Senior AI/ML Architect

Quantum Technologies. LLC; Santa Clara (CA); On-site; USD 140,000 - 220,000; Full time

Job summary

Quantum Technologies LLC is seeking an experienced AI/ML systems designer to build enterprise-grade Data and AI solutions for sales, marketing, and product research. The role focuses on translating business requirements into technical specs and ensuring production-grade standards.

You will design and document AI/ML pipelines, agent-based workflows, and RAG-based retrieval systems, collaborating with cross-functional teams to deliver features on schedule.

Qualifications

• Translate business requirements into AI/ML technical specs.
• Design AI/ML pipelines with ingestion and integration.
• Ensure alignment with enterprise architecture and production standards.

Responsibilities

• Review documents and translate to Data/AI/ML requirements.
• Coordinate with cross-functional teams on feature development and delivery.
• Design agent-based AI workflows and automated systems.
• Develop LLM-powered applications and prompt strategies.
• Implement RAG-based retrieval and vector search pipelines.

Skills

AI/ML pipelines

Prompt engineering

LLM-powered applications

RAG solutions

Vector search

Embeddings

Retrieval pipelines

Job description

US Citizen, Green Card, H-1B, OPT-EAD, CPT, Other

Work Authorization: US Citizen, Green Card, OPT-EAD, CPT, H-1B, H4-EAD, Other

Summary:

This engagement focuses on designing enterprise-grade Data and AI solutions for sales, marketing, product research, and other NACG business use cases.

Key Responsibilities:

• Review functional documents and translate business requirements into Data, AI, and ML technical requirements.
• Ensure solutions align with long-term production standards and enterprise architecture guidelines at CG.
• Coordinate with cross-functional teams and business stakeholders on feature development, prioritization, and delivery.
• Design and document:
• AI/ML pipelines for data ingestion and integration with orchestration APIs and backend systems.
• Agent-based / Agentic AI workflows and automation systems.
• LLM-powered applications, including prompt engineering and structured outputs.
• RAG solutions, including vector search, embeddings, indexing, and retrieval pipelines.

We are an equal opportunity employer. All aspects of employment including the decision to hire, promote, discipline, or discharge, will be based on merit, competence, performance, and business needs. We do not discriminate on the basis of race, color, religion, marital status, age, national origin, ancestry, physical or mental disability, medical condition, pregnancy, genetic information, gender, sexual orientation, gender identity or expression, national origin, citizenship/ immigration status, veteran status, or any other status protected under federal, state, or local law.