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AI Architect

Pan Asia Software Solutions

Singapore · На постоянной основе

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Опыт
8+ лет
Зарплата
Открытия
1
Опубликовано
11 часов назад
Режим работы
В офисе
Образование
Master's or Ph.D. in Computer Science, Data Science or related field
Резюме
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Где вы будете работать

Описание работы

Role Overview

The AI Architect will lead the comprehensive design and management of complex Artificial Intelligence and Machine Learning systems. This position serves as the critical link between high-level organizational goals and the technical execution of scalable, dependable, and secure AI solutions.

Key Responsibilities

  • Develop a complete technical framework for AI solutions covering data collection, processing workflows, model training setups, and deployment/inference mechanisms.
  • Assess and choose suitable AI and ML platforms, including cloud services such as AWS SageMaker, Azure ML, and GCP Vertex AI, ensuring they align with performance requirements.
  • Establish MLOps protocols encompassing continuous integration and delivery for model deployment, monitor model performance drift, and uphold reproducibility standards.
  • Guarantee all AI implementations comply with security standards, data privacy laws, and ethical AI practices.
  • Lead, mentor, and support Data Scientists and ML Engineers in architectural decision-making, performance optimization, and adherence to best coding standards.

Qualifications and Experience

  • Master’s degree or Ph.D. in Computer Science, Data Science, or a closely related field is favored.
  • Over 8 years of experience in software development or data engineering, including a minimum of 3 years in an ML or AI Architect capacity.
  • Comprehensive expertise in at least one major cloud AI platform (AWS, Azure, or Google Cloud Platform) along with relevant services.
  • Proficient with machine learning models, deep learning frameworks such as TensorFlow and PyTorch, and in deployment techniques for AI models.

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