Tech Lead ML/AI Engineering
Glintt Global3 hours ago
Lisbon, PortugalStaff+
Responsibilities
- Lead the technical design and hands-on implementation of end-to-end ML/AI solutions from problem definition through production deployment and monitoring.
- Define Machine Learning, Computer Vision, and Generative AI architectures and pipelines, including RAG, embeddings, and agentic systems.
- Develop models, perform feature engineering, training, validation, and inference-service implementation.
- Establish model versioning, experiment tracking, MLOps/LLMOps, CI/CD, and observability practices.
- Collaborate with Data Engineers, MLOps, Product, and technical and business stakeholders to ensure technical and functional alignment.
- Support pre-sales activities, technical proposals, and solution estimates.
- Promote component reuse, develop technical accelerators, and mentor engineering teams.
Requirements
- Solid experience delivering ML/AI projects in production environments.
- Strong command of Python and the Machine Learning and Deep Learning ecosystem.
- Practical experience with Generative AI, LLMs, RAG, and agent-based pipelines.
- Knowledge of API development, distributed systems, and cloud deployment.
- Experience with MLOps/LLMOps practices and model lifecycle management.
- Technical leadership, architectural thinking, and effective communication with technical and non-technical teams.
- Experience with production Computer Vision solutions is valued.
- Familiarity with MLflow, Airflow, Kubeflow, or similar tools is valued.
- Experience with multi-agent systems and orchestration frameworks is valued.
- Experience creating reusable IP or technical accelerators, or participating in pre-sales, is valued.
Tech Stack
Categories
About Glintt Global
Glintt Global builds healthcare software and provides multi‑sector IT consulting and integration for enterprises, with operations centered in Iberia. Its business runs through two units: Glintt Life (HealthTech) and Glintt Next (technology consulting and services). Founded in 2008 and headquartered in Sintra, Portugal, the privately held company serves hospitals and healthcare providers as well as clients in financial services, public sector, logistics, and other industries.