AI Developer

Reailize • Atlanta, GA

1d

About The Position

The AI Agent Developer designs and builds enterprise AI agents that automate, guide, and standardize application development and deployment workflows across Mobility’s MERN application teams and Azure DevOps (ADO) platform teams. These agents function as digital DevOps consultants—helping developers, vendors, and SMEs comply with our standards, accelerate testing and deployment, and reduce friction across CI/CD, Kubernetes, and application lifecycle workflows. The role operates entirely in lab and non‑production environments.

What A Typical Day Looks Like:
1) MERN Application Development Enablement
AI agents assist developers working on Mobility service and network design systems by:
Generating and validating JEST test cases from requirements, React components, and Node.js services
Reviewing test coverage and identifying defect-prone areas before code submission
Generating design documentation directly from MERN codebases
Assisting with JSON/YAML validation for service definitions and configurations
Supporting Jira workflows by creating, updating, and summarizing tickets from commits and test results
Directly accelerates the MERN team’s SDLC responsibilities without changing their tools or processes
2) Azure DevOps & Vendor Enablement
AI agents support ADO engineers and vendor-facing workflows by:
Reviewing vendor repositories for compliance
Proper use of HashiCorp Vault
Secure pipeline practices
Assisting with ADO pipeline creation and templating for consistency across teams and vendors
Analyzing pipeline execution failures and summarizing root causes
Generating deployment readiness checks for Kubernetes-based applications
Assisting vendors and application SMEs with troubleshooting and best practices
Reduces review cycles and manual consulting overhead for ADO engineers
3) Kubernetes & Deployment Automation Support
AI agents are designed to:
Analyze Kubernetes deployment configurations (Helm charts, manifests)
Validate environment-agnostic deployment assumptions
Assist with troubleshooting issues on Linux-based ADO agents
Help standardize vendor-provided artifacts without taking ownership of image or Helm creation
Aligns with the team’s scope: application-level deployment, not infrastructure provisioning
Additional Responsibilities
Design and build LLM-powered AI agents integrated into:
Azure DevOps (ADO)
Git repositories
Jira
CI/CD pipelines
Kubernetes-based deployment workflows
Develop tool-using agents capable of:
Reading and writing JSON/YAML
Analyzing test results, logs, and pipeline output
Interacting with internal APIs and documentation
Build retrieval-augmented generation (RAG) pipelines leveraging:
Requirements documents
Design specs
Internal standards and policies
Historical defects and pipeline issues
Create reusable agent templates for:
Test automation
Vendor compliance checks
Deployment readiness validation
Ensure agents comply with security, governance, and audit standards
Partner with MERN developers, ADO engineers, and vendors as an enablement function

Requirements

• Hands-on experience building AI agents or autonomous workflows.
• Familiarity with CI/CD pipelines (ADO preferred).
• Familiarity with automated testing concepts.
• Familiarity with Git and Jira-based workflows.
• Experience integrating AI tools into existing engineering workflows (not greenfield AI products).

Responsibilities

• Design and build LLM-powered AI agents integrated into Azure DevOps (ADO), Git repositories, Jira, CI/CD pipelines, and Kubernetes-based deployment workflows.
• Develop tool-using agents capable of reading and writing JSON/YAML, analyzing test results, logs, and pipeline output, and interacting with internal APIs and documentation.
• Build retrieval-augmented generation (RAG) pipelines leveraging requirements documents, design specs, internal standards and policies, and historical defects and pipeline issues.
• Create reusable agent templates for test automation, vendor compliance checks, and deployment readiness validation.
• Ensure agents comply with security, governance, and audit standards.
• Partner with MERN developers, ADO engineers, and vendors as an enablement function.

What This Job Offers

• Job Type: Full-time
• Career Level: Mid Level
• Education Level: No Education Listed