2 дня назад
Senior AI Systems Engineer (Production Machine Learning and LLM Workflows)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior AI Systems Engineer (Production Machine Learning and LLM Workflows): Design and deploy production-ready AI systems, including RAG pipelines, multi-step agents, and LLM workflows, with an accent on scalable architecture, operational stability, and AI security. Focus on building APIs, implementing MLOps/LLMOps/AgentOps practices, and developing monitoring, observability, and guardrails for enterprise AI systems.
Location: Lisbon, Portugal — hybrid. Only candidates with an existing legal right to work in the European Union will be considered.
Company
is hiring for a client delivering AI-driven enterprise solutions in banking and regulated environments.
What you will do
- Design and deploy production-ready AI systems, including RAG pipelines, multi-step agents, and LLM workflows.
- Contribute to end-to-end solution architecture by selecting models, building APIs, and orchestrating scalable components.
- Implement MLOps, LLMOps, and AgentOps practices, including CI/CD, prompt versioning, model registries, and continuous deployment.
- Develop monitoring and observability frameworks for drift detection, latency management, and output quality control.
- Apply AI Security by Design principles, including guardrails, prompt-injection protection, traceability, and auditability.
- Collaborate with data scientists and cross-functional teams, document solutions, and share engineering best practices.
Requirements
- 5+ years of experience in software engineering or AI, including at least 2 years deploying LLM or AI systems in production.
- Experience delivering fully operational AI systems rather than only proofs of concept or demos.
- Strong Python skills with LangChain, Transformers, and FastAPI.
- Deep understanding of AWS, Docker, Kubernetes, and Terraform.
- Experience with GitLab, MLflow, Airflow, model monitoring, observability, and AI Security by Design.
- Fluent English and French are required.
Nice to have
- Experience in banking or other regulated environments.
- Knowledge of GCP or on-premise deployments, particularly secure or air-gapped environments.
- Additional experience with JavaScript, TypeScript, graph databases, or research paper analysis.
Culture & Benefits
- Hybrid work model in Lisbon.
- Opportunity to work on enterprise AI systems for banking and regulated use cases.
- Opportunity to develop expertise in production AI workflows and operational excellence.
Hiring process
- Submit a CV, preferably in English.
- Confirm consent to the processing and storage of personal data.
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