AI Agent Engineer

Integers.Ai; East Brunswick Township (NJ); Hybrid; USD 90,000 - 120,000; Full time

Job summary

A technology company is seeking an AI Agent Engineer to develop intelligent agents and applications that utilize their Enterprise AI Platform, emphasizing agent orchestration and evaluation frameworks. This role requires a strong background in Python, experience with various AI frameworks, and a full-stack development skill set, including React JS. It offers a hybrid work model and values diversity and inclusion in the workplace.

Qualifications

• 4+ years Python development with AI/ML frameworks.
• Hands-on experience building production agents.
• Strong evaluation framework development skills.
• Full-stack development experience required.

Responsibilities

• Build agents using AWS SDKs.
• Develop agent logic and troubleshoot using Python.
• Implement evaluation frameworks for model performance.
• Create backend services and integrate with APIs.
• Build frontend experiences using React JS.

Skills

Python development

AI/ML frameworks

Full-stack development

Agent debugging

API consumption

Tools

React JS

Node JS

Bedrock AgentCore SDK

AWS Strands SDK

CrewAI orchestration

Job description

• Job Location: United States, Canada and Mexico
• Word Mode: Hybrid
• Experience: 4+ years

“This role requires hands-on experience building production LLM / GenAI systems (RAG, vector databases, prompt engineering). Classical ML-only profiles will not be considered.”

About the Role

We are looking for an AI Agent Engineer to join client’s Agent Building team to develop intelligent agents and business applications consuming the Enterprise AI Platform, with a focus on agent orchestration, evaluation frameworks, and domain-specific workflows using platform primitives.

Key Responsibilities

• Build agents using AWS Strands SDK, Bedrock AgentCore SDK, and CrewAI orchestration
• Develop agent logic and troubleshooting using strong Python skills
• Implement comprehensive evaluation frameworks for model performance and RAG quality
• Create backend services with Python and integrate with platform APIs
• Build frontend experiences using React JS and Node JS frameworks
• Manage source code with Git/Bitbucket using agile development practices
• Design and debug agent behaviors for production reliability and business outcomes
• Integrate domain-specific RAG pipelines and evaluation metrics
• Consume platform services (gateways, MCP tools, observability) following security patterns

Required Skills & Qualifications

• 4+ years Python development with AI/ML frameworks (CrewAI, LangChain, or equivalent)
• Hands-on experience building production agents with Bedrock AgentCore SDK, Strands SDK/CrewAI
• Strong evaluation framework development (LLM judging, RAG metrics, agent success criteria)
• Full-stack development experience (React JS frontend, Node JS/Python backend)
• Agent debugging and observability skills for complex multi-agent workflows
• Experience consuming enterprise API platforms (REST/GraphQL/OAuth2) securely

Nice to Have

• Domain expertise in financial services use cases for agentic AI
• Previous CrewAI production deployments with custom tools and memory management

Integers.Ai is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.