Generative AI Architect - LLMs, Data & Cloud Solutions

Bespoke Technologies; Vienna (VA); On-site; USD 140,000 - 180,000; Full time

Job summary

Bespoke Technologies is seeking an experienced AI Architect to design, prototype, and implement advanced AI and GenAI solutions at Tysons Corner, VA. You will work with data scientists, engineers, and stakeholders to translate requirements into scalable AI architectures.

The role emphasizes Python development, LLM/GenAI architectures, OCR, embeddings, knowledge graphs, APIs, and AWS services. Collaboration with senior customers is essential.

Qualifications

• Strong Python development skills.
• Deep understanding of LLMs and GenAI architectures.
• Experience designing AI systems that integrate data, APIs, cloud services, AI agents, and GenAI capabilities.
• Familiarity with OCR, embeddings, vector databases, and knowledge graphs.

Responsibilities

• Design, architect, and prototype AI and GenAI solutions for complex requirements.
• Develop AI architectures leveraging LLMs, GenAI, AI agents, and modern AI services.
• Develop Python-based AI engineering, data processing, integrations, and prototyping.
• Apply prompt engineering to optimize LLM performance.
• Understand LLM context windows, tokenization, embeddings, and embedding models.
• Design and implement AI agents, orchestration, tool calling, and function calling.
• Configure and interact with MCP servers for external tools and data.
• Design and integrate APIs for AI applications and data sources.
• Incorporate OCR capabilities and develop knowledge graphs for reasoning.
• Design architectures with embedding models, vector databases, semantic search, and retrieval-based AI.
• Create AI-powered chatbots and conversational interfaces.
• Develop source traceability and verification mechanisms to reduce AI hallucinations.
• Evaluate data to determine preparation methods for AI systems.
• Design ETL pipelines, data lakes, and streaming data solutions.
• Understand data schemas/models and their role in AI/data processing.
• Work with NiFi and Airflow for data orchestration.
• Design and deploy AWS-based AI solutions (S3, EC2, IAM, VPC, Bedrock).
• Assess data holdings and mission use cases to decide AI architectures.

Skills

Python

LLMs

GenAI

OCR

Knowledge graphs

APIs

Prompt engineering

Context windows

Embedding models

Agents

Tool calling

MCP servers

AWS cloud architecture

ETL pipelines

Data lakes

Streaming data

Apache NiFi

Airflow

Data schemas

Education

Bachelor's degree in Computer Science, Engineering, Data Science, AI, or related field

Tools

Apache NiFi

Airflow

AWS Bedrock

S3

EC2

IAM

VPC

Vector databases

Semantic search

Embeddings

OCR technologies

Knowledge graphs

Job description

Bespoke Technologies is seeking an experienced AI Architect to design, prototype, and implement advanced AI and GenAI solutions at Tysons Corner, VA. You will work with data scientists, engineers, and stakeholders to translate requirements into scalable AI architectures.

The role emphasizes Python development, LLM/GenAI architectures, OCR, embeddings, knowledge graphs, APIs, and AWS services. Collaboration with senior customers is essential.