TBC Bank Uzbekistan, the first digital bank in Uzbekistan and a part of TBC Bank Group PLC, commenced its operations in 2020. Today, the bank is rapidly developing, offering retail banking solutions through its innovative fintech platform. Over 4 million registered users have access to banking services via its mobile application. "Making People's Life Easier" - the core principle of TBC Bank's operations. By advancing digital technologies across all spheres of life, TBC Bank is dedicated to building a bank free from queues, physical offices, bureaucracy, complex terminologies, and lengthy waits.
We are looking for talented individuals with MLOps Engineer experience to join our team!
Responsibilities:
- Construct robust CI/CD pipelines for deploying data science models using tools like Jenkins, GitLab CI/CD, GitHub Actions, and Terraform.
- Implement and manage systems to monitor the performance of deployed models using technologies such as the ELK Stack, Prometheus, Grafana, and ClearML.
- Automate and optimize the MLOps lifecycle to enhance efficiency and effectiveness using tools like Kubeflow and Apache Airflow.
- Establish best practices for managing the lifecycle of machine learning models, focusing on version control, updates, and rollback strategies with tools such as MLFlow, DVC, and Git LFS.
- Ensure that our machine learning solutions are scalable and reliable, leveraging your knowledge of Kubernetes, Dask, and Apache Spark.
- Continuously evaluate and integrate new technologies and methodologies to stay at the forefront of MLOps trends, including tools like Prefect and Great Expectations.
- Implement effective solutions for model serving and deployment, ensuring that our machine learning models are accessible and performant in production environments.
Qualifications:
- Strong foundational knowledge in MLOps, machine learning, data engineering, or DevOps.
- Advanced proficiency with tools such as Git, GitHub Actions, Apache Airflow, Apache Spark, Kubernetes, and MLflow.
- Experience with Jenkins, GitLab CI/CD, Terraform, ELK Stack, Prometheus, Grafana, ClearML, Kubeflow, DVC, Git LFS, Dask, Prefect, and Great Expectations is highly desirable.
- Certification in relevant technologies or methodologies is a plus.
- Demonstrated ability to learn quickly, think analytically, and solve problems effectively.
- Excellent time management skills, with a proven ability to meet deadlines and handle responsibilities.
What We Offer:
- Full support and career-development resources to maximize your potential along our career journey
- Market competitive total compensation package
- 100% company-paid for every employee’s medical insurance
- Benefits and incentives to stay healthy and fit
- English language classes
- Possibility to be involved in an international project
- Hybrid working model, ensuring a good work-life balance