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12 - Principal, Design Engineering
Celestica International Lp 🇺🇸 San Jose, California, United States of America
Lead the design and coding of RAG architectures and agentic workflows to automate hardware engineering data queries and documentation. Act as a subject matter expert for AI/ML to optimize engineering workflows and implement predictive analytics for manufacturing defects.
Responsibilities
- Lead the hands-on design and coding of RAG architectures and agentic workflows
- Build systems that allow hardware engineers to query complex design rules and legacy data with high accuracy
- Write custom Python scripts and parsers to extract structured intelligence from diverse sources
- Execute fine-tuning runs for foundation models using proprietary historical data
- Develop capabilities for AI to interpret visual engineering data
- Implement Shift-Left algorithms to predict potential defects during the design cycle
- Build and optimize the vectorization pipeline to ensure AI can retrieve specific design rules
- Act as a subject matter expert for AI/ML within the engineering organization
Requirements
- Strong evidence of building and deploying AI-powered applications
- Ability to write clean, scalable, and efficient Python code
- Ability to extract signals from unstructured data, including complex technical PDFs and log files
- Demonstrated ability to turn user requirements into functional AI features
- Interest in PCBs, schematics, and manufacturing processes
- Knowledge in hardware design tools, e.g., Cadence Allegro, Siemens
- Experience with Google Vertex AI or similar enterprise platforms
- Background in complex systems, e.g., datacenter solutions for hyperscalers
- Advanced degrees, e.g., MS or PhD in EE, Computer Engineering, or Computer Science
Benefits
- Comprehensive benefits package
- Base salary and target short-term incentive (STI)/bonus
Key Skills
About Celestica International Lp
Celestica is a global technology and innovation partner driven by curiosity and conviction. As a pioneer in technology, we enable critical data center infrastructure for the world's leading hyperscalers, powering AI, cloud, and hybrid cloud at an unprecedented scale. Our work advances high-growth markets from aerospace to healthcare to enterprise, delivering technology that drives real-world innovation. With unwavering dedication to both our customers and colleagues, we empower transformative growth with every solution we deliver. Together, we make great things happen—and move the world forward.
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