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Added 14 mins ago
Manager Portfolio Governance & Analytics
City of Toronto
Toronto, ON
Full-time
Division & Section: Technology Services, Office of the Chief Technology Officer
Added 14 mins ago
Human Resources Business Partner
ID Logistics Canada
Milton, ON
Full-time
Added 15 mins ago
Director, Development & Operations (DevOps)
City of Toronto
Toronto, ON
Reporting to the Deputy Chief Technology Officer, Digital Business & Enterprise Applications, you will bring together the backbone of software delivery across the City and establish a…
Added 44 mins ago
Chief Data Officer - General Counsel 3
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Saint-Paul, NB · St.-Paul, NB
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Added 1 hour ago
Head of Software & Perception
SkyCan Systems
Toronto, ON
Full-time
SkyCan Systems Inc. is a Canadian defence technology company building sovereign unmanned systems capabilities to protect Canada and its allies. Drawing on platforms proven in frontline…
Added 1 hour ago
Head of Hardware
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Toronto, ON
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Chief Technical Officer
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Contract
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Added 4 hours ago
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Chief of Staff to the COO
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Canada
Full-time
Change.org is searching for a Chief of Staff to the COO to partner with the COO as a senior strategic operator to ensure the Ops function executes against the company's highest-priority…
Added 9 hours ago
Executive Director Clinical Digital Solutions
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Added 10 hours ago
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Added 12 hours ago
Operational Resilience Manager, Global Chief Operating Officer Team
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Added 15 hours ago
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Toronto, ON
Full-time
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Added 15 hours ago
Director, Claims Audit & Investigation Services
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Chief Executive Officer – PACE Independent Living
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Toronto, ON · North York, ON
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Added 16 hours ago
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Added 17 hours ago
Director, Total Rewards
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Toronto, ON
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Added 17 hours ago
Director, Total Rewards
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Corporate Controller
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Added 18 hours ago
Electronics Technician
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Added 18 hours ago
Information Technology - Senior Director, Enterprise Systems & AI Enablement
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Added 18 hours ago
Maintenance Supervisor
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Degree or Advanced College Diploma in Architecture, Civil, Mechanical, or Electrical Engineering Technology, or a related discipline.

Urban Ridge Supplies

Forward Deployed Engineer

Toronto, ON, Canada

Job type: Full-time
Posting language: English
Posted: Sep 24, 2026

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Original job description

About Us

Signal 1 helps health systems accelerate AI adoption with a category defining technology platform. Signal 1’s first product, the AI Management System (AIMS), gives health system leaders visibility and control across their growing AI portfolios. AIMS offers comprehensive oversight of predictive and generative AI applications and introduces guardrails to mitigate downside risks. It sets the standard for Responsible AI in healthcare. Purpose-built for healthcare and informed by years of experience managing AI at scale in other industries, Signal 1 empowers healthcare organizations to translate innovation into real clinical, operational, and financial outcomes. Looking ahead, Signal 1 is expanding into agent management to support and accelerate the adoption of agentic AI across healthcare systems, and to build bespoke agentic solutions alongside its partners. Signal 1 is a 30-person, well-funded and rapidly growing startup with strong product market fit and deployments at a growing number of top-20 US and Canadian health systems. We were founded by Tomi Poutanen (former Chief AI Officer at TD Bank, co-founder of the Vector Institute) and Mara Lederman, with early backing from Geoffrey Hinton.

We deploy by embedding with our partners directly. That's where you come in.

The role

As a Forward Deployed Engineer, you own the implementation of Signal 1’s platform, AIMS, inside a partner health system end to end. You'll

embed with their teams, connect to their secure data systems, learn how their AI models and clinical workflows actually work, and build the monitoring and governance that fits them, including bespoke monitors when the standard ones don't. You'll also build bespoke AI solutions alongside our partners, including agentic systems that automate and improve real clinical and operational workflows and help orchestrate the growing portfolio of AI a health system runs.

You'll work closely with hospital stakeholders to earn their trust, understand their problems more deeply than they've articulated them, and spot the opportunities worth building for. What you learn in the field flows back to the platform: the patterns you surface and the tooling you build make our platform better for every partner. Reliability and correctness aren't

features here; they're the job. In healthcare the consequences of failure are categorically different - you'll work at the point where AI safety stops being theoretical and starts being a patient outcome.

What you'll do

Lead the deployment of Signal 1's platform and solutions across multiple health systems
Understand the AI use cases deployed across a health system - predictive, generative, and agentic - recommend the key metrics to monitor for each, and onboard them to AIMS
Develop agentic solutions that improve healthcare workflows and solve real customer pain points, from first conversation through to production
Coordinate across multiple stakeholders and drive alignment to onboard applications end to end
Work both autonomously and collaboratively with Data, Governance, ML, and Engineering teams - across partner health systems and within Signal 1
Turn recurring patterns from the field into reusable building blocks, feeding what you learn back into the platform so each deployment makes the next one faster

What we're looking for

Experience delivering complex AI systems in production or customer-facing settings
Strong grounding in AI/ML, with the ability to design and implement robust solutions and reason rigorously about model behavior and evaluation in production
Hands-on experience building LLM-based systems
Solid backend development skills, with strong programming experience in Python, Java, or similar
Excellent problem-solving skills and comfort working independently in fast-paced environments
Highly client-facing, with excellent communication skills and a proven ability to build and grow strong client relationships - including with non-technical stakeholders across business and hospital teams

Nice to have

Direct experience with healthcare data and regulated environments (HIPAA, PHI, on-prem or air-gapped deployments).
Background in clinical informatics or health-tech.

Job Id: wWpQBZYzVAgJ0MbiJ0I0YCAc9os1nOtU8Jr6PvudFB12Tifx78NwnO1GRfPlBFrEZoUfn4lDEuQKtiXxLOuMycN7RtVvhNrBnA==

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More about this job

Responsibilities

Lead the end-to-end deployment of the AIMS platform within partner health systems and develop bespoke agentic AI solutions to improve clinical workflows. You will collaborate with cross-functional teams to monitor AI performance and translate field insights into reusable platform improvements.

Requirements

Requires strong backend development skills in Python or Java and hands-on experience delivering AI/ML systems in production environments. Candidates should have excellent communication skills for client-facing roles and a solid understanding of AI model behavior and evaluation.

Skills

Python
Java
AI/ML
LLM
Backend development
Healthcare data
Clinical informatics
Data governance
Model evaluation
Stakeholder management
Problem-solving
Communication
Production systems
Agentic AI
Predictive modeling

Visa sponsorship

Not detected in the job text

Keywords

Forward Deployed Engineer
AI Management System
AIMS
Healthcare AI
Predictive AI
Generative AI
Agentic AI
Python
Java
Backend Development
Machine Learning
Clinical Informatics
HIPAA
PHI
Data Governance
Model Monitoring
Workflow Automation
Health Systems
Startup
Production Engineering

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