Agentic AI

Machine Learning Technologies, LLC; Weehawken (NJ); On-site; USD 180,000 - 260,000; Full time

Job summary

Machine Learning Technologies, LLC in the United States seeks a senior architect to design and deliver enterprise-grade Agentic AI systems for supply chain use cases. You will own end-to-end development, design reviews, and cross-functional collaboration with IT, product, and research teams.

You will work with Python, LLMs, RAG architectures, and agent orchestration frameworks, ensuring secure, scalable on-prem/cloud/hybrid deployments and robust observability.

Qualifications

• Bachelor’s degree in CS or related field or equivalent experience.
• 12+ years in software architecture, systems design, or enterprise platform engineering.
• Proficient in Python with production-grade AI systems experience; SQL/JSON; Java a plus.
• Experience with AI/ML systems, generative AI, or agentic AI frameworks.
• Hands-on with LLMs, RAG architectures, and agent orchestration frameworks.
• Experience with vector databases, embeddings, and retrieval optimization.
• Designing multi-agent communication patterns and integrating ERP/CRM/ITSM systems.
• Strong analytical, architectural, and cross-functional collaboration skills.

Responsibilities

• Develop and own enterprise-grade Agentic AI systems for supply chain use cases.
• Capture requirements, translate to user stories, design technically, oversee testing.
• Hands-on development of enterprise-grade Agentic AI solutions.
• Collaborate with Enterprise IT, product, and research teams using NeMo, LangChain, and related tech.
• Ensure integration with enterprise data sources and secure content handling.
• Lead architectural decisions across on-prem, cloud, hybrid, and container models.
• Lead design reviews, produce design docs, and enforce coding standards.
• Define agent autonomy boundaries, human-in-the-loop workflows, and escalation paths.
• Design observability/ evaluation frameworks (latency, accuracy, cost, failure modes).

Skills

Python

SQL

JSON

Java

LLMs

RAG architectures

Agent orchestration

Vector databases

Education

Bachelor’s degree in Computer Science or related field

Tools

LangChain

NeMo

AIQ technologies

ReAct patterns

AutoGPT

Job description

US Citizen, Green Card, H-1B, OPT-EAD, CPT, Other

Work Authorization: US Citizen, Green Card, OPT-EAD, CPT, H-1B, H4-EAD, Other

Job Description:

What you will be doing:

• Develop and own enterprise-grade Agentic AI systems for Supply Chain use cases, including multi-agent architectures, orchestration frameworks, RAG pipelines, deployment, monitoring, and full lifecycle management.
• Capture design requirements, translate requirements into user stories, perform technical design, drive end to end integration testing, support data set up and issue remediation during UAT, manage development team activities, develop Hypercare support model
• Be hands on in development and implement enterprise grade Agentic AI Supply Chain solutions
• Partner with Enterprise IT engineering, product, and research teams while using LLMs, agentic frameworks, and NVIDIA’s own NeMo and AIQ technologies.
• Ensure integration with enterprise IT and Operations data sources and Industry’s best Agentic platforms with strong content security focus.
• Drive architectural decisions across deployment models (on-prem, cloud, hybrid, containerized) to deliver scalable, reliable, and efficient solutions.
• Lead technical design reviews, develop technical design documentation, and follow principles of code development.
• Define agent autonomy boundaries, human-in-the-loop workflows, and escalation strategies for enterprise supply chain use cases.
• Design and implement agent observability and evaluation frameworks (latency, accuracy, cost, failure modes, and hallucination analysis).

What we need to see:

• Bachelor’s degree in Computer Science or related field (or equivalent experience)
• 12+ years of demonstrable experience in software architecture, systems design, or enterprise platform engineering.
• Strong hands-on expertise in Python for building production-grade AI systems, with experience in SQL, JSON, and backend service development (Java a plus)
• Demonstrate proficiency in AI/ML systems, generative AI, or agentic AI frameworks.
• Experience working with LLMs, RAG architectures, and agent orchestration frameworks such as ReAct patterns, LangChain-based systems, and AutoGPT-style workflows.
• Hands-on experience with vector databases, embeddings, and retrieval optimization, including indexing strategies, similarity search tuning, and relevance evaluation for production systems.
• Experience designing multi-agent communication and coordination patterns (planner/executor/critic, supervisor agents, etc.).
• Experience integrating enterprise platforms (e.g., ERP, CRM, ITSM) with APIs, data connectors, or custom services.
• Strong technical solution design, analytical skills, and the ability to perform technical and business process modeling
• Excellent collaboration skills with the ability to influence cross-functional stakeholders and build trusted partnerships.
• Ability to communicate complex architectural concepts clearly and inspire confidence across technical and business audiences.

We are an equal opportunity employer. All aspects of employment including the decision to hire, promote, discipline, or discharge, will be based on merit, competence, performance, and business needs. We do not discriminate on the basis of race, color, religion, marital status, age, national origin, ancestry, physical or mental disability, medical condition, pregnancy, genetic information, gender, sexual orientation, gender identity or expression, national origin, citizenship/ immigration status, veteran status, or any other status protected under federal, state, or local law.