Senior Data Science Professional

5 days ago


San Francisco, California, United States EPAM Full time

Job Summary

We are seeking a Senior Machine Learning Engineer to join our team. The ideal candidate will have extensive experience working with machine learning, including running ML models on devices such as TensorFlow & TensorFlow Lite. In addition, they should have a strong understanding of database engineering, data modeling, and software development practices.

Key Responsibilities

  • Develop and optimize data models and pipelines using Python and relevant data processing frameworks.
  • Engage in data analysis to derive insights and make data-driven decisions.
  • Implement basic machine learning models to enhance data functionality and value.
  • Contribute to the development and maintenance of on-device ML applications.
  • Participate in problem-solving activities by leveraging SQL, Python, and data engineering competencies.

Requirements

  • Strong understanding of database engineering, data modeling, and software development practices.
  • Extensive experience working with machine learning, including running ML models on devices such as TensorFlow & TensorFlow Lite.
  • Expert in the machine learning pipeline and data management process.
  • Ability to debug and modify existing machine learning models within a company's ecosystem.
  • Comfortable with machine learning model building, training, testing, and deployment.
  • Hands-on experience with utilizing Python for data manipulation and exposure to LeetCode-style problems.
  • Proficient in data analysis and the Pandas library for Python.
  • Highly skilled in SQL for data management and analysis.
  • History working with data fetching, data processing, and preparation for machine learning tasks.
  • Familiar with AWS for data preprocessing and running ML models as well as the broader big data ecosystem and cloud services.

We Offer

  • Medical, dental, and vision insurance (subsidized).
  • Health savings account.
  • Flexible spending accounts (healthcare, dependent care, commuter).
  • Short-term and long-term disability (company provided).
  • Life and AD&D insurance (company provided).
  • Employee assistance program.
  • Unlimited access to LinkedIn learning solutions.
  • Matched 401(k) retirement savings plan.
  • Paid time off.
  • Legal plan and identity theft protection.
  • Accident insurance.
  • Employee discounts.
  • Pet insurance.
  • Employee stock purchase program.

About EPAM

EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, employees, and communities. We embrace a dynamic and inclusive culture. As a Senior Machine Learning Engineer at EPAM, you will collaborate with multinational teams, contribute to innovative projects, and have opportunities to continuously learn and grow.



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