illumina

Lead Enterprise AI Architect

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At a Glance

Location
US - California - San Diego, United States
Work Regime
hybrid
Employment
Full time
Experience
8+ years
Compensation
United States of America is: $155,600 - $233,400. Should the level or location
Posted
2026-03-20

Key Requirements

Required Skills

AIAngularAzureCI/CDDatabricksDevOpsDockerJavaJavaScriptJenkinsKubernetesNode.jsReactSpringTerraform

Domain Knowledge

  • Engineering
  • Medical
  • Regulatory

Requirements

Full-Stack Expertise: 8+ years as a full-stack developer or technical consultant building and launching production software (React.js/Next.js/Angular; Node.js/Java Spring Boot; REST/GraphQL, HTML, JavaScript, Java, XML).

GenAI Mastery: Extensive hands-on experience with modern AI technologies, including: Large Language Models (LLMs) – OpenAI GPT, Anthropic Claude, Meta Llama, Mistral, etc || Retrieval-Augmented Generation (RAG) pipelines, vector databases (Pinecone, Weaviate, FAISS), and semantic search || Fine-tuning, prompt engineering, and model optimization || AI agent frameworks (AutoGen, LangChain, LlamaIndex) || Multimodal AI (text, image, video, audio processing)

Cloud & DevOps Expertise: Proficient with core services (EC2, S3, Lambda, IAM, CloudFormation) and AI/ML tools (DataBricks, Bedrock) || Azure: Experience with compute (VMs, Functions), storage (Blob), and AI services (Azure OpenAI, Cognitive Services) || Containerization & Orchestration: Docker, Kubernetes, and serverless deployments || CI/CD & IaC: GitLab CI/CD, Jenkins, GitHub Actions, Terraform, or equivalent || Monitoring & Logging: CloudWatch, Azure Monitor, Grafana

AI Tinkerer: AI-native tinkerer who embeds AI in your day-to-day workflows and spends your free time inventing and tinkering with the possibilities of AI.

You keep ahead of market trends across third-party models, GPUs, and new AI applications.

Customer-Centricity: Always prioritizing the customer and their needs and expectations first in everything you do.

Responsibilities

As our lead Enterprise AI Architect, you will lead multi-solution implementations for our strategic business partners where you will drive professional services process improvements and efficiency while holding our high standards of delivery quality.

The role of an Enterprise Architect within Illumina's Automation & AI Business Services team is to be the technology leader across our enterprise AI program.  This role will be the lead AI Architect driving the technical strategy whilst collaborating deeply with our business stakeholders and leaders.  The Architect’s technical leadership, experience, and strategy will guide cross-functional project teams through definition, deployment, and optimization stages of Illumina Enterprise engagements to ensure customer success.

Collaborate & Innovate: Partner with Enterprise Architects, Engagement Managers and Product teams to define customer requirements/use cases, facilitate technical workshops, and co-create specific GenAI and Agentic solutions.

Lead with Vision - Shape the enterprise narrative on GenAI and Agentic—translate complex architectures into clear strategies, evangelize best practices, and influence both internal and external communities through workshops, whitepapers, and thought capital.

Advise & Align - Serve as a trusted advisor to senior customer stakeholders—guide enterprise customers through the GenAI and Agentic landscape, connect innovation to business outcomes, and ensure solutions align with strategic priorities and long-term value.

Prototype Rapidly: Apply an AI-first experimentation mindset—build proof points in days, iterate on feedback, and drive quick wins for our internal and external customers.