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AI Integration Engineer

Job in Roswell, Fulton County, Georgia, 30076, USA
Listing for: Medlytix LLC.
Full Time position
Listed on 2026-02-08
Job specializations:
  • IT/Tech
    AI Engineer, Data Engineer, Machine Learning/ ML Engineer
Job Description & How to Apply Below

We're seeking an AI Integration Engineer with a strong data engineering foundation to design and build the data infrastructure that powers our AI-driven automation and business intelligence initiatives. This role sits at the intersection of data engineering, API development, and AI, focusing on creating robust data exchange systems and multi-agent AI workflows that replace legacy processes. You'll build systems where AI agents and humans collaborate through bidirectional work delegation—both for our internal operations and the client solutions we deliver.

Key Responsibilities API Development & Data Exchange
  • Design, develop, and maintain scalable RESTful APIs for data exchange between systems
  • Build real-time data pipelines and streaming architectures to support AI agent operations
  • Implement API gateways, rate limiting, authentication, and security best practices
  • Create comprehensive API documentation and integration guides for internal and external stakeholders
  • Monitor API performance, optimize response times, and ensure high availability
AI Agent Integration & Automation
  • Integrate and orchestrate AI agents (LLMs, ML models, autonomous agents) into business workflows
  • Design and implement agent-to-agent communication protocols and data handoffs
  • Build middleware and connectors to enable AI agents to access enterprise data sources
  • Develop feedback loops and monitoring systems for AI agent performance
  • Create automated workflows that combine multiple AI capabilities (RAG systems, function calling, multi-agent systems)
Data Infrastructure
  • Maintain and optimize data warehouses, data lakes, and vector databases
  • Build ETL/ELT pipelines that prepare data for AI consumption
  • Implement data quality checks, validation, and governance frameworks
  • Design data models that support both analytical queries and AI agent operations
  • Manage structured and unstructured data storage solutions
Business Intelligence Support
  • Collaborate with BI teams to expose data through APIs for dashboards and reporting
  • Build data APIs that serve real-time metrics and KPIs
  • Create data aggregation services that support analytical workloads
  • Enable self-service data access through well-documented APIs and MCP servers
Required Qualifications Technical Skills
  • Data Engineering: 3+ years of experience with modern data stack (dbt, Airflow, Spark, etc.)
  • API Development:
    Strong proficiency in Python and similar languages for API development
  • Database Expertise:
    Deep knowledge of SQL and No

    SQL databases (Postgre

    SQL, Mongo

    DB, Redis, etc.)
  • Cloud Platforms:
    Experience with AWS, GCP, or Azure data and AI services
  • API Technologies: REST, Graph

    QL, gRPC, Web Sockets, message queues (Kafka, Rabbit

    MQ)
  • AI/ML Familiarity:
    Understanding of LLM APIs (OpenAI, Anthropic, etc.), prompt engineering, RAG systems, and vector databases (Pinecone, Weaviate, Chroma)
Preferred Skills
  • Experience with AI agent frameworks (Lang Chain, Llama Index, Pydantic AI, Auto Gen, CrewAI)
  • Knowledge of API management platforms (Kong, Apigee, AWS API Gateway)
  • Familiarity with containerization and orchestration (Docker, Kubernetes)
  • Experience with event-driven architectures and microservices
  • Understanding of data security, encryption, and compliance requirements (GDPR, HIPAA, PHI, etc.)
  • Background in Data Ops, MLOps, or Dev Ops practices
  • Familiarity with WASM based tools and design patterns.
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