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Data Scientist AI - MLOps Engineer - Senior - EY GDS Spain - Hybrid
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Data Scientist - AI - MLOps/LLMOps Engineer - Senior - EY GDS Spain - Hybrid
The opportunity
We are seeking a highly skilled Senior MLOps / LLMOps Engineer with 3+ years of experience designing, automating, deploying and operating Machine Learning and Large Language Model (LLM) systems in production environments.
The ideal candidate will have strong experience with Azure ML, MLflow, CI/CD,
containerized deployments, orchestration platforms, and modern LLM
pipelines (RAG, vector DBs, LangChain).
You will be responsible for building robust, scalable, secure and automated ML/LLM infrastructure to support end-to-end model lifecycle management across EY global teams.
To qualify for the role, you must have
Experience:
• 3+ years in Machine Learning Engineering, MLOps, or related fields, with hands- on experience supporting ML and LLM solutions in production.
MLOps & Platform Engineering:
• Strong experience with Azure Machine Learning (Azure ML) for training
pipelines, model registry, deployment, managed compute and automation.
• Practical experience with MLflow for experiment tracking, reproducibility and model lifecycle management.
• Experience building and maintaining CI/CD pipelines (Azure DevOps, GitHub Actions, GitLab CI or similar) specifically for ML/LLM workflows.
LLMOps & Frameworks:
• Hands-on experience with RAG architectures, embeddings, retrieval pipelines and vector stores.
• Proficiency with frameworks such as LangChain, LangGraph, AutoGen,
Semantic Kernel or equivalent tools used in LLM application orchestration.
Programming & Engineering:
• Advanced Python skills following best software engineering practices including Git, testing, versioning, and modularization.
API Development:
• Experience building APIs using Flask, FastAPI, or similar frameworks for
operationalizing ML/LLM services.
Cloud Platforms:
• Hands-on experience with Azure (preferred), or other cloud environments for AI deployment and pipeline orchestration.
Containerization & Orchestration:
• Experience using Docker to package ML and LLM workloads and deploying them in Kubernetes (AKS preferred).
Collaboration & Communication:
• Strong interpersonal skills with the ability to collaborate effectively across cross- functional and global teams.
Education:
• Bachelor's or Master's degree in Computer Science, Engineering, AI, or a related technical field.
Ideally, you'll also have
Trusted AI Practices:
• Knowledge of AI governance, responsible AI principles, transparency, and
accountability.
Deployment & Scalability:
• Experience deploying scalable model and LLM inference services using Kubernetes-native tools (e.g., KServe, Ray Serve, Triton Inference Server).
Monitoring & Reliability:
• Experience implementing monitoring, logging, observability and performance
tracking for ML/LLM systems.
Analytical & Problem-Solving Skills:
• Ability to translate complex operational and business requirements into scalable ML/LLM architectures.
What we offer
In EY GDS Spain, we're committed to fostering a vibrant environment where every team member can thrive. We provide a space for continuous learning and the flexibility to define your own success, empowering you to make a meaningful impact in your own way. Our diverse and inclusive culture values who you are and encourages you to help others find their voice.
Additionally, here's what makes us stand out:
- Empowering Career Development: Unlock your potential with tailored training and development programs designed to elevate your skills and propel your career forward. We invest in your growth because your success is our success.
- Flexible Work-Life Integration: Enjoy the freedom of our hybrid work model, allowing you to blend professional responsibilities with personal passions. We understand that life is more than just work, and we support you in achieving that balance.
- Comprehensive Well-Being Programs: Prioritize your health with our extensive wellness initiatives, including psychological support sessions and health resources. At EY GDS Spain, your well-being is at the heart of what we do.
- Meaningful Volunteering Opportunities: Make a difference in your community through our engaging volunteering programs. Join us in giving back and creating a positive impact while building connections with like-minded colleagues.
- Recognized Performance and Rewards: Celebrate your achievements with our recognition programs that honor both individual and team successes. We believe in acknowledging hard work and dedication, ensuring you feel valued every step of the way.
Join us at EY GDS Spain, where your journey is supported, your contributions are celebrated, and your future is bright.
To learn more about what we offer, visit our Careers in Global Delivery Services | EY - Global
About EY GDS
EY Global Delivery Services (GDS) is the hub of innovation, a technology powerhouse, a global talent center and a driver of operational excellence within EY, propelling EY's purpose of building a better working world. With a robust network spread across 8 countries and 21 cities, EY GDS' dynamic network of highly talented professionals leverage data, AI, and leading-edge technology to enhance EY's wide array of services in Assurance, Consulting, Tax and EY-Parthenon.
By seamlessly integrating with EY member firms across the globe, EY GDS contributes significantly to EY's purposeful and sustainable growth, delivering insights and solutions that foster trust in capital markets and create value for EY clients, society, and the planet.
EY GDS is all in to shape the future with confidence, addressing today's challenges, and anticipating tomorrow's needs. EY GDS is not just reimagining the future of work-it's actively building it, ensuring agility, efficiency, and resilience in an ever-evolving world.
If you are interested in being part of our team, we kindly invite you to submit your CV in English to apply for this position.
The exceptional EY GDS experience. It's yours to build.
Candidatura gestionada por EY