Lead Machine Learning Engineer

We are looking for a Lead Machine Learning Engineer to join our team and drive the development, deployment, and support of advanced ML solutions in a production environment. You will work in a cross-functional team, implement engineering best practices, automate ML processes, and integrate models into complex data-driven systems. Unlock the potential of remote work in Kazakhstan, giving you the flexibility to work from home or access our offices in Astana, Almaty or Karaganda.  ResponsibilitiesDesign, develop, and maintain production-grade machine learning modelsAutomate ML pipelines using modern tools (e.g., Databricks, Azure ML, AWS Sagemaker)Integrate ML solutions into complex data-driven systemsWork with large-scale data using Apache Spark or alternative technologiesApply and promote engineering best practices and MLOps principlesCollaborate with Data Science, Data Engineering, DevOps, and other teamsSupport various data processing paradigms (batch, micro-batch, streaming)Utilize cloud platforms (AWS, GCP, Azure) for deploying and maintaining ML solutions Requirements5+ experience in AI/ML engineering and leadershipSkilled in deploying machine learning models to productionUnderstanding of best practices in software engineering, data management, testing and deploymentExpertise in building scalable, reliable and maintainable ML systemsExperience with some of the MLOps-related platforms/technologies such as AWS SageMaker, Azure ML, Databricks, GCP Vertex AIStrong communication and interpersonal skills to liaise with senior business stakeholders, clients and team membersAbility to work in a fast-paced, deadline-driven environment, mentor junior team members and provide technical leadershipStrong knowledge of Python developmentFamiliarity with cloud-native services: AWS, Azure, GCP We offerWe connect like-minded people:Delivering innovative solutions to industry leaders, making a global impactEnjoyable working environment, whether it is the vibrant office or the comfort of your own homeOpportunity to work abroad for up to two months per yearRelocation opportunities within our offices in 55+ countriesCorporate and social eventsWe invest in your growth:Leadership development, career advising, soft skills and well-being programsCertifications, including GCP, Azure and AWSUnlimited access to LinkedIn Learning and UdemyFree English classes with certified teachersDiscounts in local language schools, including online courses for the Kazakh languageWe cover it all:Participation in the Employee Stock Purchase PlanMonetary bonuses for engaging in the referral programMedical & family care packageSix trust days per year (sick leave without a medical certificate)Coverage of psychology sessions of your choiceBenefits 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.