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Added 8 hours ago
GF
Electrical Engineer (Controls and Infrastructure)
General Fusion Inc.
Richmond, BC
- Full-time
Added 8 hours ago
GF
Systems Modeling Engineer
General Fusion Inc.
Richmond, BC
- Full-time
Experience building process models with Python or other process modeling tools in combination with the ability to quickly pick up new tools
Added 9 hours ago
CP
Software engineer
Canada Peptide Research
Toronto, ON
- Full-time
Knowledge of programming languages such as Python, C++, or Java.
Added 9 hours ago
A
Senior Software Engineer, Java - 12 Month Contract
Aviso
Vancouver, BC
- Full-time
Stay current with emerging technologies, evaluating and integrating relevant tools and frameworks to enhance system performance and developer productivity
Added 10 hours ago
L
Murex DevOps
Luxoft
Toronto, ON
- Full-time
Added 10 hours ago
HB
Junior Integration Engineer - Trading - $80,000-$130,000 CAD + Bonus
Hunter Bond
Montreal, QC
- $80,000 to $130,000 CAD / year
- Full-time
Skills: Linux, FIX, Onboarding, Python, C++, SQL
Added 10 hours ago
AW
Senior Software Engineer, Java - 12 Month Contract
Aviso Wealth
Remote, Canada
- Full-time
- Remote
Stay current with emerging technologies, evaluating and integrating relevant tools and frameworks to enhance system performance and developer productivity
Added 11 hours ago
Senior Manager, Data Product Management
Scotiabank
Toronto, ON
Experience with data management tools and query languages (e.g., SQL, Python)
Added 11 hours ago
MS
Digital Payload Architect
MDA Space
Sainte-Anne-de-Bellevue, QC
- Full-time
Build end‑to‑end models of the signal chain (optical/RF, analog/digital) using MATLAB/Simulink, SystemView or Python‑based toolkits.
Added 12 hours ago
C
Automation Testing | API & UI Testing (US Based Role - TN Visa)
Capgemini
Mississauga, ON
- Full-time
Added 12 hours ago
M
RQ11580 - Software Developer - Senior
Maarut
Toronto, ON
- Contract
Familiarity with Python and libraries like pandas,
Added 12 hours ago
M
RQ11859 - Systems Testing/QA Specialist - Intermediate
Maarut
Toronto, ON
- Contract
Understanding of scripting languages (e.g., Python,
Added 12 hours ago
M
RQ11860 - Database Administrator - Senior
Maarut
Toronto, ON
- Contract
Added 13 hours ago
NB
Senior Data Scientist
National Bank of Canada
Montreal, QC
- Full-time
Develop predictive and descriptive analytical models using SAS, Python and SQL in cloud environments.
Added 13 hours ago
NB
Senior AI Scientist
National Bank of Canada
Montreal, QC
- Full-time
Proficiency in Python, APIs, automated testing, data pipelines, version control and CI/CD practices
Added 15 hours ago
3
Forward Deployed Engineer
3Pillar
Canada
- Full-time
Strong Python proficiency, with production experience using LangChain and/or LangGraph.
Added 15 hours ago
FI
Principal Software Engineer - Zynque
Fulfillment IQ
Remote, Canada
- $175,000 to $210,000 CAD / year
- Full-time
- Remote
Proficiency in Python and JavaScript/TypeScript (Next.js)
Added 16 hours ago
A
Consultant ou consultante Azure DevOps
Alithya
ON · Ontario, Canada
- Full-time
Strong scripting and automation skills using PowerShell, Bash, Python, or similar languages;
Added 16 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 18 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 18 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…
Added 18 hours ago
SM
DevOps Engineer
S M Software Solutions Inc
Mississauga, ON
- Full-time
Python and Linux experience will be considered an added advantage.
Added 18 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…
Added 18 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 18 hours ago
SM
DevOps Engineer
S M Software Solutions Inc
Mississauga, ON
- Full-time
Python and Linux experience will be considered an added advantage.

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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