Lead Machine Learning Engineer Remote in Kazakhstan

What You’ll Do

• 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

What You Have

• 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
• 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 50+ 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 
  
  • Discounts in local language schools, including online courses for the Kazakh language
• We cover it all:
  • Participation in the Employee Stock Purchase Plan 
  • Monetary bonuses for engaging in the referral program 
  • Comprehensive medical & family care package   
  • Six trust days per year (sick leave without a medical certificate)   
  • Coverage of psychology sessions of your choice
  • Discounts for fitness clubs and sports programs
  • Benefits package (hotels, tech stores, food delivery)

About EPAM

• EPAM Kazakhstan is a team of technologists and innovators united by a passion for technology. Today, we operate across all cities with offices in Astana, Almaty, and Karaganda and work with the world's leading companies from different industries. In 2023, EPAM Kazakhstan received the Export Excellence Award at the esteemed Digital Bridge Awards, showcasing our commitment to excellence and innovation