Senior AI Platform Engineer
hace 18 horas
Viladecans
Senior AI Platform Engineer InnoIT Consulting · Greater Barcelona Metropolitan Area (Hybrid) ⌛ Full-time · 👨 💻 Senior level · 📍 Viladecans, Barcelona (Hybrid 2 days on-site) · 🗣️ English At INNOIT, we specialize in managing professional careers in the field of Information Technology. We are a tech and digital consultancy based in Spain, with a team of over 200 IT professionals, and we have been part of the digital transformation of leading companies at both national and international level for more than six years. About the project You will join the AI/ML platform team of a leading international airline group, building and operating reusable ML platform capabilities that enable Data Science and ML Engineering teams to develop, package, deploy, host and operate models safely at scale on an enterprise AWS environment. This role is focused on Data Science enablement: you won't own individual ML models or business-specific pipelines — you will own the platform capabilities, golden paths and governance patterns that let Data Science teams build and run ML workloads consistently. You will improve the path from experimentation to production through reusable tools, templates, standards, deployment frameworks and self-service capabilities, working closely with Data Science, MLOps, AI Platform, SRE, Security and Architecture teams. 👍 Your Profile • Strong AWS experience in enterprise production environments, • Hands-on with AWS services such as SageMaker, S3, IAM, ECR, Lambda, Step Functions, EventBridge, CloudWatch, Glue/Athena, KMS, Secrets Manager and VPC networking, • Strong understanding of how Data Science teams work (notebooks, experiments, datasets, model evaluation, iteration cycles, path-to-production challenges), • Experience building reusable ML platform capabilities rather than one-off project solutions, • Strong MLOps knowledge: model registry, experiment tracking, model packaging, deployment, monitoring, lineage and reproducibility, • Tools such as MLflow, SageMaker Pipelines, Kubeflow, Airflow, Feast, DVC or similar, • Strong Python for platform tooling, automation, ML pipelines, APIs and integrations, • Strong container experience: Docker, ECR, containerised training/inference, image versioning and dependency management, • Good Kubernetes/EKS knowledge for running ML workloads, batch jobs, services, autoscaling, resource management and GPU/CPU scheduling, • Experience building CI/CD frameworks for ML workloads, • Good data engineering fundamentals (datasets, schemas, data quality, lineage, batch/streaming, feature generation), • Strong governance mindset: access control, auditability, approval gates, reproducibility, compliance and ownership boundaries ⭐ Nice to have • Feature Store platforms (Feast, SageMaker Feature Store), model registry and experiment tracking (MLflow, SageMaker), • Batch and real-time inference patterns, managed inference endpoints and model hosting, • Bedrock or LLM application lifecycle, vector databases and embeddings, • Model explainability, bias monitoring and data quality tools (Great Expectations, Deequ), • Internal developer platform / portal experience and FinOps for ML workloads, • Predictive maintenance or industrial ML, and regulated / security-sensitive enterprise environments What We Offer • 💡 Career plan with €1,000 annual training budget, • 🏥 Private health insurance 100% covered, • 🗣️ Online language classes, • 💳 Flexible compensation with Cobee card, • 🍱 Free lunch on Wednesdays, • 🍻 After Thursdays with the team, • 🤓 Meetups and internal tech communities Join our team! Develop your IT talent. Learn, create and have fun 🚀 To learn more about us, visit our website: https://www.inno-it.es/. Sharing is at the core of our experience. We have one of the largest IT communities in Barcelona and Madrid, thanks to the many in-person events and webinars we organize. 👉 InnoIT Consulting Meetup in Barcelona: https://www.meetup.com/es-ES/Meetup-de-InnoIT-Consulting-en-Barcelona/ 👉 InnoIT Consulting Meetup in Madrid: https://www.meetup.com/es-ES/meetup-de-innoit-consulting-en-madrid/ We've told you about it — but it's better to experience it first-hand. At InnoIT, we actively promote diversity, equity and inclusion. We invite people from all backgrounds and experiences to apply, and we especially value applications from women and other groups underrepresented in the tech sector. We evaluate all applications fairly and are committed to making any necessary adjustments to ensure a fair selection process and an inclusive work environment. We do not discriminate based on gender, age, ethnic origin, nationality, sexual orientation, gender identity, religion, disability, or any other characteristic protected by law. We rigorously assume our commitment to gender equality, fully complying with current regulations on equality. We foster an inclusive and equitable work environment where all people, regardless of gender, have the same opportunities for growth and development.