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Data and MLOps Engineer

3 months ago

Delhi, India UBS Full time
Responsibilities

• Design, build, and maintain MLOps framework both for the AI/ML and rule-based models as well as scalable data architecture and infrastructure to enable efficient data processing, integration, and analysis.• Design and implement reusable Python assets, code and applications templates and ongoing AI development framework enhancements.• Develop and optimize MLOps pipelines for efficient model training, evaluation, and deployment.• Collaborate with data scientists to understand their requirements and translate them into technical solutions.• Implement and optimize machine learning workflows and model deployment processes.• Implement best practices for dataernance, data security, and data quality while ensuring scalability, reliability, and speed.• Troubleshoot and debug data and MLOps issues, identify and implement solutions.• Monitor and optimize data pipelines and MLOps processes for performance and efficiency.• Stay up-to-date with the latest trends and technologies in data engineering and MLOps.Your teamIn this role, you will collaborate with cross-functional teams including data scientists, software engineers, and business stakeholders to drive the successful implementation of data-driven projects. You will play a pivotal role in developing and scaling our data architecture and MLOps pipelines, enabling us to extract valuable insights from large-scale datasets.Your expertiseRequirements• Bachelor's degree inputer Science, Data Science, or a related field.• Minimum two years of experience in data engineering or related roles.• Strong proficiency in Python, other programming languages such as Java, or Scala advantageous• Experience with cloud-based data platforms such as AWS, GCP, or Azure.• Solid understanding of SQL and NoSQL databases.• Proven track record of designing and implementing scalable data solutions.• Experience with MLOps practices, CI/CD knowledge and tools such as MLFlow, Jenkins, Git, Docker, and Kubernetes.• Excellent problem-solving skills and the ability to work well independently as well as in a collaborative team environment.• Strongmunication, presentation, and collaboration abilities.• Ability to work independently and efficiently in a fast-paced environment.About usUBS is the world's largest and the only truly global wealth manager. We operate through four business divisions: Global Wealth Management, Personal & Corporate Banking, Asset Management and the Investment Bank. Our global reach and the breadth of our expertise set us apart from ourpetitors..We have a presence in all major financial centers in more than 50 countries.Join usAt UBS, we embrace flexible ways of working when the role permits. We offer different working arrangements like part-time, job-sharing and hybrid (office and home) working. Our purpose-led culture and global infrastructure help us connect, collaborate, and work together in agile ways to meet all our business needs.From gaining new experiences in different roles to acquiring fresh knowledge and skills, we know that great work is never done alone. We know that it's our people, with their unique backgrounds, skills, experience levels and interests, who drive our ongoing success. Together we're more than ourselves. Ready to be part of #teamUBS and make an impact? Job ID 294184BR