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EPAM Systems
Senior Machine Learning EngineerEPAM Systems • Madrid, Madrid, Spain
Senior Machine Learning Engineer

Senior Machine Learning Engineer

EPAM Systems • Madrid, Madrid, Spain
Hace 16 días
Descripción del trabajo

Were looking for a Senior ML Engineer to join our team in Madrid Spain in a hybrid working this role you will design build and deploy scalable machine learning and AI solutions that power next-generation digital capabilities within a leading global financial institution. You will work across the full lifecycle from concept and prototyping to production in an agile and DevOps-oriented environment collaborating with multi-disciplinary teams to deliver robust business-critical AI systems.

If you are passionate about Large Language Models multi-agent workflows and advanced ML engineering practices this is an opportunity to shape AI-driven innovation within one of the worlds most renowned wealth management organizations.

Responsibilities

  • Design develop deploy and optimize machine learning and AI solutions addressing complex business challenges
  • Build and integrate multi-agent systems and enable AI models with function/tool calling capabilities
  • Design and maintain RAG (Retrieval-Augmented Generation) systems to ground AI outputs in enterprise data
  • Integrate and fine-tune Large Language Models (LLMs) to ensure performance consistency and reliability
  • Optimize agentic workflows for production use cases while ensuring safety and accuracy
  • Evaluate and improve system performance using robust metrics evaluation sets and continuous iteration
  • Collaborate with data engineers platform teams and data scientists to integrate ML solutions into enterprise systems
  • Conduct code reviews unit testing and debugging to guarantee quality and maintainability
  • Ensure compliance with software development best practices across version control testing and documentation

Requirements

  • Bachelors or Masters degree in Data Science Computer Science Mathematics Statistics or related field
  • Proven experience as a Machine Learning Engineer or similar role in AI solution development
  • Strong programming skills in Python experience with ML libraries and deep learning frameworks (TensorFlow or PyTorch)
  • Practical experience implementing and deploying LLMs and related orchestration frameworks
  • Knowledge of agentic workflows multi-agent systems and advanced reasoning patterns
  • Strong understanding of data preprocessing feature engineering and model evaluation techniques
  • Deep familiarity with relevant mathematical and statistical concepts (probability linear algebra optimization)
  • Experience implementing MLOps practices and working in DevOps-based environments
  • Excellent problem-solving debugging and optimization skills
  • Strong communication and ability to collaborate with cross-functional teams in an agile environment

Nice to have

  • Experience designing RAG systems for enterprise-scale use
  • Prior exposure to AI governance security or compliance in financial services
  • Familiarity with cloud infrastructures and containerized ML deployments using Kubernetes
  • Proven track record of enabling AI-driven applications in production environments

Required Experience:

Senior IC


Employment Type : Full Time
Experience: years
Vacancy: 1

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Senior Machine Learning Engineer • Madrid, Madrid, Spain

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