Tech Lead ML/AI Engineering
About the job
- Experience delivering machine learning and artificial intelligence projects in production environments.
- Strong command of Python and the machine learning and deep learning ecosystem.
- Practical experience with generative AI, large language models, retrieval-augmented generation, and agent-based pipelines.
- Knowledge of API development, distributed systems, and cloud deployment.
- Experience with machine learning operations, large language model operations, and model lifecycle management.
- Ability to provide technical leadership, think architecturally, and communicate effectively with technical and non-technical teams.
- Lead the technical design and implementation of end-to-end machine learning and artificial intelligence solutions, from problem definition through production deployment and monitoring.
- Define architectures and machine learning pipelines for machine learning, computer vision, and generative AI, including retrieval-augmented generation, embeddings, and agentic systems.
- Contribute hands-on to model development, feature engineering, training, validation, and inference services.
- Ensure engineering best practices, including model versioning, experiment tracking, machine learning operations and large language model operations, continuous integration and continuous delivery, and observability.
- Work closely with data engineers, machine learning operations specialists, product teams, and business stakeholders to ensure technical and functional alignment.
- Support pre-sales activities and solution definition by contributing to technical proposals and estimates.
- Promote component reuse, create accelerators, and provide technical mentoring to teams.
- Experience with computer vision solutions in production.
- Familiarity with tools such as MLflow, Airflow, Kubeflow, or similar tools.
- Experience with multi-agent systems and orchestration frameworks.
- Involvement in creating reusable intellectual property, technical accelerators, or pre-sales activities.
About the company
Glintt Global, S.A. is a technology services and consulting firm based in Sintra, Portugal, offering business and IT consulting, software development, systems integration, and infrastructure management across healthcare, banking, telecommunications, energy, and public administration. Its healthcare solutions are used in Portugal and Spain by hundreds of hospitals, clinics, and pharmacies to connect systems and support patient care and operations. The company differentiates itself with a strong Iberian healthcare footprint, broad cross-sector capabilities, and a recent international expansion under the Glintt Global brand to Spain, Angola, and other regions. Its goal is to improve organizational efficiency and people’s lives through digital transformation by helping clients adopt and manage integrated technology solutions.
Company Size
1,001-5,000
Company Stage
N/A
Total Funding
N/A
Headquarters
Sintra, Portugal
Founded
2008
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Simplify's Take
What believers are saying
- 2025 revenue rose 13.9% to €139.4 million, with Spain growing 18.7%.
- Net profit jumped 53.4% to €7.7 million in 2025.
- CEO Eduardo Antunes took over in January 2026, signaling fresher execution.
What critics are saying
- EBITDA fell to €19.9 million in 2025, despite higher revenue.
- Portugal still drives most sales, leaving Glintt exposed if domestic healthcare spending slows.
- Farminveste controls Glintt, limiting strategic flexibility and takeover optionality.
What makes Glintt Global unique
- Glintt Life serves 14,000 pharmacies and 480 Iberian hospitals as of 2025.
- Its pharmacy software and hospital digital programs create switching costs across workflows.
- Robotics and automation in pharmacies anchor a niche healthtech franchise.
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Benefits
- Remote Work Options