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Added 28 mins ago
P
Application Engineer
Promation
Oakville, ON
- $90,000 to $114,000 CAD / year
- Full-time
Experience in automation, automotive manufacturing, machine building, or systems integration
Added 57 mins ago
A
Senior Dynamics 365 F&O Functional Consultant-RQ00762
Amyantek
Toronto, ON
- Contract
Strong D365 integration and data experience, particularly integrating F&O with other enterprise platforms using DMF, Dataverse, Power Platform and Microsoft integration…
Added 1 hour ago
TI
Guidewire PolicyCenter Integration Developer
Themesoft Inc.
Toronto, ON
- Contract
Position: Guidewire PolicyCenter Integration Developer
Added 1 hour ago
VT
Sr IOS Tester
Volgo Technologies
Vancouver, BC
- Contract
Understands the concepts of Continuous Integration and Continuous Deployment and their significance
Added 2 hours ago
3
Forward Deployed Engineer
3Pillar
Canada
- Full-time
Added 2 hours ago
HT
Assembly Technician (Contract)
Husky Technologies
Bolton, ON
- Full-time
Assist with troubleshooting, adjusting, maintaining, and repairing mechanical, hydraulic, pneumatic, and /or Electrical systems during assembly, testing, or integration stages
Added 2 hours ago
HT
Maintenance Technician
Husky Technologies
Bolton, ON
- Full-time
Added 2 hours ago
FI
Principal Software Engineer - Zynque
Fulfillment IQ
Remote, Canada
- $175,000 to $210,000 CAD / year
- Full-time
- Remote
Zynque is FIQ's integration platform (iPaaS) for supply chain and logistics. After a year of development, it is live in production with active customers onboarding, and it now needs to grow…
Added 3 hours ago
BT
IT & Innovation Consultant, SR&ED
Baker Tilly Canada
Windsor, ON
- Full-time
Assist our internal developer with automation projects during periods of lower SR&ED workload, particularly following the tax season.
Added 4 hours ago
RM
Manager - Diagnostic Imaging
Ross Memorial Hospital
Kawartha Lakes, ON · Lindsay, ON
- Full-time
Lead departmental initiatives focused on continuous quality improvement, patient experience, service innovation, operational efficiency, and system integration.
Added 4 hours ago
BG
Director of Marketing & Digital Commerce
Barbecues Galore
Burlington, ON
- Full-time
Added 5 hours ago
SM
RQ11516 – Solutions Designer – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
…Microsoft Power Platform, Azure solution design, enterprise integration, backend development, and cloud-based technologies. The ideal candidate will have extensive experience designing and…
Added 5 hours ago
SM
RQ11734 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
Experience assessing services for integration with shared platforms and reusable capabilities.
Added 5 hours ago
SM
RQ11858 – Oracle Cloud Integration Specialist – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a highly skilled Senior Oracle Cloud Integration Specialist with extensive experience in Oracle Fusion Cloud applications, Oracle Integration Cloud (OIC), Oracle Recruiting…
Added 5 hours ago
SM
RQ11858 – Oracle Cloud Integration Specialist – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a highly skilled Senior Oracle Cloud Integration Specialist with extensive experience in Oracle Fusion Cloud applications, Oracle Integration Cloud (OIC), Oracle Recruiting…
Added 5 hours ago
SM
RQ11735 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
Experience assessing services for integration with shared platforms and reusable capabilities.
Added 5 hours ago
SM
RQ11731 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
…stakeholder engagement, Agile delivery, and enterprise platform integration. The successful candidate will work closely with business and technical teams to analyze current-state processes,…
Added 5 hours ago
SM
RQ11734 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
Experience assessing services for integration with shared platforms and reusable capabilities.
Added 5 hours ago
SM
RQ11731 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
…stakeholder engagement, Agile delivery, and enterprise platform integration. The successful candidate will work closely with business and technical teams to analyze current-state processes,…
Added 5 hours ago
SM
RQ11673 – Report Developer – Junior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Junior Report Developer / Data Engineer with experience in developing, implementing, and maintaining enterprise data solutions using modern Azure cloud technologies. The…
Added 5 hours ago
SM
RQ11734 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
Experience assessing services for integration with shared platforms and reusable capabilities.
Added 5 hours ago
SM
RQ11845 – Software Developer – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a highly skilled Senior Software Developer with extensive experience in designing, developing, and maintaining large-scale, multi-client web applications. The ideal candidate…
Added 5 hours ago
SM
RQ11487 – Software Developer – ETL – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a highly experienced Senior Software Developer – ETL with strong expertise in Azure data technologies, data engineering, ETL development, Microsoft Fabric, Azure Databricks,…
Added 5 hours ago
SM
RQ11487 – Software Developer – ETL – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a highly experienced Senior Software Developer – ETL with strong expertise in Azure data technologies, data engineering, ETL development, Microsoft Fabric, Azure Databricks,…
Added 5 hours ago
SM
RQ11676 – Software Developer – ETL – Intermediate
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking an experienced Intermediate Software Developer – ETL (Power BI Developer) with strong expertise in Microsoft Power BI, DAX, Power Query (M), SQL, data modelling, and…

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.).

Apply About employer

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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