Senior AI Architect: LLMs & Production Deployments

WinWire Technologies Inc.; San Jose, Northern (CA, KY); Hybrid; USD 150,000 - 210,000; Full time

Job summary

WinWire Technologies Inc. is seeking an AI Architect to design, develop, and deploy advanced AI models for enterprise-scale needs. You will research new AI/ML tech, optimize pipelines, and collaborate with data engineers and software teams to deliver end-to-end solutions.

The role requires 6–10 years in AI/ML model development, strong cloud platform experience, and hands-on work with LLMs, NLP, and agentic AI frameworks in production environments. On-site work in the US preferred.

Qualifications

• 6–10 years of AI/ML/model development experience.
• 5 years of cloud AI platform experience (AWS, Azure, GCP).
• 2–3 years with LLMs, NLP, or speech/voice AI in production.
• 3–5 years designing, training, and fine-tuning AI models.
• 2+ years with Agentic AI frameworks and orchestration.
• 2–3 years familiarity with evaluation metrics, bias detection, and optimization.
• 5 years experience integrating AI models into apps via APIs/pipelines.
• 5 years Python, PyTorch, TensorFlow or equivalents.
• 2–3 years Azure services including Azure AI Speech/Translator, OpenAI, AI Search, and container/app platforms.

Responsibilities

• Design, develop, and deploy advanced AI models to meet business needs.
• Research emerging AI/ML tech and propose innovative solutions.
• Evaluate models, fine-tune, ensure scalability and reliability.
• Collaborate with data engineers, LLM Ops, and software teams end-to-end.
• Explain AI concepts to technical and non-technical stakeholders.
• Mentor junior engineers and review code/models.
• Identify bottlenecks and troubleshoot deployment challenges.
• Analyze data patterns and model outputs to derive insights.
• Present complex results succinctly and collaborate cross-functionally.
• Provide feedback and support to junior team members; agile/scrum method.

Skills

AI/ML model dev

Cloud AI platforms

LLMs/NLP experience

LLM design & training

Agentic AI frameworks

Model eval & bias

API-based AI integration

Python/PyTorch/TensorFlow

Azure services

CS/DS degree

Education

Bachelor’s or Master’s degree in CS/AI/Data Science

Tools

Azure OpenAI

LangChain

AKS / Container Apps

Job description

WinWire Technologies Inc. is seeking an AI Architect to design, develop, and deploy advanced AI models for enterprise-scale needs. You will research new AI/ML tech, optimize pipelines, and collaborate with data engineers and software teams to deliver end-to-end solutions.

The role requires 6–10 years in AI/ML model development, strong cloud platform experience, and hands-on work with LLMs, NLP, and agentic AI frameworks in production environments. On-site work in the US preferred.