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Added 1 hour ago
FA
Quality Engineer
FTAI Aviation
Montreal, QC
- Full-time
The Quality Engineer supports the Quality Assurance department within the engine maintenance, repair, and overhaul (MRO) operation. This role provides quality engineering support across new…
Added 3 hours ago
A
Senior Software Engineer
AltaML
Toronto, ON
- $130,000 to $150,000 CAD / year
- Full-time
Experience with agentic or GenAI systems in production.
Added 3 hours ago
C
Manager, Engineering
Cvent
Fredericton, NB
- Full-time
Support onboarding, training, and skill development aligned to engineering competencies and each engineer’s growth trajectory.
Added 3 hours ago
C
Senior Site Reliability Engineer (Edge Security)
Cvent
Fredericton, NB
- Full-time
…Advanced, CloudFront and F5 LTM. That layer protects every core production domain and thousands of customer-facing endpoints, and it is the team that stands between attacks and the…
Added 3 hours ago
SS
Quality Manager
SkyCan Systems
Barrie, ON
- Full-time
SkyCan Systems is a Canadian defence manufacturer of uncrewed aircraft systems for the Department of National Defence and allied governments. We are establishing our first production…
Added 4 hours ago
SC
Enterprise Adobe Experience Manager (AEM) Specialists – Expression of Interest (Open Roles: AEM Core Developer |Front-end Developer |Leads|Architects)
Spareminds Consulting Services Inc
Toronto, ON
- Full-time
Modernization Strategies: Direct the technical migration paths from legacy systems (AEM 6.5) to AEM as a Cloud Service (AEMaaCS).
Added 4 hours ago
GF
Electrical Engineer (Controls and Infrastructure)
General Fusion Inc.
Richmond, BC
- Full-time
General Fusion is searching for an Electrical Engineer with strong controls experience to join our Controls & Electronics team on our path to commercial fusion. Reporting to the Manager,…
Added 4 hours ago
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Senior Product Manager
Fours
Vancouver, BC
- Full-time
Comfort with technical complexity, including systems such as billing infrastructure, APIs, data pipelines, or fintech and compliance workflows. You don’t need to be an engineer, but you…
Added 4 hours ago
F
Senior Solutions Engineer
Fours
Vancouver, BC
- $120,000 to $150,000 CAD / year
- Full-time
We’re hiring a Senior Solutions Engineer to work directly at the intersection of product engineering and customer integrations.
Added 4 hours ago
MT
Senior Staff Software Engineer
Maximum Technologies, Inc.
Remote, Canada
- Full-time
- Remote
…legacy core: the ledger, product, payments, card and compliance systems a bank actually runs on. As a Senior Staff Engineer, you would help to shape decisions, pressure-test them, and own…
Added 4 hours ago
MT
Senior Software Engineer
Maximum Technologies, Inc.
Remote, Canada
- Full-time
- Remote
…legacy core: the ledger, product, payments, card and compliance systems a bank actually runs on. You would be involved in many big design decisions from day one. It also means correctness…
Added 5 hours ago
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Murex DevOps
Luxoft
Toronto, ON
- Full-time
As a DevOps Engineer, you will be responsible for designing, building, and operating automated platforms that enable reliable, secure, and scalable delivery of the MX platform across SaaS,…
Added 7 hours ago
LC
Senior Process Engineer
Linamar Corporation
Guelph, ON
- Full-time
As a Senior Process Engineer, you will be responsible for the full scope of projects, including development, planning, execution and implementation of manufacturing processes for new and…
Added 9 hours ago
SC
Switchgear Engineer
Solution Control Systems Inc.
AB · Edmonton, AB
- Full-time
Role Description The Switchgear Engineer role is a full-time, on-site position based in Edmonton, AB. This role is responsible for engineering and designing LV and MV switchgear,…
Added 11 hours ago
3
Forward Deployed Engineer
3Pillar
Canada
- Full-time
Build, test, and harden production-grade integrations (APIs, MCP connectors, data pipelines) directly against client systems.
Added 11 hours ago
FI
Principal Software Engineer - Zynque
Fulfillment IQ
Remote, Canada
- $175,000 to $210,000 CAD / year
- Full-time
- Remote
Job Title: Principal Software Engineer - Zynque
Added 13 hours ago
P
System Configuration Specialist / Spécialiste en configuration de systèmes (CS006)
Potenco
Montreal, QC · Greater Montreal Metropolitan Area
- Full-time
Collaborate with the Systems Engineer in preparing technical drawings.
Added 13 hours ago
FA
Technical Asset Management Engineer
FTAI Aviation
Montreal, QC
- Full-time
Supports the powerplant engineers within the production-oriented delivery cell (POD) through technical guidance on inspection discrepancies, workscope changes, and other technical issues
Added 14 hours ago
SM
DevOps Engineer
S M Software Solutions Inc
Mississauga, ON
- Full-time
We are looking for an experienced DevOps Engineer with 10+ years of experience in DevOps engineering, CI/CD automation, infrastructure management, containerization, orchestration, and…
Added 14 hours ago
SM
DevOps Engineer
S M Software Solutions Inc
Mississauga, ON
- Full-time
We are looking for an experienced DevOps Engineer with 10+ years of experience in DevOps engineering, CI/CD automation, infrastructure management, containerization, orchestration, and…
Added 14 hours ago
SM
RQ00245 – Machine Learning Engineer – Senior
S M Software Solutions Inc
Toronto, ON
- Full-time
We are seeking a highly skilled Senior Machine Learning Engineer with advanced hands-on experience in Azure Machine Learning, Microsoft Foundry/Azure AI Foundry, Machine Learning Operations…
Added 14 hours ago
SM
RQ00245 – Machine Learning Engineer – Senior
S M Software Solutions Inc
Toronto, ON
- Full-time
We are seeking a highly skilled Senior Machine Learning Engineer with advanced hands-on experience in Azure Machine Learning, Microsoft Foundry/Azure AI Foundry, Machine Learning Operations…
Added 14 hours ago
SM
RQ00245 – Machine Learning Engineer – Senior
S M Software Solutions Inc
Toronto, ON
- Full-time
We are seeking a highly skilled Senior Machine Learning Engineer with advanced hands-on experience in Azure Machine Learning, Microsoft Foundry/Azure AI Foundry, Machine Learning Operations…
Added 14 hours ago
SM
DevOps Engineer
S M Software Solutions Inc
Mississauga, ON
- Full-time
We are looking for an experienced DevOps Engineer with 10+ years of experience in DevOps engineering, CI/CD automation, infrastructure management, containerization, orchestration, and…
Added 20 hours ago
FT
Machine Learning Engineer
FDE Times
Toronto, ON · Greater Toronto Area, Canada
- Full-time
As a Machine Learning Engineer At Reddit, You Will Design And Build Production ML Systems That Power Core Experiences Across The Platform, Including

3Pillar

Forward Deployed Engineer

Canada

Full-time

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Job details

Job type: Full-time
Experience: 10+ years of professional software engineering experience, including 2+ years building and shipping production AI systems (not prototypes).
Posting language: English
Posted: Nov 8, 2026

Original job description

Forward Deployed AI Engineer

Responsibilities

Embed on-site or in tight virtual proximity with client teams for the life of the engagement, and identify the highest-leverage workflow to build first, then the next.

Build, test, and harden production-grade integrations (APIs, MCP connectors, data pipelines) directly against client systems.

Own the last mile: deployment, monitoring, user adoption, and iteration based on real usage, not just proof-of-concept handoff.

Run build-measure-learn cycles with client stakeholders, translating ambiguous business problems into scoped technical solutions.

Act as a trusted technical counterpart to client engineering leads and executive sponsors; communicate tradeoffs in business terms.

Contribute reusable patterns, connectors, and accelerators back to HelixAI (Atlas, Nexus, AIRE) for future engagements.

What Good Judgment Looks Like Here

Simplifies complexity fast: turns a messy client environment into a clear, sequenced plan without waiting for a full spec.

Decides soundly under pressure and owns the call, rather than escalating everything or waiting to be told what to do.

Writes production code directly when that's what moves the engagement forward. This isn't an architecture-only or advisory seat.

Spots risk early and adapts, rather than discovering a blocker after it's already cost the engagement time.

Turns what's learned in the field into something reusable, not a one-off fix for one client.

Qualifications

10+ years of professional software engineering experience, including 2+ years building and shipping production AI systems (not prototypes).

Depth in retrieval architecture (RAG), agent orchestration/tool-use patterns, and evaluation pipeline design.

Strong Python proficiency, with production experience using LangChain and/or LangGraph.

Hands-on AWS experience across core compute, storage, and AI/ML services (e.g., Bedrock, Lambda, S3).

Demonstrated ability to work independently and ambiguously in a client-facing, field environment.

Hands-on experience integrating with enterprise systems via APIs, webhooks, or connector frameworks.

Prior experience in a forward-deployed, solutions engineering, or field engineering role.

Nice to Have

Experience with agentic SDLC methodologies and AI-assisted development tooling (Claude Code, Cursor, GitHub Copilot, or equivalents).

Familiarity with RBAC, audit logging, and governance requirements for regulated or enterprise clients.

Background in a specific vertical (financial services, asset management, healthcare, etc.).

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More about this job

Responsibilities

Embed with client teams to identify high-impact workflows, build and harden production AI integrations, and own deployment, monitoring, adoption, and iteration. Translate ambiguous business needs into scoped technical solutions, advise client stakeholders, and contribute reusable patterns and tools for future engagements.

Requirements

Requires 10+ years of professional software engineering experience, including at least 2 years building and shipping production AI systems, with expertise in RAG, agent orchestration, evaluation pipelines, Python, LangChain or LangGraph, and AWS. Candidates must also have enterprise integration experience and be able to work independently in ambiguous, client-facing field environments; prior forward-deployed, solutions engineering, or field engineering experience is required.

Skills

Python
Retrieval-Augmented Generation (RAG)
Agent Orchestration
Tool-Use Patterns
Evaluation Pipeline Design
LangChain
LangGraph
AWS
Amazon Bedrock
AWS Lambda
Amazon S3
API Integration
MCP Connectors
Data Pipelines
Production AI Systems

Visa sponsorship

Not detected in the job text

Keywords

Forward-Deployed Engineering
Production AI Systems
Retrieval-Augmented Generation (RAG)
Agent Orchestration
Tool Use
Evaluation Pipelines
Python
LangChain
LangGraph
AWS
Amazon Bedrock
AWS Lambda
Amazon S3
APIs
MCP Connectors
Webhooks
Data Pipelines
Enterprise Systems
Production Integrations
Deployment
Monitoring
User Adoption
Build-Measure-Learn
Client-Facing Engineering
Solutions Engineering
Field Engineering
Agentic SDLC
Claude Code
Cursor
GitHub Copilot

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