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Machine Learning Engineer

Company: EPAM Systems, Inc.
Location: newark
Posted on: May 3, 2021

Job Description:

EPAM is committed to providing our global team of more than 41,150 EPAMers with inspiring careers from day one. EPAMers think creatively and lead with passion and honesty. Our people are the source of our success. We value collaboration, work in partnership with our customers, and strive for the highest standards of excellence. In todays market conditions, were supporting operations for hundreds of clients around the world remotely. No matter where you are located, youll join a dedicated, diverse community that will help you discover your fullest potential.

Description
You are curious, persistent, logical and clever a true techie at heart. You enjoy living by the code of your craft and developing elegant solutions for complex problems. If this sounds like you, this could be the perfect opportunity to join EPAM as a Senior Machine Learning Engineer . Scroll down to learn more about the positions responsibilities and requirements.

REQ #: 209507690 What Youll Do
  • Strong computer science fundamentals such as algorithms, data structures, multithreading, object-oriented development, distributed applications, client-server architecture
  • Design and implement Machine learning models and data ingestion pipelines
  • Develop and support a platform that enables data scientists to rapidly develop, train, and experiment with machine learning models
  • Expand and optimize data pipelines, data flow, and collection for cross functional teams
  • Create and maintain optimal data pipeline architecture by assembling large, complex data sets to meet functional and non-functional business requirements
  • Identify and implement internal process improvements including automating manual processes, optimizing data delivery, and redesigning infrastructure for greater scalability
  • Support the building of machine learning, data platforms, and infrastructure required for optimal data extraction, transformations, and loading of data from a wide variety of data sources
  • Work with architecture, data, and design teams to assist with data related technical issues and support data infrastructure needs
  • Implement Machine Learning (ML) and Big Data platforms in Hybrid and multi-cloud environment
Requirements
  • Bachelor's degree in computer science, data science, mathematics, or a related field. Masters degree preferred
  • At least two years' experience as a machine learning engineer
  • Advanced proficiency with Python framework, Java and Scala
  • Extensive knowledge of ML frameworks, libraries, data structures, data modeling, and software architecture
  • Good understanding of mathematics, statistics, and algorithms
  • Excellent analytical and problem-solving abilities
  • Great communication and collaboration skills
  • Python (Most Important)
  • Scala
  • JAVA
  • Hadoop
Nice to have
  • Containers Tech knowledge, Models Creation experience, Experience with moving apps to AWS, AWS Experience, Data Warehousing, Data Stor, Data Cleansing, Data Ingestion
What 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

Keywords: EPAM Systems, Inc., Newark , Machine Learning Engineer, Other , newark, New Jersey

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