Full-time

Machine Learning AI Engineer (ML Velocity & Productionization)

Posted by Apex Systems • Toronto, ON, Canada

📍 Toronto, ON 🕒 February 18, 2026

About the Role

## Job Description# Machine Learning AI Engineer (ML Velocity & Productionization)* We are seeking an **AI Engineer** with deep expertise in Claude and strong end‑to‑end machine learning experience to help accelerate ML development velocity across our clients organization. This role is highly technical and hands‑on you will design, prototype, and productionize AI‑powered solutions that streamline data workflows, improve model deployment efficiency, and enhance ML infrastructure.* You will work independently, collaborate with data scientists and ML engineers, and own projects from exploration through full production deployment.* Leverage Claude to enhance ML workflows, automate development tasks, accelerate experimentation, and optimize production pipelines.* Build and maintain Python-based ML tooling leveraging pandas, scikit‑learn, and other ML frameworks.* Write, optimize, and maintain complex SQL queries for data transformation, feature engineering, and model scoring pipelines.* Dev...

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