Senior MLOps Engineer - AI Infrastructure & Pipelines
ITDS Polska Sp. z o.o.
Expected, Python, Bash, Jenkins, GitLab, Docker, Kubernetes, AWS, Microsoft Azure, Google Cloud Platform, Prometheus, Grafana
About the project, As a Senior MLOps Engineer – AI Infrastructure & Pipelines, you will be working for our client, a leading financial institution committed to transforming its operations through cutting-edge AI and machine learning solutions. You will be instrumental in automating ML lifecycle processes, building scalable data pipelines, and deploying robust AI systems in production. This role offers the chance to work at the forefront of AI innovation, collaborating with top-tier data scientists and engineers to shape the future of intelligent automation., , Unleash the Power of Intelligent Systems — Drive Innovation in AI Infrastructure!, , Poland-based opportunity with hybrid work model., , Only candidates with an existing legal right to work in the European Union will be considered for this role. Your responsibilities, Design and maintain CI/CD pipelines for machine learning models, Automate deployment, testing, and monitoring of AI solutions in production environments, Manage cloud-based infrastructure on AWS, Azure, or GCP and optimize resources for ML workloads, Collaborate with data scientists to ensure reproducibility and scalability of experiments, Implement model monitoring and performance tracking systems using tools like MLflow, Prometheus, or Grafana, Troubleshoot and resolve production issues promptly to ensure continuous system uptime, Document workflows, processes, and infrastructure configurations clearly and comprehensively, Apply best practices for security, compliance, and data governance within AI pipelines, Support ongoing improvements of MLOps tools, frameworks, and processes, Stay abreast of emerging trends and new practices in AI infrastructure and MLOps Minimum 4 years of experience in MLOps, AI Infrastructure, or related engineering fields, Strong proficiency in Python and scripting languages such as Bash, Hands-on experience with CI/CD tools like Jenkins, GitLab CI/CD, or similar, Knowledge of containerization and orchestration technologies including Docker and Kubernetes, Experience working with cloud platforms (AWS, Azure, or GCP) for ML and data pipelines, Familiarity with ML frameworks such as TensorFlow, PyTorch, or Scikit-learn, Deep understanding of data pipelines, ETL processes, and workflow orchestration tools, Experience with model monitoring and observability tools such as MLflow, Prometheus, or Grafana, Excellent problem-solving skills and capacity to work effectively in cross-functional teams, Fluent in English, both written and spoken Optional, Certification or hands-on experience with Kubernetes, AWS/Azure certifications, or equivalent, Knowledge of security and compliance standards relevant to data and AI systems This is how we work, at the client's site, agile, scrum This is how we work on a project, Continuous Deployment, Continuous Integration What we offer, Stable and long-term cooperation with very good conditions., Enhance your skills and develop your expertise in the financial industry., Work on the most strategic projects available in the market., Define your career roadmap and develop yourself in the best and fastest possible way by delivering strategic projects for different clients of ITDS over several years., Participate in Social Events, training, and work in an international environment., Access to attractive Medical Package., Access to Multisport Program., Access to Pluralsight., Flexible hours. Benefits, sharing the costs of sports activities, private medical care, flexible working time, fruits, integration events, corporate gym, saving & investment scheme, no dress code, coffee / tea, drinks, christmas gifts, birthday celebration, sharing the costs of a streaming platform subscription, access to +100 projects, access to Pluralsight Recruitment stages, online interview, online interview #GETREADY to meet with us!, ITDS Business Consultants is involved in many various, innovative and professional IT projects for international companies in the financial industry in Europe. We offer an environment for professional, ambitious, and driven people., , We would like to meet you. If you are interested please apply and attach your CV in English or Polish, including a statement that you agree to our processing and storing of your personal data. ITDS’s Whistleblower Procedure, You can report violations in accordance with ITDS’s Whistleblower Procedure available here: ITDS Polska Sp. z o.o., ITDS supports financial service providers to take the next steps., , We identify what’s possible, every day. Opportunities in the areas of technology, organization, and digitization., , We see where banks, insurers, payment companies, or fintech can go and how they can get there., , That’s why we want to stimulate you to ramp up your ambition. Forget what you perceive as restraints and step towards the new reality., , ITDS in Poland - Pure player in new Technologies & Financial Industry, +300 IT implementation professionals, +20 clients in the Banking, Insurance, Payment & Fintech Industry, , ITDS excels in digital strategy delivery and implementation of best-of-breed lending solutions. ITDS has delivered successful strategic projects throughout Europe since 1998. We combine the experience we’ve accumulated with in-depth knowledge of technologies, business processes, and EU legislation to unlock new business opportunities. This is how we work,Oferta pracy dodana 23 dni temu
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