Senior Agentic AI Engineer – LLMs & Knowledge Graphs

Creative Solutions Services, LLC; New Jersey; On-site; USD 150,000 - 190,000; Full time

Job summary

Creative Solutions Services, LLC in the United States seeks a Sr Machine Learning Engineer to independently engineer Agentic AI Systems, collaborating with Data Scientists, Data Engineers and DevSecOps to deliver scalable, governable solutions across products and services.

You will design semantic layers, knowledge graphs, and multi-hop reasoning, integrate LLMs, and ensure deployability with CI/CD. Strong problem solving, communication, and continuous learning are essential.

Qualifications

• Bachelor's degree in CS or engineering.
• Ability to coach others with minimal guidance.
• Experience with agile development methodologies and SDD.
• Strong business concepts and decision making.
• Continuous learner with proactive mindset.
• Excellent problem solving and collaboration skills.

Responsibilities

• Architect, design, develop and deploy ML models and Agentic AI systems.
• Collaborate with Product and Data Science teams to remove impediments.
• Design semantic knowledge layers, ontologies and knowledge graphs.
• Build graph RAG capabilities with vector retrieval and reasoning.
• Ensure CI/CD and monitoring post-deployment.

Skills

Problem solving

Communication

Team collaboration

Agile development

Self-motivation

Mentoring others

Education

Bachelor's degree in Computer Science or Engineering

Tools

TensorFlow

PyTorch

scikit-learn

Graph databases

Cypher

Gremlin

GitActions

Jenkins

CloudBees

MLFlow

SageMaker Pipelines

Claude Code

Job description

Creative Solutions Services, LLC in the United States seeks a Sr Machine Learning Engineer to independently engineer Agentic AI Systems, collaborating with Data Scientists, Data Engineers and DevSecOps to deliver scalable, governable solutions across products and services.

You will design semantic layers, knowledge graphs, and multi-hop reasoning, integrate LLMs, and ensure deployability with CI/CD. Strong problem solving, communication, and continuous learning are essential.