305 King St W
Suite 1100
Kitchener, ON N2G 1B9
Canada
Lead Machine Learning Engineer Yerevan, Armenia or Remote
Lead Machine Learning Engineer Description
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.
#LI-DNI#top-vacancies-10-AM#LI-XS2
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.
