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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # AI Solutions Architect - **Company:** Msx International - **Location:** Barcelona, Spain - **Contract:** Permanent contract - **Skills:** Artificial Intelligence, Audit Trail, Data Governance, Data Transformation, Software Design Patterns, Machine Learning, Modular Design, Rapid Prototyping Process, Software Safety, Software Engineering, Large Language Models, Multi-Agent Systems, IT Architecture, Model Validation, Generative AI - **Published:** July 1, 2026 - **Apply:** https://www.jobleads.com/es/job/ee062945d38242ab14f5b4968ed2cb69c ## About the Role + Bachelor's or Master's Degree in Computer Science, Data Science, Software Engineering, or a related quantitative field., + 5+ years of significant experience in designing end-to-end technical architectures for Machine Learning and Generative AI solutions. + Proven track record in conducting technical feasibility assessments, rapid prototyping (POCs/MVPs), and bridging business requirements with engineering execution. + Experience with enterprise-scale systems, security standards, and AI governance. * Skills + Expertise in AI design patterns such as RAG, Fine-tuning, and Agentic workflows, and model evaluation frameworks. + Strong technical leadership and mentorship abilities, exceptional stakeholder management across cross-functional teams (Security, Data, Infrastructure), and the capability to optimize architectures for scalability, cost-efficiency, and reliability. * Languages + Professional proficiency in English required; Italian and/or additional European languages are a plus. ## Description As AI Solutions Architect you will be the technical expert responsible for designing scalable, secure, and high-performance blueprints that support turning AI concepts into production-grade enterprise assets. You will bridge the gap between high-level business requirements and AI engineering execution, ensuring that AI-related initiatives are properly evaluated from a technical perspective, architected for value, modularity, scaling and long-term sustainability., * Architectural Blueprinting & Design + Recommend reference architectures for AI related solutions across the enterprise. + Design end-to-end pipelines for Generative AI, Machine Learning, and Agentic workflows. + Ensure AI solutions are modular, reusable, and aligned with enterprise security and compliance standards. + Recommend the optimal technical stack for specific business use cases. + Partner with AI & Data Governance to ensure architectures align with risk, compliance, and lifecycle requirements. * Technical Feasibility & Scoping + Conduct evaluation of the technical feasibility of AI related initiatives. + Conduct rapid prototyping, POCs, MVPs, to validate AI-specific technical assumptions. + Support defining technical requirements, model dependencies, and integration points for AI related initiatives. + Collaborate with Security, Data, and Infrastructure teams to validate architectural assumptions and verify technical fit within the enterprise environment. + Provide high-level effort estimations and resource requirements for AI implementations. * Product Definition & Scalability + Support defining what AI models need to move beyond "lab" environments into robust, scalable production systems. + Support defining requirements for scaling. + Recommend optimized architectures for latency, cost-efficiency (token management), and reliability. + Assess cost impact of model choices, inference patterns, and orchestration designs to recommend sustainable options. + Establish patterns for AI safety, bias mitigation, and "Human-in-the-loop" architectural components, ensuring decisions follow the AI governance model, including risk reviews, lifecycle stages, and required documentation. * Technical Leadership & Mentorship + Provide technical oversight and architecture reviews for AI related projects. + Monitor emerging AI patterns (RAG, Fine-tuning, Multi-agent systems). + Collaborate with the AI & Data Transformation Lead to support Value Streams and Support Functions on advisory support for AI use cases, maintaining and evolving a set of reusable AI architecture patterns and component templates to support enterprise scaling. * Technology Validation & Model Evaluation + Design and execute the technical assessment of AI models and emerging technologies to ensure enterprise-grade performance. + Apply structured LLM validation frameworks to assess model performance, accuracy, safety, and technical suitability. + Review external AI products and services from a technical perspective to gauge architectural fit and integration readiness. + Stay at the forefront of AI research to identify and integrate new technical capabilities (e.g., multimodal models, advanced embedding techniques, reasoning models). + Ensure AI related solutions maintain technical flexibility and avoid architectural lock-in through modular design and standardized AI interfaces. + Maintain concise architectural documentation that supports decision-making, governance, and auditability. ## Related Videos - [Pioneering AI Assistants in Banking](https://www.wearedevelopers.com/videos/1627-pioneering-ai-assistants-in-banking) - [Developer Experience, Platform Engineering and AI powered Apps](https://www.wearedevelopers.com/videos/990-developer-experience-platform-engineering-and-ai-powered-apps) - [Resilient by Design: Building Robust Architectures in High-Stakes Financial Systems](https://www.wearedevelopers.com/videos/2106-resilient-by-design-building-robust-architectures-in-high-stakes-financial-systems) - [Your imaginations is (no longer) the limit: how Generative AI empowers people to be creative](https://www.wearedevelopers.com/videos/741-your-imaginations-is-no-longer-the-limit-how-generative-ai-empowers-people-to-be-creative) - [AI PowerPlay: Building High-Impact Teams & Transformative Solutions](https://www.wearedevelopers.com/videos/1005-ai-powerplay-building-high-impact-teams-transformative-solutions) - [No Keys for the Robot: GitOps as the Control Plane for Autonomous Agents](https://www.wearedevelopers.com/videos/100095-no-keys-for-the-robot-gitops-as-the-control-plane-for-autonomous-agents) ## Related Articles - [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift) - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [MLOps – What’s the deal behind it?](https://www.wearedevelopers.com/magazine/125-mlops-what-s-the-deal-behind-it) - [Graph and AI Trends 2026: Why Is AI Running but Not Yet Delivering?](https://www.wearedevelopers.com/magazine/680-graph-and-ai-trends-2026-why-is-ai-running-but-not-yet-delivering) - [Got AI ideas but no money? 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