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Posted on 2025/11/16

Gen AI Architect

Atos

Vancouver, BC, Canada

Full-time

Full Description

Responsibilities

Experience: 7+ years in AI development/architecture, with a focus on Generative AI and large-scale deep learning systems.

Technical skills:

• LLMs and Generative Models: Proven expertise in LLMs (customization, fine-tuning), Retrieval-Augmented Generation (RAG), and other generative models like GANs and Diffusion Models.

• Programming: Proficient in Python and deep learning frameworks like PyTorch or TensorFlow.

• NLP: Advanced understanding of modern NLP techniques, such as transformer models and tokenization.

• Cloud: Extensive experience with cloud platforms (AWS, Azure, GCP) and their respective AI/ML services (e.g., SageMaker, Vertex AI).

• MLOps & Infrastructure: Experience with MLOps practices and building high-availability, low-latency systems using containers (Docker, Kubernetes) and microservices.

• Monitor and increase the performance of RAG system.

• Understand the basics of RAG and how to validate its output.

• Determine how to increase the accuracy of RAG.

• Identify general tools/techniques that will be used on the back for retrieving/generating the data.