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ML Ops Engineer at Inetum Polska | Warsaw

InetumWarsaw
On-site Full-time

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Experience Level

Mid to Senior

Qualifications

Environment Configuration:Design and configure Databricks clusters, jobs, and workflows tailored for large-scale ML scoring applications. Utilize Infrastructure as Code (e.g., Terraform) to ensure reproducibility and governance. Develop a scalable infrastructure capable of executing thousands of ML scoring tasks efficiently. Implement job scheduling, strategies for parallel execution, and resource optimization techniques. Integrate comprehensive monitoring and alerting systems using cloud-native tools. Prioritize security, compliance, and cost-effectiveness in the infrastructure setup. ML Ops Pipeline Integration:Create deployment processes for ML models utilizing Databricks MLflow or similar tools. Establish version control and tracking mechanisms for models, scoring code, and configuration files. Execution Management:Develop frameworks to orchestrate the scoring of over 1,500 ML models or scoring jobs. Guarantee resilience, fault tolerance, and seamless restart capabilities for high-availability environments.

About the job

Join Inetum Polska as a skilled ML Ops Engineer, where you will play a critical role in shaping the future of machine learning operations. Your primary responsibility will be to architect and deploy the necessary infrastructure to support the management and orchestration of up to 1,500 ML scoring processes within a cutting-edge Databricks environment. You will focus on operationalizing ML scoring pipelines, establishing a robust, scalable, and secure platform that empowers our data science teams to seamlessly deploy their models.

About Inetum

Inetum Polska is a prominent member of the Inetum Group, dedicated to facilitating digital transformation across various sectors, including businesses and public institutions. With a presence in key cities like Warsaw, Poznan, Katowice, Lublin, and Rzeszow, we provide a comprehensive array of IT services. Our commitment to employee development is demonstrated through full funding for training, certifications, and participation in technology conferences. Furthermore, we actively engage in local social initiatives, promoting charitable projects and an active lifestyle. We pride ourselves on cultivating a diverse and inclusive workplace that champions equal opportunities for all. Globally, Inetum operates across 19 countries and employs a workforce of over 28,000 professionals, focusing on four key domains:Consulting (Inetum Consulting): Offering strategic advisory services to assist organizations in defining and executing innovative solutions. Infrastructure and Application Management: Ensuring optimal performance and reliability of IT infrastructure.

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