Machine Learning Engineer

Há 1 mês


Lisboa, Lisboa, Portugal Pentalog Tempo inteiro

About the project
Pentalog is seeking a skilled Machine Learning Scientist to join their team. In this role, you will be instrumental in maintaining and enhancing the metadata for millions of listings, including hotels, attractions, and restaurants, that form the foundation of our client's platform. This position offers the opportunity to work closely with product and engineering teams to solve complex data challenges and significantly impact the accuracy and richness of our client's travel database.

Key responsibilities include:
Creating and implementing machine learning models and algorithms on a large scale;
Proficient in Python, R, or another similar numerical/statistical programming language;
Experienced with managing large datasets and addressing problems of data heterogeneity and uncertainty;
Collaborate with cross-functional teams to define machine learning requirements and strategies;
Automate and optimize ETL pipelines for large-scale data processing;
Design, prototype, and maintain advanced machine learning models for enhancing POI (Points of Interest) data integration and accuracy;
Provide clear communication of technical progress and insights to stakeholders;
Experience with large Points of Interest databases and geospatial data;
Knowledge of LLMs, NLP techniques, and text embeddings;
Familiarity with vector databases.

About Pentalog As a leading European Software Services company operating internationally in France, Romania, Germany, Moldova, UK, Vietnam, Mexico, Morocco, and USA, we employ over 1,300 engineers and IT experts who work in a very dynamic, multicultural working environment.
At Pentalog, your talents & ambitions are recognized and rewarded; we offer plenty of opportunities to develop, both individually as well as professionally, and we reward our collaborators who understand the importance of self-improvement.
Stay in the know with Pentalog tech & business updates.



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