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Within 25 km of Vaughan

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Urban Ridge Supplies

Forward Deployed Engineer

Toronto, ON, Canada

Full-time

Within 25 km of Vaughan · About 22.9 km from the city centre

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Job details

Job type: Full-time
Posted: Sep 24, 2026

Original job description

We are working with a fast-growing AI software company, and they are looking to hire a Forward Deployed Engineer in Toronto to help bring AI into real-world healthcare environments. It's AI Management System helps major North American health systems monitor, govern, and safely scale predictive AI, generative AI, and emerging agentic applications.

This is a hands-on engineering role combining software development, AI implementation, and direct collaboration with customers. You’ll own platform deployments end to end, build integrations with hospital systems, and work closely with clinical and technical stakeholders to solve meaningful problems.

What You’ll Do

Own the implementation and deployment of an enterprise AI platform across partner health systems

Build backend integrations and data pipelines connecting the platform to secure hospital data systems

Work with hospital teams to understand their AI applications, clinical workflows, and monitoring requirements

Help onboard predictive models, LLM applications, and agentic systems, identifying appropriate metrics and developing custom monitors where needed

Partner with clinicians, hospital technology teams, and internal Engineering, Data, ML, and Governance teams to drive implementations through to production

Troubleshoot integration and deployment challenges, with a strong focus on reliability and correctness

Turn recurring customer requirements into reusable tooling and platform improvements

What We’re Looking For:

Strong software engineering fundamentals and hands-on backend development experience in Python, Java, or similar languages

Hands-on experience building LLM-based applications, with exposure to delivering AI systems in production or customer-facing settings

Excellent communication skills and the ability to explain technical concepts to non-technical stakeholders

Strong problem-solving skills, initiative, and comfort owning work from requirements through delivery

A strong academic background in Computer Science, Engineering, Mathematics, or a related technical discipline

Software engineering, ML engineering, or hands-on technical consulting backgrounds are all relevant

Experience with healthcare data, regulated environments, or secure enterprise deployments is a plus

Job Id: xaVR5z83/aV8tL5NUkT6fiz3dO0OWMkhNMQpz+BahXxugajfWLoiMO0W/Ogo7ylPkI4h7kTYAP0oa04RPQLQNOreN5FQxVjGgQ==

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More about this job

Responsibilities

You will own the end-to-end implementation and deployment of an enterprise AI platform within healthcare systems. This involves building backend integrations, managing data pipelines, and collaborating with clinical and technical stakeholders to ensure successful production delivery.

Requirements

Candidates must have strong software engineering fundamentals with backend development experience in languages like Python or Java. Experience in delivering LLM-based applications in production environments and a relevant technical academic background are required.

Skills

Python
Java
Software Engineering
Backend Development
LLM
AI Implementation
Data Pipelines
System Integration
Predictive Modeling
Technical Consulting
Healthcare Data
Problem Solving
Communication
Deployment
Monitoring

Visa sponsorship

Not detected in the job text

Keywords

Forward Deployed Engineer
AI
Software Engineering
Python
Java
LLM
Predictive AI
Generative AI
Agentic Applications
Healthcare
Data Pipelines
Backend Development
System Integration
Deployment
Clinical Workflows
Monitoring
Governance
Technical Consulting
Computer Science
Engineering
Mathematics
Production
Reliability
Tooling
Enterprise AI

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