Senior AI/ML Solutions Architect - Generative AI & LLMOps

Remotedxb; Dubai; On-site; AED 600,000 - 900,000; Full time

Job summary

BlueCloud seeks a Senior AI/ML Architect to lead end-to-end AI/ML and Generative AI initiatives from discovery to deployment. The role focuses on building production-grade RAG systems, embedding pipelines, and multi-agent workflows.

You will guide hands-on work with Snowflake Cortex tools, design scalable ML/LLM pipelines, and drive governance, security, and observability across cloud platforms (AWS/Azure/GCP).

Qualifications

• 10+ years of experience in solution architecture, AI/ML architecture, or technical delivery.
• Hands-on experience building production AI/ML and Generative AI solutions.
• Proven experience with LLMs, RAG, vector databases, embedding pipelines, agentic AI, and prompt engineering.
• Strong understanding of ML, DL, NLP, MLOps, and LLMOps.
• Experience with Snowflake Cortex, Cortex Analyst, Cortex Search, Cortex Agents, Snowpark ML, and Snowflake Native Apps.
• Architecture experience across Snowflake and at least one major cloud platform (AWS or Azure).
• Experience integrating AI platforms with APIs, microservices, SaaS, and event-driven architectures.
• Strong understanding of AI security, governance, compliance, and observability.
• Excellent client-facing communication and stakeholder management skills.

Responsibilities

• Architect and deliver end-to-end AI/ML and Generative AI solutions from discovery through production deployment.
• Design production-grade RAG systems, vector search solutions, embedding pipelines, AI agents, copilots, and multi-agent workflows.
• Lead hands-on implementation using Snowflake Cortex, Cortex Analyst, Cortex Search, Cortex Agents, and Snowpark ML.
• Design scalable ML and LLM pipelines supporting training, inference, evaluation, monitoring, and governance.
• Integrate AI solutions with AWS, Azure, or GCP, enterprise applications, APIs, and ETL/ELT platforms.
• Define reusable AI reference architectures, accelerators, technical standards, and governance frameworks.
• Provide technical leadership through architecture reviews, code reviews, and design sessions.
• Lead client discovery workshops, solution design, effort estimation, and pre-sales activities.

Skills

AI/ML architecture

Technical delivery

Client-facing communication

Snowflake Cortex stack

Tools

Snowflake Cortex

Cortex Analyst

Cortex Search

Cortex Agents

Snowpark ML

Job description

BlueCloud seeks a Senior AI/ML Architect to lead end-to-end AI/ML and Generative AI initiatives from discovery to deployment. The role focuses on building production-grade RAG systems, embedding pipelines, and multi-agent workflows.

You will guide hands-on work with Snowflake Cortex tools, design scalable ML/LLM pipelines, and drive governance, security, and observability across cloud platforms (AWS/Azure/GCP).