AI/ML Solutions Architect: AWS, RAG & Automation

Cloudary SAS; United States; Remote; USD 120,000 - 180,000; Full time

Job summary

Cloudary SAS in the United States seeks an experienced AI/ML engineering lead to shape and deliver AI and data solutions across client projects. You will guide a small engineering team while designing scalable applications that connect language models, retrieval systems, automation, and cloud services with existing business software.

Close coordination with application development and cloud migration teams is required.

Qualifications

• Practical experience designing and delivering AI or ML solutions, including LLM-powered applications.
• Understanding of data engineering fundamentals such as ETL, pipelines, and data modeling.
• Experience designing, consuming, and integrating APIs with existing systems.
• Working knowledge of RAG, embeddings, vector databases, tool calling, agent patterns, prompt design, and evaluation.
• Hands-on AWS experience, including at least one AI/ML or serverless service.
• Strong problem-solving and communication skills, with the ability to work independently and collaboratively in a fast-paced setting.

Responsibilities

• Provide technical direction to a team of two or three AI and cloud engineers building prototypes in AWS.
• Mentor less experienced teammates and advise clients on technical approaches.
• Design and implement scalable services using machine learning and AI capabilities.
• Build agent based systems that plan tasks, use tools, and automate business workflows.
• Develop retrieval-augmented generation pipelines, including chunking, embeddings, retrieval, evaluation, and iteration.
• Integrate AI services and APIs with existing applications, and work across engineering and cloud projects.

Skills

AI/ML solution design

Team leadership

Communication

Cloud architectures

LLM-powered applications

Problem solving

Tools

AWS

APIs

Vector databases

Serverless (AWS)

Embeddings

Job description

Cloudary SAS in the United States seeks an experienced AI/ML engineering lead to shape and deliver AI and data solutions across client projects. You will guide a small engineering team while designing scalable applications that connect language models, retrieval systems, automation, and cloud services with existing business software.

Close coordination with application development and cloud migration teams is required.