Generative AI Engineer

Machine Learning Technologies, LLC; Frisco (TX); Presencial; USD 140.000 - 190.000; Jornada completa

Descripción de la vacante

Machine Learning Technologies, LLC is seeking an experienced software engineer to design, build, and deploy production-ready AI agents and voice-enabled conversational applications. You will develop scalable backends using Python, OOP, and asynchronous patterns, with multi-turn workflows and memory management.

You will implement AI agent orchestration with LangChain/LangGraph, integrate STT/TTS, and work on RAG pipelines, vector search, and enterprise integrations.

Formación

• 5+ years of software engineering experience with strong Python development expertise.
• Experience with Conversational AI and Voice AI Agent Development.
• Knowledge of STT and TTS technologies.
• Familiarity with LLMs, Generative AI, and vector search.
• Experience with AWS Cloud Services and serverless architectures.

Responsabilidades

• Design, develop, test, and deploy production-ready AI agents and voice-enabled conversational applications.
• Build scalable backend applications using Python and asynchronous programming.
• Develop multi-turn conversational workflows with context management and human handoff.
• Implement AI agent orchestration using LangChain and LangGraph.
• Develop voice AI solutions integrating STT and TTS.

Conocimientos

Python

OOP

Async programming

LLMs

LangChain

RAG

AWS

Docker

Kubernetes

REST APIs

CI/CD

Testing

Herramientas

LangChain

LangGraph

Descripción del empleo

Design, develop, test, and deploy production-ready AI agents and voice-enabled conversational applications.

Build scalable backend applications using Python, Object-Oriented Programming (OOP), and asynchronous programming.

Develop multi-turn conversational AI workflows with context management, memory, tool calling, and human handoff capabilities.

Implement AI agent orchestration using LangChain, LangGraph, and Large Language Models (LLMs).

Develop voice AI solutions integrating Speech-to-Text (STT) and Text-to-Speech (TTS) technologies.

Implement prompt engineering, Retrieval-Augmented Generation (RAG), and enterprise knowledge retrieval pipelines.

Integrate AI agents with enterprise systems, APIs, and contact center platforms.

Build secure REST APIs, microservices, and event-driven backend architectures.

Develop and deploy scalable cloud applications using AWS services and serverless architecture.

Work with Docker, Kubernetes, and containerized deployment environments.

Integrate relational, NoSQL, and vector databases for data storage and AI-powered retrieval.

Implement AI guardrails, security controls, error handling, and responsible AI practices.

Develop automated unit, integration, performance, and conversational regression tests.

Configure CI/CD pipelines for continuous integration, deployment, and application delivery.

Monitor application performance, troubleshoot production issues, and improve system reliability.

Collaborate with AI/ML engineers, cloud architects, and enterprise technology teams to deliver AI automation solutions.

Required Technical Skills :

5+ years of software engineering experience with strong Python development expertise.

Python, OOP, Asynchronous Programming, and Automated Testing.

Conversational AI and Voice AI Agent Development.

Speech-to-Text (STT) and Text-to-Speech (TTS).

Large Language Models (LLMs) and Generative AI.

LangChain, LangGraph, Prompt Engineering, and AI Agent Orchestration.

Retrieval-Augmented Generation (RAG) and Vector Search.

AWS Cloud Services and Serverless Architecture.

REST APIs, Microservices, and Event-Driven Architecture.

Docker, Kubernetes, and Containerization.

Relational, NoSQL, and Vector Databases.

CI/CD, Monitoring, Logging, and Production Troubleshooting.

Integration Testing, Performance Testing, and Conversational AI Testing.

We are an equal opportunity employer. All aspects of employment including the decision to hire, promote, discipline, or discharge, will be based on merit, competence, performance, and business needs. We do not discriminate on the basis of race, color, religion, marital status, age, national origin, ancestry, physical or mental disability, medical condition, pregnancy, genetic information, gender, sexual orientation, gender identity or expression, national origin, citizenship/ immigration status, veteran status, or any other status protected under federal, state, or local law.