Lead Machine Learning Engineer

Описание

Description

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.
#LI-DM7

Responsibilities

Manage the transition of machine learning algorithms to the production environment and integration with the enterprise ecosystem Design, maintain, and optimize the complete end-to-end machine learning life cycle Design specifications, documentation and user guides Contribute to the improvement of SDLC practices, establish and configure CI/CD/CT processes Provide capabilities for early detection of various drifts (data, concept, schema, etc.)

Requirements

5+ years of experience in enterprise software development 3+ years of background in Machine Learning Qualifications in designing, building and deploying production applications and data pipelines Competency in the development of highly available, largely scalable, ML-driven applications and systems Hands-on expertise in the implementation of SDLC best practices Knowledge of Python development Familiarity with Cloud-native services (GCP, AWS, Azure) and Apache Spark Ecosystem (Spark SQL, MLlib/Spark ML)

Nice to have

Expertise in MLOps-related platforms/technologies Production experience in integrating ML models into complex data-driven systems/IoT devices/mobile devices Competency in basic software engineering tools (CI/CD environments such as Jenkins or BuildKit, PyPI, Docker, Kubernetes)

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 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 Benefits package (sports activities, a variety of stores and services)

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 , EPAM Kazakhstan received the Export Excellence Award at the esteemed Digital Bridge Awards, showcasing our commitment to excellence and innovation.