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National Computer Systems

AI ML Engineer

Posted 3 days ago
$60 - $70 per hour
10+ years experience
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AI Summary

Design, build, and scale production-grade AI solutions using generative AI, LLMs, RAG, agentic workflows, and cloud-native architectures. Develop enterprise integrations and evaluation, observability, guardrail, and governance capabilities while optimizing performance and mentoring engineers.

Job Title: AI ML Engineer
Location: 100% Remote
Duration: Long Term


Experience
• 8-10+ years of overall AI/ML, software engineering, and distributed systems experience
• 3-5+ years of hands-on experience building and deploying Generative AI solutions in production environments
Job Summary
We are seeking a highly skilled Senior AI/ML Engineer to design, build, and scale enterprise-grade AI solutions powered by Generative AI, Agentic AI, Retrieval-Augmented Generation (RAG), and advanced integration architectures. The ideal candidate combines strong machine learning expertise with deep software engineering and systems integration experience to deliver production-ready AI capabilities that solve complex business problems at scale.
This role will focus on building intelligent copilots, AI agents, agent orchestration frameworks, knowledge retrieval systems, evaluation frameworks, and enterprise integrations across cloud and business platforms.
Key Responsibilities
• Design and develop scalable AI/ML solutions using modern cloud-native architectures.
• Build and deploy Generative AI applications leveraging LLMs, RAG, vector databases, semantic search, and agentic workflows.
• Design and implement multi-agent and agent orchestration frameworks using LangGraph, AutoGen, Semantic Kernel, CrewAI, MCP, or similar technologies.
• Develop enterprise integrations with APIs, databases, messaging platforms, document repositories, and internal systems.
• Optimize AI applications for latency, scalability, cost, reliability, and accuracy.
• Implement model evaluation, observability, guardrails, and AI governance capabilities.
• Collaborate with business stakeholders, architects, product teams, and engineering teams to deliver AI-powered solutions.
• Mentor junior engineers and establish engineering best practices.
Required Qualifications
• Bachelor's or Master's degree in Computer Science, Engineering, AI, Machine Learning, or related field.
• 8-10+ years of software engineering and AI/ML experience.
• 3-5+ years of experience building production-grade Generative AI applications.
• Strong Python development experience.
• Experience with Azure AI services, Azure OpenAI, Azure AI Search, and cloud-native architectures.
• Strong knowledge of:
oMachine Learning
oDeep Learning
oNLP
oLLMs
oPrompt Engineering
oRAG Architectures
oVector Databases
oSemantic Search
• Experience designing and implementing APIs and microservices.
• Strong integration experience with enterprise platforms and third-party systems.
• Experience with containerization and cloud deployment technologies.
Preferred Qualifications
• Experience building Agentic AI solutions and autonomous workflows.
• Experience with LangChain, LangGraph, Semantic Kernel, AutoGen, CrewAI, MCP, or similar agent frameworks.
• Experience with AI evaluation frameworks such as RAGAS, DeepEval, LLM-as-a-Judge, or custom evaluation pipelines.
• Experience in healthcare, payer, insurance, or regulated industries.
• Experience with Azure Kubernetes Service (AKS), Docker, and CI/CD pipelines.
• Experience implementing responsible AI, safety, compliance, and governance controls.
Technical Skills
Programming
• Python
• SQL
• REST APIs
AI/ML
• Generative AI
• Large Language Models (LLMs)
• Retrieval-Augmented Generation (RAG)
• Agentic AI
• NLP
• Deep Learning
Cloud & Platforms
• Azure OpenAI
• Azure AI Search
• Azure Machine Learning
• Azure Functions
• AKS
• Azure Data Services
Frameworks
• LangChain
• LangGraph
• Semantic Kernel
• AutoGen
• MCP
• CrewAI

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