Senior MLOps Engineer

hace 2 semanas

Barcelona, Barcelona, España ZF Group A tiempo completo

About the Role:

We are seeking a highly skilled Senior MLOps & GenAI Engineer to join our dynamic Data & Analytics team at ZF Group. In this role, you will be responsible for the end-to-end deployment of machine learning models, building mockup web applications, and providing support in infrastructure engineering and testing of GenAI models.

Key Responsibilities:

  • End-to-End Model Deployment: Take ownership of the entire machine learning model deployment process, from development to production, ensuring seamless integration into operational systems.
  • Web Application Development: Build user-friendly interfaces for interacting with machine learning models using frameworks like Shiny (RShiny or PyShiny).
  • Testing and Quality Assurance: Develop and execute testing strategies to ensure the reliability, performance, and accuracy of deployed models and applications.
  • GenAI Model Support: Provide support for engineering, testing, and deployment of Generative Artificial Intelligence (GenAI) foundation models, such as OpenAI, Llama2, Claude2.
  • Continuous Integration/Continuous Deployment (CI/CD): Implement CI/CD pipelines to automate the deployment process of machine learning models and web applications.
  • Collaboration and Communication: Collaborate with data scientists, software engineers, and business stakeholders to understand requirements, prioritize tasks, and deliver solutions that meet business needs.

Requirements:

  • Degree in Computer Science, Engineering, or a related field.
  • Proven experience in machine learning model deployment, web application development, and infrastructure engineering.
  • Proficiency in programming languages such as Python, R, Pyspark.
  • Experience with machine learning frameworks and libraries.
  • Strong understanding of cloud computing services (especially, AWS) and containerization technologies (e.g., Docker, Kubernetes) or alternatives.

Why ZF Group?

  • Work-Life Balance and Modern Office in Barcelona: Enjoy flexible working hours and a modern office environment in the vibrant city of Barcelona.
  • Career Development Opportunities: Benefit from ZF's commitment to employee development through continuous learning programs, mentoring, and career advancement opportunities.
  • Collaborative Environment: At ZF, you'll be part of a dynamic team where collaboration and knowledge-sharing are encouraged, fostering personal and professional growth.

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