Senior AI Engineer TS — GenAI, MLOps & Enterprise AI

The Amatriot Group; Chantilly (VA); On-site; USD 143,000 - 195,000; Full time

Job summary

The Amatriot Group is seeking an AI Engineer (SME) to design, deploy, and scale production AI/ML/GenAI solutions for an in-house application. You will work across data architectures, distributed infrastructure, and governance to deliver robust, auditable AI systems.

You will mentor teams, implement modern ML workflows, and ensure security compliance while integrating sophisticated NLP, CV, and multimodal capabilities.

Qualifications

• Minimum of 10 years of specialized AI/ML engineering experience.
• Hands-on experience deploying production GenAI/LLM systems, embeddings, and vector databases.
• Experience with MLOps tools such as MLflow, Azure ML, or Vertex AI.
• Background in NLP, computer vision, or reinforcement learning.
• Experience working in agile engineering environments.

Responsibilities

• Build scalable, production-ready AI/ML/GenAI models, pipelines and microservices.
• Develop training, evaluation and inference pipelines in Python using PyTorch, TensorFlow, or scikit-learn.
• Deploy and manage models using MLOps, CI/CD, containerization, and monitoring frameworks.
• Implement vector databases, embeddings, LLM applications, agentic AI, and tool-calling workflows.
• Optimize models for accuracy, latency, cost, and scalability across distributed environments.
• Orchestrate multiple models and modalities to support reasoning, perception, memory, and tool execution.
• Implement temporal, spatial, geographic, quantitative, and computer vision AI capabilities.
• Develop named entity recognition (NER), contextual entity extraction, and entity resolution capabilities.
• Implement multistep retrieval and structured output generation.
• Support complex data parsing and streamlined ingestion.
• Provide detailed source citations and traceable analytic outputs.
• Develop UI, backend, and middleware for in-house applications using TypeScript, React, Python, FastAPI, LanceDB, Lance Graph, PostgreSQL, Temporal.io, Docker, and Kubernetes.
• Ensure AI governance and security posture, provide mentorship, and drive engineering standardization across teams.

Skills

Advanced Python

Distributed systems

NLP & CV & RL

ML/DL Engineering

Education

Bachelor's degree

Tools

PyTorch

TensorFlow

scikit-learn

MLflow

Azure ML

Vertex AI

Job description

The Amatriot Group is seeking an AI Engineer (SME) to design, deploy, and scale production AI/ML/GenAI solutions for an in-house application. You will work across data architectures, distributed infrastructure, and governance to deliver robust, auditable AI systems.

You will mentor teams, implement modern ML workflows, and ensure security compliance while integrating sophisticated NLP, CV, and multimodal capabilities.