Lead Machine Learning Engineer

EPAM Systems

  • Казахстан
  • Постоянная работа
  • Полная занятость
  • 1 мес. назад
We are looking for a Lead Machine Learning Engineer who will design ML models with continuous training and build frameworks for data scientists.Apply for the vacancy if you are highly competent in creating and deploying production applications and data pipelines.This position offers remote setup with the flexibility to work from any location in Kazakhstan, whether it's your home or well-equipped offices in Astana, Almaty or Karaganda.ResponsibilitiesManage the transition of machine learning algorithms to the production environment and integration with the enterprise ecosystemDesign, maintain, and optimize the complete end-to-end machine learning life cycleDesign specifications, documentation and user guidesContribute to the improvement of SDLC practices, establish and configure CI/CD/CT processesProvide capabilities for early detection of various drifts (data, concept, schema, etc.)Requirements5+ years of production experience in enterprise software development3+ years of production background in Machine LearningQualifications in designing, building and deploying production applications and data pipelinesCompetency in the development of highly available, largely scalable, ML-driven applications and systemsHands-on expertise in the implementation of SDLC best practicesKnowledge of Python developmentFamiliarity with Cloud-native services (GCP, AWS, Azure) and Apache Spark Ecosystem (Spark SQL, MLlib/Spark ML)Nice to haveExpertise in MLOps-related platforms/technologiesProduction experience in integrating ML models into complex data-driven systems/IoT devices/mobile devicesCompetency in basic software engineering tools (CI/CD environments such as Jenkins or BuildKit, PyPI, Docker, Kubernetes)We offer/BenefitsWe 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 own 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 and Get Abstract
  • 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
  • Medical & family care package
  • Six trust days per year (sick leave without a medical certificate)
  • Coverage of psychology sessions of your choice
  • Benefits package (sports activities, a variety of stores and services)
EPAM is a team of technologists and innovators united by a passion for technology. In Kazakhstan, 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 received the Export Excellence Award at the esteemed Digital Bridge Awards, showcasing our commitment to excellence and innovation.

EPAM Systems