AI/ML Engineer

Icreativv Consulting and Service, LLC; Atlanta, Northern (GA, KY); Hybrid; USD 120,000 - 170,000; Full time

Job summary

Icreativv Consulting and Service, LLC in Atlanta seeks a machine learning engineer to design and deploy AI agents, RAG pipelines, and ML models for government and commercial use. You will work with cutting-edge LLMs, fine-tune models for enterprise workloads, and build MLOps pipelines for end-to-end model lifecycle. This role emphasizes responsible AI governance and scalable production systems.

Qualifications

• 4+ years in machine learning engineering.
• Experience with NLP or computer vision.
• Experience deploying ML models in production.

Responsibilities

• Design and implement AI agent architectures with multi-step reasoning
• Build RAG pipelines using vector databases and embedding models
• Fine-tune and deploy large language models for enterprise use cases
• Develop MLOps pipelines for model training, evaluation, and deployment
• Collaborate with data scientists and domain experts to define AI solutions
• Ensure AI systems meet responsible AI and governance requirements

Skills

Machine Learning

NLP/Computer Vision

Production deployment

Tools

PyTorch

TensorFlow

LLM frameworks

RAG pipelines

Vector databases

Job description

Build and deploy AI agents, RAG pipelines, and ML models for government and commercial applications. Work with cutting-edge LLMs and generative AI technologies.

Responsibilities

• Design and implement AI agent architectures with multi-step reasoning
• Build RAG pipelines using vector databases and embedding models
• Fine-tune and deploy large language models for enterprise use cases
• Develop MLOps pipelines for model training, evaluation, and deployment
• Collaborate with data scientists and domain experts to define AI solutions
• Ensure AI systems meet responsible AI and governance requirements

Requirements

• 4+ years in machine learning engineering
• Experience with PyTorch, TensorFlow, and LLM frameworks
• Knowledge of RAG architectures and vector databases
• Experience deploying ML models in production
• Strong background in NLP or computer vision

Nice to Have

• Experience with LangChain, LlamaIndex, or similar agent frameworks