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Lead Machine Learning Engineer

AT EPAM Systems
EPAM Systems

Lead Machine Learning Engineer

Yerevan, Armenia

Are you ready to redefine technological innovation as a Lead Machine Learning Engineer?
We are looking for a motivated professional with a robust machine learning and data engineering background prepared to develop and implement transformative solutions. In this role, you will work alongside diverse teams to engineer strategic solutions beyond traditional machine-learning boundaries. If you thrive on solving complex problems and aspire to make a significant impact, we invite you to apply and join us.
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.

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Responsibilities
  • Lead and contribute to ML pipeline design, development, and operating lifecycle based on best practices
  • Develop and deploy complex AI/ML solutions on cloud infrastructure using ML engineering and MLOps workflows and tools capable of scaling in response to evolving business and technical needs
  • Create infrastructure and architecture diagrams
  • Collaborate with data scientists and engineering team to optimize ML pipeline performance
  • Allocate tasks to junior ML engineers and ensure task completion
  • Improve coding practices, support code reviews and introduce best practices for model management
  • Provide thought leadership in terms of new technologies and tools, suggest improvements
  • Support the interview process to hire junior and senior ML engineers
Requirements
  • Production experience in AI/ML engineering and leadership
  • Proficiency in machine learning model development
  • Understanding of best practices in software engineering, data management, testing and deployment
  • Expertise in building scalable, reliable and maintainable ML systems
  • Strong communication and interpersonal skills to liaise with senior business stakeholders, clients and team members
  • Ability to work in a fast-paced, deadline-driven environment, mentor junior team members and provide technical leadership
  • Strong knowledge of Python development
  • Familiarity with cloud-native services: GCP, AWS, Azure
  • Production experience with some of the MLOps-related platforms/technologies such as AWS SageMaker, Azure ML, GCP Vertex AI / AI Platform, Databricks MLFlow, Kubeflow, Airflow, TensorFlow Extended
Nice to have
  • Competency in the Apache Spark Ecosystem
  • Expertise in LLM/GenAI
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, O'Reilly, Cloud Guru
    • Free 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.

Client-provided location(s): Yerevan, Armenia
Job ID: EPAM-epamgdo_blt5996a52abe29e05c_en-us_Yerevan_Armenia
Employment Type: Other