Machine Learning Data Engineer

hace 2 semanas


Barcelona, Barcelona, España Ecovadis A tiempo completo

About the Role

We are seeking a highly skilled Machine Learning Data Engineer to join our team at Ecovadis, where you will play a key role in driving innovation and using machine learning to solve business problems.

Key Responsibilities

  • Leverage data to drive business innovation and solve complex problems across various business units.
  • Design, develop, and maintain scalable machine learning systems.
  • Ensure the effective monitoring of the machine learning lifecycle by applying best practices in MLOps and green IT.
  • Develop and maintain ML engineering infrastructure and systems to orchestrate batch and streaming pipelines, leveraging Infrastructure as Code (IaC) to manage and provision infrastructure.
  • Collaborate with scientists and engineers to make machine learning models accessible to end-users and downstream processes.
  • Build and enhance feature stores.
  • Leverage Python, MLflow, Azure stack, Azure cloud, Azure ML, Azure Data Factory, and Databricks to deliver end-to-end solutions.

Requirements

  • Hold a degree in Computer Science, Mathematics, Engineering, or a related technical discipline.
  • Demonstrate experience in designing ML systems and integrating those into business applications.
  • Have excellent knowledge of Python and other programming languages.
  • Possess deep knowledge of machine learning lifecycle, principles, and tooling.
  • Have experience in cloud technology, preferably Azure and its ecosystem.
  • Understand software engineering best practices across the development lifecycle, including agile methodologies, coding standards, code reviews, source management, build processes, testing, and operations.
  • Have experience in Linux OS and scripting.
  • Understand data management fundamentals and data storage principles.
  • Have experience of cross-functional collaboration in the development of ML products and services.
  • Familiarity with relational databases.

What We Offer

  • A competitive salary and extensive onboarding process.
  • A brand-new e-learning platform bursting with courses and modules to support personal growth.
  • An international and friendly work environment.
  • Flexible working hours and a home office allowance program.
  • IT equipment allowance and meals and transportation vouchers.
  • Health, wellness, and dental benefits.
  • Unlimited and confidential sessions with psychologists and online well-being programs.
  • Employee referral bonus policy and paid employee volunteer day.
  • Paid moving day and access to online learning library.
  • Virtual and in-person team building events and co-working space with various services.

Join Ecovadis

At Ecovadis, we are committed to making sustainability real, and we welcome applications from talented professionals who share our vision. If you are passionate about machine learning and innovation, we encourage you to apply for this exciting opportunity to join our team in Spain.



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