AI Design Services Architect / Hands-on AI Engineering Lead
Role Summary
We are looking for a hands-on AI Design Services Architect to lead the development of AI-enabled design capabilities across engineering, product design, CAD, documentation, and digital content workflows.
This role will define the architecture, select the right AI platforms, build working prototypes, and partner with business, engineering, IT, and external vendors to deliver scalable AI design services. The ideal candidate combines robust AI/ML knowledge, practical software engineering skills, and real-world experience applying AI to design, CAD, PLM, product development, visualization, or technical documentation.
Key Responsibilities
AI Design Strategy & Architecture
- Define the architecture for AI-based design services across engineering, product, and business workflows.
- Identify high-value AI use cases such as CAD-to-documentation, design automation, product visualization, image generation, assembly instructions, technical manuals, and knowledge search.




- Develop the AI services roadmap from proof of concept to production deployment.
- Evaluate AI platforms, LLMs, computer vision models, generative design tools, and agent-based workflows.
- Design secure, scalable integration patterns with enterprise systems such as PLM, CAD, ERP, DAM, PIM, and document repositories.
Hands-on Development
- Build working prototypes using AI/ML tools, APIs, LLM frameworks, and cloud services.
- Develop AI agents, prompts, workflows, and automation pipelines.
- Create proof-of-concepts for CAD file interpretation, STEP file processing, assembly sequence generation, instruction manual creation, product rendering, and design assistance.
- Work with structured and unstructured data including CAD metadata, drawings, specifications, images, manuals, BOMs, and engineering documents.
- Collaborate with software developers to convert prototypes into production-grade applications.
Design & Engineering Workflow Enablem

📌 Ai design services architect/ hands-on ai engineering lead (Mumbai)
🏢 Metric Tree Labs
📍 Mumbai