AI/ML Engineer — On-Prem ML & Production Systems

ZT Group Intl, Inc. dba ZT Systems; Secaucus (NJ); On-site; USD 105,000 - 154,000; Full time

Benefits offered by this job

Annual bonus

401(k)

Tuition reimbursement

Health insurance

Job summary

ZT Systems in Secaucus, NJ, is seeking an AI/ML Engineer to design, build, deploy, and operate AI applications. You will work with software engineers, data scientists, and platform engineers to deliver scalable ML solutions and automate training and deployment workflows.

The role emphasizes production-grade Python, ML fundamentals, and on-prem cloud-native infra. Strong collaboration and problem-solving are essential for success in this fast-paced environment.

Qualifications

• Bachelor's degree in Computer Science, Engineering, Data Science, or a related field.
• 2–5+ years of professional experience in Machine Learning, AI, Software Engineering, or related fields.
• Strong programming skills in Python including FastAPI, async, and production-grade code.
• Good understanding of Machine Learning fundamentals.
• Familiarity with ML frameworks such as PyTorch, TensorFlow, or scikit-learn.
• Experience working with Linux environments.
• Basic experience with Docker and containerized applications.
• Working knowledge of Kubernetes fundamentals (deployments, services, pods, jobs)
• Understanding of version control using Git.
• Strong problem-solving skills and ability to work in a collaborative engineering environment.

Responsibilities

• Build, deploy, and operate AI applications.
• Develop scalable ML solutions and automate training/deployment workflows.
• Collaborate with software engineers, data scientists, and platform engineers to support production AI infrastructure.

Skills

Python

FastAPI

Async

Production-grade code

ML fundamentals

PyTorch

TensorFlow

scikit-learn

Linux

Docker

Kubernetes

Git

Team collaboration

Problem-solving

Education

Bachelor's degree in Computer Science, Engineering, Data Science, or a related field

Tools

vLLM

Ollama

Qdrant

Kubeflow

Kuberay

TypeScript

Next.js

Docker

Job description

ZT Systems in Secaucus, NJ, is seeking an AI/ML Engineer to design, build, deploy, and operate AI applications. You will work with software engineers, data scientists, and platform engineers to deliver scalable ML solutions and automate training and deployment workflows.

The role emphasizes production-grade Python, ML fundamentals, and on-prem cloud-native infra. Strong collaboration and problem-solving are essential for success in this fast-paced environment.