AI/ML Architect - Production-Ready Gen AI Solutions

Atlas Tech; Louisville (KY); On-site; USD 120,000 - 190,000; Full time

Job summary

Atlas Tech seeks a Senior Applied AI/ML Engineer to design, build, and deploy AI-enabled applications and production systems. You will shape architectures, select models, and run end-to-end ML pipelines with data ingestion, training, evaluation, and monitoring.

The role combines research, prototyping, and applied engineering with collaboration across product and domain teams to deliver measurable value and secure, scalable AI solutions.

Qualifications

• Bachelor’s or Master’s degree in Computer Science, Machine Learning, Data Science, Engineering, or related field.
• 3+ years of experience in applied AI/ML engineering, including production deployments.
• Experience with LLMs, fine-tuning, retrieval-augmented generation (RAG), prompt engineering, or custom model training.
• Experience with vector databases, high-dimensional embeddings, and semantic search.
• Experience applying LoRA adapters for efficient fine-tuning of foundation models on production pipelines.
• Strong proficiency in Python and ML libraries such as TensorFlow, PyTorch, scikit-learn, Hugging Face, LangChain, or similar.

Responsibilities

• Design, build, and deploy scalable AI/ML tools for generative AI use cases.
• Develop end-to-end ML pipelines, including LLM tool integration, data ingestion, feature engineering, model training, evaluation, and monitoring.
• Implement production-grade inference systems and integrate ML models into applications, APIs, and microservices.
• Lead experimentation, define hypotheses, run evaluations, assess model performance, and identify improvement strategies.
• Work with engineering teams to build robust, secure, and maintainable AI-enabled architectures.
• Provide prompt fine-tuning and guidance to resolve hallucinations, biases, or terminology changes.

Skills

Python

LLM fine-tuning

Production deployments

Vector databases

Model evaluation

Education

Bachelor's or Master in CS/ML/Engineering

Tools

TensorFlow

PyTorch

scikit-learn

Hugging Face

LangChain

SageMaker

Vertex AI

Job description

Atlas Tech seeks a Senior Applied AI/ML Engineer to design, build, and deploy AI-enabled applications and production systems. You will shape architectures, select models, and run end-to-end ML pipelines with data ingestion, training, evaluation, and monitoring.

The role combines research, prototyping, and applied engineering with collaboration across product and domain teams to deliver measurable value and secure, scalable AI solutions.