2 дня назад
Director, Product AI Platform Architect (AI)
218 500 - 300 500$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Director, Product AI Platform Architect (AI): Architecting and delivering a shared AI platform across air-gapped, on-premises, private-cloud, and multi-tenant public-cloud environments with an accent on Kubernetes, MLOps, LLM inference, platform configurability, and semiconductor manufacturing integration. Focus on designing RAG and AI assurance capabilities, leading cross-business-unit delivery, modernizing legacy systems, and balancing customer-controlled deployments with scalable cloud services.
Location: Santa Clara, CA, United States; travel required 25% of the time; relocation eligible.
Salary: $218,500–$300,500 per year.
Company
develops materials science, engineering, and semiconductor manufacturing solutions that support advanced chips and displays.
What you will do
- Own the reference architecture and technical delivery of a shared AI platform serving multiple business units in air-gapped, on-premises, private-cloud, and public-cloud environments.
- Define cloud-native standards across Kubernetes, microservices, Helm, operators, GitOps, service mesh, scaling, caching, and sharding.
- Lead embedded AI architecture, including model selection and quantization, GPU inference serving, model registries, RAG, vector search, reranking, tool use, and AI assurance.
- Own CI/CD, MLOps, infrastructure as code, automated testing, security scanning, progressive delivery, model lineage, drift monitoring, and DORA metrics.
- Translate business and customer needs into domain models, capability roadmaps, extension models, architecture decisions, and shared platform capabilities.
- Lead integration with factory automation, MES, EDA, yield management, historians, data lakes, and legacy systems while maintaining resilience, observability, security, and data governance.
Requirements
- 15+ years of software engineering experience, including 8+ years in architecture and 5+ years leading engineering organizations with managers reporting in.
- Experience owning distributed platform architecture at scale, including APIs, event contracts, multi-tenancy, tenant isolation, resilience, and consistency.
- Hands-on experience with public cloud, Kubernetes or OpenShift, containerization, GitOps, CI/CD, MLOps, and production ML or LLM deployment.
- Strong technical capability across Java, Spring Boot, Python, Node, .NET, React, and Angular, with direct development and design-review experience.
- Experience delivering shared platforms across multiple business units, modernizing legacy systems, managing delivery risks, and translating business requirements into architecture.
- Semiconductor industry experience in fab operations, equipment software, process control, yield analysis, manufacturing systems, or design enablement is required.
Nice to have
- Experience with leading logic and memory fabs, security reviews, qualification reviews, or semiconductor equipment integration standards.
- Experience moving on-premises products to multi-tenant SaaS delivery.
- Background in digital twins, simulation, virtual metrology, GPU scheduling, inference optimization, or open-weight model deployment.
- Experience with AI governance, reusable component libraries, internal developer platforms, or developer enablement at scale.
Culture & Benefits
- Supportive environment focused on learning, professional development, and technical innovation.
- Comprehensive benefits package supporting employee health and wellbeing.
- Potential eligibility for bonus and stock award programs.
- Work involves collaboration with product management, field engineering, manufacturing systems, data science, IT, InfoSec, and teams across geographical sites.
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