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Added 4 months ago
ST
Flight Controls Engineer
Sapsol Technologies Inc
Remote, Canada
- Contract
- Remote
Experience with control systems design (Classical, Modern, SISO/MIMO) and V&V activities
Added 5 months ago
JC
Controls Systems Engineer / Designer
Johnson Controls
Dartmouth, Nova Scotia · CAN NS Dartmouth
- Full-time
Johnson Controls, a global leader in thermal management, mission-critical building systems, energy efficiency, and decarbonization, helps customers use energy more productively, reduce…
Added 5 months ago
JC
Electrical Design Engineer
Johnson Controls
Edmonton, Alberta · SA - Edmonton Orion
- Full-time
…execution, this role directly supports Silent‑Aire’s transition from engineer‑intensive builds to repeatable, rate‑driven manufacturing…
Added 2 months ago
Technical Director
Aecon
Toronto, ON · Montreal, QC
Establish and maintain technical governance, standards, and controls for design development, technical reviews, decision-making, change impacts, and design quality across the project…
Added 4 months ago
VA
Design Engineer
Viggle AI
Toronto, Ontario
- $80,000 to $150,000 CAD / year
- Full-time
…that reaches millions of people. We're hunting for a Design Engineer who wants to live at the delightful collision point between product design and the machinery behind…
Added 5 months ago
PA
Control & Instrument Engineering Manager
Piston Automotive
Mississauga, Ontario
- Full-time
Ability to design processes that force the right decisions through systems and controls.
Added 5 months ago
PF
Ingénieur·e principal·e en implantation | Principal Implementation Engineer
Power Factors
Remote, Canada
- Remote
Added 4 months ago
NI
Quality Engineer
NORSAT INTERNATIONAL INC
Richmond, BC
- $40,000 to $50,000 CAD / year
- Full-time
As a Quality Engineer, you are responsible for coordinating the investigation, troubleshooting, tracking, and execution of corrective actions for customer complaints, internal issues, and…
Added 5 months ago
TI
Solution Design Engineer
Toyota Industries Corporation
Mississauga, ON
- Full-time
…The consultants also engage in strategic sales of automation systems, through the use of Data Analysis, Material Handling System Design, and Computer…
Added 5 months ago
Senior Software Engineer, Backend (Consumer - Risk)
Coinbase
Canada
As a Senior Software Engineer on the Risk Engineering team within the Consumer & Business group, you'll build and optimize the systems that detect and prevent fraud, manage credit and…
Added 3 months ago
Lead Building Engineer
Lincoln Property Company
Quinte West, Ontario
The Lead Building Engineer leads and oversees the day-to-day operations and maintenance of building systems, ensuring efficient and safe building performance while supervising engineering…
Added 6 months ago
S
Senior/Lead Risk Analyst, Payment fraud
Snaplii
Toronto, Ontario
- Full-time
…who just read reports; we want strategists who can reverse-engineer fraud loops and command AI to automatically sever…
Added 6 months ago
D
Controls Systems Technician (Airport Montreal)
Daifuku
Montreal, Quebec
- Other
…largest material handling company in the world. Our advanced systems move everything from car bodies at auto plants to luggage at airports to packaged goods at warehouses. We are known as…
Added 6 months ago
D
Controls Engineer II (Airport Montreal)
Daifuku
Montreal, Quebec
- Other
As a Control Engineer II, you will be a member of the team responsible for the electrical/controls portion of airport baggage handling systems. You will participate in system engineering,…
Added 6 months ago
D
Mechanical Engineer II (Airport Montreal)
Daifuku
Montreal, Quebec
- Other
…largest material handling company in the world. Our advanced systems move everything from car bodies at auto plants to luggage at airports to packaged goods at warehouses. We are known as…
Added 5 months ago
B
Applied AI Engineer
Bounteous
Montreal, Quebec
- Full-time
…full-stack engineers who have designed, built, and operated GenAI systems in production, and who understand failure modes, evaluation practices, and governance for mission-critical…
Added 5 months ago
EV
Principal Engineer, Electrical
Elk Valley Resources
Sparwood, BC
- $153,000 to $189,000 CAD / year
Reporting to the Director, Maintenance, the Principal Engineer, Electrical will be central authority responsible for electrical governance, standards and compliance across all EVR assets.…
Added 5 months ago
Applications Engineer
BOS Innovations
London, Ontario
Strong understanding of industrial automation systems, including machine vision, robotics, controls, and manufacturing processes
Added 2 months ago
Developer, Cloud Engineering
Scotiabank
Toronto, ON
We are looking for an energetic and results-driven Cloud Engineer who is passionate about technology and is excited to play a key role in advancing the bank on its cloud strategy by…
Added 5 months ago
UI
Senior Controls Engineer
Uptime Industrial Inc.
Surrey, British Columbia
- $50 to $60 CAD / hour
Reporting to the Industrial Controls Manager, the Senior Controls Engineer plays a vital role in delivering and maintaining advanced automation systems at customer sites. You will lead…
Added 5 months ago
A
Senior Cost Controller (EPCM projects)
AtkinsRéalis
Montreal, Quebec
- Full-time
…analysis, while ensuring consistency with corporate project controls standards and…
Added 2 months ago
GF
Controls Engineer
General Fusion Inc
Richmond, BC
- $90,000 to $110,000 CAD / year
General Fusion is searching for an experienced Controls Engineer to join our Controls & Electronics team on our path to commercial fusion. Reporting to the Manager, Controls & Electronics,…
Added 2 months ago
Sr. Corporate Packaging Engineer
Florida Crystals / ASR Group
Toronto, ON
The Senior Corporate Packaging Engineer is a technical resource for the various packaging locations across the ASR Enterprise. He/she will work with dry food packaging operations to…
Added 4 months ago
A
I&C engineer
AtkinsRéalis
Mississauga, Ontario
- Full-time
We are seeking an Instrumentation and Controls (I&C) Engineer to join our team. The candidate is required to work on the design and development of I&C systems on project involving new…
Added 2 months ago
A
Planner
AtkinsRéalis
Mississauga, ON
- Full-time
…technology to transform the world's infrastructure and energy systems. Together, with our industry partners and clients, and our global team of consultants, designers, engineers and project…

Bounteous

Applied AI Engineer

Montreal, QC, Canada

Full-time

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Job details

Job type: Full-time
Experience: 5+ years of strong front-to-back engineering experience, focusing on AI ML platforms and workflows (Python or Java).
Posting language: English
Posted: Jun 5, 2026

Original job description

Bounteous is a global AI Services firm where agentic engineering and human experience converge to deliver transformative business outcomes for the enterprise. We help organizations design, build, and scale AI-driven products, platforms, and processes. With more than 5,000 team members worldwide, Bounteous delivers AI that sticks, powering adoption and outcomes that move organizations from experimentation to true transformation. Bounteous is backed by New Mountain Capital, a New York-based growth-oriented investment firm that emphasizes business building.

As part of our team, you will help build an enterprise-grade GenAI workflow platform supporting document data extraction, integrated productivity assistants, and automated business processes across multiple lines of business. This is a production-focused role - not research or prototyping. We are looking for senior, hands-on full-stack engineers who have designed, built, and operated GenAI systems in production, and who understand failure modes, evaluation practices, and governance for mission-critical AI-powered platforms.

\nInformation Security Responsibilities

Promote and enforce awareness of key information security practices, including acceptable use of information assets, malware protection, and password security protocols
Identify, assess, and report security risks, focusing on how these risks impact the confidentiality, integrity, and availability of information assets
Understand and evaluate how data is stored, processed, or transmitted, ensuring compliance with data privacy and protection standards (GDPR, CCPA, etc.)
Ensure data protection measures are integrated throughout the information lifecycle to safeguard sensitive information

Responsibilities:

Design and evolve reusable GenAI workflows used across Lending business lines.
Develop an enterprise grade AI-based document ingestion and data extraction capability, including traceability, confidence scoring, and human-in-the-loop review.
Build AI-powered assistants embedded in Lending systems using agentic workflows.
Deliver automated content and deck generation workflows for reporting and approvals.
Provide expert advice on GenAI architecture including model selection, orchestration patterns, and evaluation strategy.
Establish LLMOps practices: extraction accuracy, assistant reliability, prompts management, and audit monitoring.
Design and implement controls for entitlements, PII handling within open-source models in a regulated environment.
In the role you are expected to act as a hands-on technical expert, and it has a clear path to becoming a platform owner responsible for shared GenAI standards across Lending.

Requirements:

2+, dedicated experience in practical application of GenAI solutions in an enterprise business environment. Designing and operating GenAI orchestration frameworks in production beyond vendor examples (e.g., LangChain systems),
5+ years of strong front-to-back engineering experience, focusing on AI ML platforms and workflows (Python or Java).
Proven experience building and operating production‑grade GenAI / LLM platforms, applying patterns such as RAG, tool/function calling, agentic workflows, and validated structured outputs.
Strong LLMOps expertise, including evaluation harnesses, prompt and version management, regression testing, observability, and reliability measurement in production systems.
Hands‑on experience building AI-first data ingestion pipelines with measurable quality, accuracy, and reliability.
Advanced retrieval experience advanced vector search, including multi‑vector and late‑interaction approaches (e.g., ColBERT, chunking), multi‑stage retrieval pipelines, metadata filtering, re‑ranking. Solid understanding of evaluation metrics and how they shape practical RAG system design (e.g., recall vs precision, latency vs quality, MRR, NDCG).
Experience operating GenAI systems through real production failures (model regressions, retrieval degradation, prompt drift, data quality issues) and designing mitigation strategies.

Nice to Have:

Fixed Income or Institutional Lending domain experience.
Experience working in regulated environments with strong audit and control requirements.
Familiarity with enterprise security, data governance, and entitlement models.
Experience designing reusable internal platforms or shared developer tooling.
Frontend experience is beneficial (Angular or React)

We invite you to stay connected with us by subscribing to our monthly job openings alert here.

Bounteous is proud to be an equal opportunity employer. Bounteous does not discriminate on the basis of race, religion, color, sex, gender identity, sexual orientation, age, physical or mental disability, national origin, veteran status, or any other status protected under federal, state, or local law. Bounteous is willing to sponsor eligible candidates for employment visas.

For employment opportunities based in Canada:

Bounteous is an equal opportunity employer. In accordance with the Ontario Human Rights Code and Accessibility for Ontarians with Disabilities Act, 2005, accommodation will be provided at any point throughout the hiring process, provided the candidate makes their accommodation needs known to Bounteous. We welcome applications from all qualified candidates.

*Must be legally eligible to work in Canada.

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More about this job

Responsibilities

Design and implement enterprise-grade GenAI workflows and document extraction capabilities for Lending business lines. Establish LLMOps practices and provide expert guidance on AI architecture, orchestration, and governance.

Requirements

Requires 5+ years of full-stack engineering experience with at least 2 years dedicated to production GenAI solutions. Must have proven expertise in RAG, agentic workflows, and operating AI platforms in regulated environments.

Skills

Generative AI
LLMOps
Python
Java
RAG
LangChain
Vector Search
Agentic Workflows
Full-stack Engineering
Data Ingestion Pipelines
Prompt Management
Information Security
Angular
React
Model Evaluation
API Orchestration

Visa sponsorship

Detected

Keywords

GenAI
LLM
RAG
LLMOps
Python
Java
LangChain
ColBERT
Vector Search
Agentic Workflows
Data Extraction
PII Handling
GDPR
CCPA
Angular
React
Fixed Income
Institutional Lending
Information Security
Model Regression
Prompt Drift
Metadata Filtering
Re-ranking
MRR
NDCG
Enterprise Architecture
Cloud
Data & AI
Digital Transformation
Consulting

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