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Added 5 months ago
Data Engineer
GEI Consultants, Inc.
Markham, ON
Full-time
The Data Engineer is responsible for designing, building, and maintaining the data pipelines and integrations that power GEI’s AI solutions and digital initiatives. This role focuses on…
Added 5 months ago
AI Engineer
GEI Consultants, Inc.
Markham, ON
Full-time
The AI Engineer is responsible for the development of AI solutions, typically leveraging pretrained models and copilots, to support GEI’s priority digital and AI initiatives. This role…
Added 1 month ago
Director of Engineering
Lazer
Remote, Canada
Full-time · Remote
Previous experience in consulting, agency, or forward deployed engineering roles, with the ability to manage client expectations and timelines.
Added 1 month ago
Forward Deployed Engineer, Finance
Jetson
North Vancouver, BC
Full-time
We're building a new kind of role to help us scale: the Forward Deployed Engineer (FDE). The title was originally coined for engineers embedded with external customers, and we've pointed…
Added 5 months ago
AI Engineer
GEI Consultants, Inc.
Vaughan, ON
Full-time
The AI Engineer is responsible for the development of AI solutions, typically leveraging pretrained models and copilots, to support GEI’s priority digital and AI initiatives. This role…
Added 12 days ago
Principal Developer Support Engineer - Builder Experience (BX)
Okta
Toronto, ON
Prior experience in Forward Deployed Engineering, Solutions Engineering, or DevRel.
Added 1 month ago
Forward Deployed Engineer
Feathery
Remote, Canada
Full-time · Remote
We're hiring a Forward Deployed Engineer to work directly with enterprise customers to design, implement, and scale workflows on the Feathery platform. This role is ideal for someone who…
Added 2 months ago
Forward Deployed Engineer
Shakudo
Toronto, Ontario
Full-time
We are seeking a senior Forward Deployed Engineer to join our Platform team and work directly with strategic customers to turn business problems into production AI and data systems. This is…
Added 11 days ago
Founding Forward Deployed Engineer
Docebo
Remote, Canada
$150,000 to $200,000 CAD / year
Full-time · Remote
As a founding member of our Forward Deployed Engineering (FDE) team, you will bridge the gap between cutting-edge AI technology and real-world impact. This is not a plug-and-play role with…
Added 3 months ago
Senior Forward Deployed Engineer (Hybrid, Canada)
Unit8
Montreal, Quebec
Full-time
…expanding into the Canadian market. We are seeking a Senior Forward Deployed Engineer who will work directly with customers, owning delivery strategy and…
Added 3 months ago
Forward Deployed Engineer
GC AI
Canada
Contract
You'll be one of GC AI's first Forward Deployed Engineers, which means you'll help define the function. You'll embed directly with customers to help them integrate GC AI into the workflows…
Added 3 months ago
GTM Engineer: Customer Experience & Lifecycle
Equinix
Toronto, Ontario
Full-time
…across teams, influence key decisions, and help shape the path forward. You’ll find belonging, purpose, and a team that welcomes you - because when you feel valued, you’re empowered to do…
Added 2 months ago
Forward Deployed Engineer
Signal 1
Toronto, ON
Full-time
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…
Added 5 months ago
AI Engineer
GEI Consultants, Inc.
Guelph, Ontario
Full-time
The AI Engineer is responsible for the development of AI solutions, typically leveraging pretrained models and copilots, to support GEI’s priority digital and AI initiatives. This role…
Added 2 months ago
AI Solutions Developer (Full-time, 1 year contract with possibility for extension)
BrandActive
Toronto, ON
Full-time · Contract
BrandActive specializes in the financial analysis, strategy, and logistics of rebrand implementation. Since 1998, we’ve helped many of the world’s most valuable brands plan, budget, and…
Added 4 months ago
Forward Deployed Engineer
Hitachi Vantara
Toronto, Ontario
Full-time
We are seeking a highly skilled Forward-Deployed Engineer (FDE) with deep expertise in data virtualization, hybrid cloud architectures, and AI-driven solution validation. This role partners…
Added 9 days ago
Forward Deployed Solution Engineer – Applied AI FDE
ServiceNow
Montreal, QC
Full-time
L'équipe Applied AI Forward Deployed Engineering (FDE) de ServiceNow est l'endroit où les idées audacieuses se transforment en actions concrètes. Nous collaborons avec nos clients les plus…
Added 10 days ago
Distinguished Engineer, AI Threat Defense
Thomson Reuters
Toronto, ON
Full-time
You combine strong cyber defense expertise with a practical understanding of AI-enabled systems and how they are deployed, monitored, secured, and attacked. You can work comfortably across…
Added 10 days ago
FDE Senior Engineer, AI & Capital Markets
KX
Mississauga, ON
Full-time
This is a senior, hands-on delivery role with the Forward Deployed Engineering team at KX: part solution engineer, part AI engineer. You work alongside quants, traders, e-trading desks and…
Added 5 months ago
Sr. Forward Deployed Engineer for Harness Platform
Princeton IT Services, Inc
Toronto, Ontario
Full-time
Job Title: Sr. Forward Deployed Engineer for Harness Platform
Added 11 days ago
Forward Deployed Engineer
Synechron
Montreal, QC
Full-time
…Intelligence, Consulting, Digital, Cloud & DevOps, Data, and Software Engineering, servicing an array of noteworthy financial services and technology firms. Through research and development…
Added 2 months ago
AI Lead Consultant, AI Practice
Greenlight Consulting
Toronto, Ontario
$90,000 to $130,000 CAD / year
…intelligence layer of every Greenlight AI engagement. You are not an engineer - you are the person who ensures the engineer builds the right thing. Working in a two-in-a-box model alongside…
Added 5 days ago
Senior Forward Deployed Engineer (Hybrid, Canada)
Unit8 SA
Remote, Canada
Full-time · Remote
…expanding into the Canadian market. We are seeking a Senior Forward Deployed Engineer who will work directly with customers, owning delivery strategy and…
Added 2 months ago
AI Native Engineer
CookUnity
Toronto, Ontario
You'll embed directly with the cross functional AI team as a dedicated AI engineer. Your job isn't to write code faster with AI. It's to fundamentally redesign how work gets done. You'll…
Added 3 months ago
AI Deployment Strategist
Pigment
Toronto, Ontario
Full-time
…named a Visionary in the 2024 Gartner® Magic Quadrant™ for Financial Planning…

Signal 1

Forward Deployed Engineer

Toronto, ON, M5R 2E3, Canada

Job type: Full-time
Posting language: English
Posted: Jul 21, 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 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
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
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.

Apply About employer

More about this job

Responsibilities

Lead the end-to-end implementation of the AIMS platform within partner health systems and develop bespoke agentic AI solutions to improve clinical workflows. Collaborate with stakeholders to identify pain points and translate field patterns into reusable platform building blocks.

Requirements

Requires experience delivering complex AI systems in production and hands-on expertise building LLM-based systems with strong Python or Java skills. Candidates must possess excellent client-facing communication skills and the ability to reason rigorously about model behavior.

Skills

AI/ML Implementation
LLM Systems
Python
Java
Backend Development
AI Governance
Model Evaluation
Problem Solving
Communication Skills
Healthcare Data Management
Clinical Informatics

Visa sponsorship

Not detected in the job text

Keywords

AI Management System
AIMS
Predictive AI
Generative AI
Agentic AI
Responsible AI
Healthcare
HIPAA
PHI
On-prem
Air-gapped
Clinical Informatics
Health-tech
Python
Java
LLM
ML
Backend Development
AI Safety
Governance
Model Monitoring

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