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Added 4 months ago
V
Product Design Engineer
Viggle
Toronto, Ontario
- $80,000 to $150,000 CAD / year
- Full-time
Viggle AI is a leading generative AI startup backed by top-tier investors, including Andreessen Horowitz (a16z) and Two Small Fish Ventures (TSFV). We are building AI-powered creation tools…
Added 1 month ago
PA
Intermediate Developer, Development and Delivery
Porter Airlines Inc.
Toronto, ON
- Full-time
Innovation (AI-First): Proactively identify opportunities to integrate Generative AI to accelerate modernization and improve operational efficiency and quality.
Added 4 months ago
QA
Senior Data Engineer I - QuantumBlack, AI by McKinsey
QuantumBlack, AI by McKinsey
Toronto, Ontario
- Full-time
…AI systems. You'll lead the integration of machine learning, Generative AI capabilities and agentic frameworks into client solutions, designing MLOps/LLMOps-focused architectures for model…
Added 3 months ago
S1
Forward Deployed Engineer
Signal 1
Toronto, ON
- Full-time
…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…
Added 3 months ago
C
AVP, Lead AI Engineer
Chubb
Toronto, ON
- Full-time
Develop and integrate generative AI applications, including LLM-based workflows, agents, and retrieval-augmented generation (RAG) solutions
Added 2 months ago
Senior Machine Learning Engineer
Fitch Group
Toronto, ON
Fitch Ratings is seeking a Senior Machine Learning Engineer to join our new AI Innovation teams in Toronto - where we're building the AI-powered future of financial analysis from the ground…
Added 1 month ago
Associate, Data Engineer
BMO
Toronto, ON · FCP
We are seeking a skilled and motivated Data Engineer to join our Data Cognition Team at BMO Capital Markets. In this role, you will design, build, and maintain robust data infrastructure…
Added 5 months ago
A
Senior Software Engineer, CMS (Auto Repossession & Remarketing)
AutoTrader.ca
Toronto, Ontario
- Full-time
We’re looking for a Senior Software Engineer who takes end-to-end ownership, thrives in ambiguity, and wants to build systems that matter. This role is central to rethinking and rebuilding…
Added 5 months ago
A
Senior Software Engineer, Tech Transformation
AutoTrader.ca
Toronto, Ontario
- Full-time
We’re looking for a Senior Software Engineer, Tech Transformation who takes end-to-end ownership, thrives in ambiguity, and wants to build systems that matter. This role is central to…
Added 3 months ago
B
AI Scientist & Engineer, Assurance Innovation Lab
BDO
London, ON · Toronto, ON · Ottawa, ON · Oakville, ON · Kitchener, ON · Markham, ON · Vancouver, BC
- Full-time
We are looking for an exceptionally skilled, hands-on, and innovation-minded AI Scientist & Engineer to bridge the gap between advanced data science, experimental machine learning, and…
Added 2 months ago
K
Senior Software Engineer, Payments
Kindsight
Canada
- Full-time
…that offer proactive insights and real-time donor intel, and generative AI that creates personalized, meaningful content drafts at scale, Kindsight’s product suite is truly changing the…
Added 1 month ago
AW
Senior Delivery Consultant - Connect and Lex, Amazon Connect Center of Delivery Excellence
Amazon Web Services (AWS)
Toronto, ON
- Full-time
AWS Professional level certifications (e.g., Solutions Architect Professional, DevOps Engineer Professional) preferred
Added 3 months ago
CI
Lead Engineer, Total Fund Management Financing, Public Markets Technology
CPP Investments | Investissements RPC
Toronto, ON
- Full-time
As a Lead Software Engineer, Total Fund Management, Financing, you will provide hands-on technical leadership for the design, development and delivery of modern, cloud-native applications…
Added 3 months ago
S
Senior ML Research Engineer, Virtual Cell
SandboxAQ
Remote, Canada
- $125,800 to $222,000 CAD / year
- Full-time
- Remote
As a Machine Learning Engineer on AQCell, you will build and maintain the models and data infrastructure that power this pipeline. You will work across large, heterogeneous transcriptomic…
Added 2 months ago
AI Engineer
Guidepoint
Toronto, ON
Guidepoint seeks an experienced AI Engineer as an integral member of the Toronto-based AI team. The Toronto Technology Hub serves as the base of our Data/AI/ML team, dedicated to building a…
Added 1 month ago
W
Staff Systems Engineer - Safety Methodologies
Waabi
Toronto, ON
- $200,000 to $256,000 USD / year
- Full-time
…are seeking a passionate and experienced safety or systems engineer to spearhead the development and implementation of critical safety framework methods that underpin our driverless…
Added 5 months ago
C
Software Engineer (Full Stack)
Citylitics
Toronto, Ontario
- $120,000 to $140,000 CAD / year
- Full-time
We believe that Data and AI will play an outsized role in our future, so we equip every team member with access to Generative AI tools and our full Data Universe to enhance their…
Added 1 month ago
MC
Senior Machine Learning Engineer Specialist – AI Centre of Excellence (35668)
Myticas Consulting
Canada
- Contract
Senior Machine Learning Engineer / Specialist – AI Centre of Excellence
Added 5 months ago
TA
Forward Deployment Engineer (Generative AI)
Tiger Analytics
Canada
- Full-time
Tiger Analytics is looking for experienced Forward Deployment Engineer (Generative AI) with Gen AI experience to join our fast-growing advanced analytics consulting firm. Our employees…
Added 3 months ago
S
Directeur.trice principal.e, opérations de l'expérience client // Senior Director, Customer Experience Operations
SSENSE
Montreal, QC
- Full-time
…concevant des flux de travail automatisés et des intégrations d'IA générative/LLM afin de réduire considérablement les délais de première réponse et de résolution…
Added 1 month ago
P
AI Engineer - Canada
Pulsora
Remote, Canada
- $60,000 to $70,000 CAD / year
- Full-time
- Remote
…rapidly evolving field of Large Language Models (LLMs) and generative AI, with a strong background in developing, integrating, and optimizing complex agentic and RAG-based…
Added 1 month ago
Software Development Engineer, Neuron Explorer
Amazon
Toronto, ON
…servers that use them. This role is for a Software Development Engineer on the Developer Experiences (DevEx) team within AWS Neuron, based in…
Added 1 month ago
S
Forward Deployed Solution Engineer – Applied AI FDE
ServiceNow
Montreal, QC
- Full-time
It all started when engineer Fred Luddy wrote code that automated a tedious task for his coworker, Phyllis. She cried tears of joy. That moment inspired Fred to build a company that could…
Added 3 months ago
TG
Systems Engineer, Patch Management (12 month contract)
TMX Group
Toronto, Ontario
- $110 to $120 CAD / hour
- Full-time
We are seeking a Systems Engineer to join our team for a 12-month contract. In this role, you will be responsible for architecting, testing, and executing enterprise-wide software updates…
Added 5 months ago
H
AI Engineer - Remote
Huzzle.com
Canada
- Full-time
We are looking for a highly skilled AI Engineer to design, build, and deploy AI-driven applications and machine learning solutions. You'll work closely with product, engineering, and data…

Signal 1

Forward Deployed Engineer

Toronto, ON, M5R 2E3, Canada

Full-time

Apply About employer

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Job details

Job type: Full-time
Posting language: English
Posted: Jul 21, 2026

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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