Senior Machine Learning Engineer

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.
This is a fully remote position that offers you the flexibility to work from any location in Armenia, whether it's your home or well-equipped offices in Yerevan or Gyumri.

#LI-DNI

Responsibilities

• 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)

Requirements

• Expertise in Python and its ecosystem
• Familiarity with ML, software engineering and distributed computing basics
• Production 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 withcontinuous integrationand development

We offer

• We connect like-minded people:
  • Delivering innovative solutions to industry leaders, making a global impact
  • Enjoyable working environment, whether it is the vibrant office or the comfort of your home
  • Opportunity to work abroad for up to two months per year
  • Relocation opportunities within our offices in 55+ countries
  • Corporate and social events
• We invest in your growth:
  • Leadership development, career advising, soft skills and well-being programs
  • Certifications, including GCP, Azure and AWS
  • Unlimited access to LinkedIn Learning, Get Abstract and O'ReillyFree
  • English classes with certified teachers
• We cover it all:
  • Participation in the Employee Stock Purchase Plan
  • Monetary bonuses for engaging in the referral program
  • Comprehensive medical & family care package
  • Four trust days per year for personal needs
  • Discounts for fitness clubs
  • Benefits package (hotels, restaurants, stores and services)

EPAM Armenia is a team of talented innovators united by a passion for technology. In 2014, we opened our first office in Yerevan, and now we have a second engineering hub in Gyumri. We've built a continuously learning organization that helps its employees rapidly advance their careers. Here you will work with the world's industry leaders, support impactful projects using the latest technologies, collaborate with multi-national teams, and have access to a wide variety of development opportunities.