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Senior Machine Learning Engineer Armenia or Remote

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Senior Machine Learning Engineer Description

Job #: 74061

DESCRIPTION


We are looking for a Senior Machine Learning Engineer who will design and implement standardized processes and technology capabilities for ML systems. If you are experienced in defining strategies and tools – we have a hire-to-train offering for you.
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What You’ll Do

  • Collaborate with the Data Science team and analyze their work from an ML engineering point of view
  • Create a roadmap to bring ML artefacts to life
  • Participate in the code review process
  • Design and build reproducible ML pipeline end to end
  • Analyze and communicate model performance
  • Write reliable code that other software engineers can extend
  • Stay up to date with current frameworks and suggest new ones
  • Build a framework (coordination between teams, DevOps, Data Engineers, QA, MLE, DS)

What You Have

  • Expertise in Python and its ecosystem
  • Familiarity with ML, software engineering and distributed computing basics
  • Background in DBMS and different data models (relational, columnar, document, etc.)
  • Competency in building HTTP-based APIs for distributed systems
  • Flexibility to use such machine learning tools as Pandas, Numpy, Scikit-Learn, TensorFlow, PyTorch, DeepAR, Prophet, Catboost, XGBoost, Spark, PySpark and such tasks as Time Series forecasting, Computer Vision, Recommendation Systems

Nice to have

  • Understanding how web applications are created and organized
  • Experience with continuous integration and development

We offer

  • Outstanding career development opportunities with a transparent roadmap to accelerate your journey
  • Knowledge sharing within the community of 61,600+ industry’s top professionals worldwide
  • Various opportunities for self-development: hard & soft skills internal training courses, mentoring programs, and unlimited access to 8,000+ LinkedIn Learning courses
  • Free English classes with certified teachers
  • Relocation opportunities within our offices in 45+ countries
  • Bonuses for participating in the referral program
  • Friendly team, enjoyable working environment, and flexible working schedule
  • Medical & family care programs, wellness & fitness programs, corporate and social events
  • Participation in the Employee Stock Purchase Plan

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, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to numerous innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to learn and grow continuously. No matter where you are located, you will join a dedicated, creative, and diverse community to help you discover your fullest potential

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