
  • Constant training, mentoring, online corporate courses, eLearning and more
  • English classes with a certified teacher
  • Support for employee’s initiatives (Algorithms club, toastmasters, agile club and more)
  • Enjoyable working environment (Gaming room, napping area, amenities, events, sport teams and more)
  • Flexible work schedule and dress code
  • Collaborate in a multicultural environment and share best practices from around the globe
  • Hired directly by EPAM & 100% under payroll
  • Law benefits (IMSS, INFONAVIT, 25% vacation bonus)
  • Major medical expenses insurance: Life, Major medical expenses with dental & visual coverage (for the employee and direct family members)
  • 13 % employee savings fund, capped to the law limit
  • Grocery coupons
  • 30 days December bonus
  • Employee Stock Purchase Plan
  • 12 vacations days
  • Official Mexican holidays, plus 5 extra holidays (Maundry Thursday and Friday, November 2nd, December 24th & 31st)
  • Monthly non-taxable amount for the electricity and internet bills

EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to continuously learn and grow. No matter where you are located, you will join a dedicated, creative, and diverse community that will help you discover your fullest potential.

By applying to our role, you are agreeing that your personal data may be used as in set out in EPAM´s Privacy Notice and Policy.

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