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Senior NLP Architect

2 semanas atrás

Porto, Porto, Portugal TN Portugal Tempo inteiro
Job Description

We are seeking a highly skilled Artificial Intelligence Expert specializing in Natural Language Processing (NLP), Machine Learning (ML), and AI-driven solutions using Large Language Models (LLMs) for HR and Document Management applications. This role is part of the Architect Office (AO), which oversees and coordinates technical and business architecture-related activities.

Key Responsibilities:
  • Develop and maintain AI-powered software applications in Natural Language Processing (NLP), Machine Learning (ML), and Artificial Intelligence (AI).
  • Design and optimize machine learning systems and deep learning architectures.
  • Integrate AI/ML solutions into existing products and processes in collaboration with cross-functional teams.
  • Architect and implement AI solutions, ensuring compliance with master- and meta-data management principles.
  • Conduct data preprocessing, feature engineering, and model evaluation to enhance AI performance.
  • Stay up-to-date with AI/ML advancements, adopting state-of-the-art algorithms and technologies.
  • Manage and maintain AI solutions deployed on SaaS platforms (AWS, Azure).
  • Document architectural blueprints and align business requirements with AI-driven capabilities.

Requirements:
  • Proven ability to develop Large Language Models (LLMs), text embeddings, tokenization, and vectorization.
  • Strong expertise in Machine Learning (ML) and Deep Learning architectures.
  • Hands-on experience with Python, Java, Containers (Docker/Kubernetes), and Cloud AI services (AWS, Azure).
  • Deep understanding of NLP systems lifecycle and agile software development methodologies.
  • Knowledge of quality assurance and control for machine translation (MT), including testing methodologies and evaluation metrics (BLEU scores and similar).
  • Strong problem-solving, analytical, and technical writing skills.
  • Ability to conduct proof of concepts (PoC) efficiently and effectively.
  • Excellent communication skills, with the ability to present to both technical and non-technical audiences.