MLOps Specialist

Moscow Company: Ivi Online Cinema 🔹What you will do: -Support services from development to operation, participate in operation; -Improve current and develop new server and application configuration scenarios; -Plan and participate in refactoring of processes, infrastructure, applications; -Participate in the development and management of machine learning model deployment and operation processes; -Administer applications, prepare documentation based on the work performed, if necessary; -Configure infrastructure for launching, monitoring, and automating the ML model lifecycle; -Integrate machine learning models into CI/CD processes and work with containerization (Docker, Kubernetes); -Develop and optimize data and ML pipelines for deployment in a production environment; -Periodically audit the technology stack in use; -Work with large volumes of data, clean, transform, and preprocess it; -Work with high-load computing, as well as data streams in batches and streams.

🔹We are looking for you if you have: -Understanding of basic machine learning algorithms and statistics; -Expertise in working with virtualization (GPU in the background); -Ability to work with high-load systems and large volumes of data; -Experience with OpenSource or cloud ML platforms will be a plus (Kubeflow, MLFlow, AWS, GCloud, etc.); -Positive and extensive experience with CI/CD systems (we use GitLab and Jenkins); -Proficient in Kubernetes; -Experience in programming with scripting languages (shell, Python); -Experience in Linux and web application administration; -Understanding of TCP/IP networking technologies; -Experience working with version control systems (we use Git); -Experience working with configuration management systems; -Experience working with machine learning technologies and their integration. -Knowledge of SQL and experience in developing and operating data preparation pipelines will be a plus.

🔹And the best part. Ivi promises from day one: -Official employment and competitive salary. We are an accredited IT company! -Hybrid work format - near Dmitrovskaya, Savelovskaya metro stations, near Flacon and Khlebozavod. -Provision of modern work equipment, an additional monitor, and much more for comfortable work. -Flexible start of the workday by agreement with the manager. -Health care: opportunity to receive consultations from a psychologist, lawyer, financial consultant, and wellness specialist, and after the probation period — voluntary medical insurance (with dentistry) and international travel insurance. -Support in knowledge and idea exchange: we encourage speaking at meetups and help with preparing reports. -Free subscription to the BestBenefits corporate discount and offers service, as well as access to the online library of the MIF publishing house. -The cherry on top: a special offer on an Ivi subscription. Contacts: recruiter contact