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Consultant Expert in AI
il y a 2 semaines
We are seeking an experienced AI Solutions Architect / Senior AI Engineer to design, build, and maintain enterprise-grade AI solutions that leverage NLP, Machine Learning, and Generative AI. You will define AI solution architectures, train and operationalize advanced models, implement modern MLOps, and present blueprints to both technical and business stakeholders.Key ResponsibilitiesAI Solution EngineeringDevelop and maintain AI applications integrating NLP, ML, and Generative AI.Train custom ML/DL models (including transformer-based architectures) using structured and unstructured data.Architecture & DesignDesign end-to-end IT architectures for AI solutions, selecting appropriate models, components, and techniques.Apply modern AI approaches and enterprise IT architecture practices (scalability, security, observability).Present solution blueprints to technical and business audiences, moderate discussions, and collect feedback.Data, MDM, and MLOpsSupport best practices for data quality, master/metadata management, lineage, and governance.Implement modern MLOps: model/version registries, CI/CD for ML, feature stores, monitoring, retraining pipelines.Delivery & IntegrationIndependently develop, test, document, and integrate AI/ML components into service-oriented architectures.Ensure production readiness: reliability, resilience, performance, security, and compliance.Collaboration & CommunicationWork closely with cross-functional teams (data engineers, architects, product owners).Translate business needs into AI capabilities and measurable outcomes. Specific Expertise (Required)Programming & AI StackExcellent Python skills and core AI/ML/NLP libraries: pandas, scikit-learn, PyTorch, TensorFlow, Transformers, spaCy, NLTK; experience with OpenAI APIs/SDKs.Advanced AI TechniquesProven experience with LLMs and generative AI (prompting, fine-tuning, adapters/LoRA, retrieval augmentation).ML algorithms and NLP pipelines in production contexts.Data & PlatformsModern data engineering practices: ETL/ELT pipelines, streaming/batch, metadata/model versioning.Database integration: SQL (e.g., Postgres) and NoSQL (e.g., Elasticsearch, MongoDB, Cassandra).Cloud & OperationsHands-on deployment on AWS and/or Azure (compute, storage, security, networking, managed ML services).Software engineering and DevOps: Git workflows, CI/CD, containerization (Docker), orchestration (Kubernetes), observability.Architecture & IntegrationExperience integrating AI components within service-oriented and event-driven architectures.Ability to produce high-quality design docs, diagrams, and PoCs leading to scalable solutions.Ethics, Risk, and ComplianceAwareness of ethical/legal implications of AI (bias, privacy, IP, model/data governance), ideally in enterprise or public sector environments. Desirable Expertise (Assets)Experience with vector databases (e.g., FAISS, pgvector, Milvus), feature stores, model registries.Knowledge of security for AI systems: data anonymization, secret management, network policies, policy-based access.Experience with evaluation frameworks (e.g., RAGAS, prompt eval), guardrails, content filtering, red-teaming.Familiarity with infrastructure-as-code (Terraform), workflow orchestration (Airflow, Argo), and serverless.Prior work with enterprise architecture tools (e.g., Sparx Enterprise Architect).LanguageFluent in English (spoken and written).All documentation will be produced in English. Tools & MethodologiesTools: MS Teams, IntelliJ, JIRA, Enterprise Architect, GitHub/GitLab, Docker, Kubernetes, model registries.Methodologies/Frameworks: Agile, PM2@EC.Engineering Practices: Domain-Driven Architecture, Test-Driven Development (TDD), Continuous Integration/Delivery (CI/CD), MLOps. Practical DetailsLocation: onsite BrusselsContract Type: freelance or employeeWhy Cronos Group?We'll propose you:An attractive salary packageA good work-life balance environmentThe assurance of working in cutting-edge technologies in an entrepreneurial spirit.The opportunity to develop your skills thanks to tailor-made training courses according to your needsA good job in a friendly placeIf you wish to integrate a dynamic structure on a human scale while working with the latest technologies, don't wait anymore and join Cronos
