AI LLM Technology Architecture

Axiom Global Technologies

Montreal

Offre publiée le 2025-01-20

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Job Description :

We are seeking an experienced AI and Large Language Model Architect to lead the design and implementation of advanced AI platforms and solutions, focusing on Large Language Models (LLMs). In this role, you will translate business roadmaps into robust technical architectures and play a key role in shaping innovative frameworks and methodologies. You will collaborate with cross-functional teams to deliver cutting-edge natural language processing (NLP) and machine learning applications. This is a unique opportunity to architect and operationalize sophisticated LLM-based applications tailored to diverse business needs.

Key Responsibilities :

Design and architect end-to-end Generative AI products, applications, and solutions to address specific business requirements, providing implementation guidance throughout delivery.
Customize, deploy, and optimize Generative AI models, algorithms, and methodologies to enhance the quality of AI-driven systems and products.
Analyze the performance of Generative AI systems and offer design recommendations for improvement.
Estimate the time, effort, and costs required for deploying end-to-end LLM-based solutions, including developing cost models for different usage patterns.
Evaluate and select appropriate technologies for generative AI solutions.
Design and prototype reusable components for LLM solution architectures.
Architect and implement components of LLM solutions to address Responsible AI and security considerations.
Develop LLM Ops solutions to enable large-scale operationalization of LLM-based applications.
Collaborate with diverse teams to identify and prioritize requirements, ensuring alignment with stakeholder needs.
Create and maintain comprehensive technical documentation to facilitate understanding, troubleshooting, and future development.
Leverage transformer architectures to enhance the performance and efficiency of AI systems, enabling accurate and versatile language processing.
Travel may be required, ranging from 0 to 100%, based on business needs and client requirements.

Qualifications :

Minimum of 6 years of experience in designing and deploying AI / ML solutions using at least one cloud platform.

At least 1 year of experience in the LLM and Generative AI domain.

At least 1 year of experience architecting and operationalizing LLM-driven application patterns.

Minimum of 6 years of experience in engineering, machine learning, deep learning, and NLP solutions.

Bachelor’s degree in a related field or equivalent work experience (minimum of 12 years); an associate degree with a minimum of 6 years of relevant experience may also be considered.

Preferred Skills :

Expertise in leveraging transformer architectures for NLP and computer vision applications.

Strong ability to process and reshape large datasets to enhance AI model accuracy and versatility.

Proven experience in creating scalable and secure AI solutions aligned with Responsible AI principles.