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Added 10 mins ago
Campus I&D: Associate Application Consultant
Capgemini
Mississauga, ON
Build and maintain data pipelines, data lakes, and data warehouses to support analytics and AI initiatives.
Added 10 mins ago
F
Senior / Staff Engineer, Applied AI (Float Intelligence)
Float
Remote, Canada
- Full-time
- Remote
Added 10 mins ago
P
Transaction Services Manager  - Financial Services (Bilingual FR/EN)
PwC
Vancouver, BC · Toronto, ON · Montreal, QC
- Full-time
…net working capital and analysis of debt and debt-like items. Data analytics tools will be utilized to drive efficiencies in data processing and analysis, and to present data…
Added 10 mins ago
OT
Junior Instrumentation Technician
Ontario Transit Group
Toronto, ON
- Full-time
…infrastructure and construction projects. Working under the guidance of senior Instrumentation & Monitoring (I&M) personnel, the incumbent assists with field installations, data collection…
Added 10 mins ago
Manager, Investigations
Real Estate Council of Ontario
Toronto, ON
Working closely with Litigation, Registration, Compliance, Inspections, Policy, and senior leadership, the Manager develops investigation strategies, modernizes investigative practices,…
Added 10 mins ago
T
Manager, Issues Management (Corporate Operational Risk Management) (5660)
TD
Toronto, ON
- Full-time
Analyze quantitative and qualitative Enterprise Issues Management data to identify trends, recurring themes, systemic drivers and remediation concerns. Assess the risk implications and…
Added 10 mins ago
S
Clinical Nurse Specialist, Gynecological Surgical Oncology Program - BC Cancer - Vancouver
Sanya’k̓ula
Vancouver, BC
- Full-time
…province. Working within a multi-disciplinary health team and senior leadership, the Clinical Nurse Specialist ensures projects, initiatives, and program evaluations all consider the…
Added 10 mins ago
VI
Staff Information Security Engineer - Threat Detection & Response
Visier Inc.
Vancouver, BC
- Full-time
This senior technical IC role owns Visier’s threat detection and response capabilities end-to-end - driving the overarching strategy, tooling engineering, detection content, and incident…
Added 10 mins ago
MM
Senior H&B Consulting Analyst
Marsh McLennan
Calgary, AB
- Full-time
We are currently looking for a Senior Health & Benefits (H&B) Consultant Analyst to join our team. This hybrid role requires working at least three days a week in our Calgary office.
Added 10 mins ago
Q
Senior Revenue Enablement Specialist, Digital
Quadient
Markham, ON
- $90,000 to $100,000 CAD / year
- Full-time
We are looking for an experienced and results-driven Senior Revenue Enablement Specialist, Digital to join our global Revenue Enablement team.
Added 10 mins ago
LS
M&A Originations Director
LEO Software Group
Canada
- Full-time
…geographies, and coordinate coverage across the team. Use CRM data to find overlooked prospects and close gaps. Choose conferences on evidence and come back with…
Added 25 mins ago
RC
Senior Accountant (6 month Contract)
Randstad Canada
Toronto, ON
- $35 to $45 CAD / hour
- Contract
Monitor and report on key financial and operational metrics, transforming data trends into actionable operational insights.
Added 25 mins ago
MH
Senior Human Resources Generalist
Mint Health + Drugs
AB · Edmonton, AB
- $65,000 to $75,000 CAD / year
- Full-time
- Generate HR reports and maintain workforce data analytics.
Added 25 mins ago
RS
Product Owner
Radiant Systems Solutions, Inc
AB · Edmonton, AB
- Contract
The Senior Product Owner is an individual contributor who provides product leadership through influence for an Alberta SAP agile delivery team. Working across business and technology…
Added 25 mins ago
FT
Senior Product Manager
Factor Talent
Toronto, ON · Greater Toronto Area, Canada
- $160,000 to $200,000 CAD / year
- Full-time
…ticketing, capacity, memberships, point of sale, web stores, and the data that tells them how how to grow their…
Added 25 mins ago
W
Senior Data Engineer / Data Analyst
Wipro
Mississauga, ON
- Full-time
Expert-level proficiency in SQL for data analysis, reporting, and optimization.
Added 25 mins ago
FI
QA Specialist (SQL, ETL)
Flexstaf I.T. Inc.
Toronto, ON · Greater Toronto Area, Canada
- Contract
Position: Systems Testing/QA Specialist - Senior (SQL, ETL, Data Warehouse, Data Migration)
Added 25 mins ago
GD
Senior Integrations Engineer
Globalfaces Direct
Toronto, ON · North York, ON
- $95,000 to $115,000 CAD / year
- Full-time
…integrations, our tablet app (Insight), and Azure/SQL Server data pipelines. We are seeking a Senior Integrations Engineer to own the architecture, delivery, and reliability of secure,…
Added 25 mins ago
KG
Data Governance Lead
K&K Global Talent Solutions INC.
Toronto, ON
- Full-time
Ability to integrate governance, quality, lineage and observability controls across cloud, lakehouse, data warehouse, data integration and analytics ecosystems.
Added 25 mins ago
SC
Analyste d'affaires système (BSA) Guidewire ( Senior)
SII Canada
Montreal, QC
- Full-time
Added 25 mins ago
RB
Financial Controller
Renewal By Andersen of British Columbia
Vancouver, BC · Greater Vancouver Metropolitan Area
- $130,000 to $150,000 CAD / year
- Full-time
The Financial Controller is a senior leadership role and the financial voice at the leadership table. You will translate financial results into meaningful business insights, align…
Added 25 mins ago
RC
Senior Building Performance Engineer
Randstad Canada
Vancouver, BC
- $125,000 to $160,000 CAD / year
- Full-time
Verify operational improvements through field testing and data analysis.
Added 25 mins ago
NS
Senior Data Architect
Nimble Science
Calgary, AB
- Full-time
We are seeking a driven and detail-oriented Senior Data Architect to support our Data Science and Manufacturing- and Clinical Operations Analytics and play a critical role in driving our…
Added 40 mins ago
FS
Senior Analyst, Quality Assurance Products
Four Seasons Hotels and Resorts
Toronto, ON · Four Seasons Corporate Headquarters Toronto
- Full-time
The Senior Analyst, Quality Assurance (QA) Products is responsible for executing and supporting QA activities across Microsoft Dynamics 365 Finance & Operations enhancements, integrations,…
Added 40 mins ago
Senior Manager, Business Banking Advisory - Tangerine
Scotiabank
Toronto, ON
…Marketing, Community and Ecosystem, Operations, Risk, Finance, Data, Analytics, and Technology. The role is intended for someone who can bring an external small business growth perspective,…

Robots and Pencils

Staff Engineer / AI Builder - Toronto

Toronto, ON, Canada

The salary range for this role is $ $165,604 - $228,491 USD.

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Job details

Pay: The salary range for this role is $ $165,604 - $228,491 USD.
Experience: 6+ years of professional software engineering experience, including meaningful time shipping GenAI/LLM-powered systems in production - not just prototypes
Posting language: English
Posted: Nov 3, 2026

Original job description

We’re looking for a Staff AI Builder to lead the design and delivery of AI/ML systems. This role is ideal for an experienced engineer who thrives on architectural decisions, can confidently own systems end-to-end, and contributes to technical leadership across the team.

In this role, you will work as a key technical leader on a cross-functional team, defining AI architecture, leading model development and optimization, and solving challenging integration problems. You’ll be joining real, in-flight work where reliability, security, and scalability are critical. You’ll establish engineering standards, raise the bar on how we build AI systems, and contribute to the technical decisions that shape how our AI work scales over time.

Why This Role Matters

At Robots & Pencils, we design AI systems for a human world. Our name says it all. Robots and pencils means engineering paired with creativity, because every agent we ship has to work for real people in real workflows. That balance is baked into how we operate.

Every role here contributes directly to that mission. Here, you shape how AI systems integrate into enterprise operations, how teams move at real velocity, and how products create measurable impact for clients and the people they serve. We ship production-ready AI in 30 to 45 days. That pace demands people who take ownership, lead with craft, and care deeply about what they put their name on.

What You'll Do

Agentic & GenAI Engineering

Design and build agentic workflows - reasoning loops, tool/function calling, and orchestration across single- and multi-agent architectures - with clear judgment on which pattern fits the problem and which doesn't
Build and maintain RAG pipelines: chunking strategy, embeddings, vector search (OpenSearch), re-ranking, and staleness/refresh handling for dynamic knowledge sources
Integrate with AWS Bedrock and Agent Core, including MCP-based tool design - writing tool descriptions precise enough that an orchestrator routes correctly every time
Write and iterate on production system prompts - structured role framing, output constraints, and few-shot design - not just prompt tinkering
Build eval and observability into every agent you ship: golden datasets, RAGAS-style metrics, LLM-as-judge (as both a runtime guardrail and an offline eval), and tracing via LangFuse/LangSmith or equivalent
Design for LLM failure, not just LLM success: retries with backoff and jitter, circuit breakers, fallback models, and a clear user-facing story when something upstream degrades

Full-Stack & Platform Engineering

Build backend services in Python and Node.js, including serverless architectures (AWS Lambda, API Gateway) that support agentic workflows
Design DynamoDB single-table schemas - composite keys, transactional writes - for conversation state, agent memory, and session history
Support event-driven orchestration (Step Functions, SQS, EventBridge) for asynchronous agent operations, with an eye toward reliability and clean error handling
Contribute to frontend integration points so agentic features land cleanly for end users, and write clean, well-tested code across the stack
Support deployment, monitoring, and production troubleshooting in cloud-native environments (AWS, Docker), with guidance from senior engineers where needed

Collaboration & Technical Leadership

Bring informed technical judgment to architecture discussions - naming the real trade-offs of a pattern (e.g., gateway centralization vs. latency, single- vs multi-agent design) rather than defaulting to what's familiar
Partner with product, design, and delivery leads across global teams to scope and ship features end-to-end
Mentor other engineers on the pod and help raise the bar on agentic engineering practices, including AI-assisted development tools like Claude Code
Own assigned features and releases end-to-end - including the unglamorous parts: debugging, hardening, and keeping production systems trustworthy

What You'll Bring

6+ years of professional software engineering experience, including meaningful time shipping GenAI/LLM-powered systems in production - not just prototypes
Real, hands-on depth in agentic AI: reasoning loops, tool/function calling, multi-agent orchestration, and a considered point of view on when single-agent design beats multi-agent, and why
Practical RAG expertise: chunking strategies, embeddings, vector databases (OpenSearch or similar), cosine similarity search, and re-ranking - you can explain the mechanism, not just the terminology
Experience building evaluation and observability for LLM systems: golden datasets, LLM-as-judge, RAGAS or comparable metrics, and tracing tools like LangFuse/LangSmith
Strong prompt engineering skills - you can write a production system prompt with real structure and constraints on request, not just describe the concept
Hands-on experience with the AWS GenAI stack: Bedrock, Agent Core, Lambda, DynamoDB (single-table design), S3, SQS, EventBridge, Step Functions
Strong Python and Node.js skills, with experience building full-stack applications and RESTful APIs
Solid understanding of production reliability patterns for LLM-backed systems: retries/backoff, circuit breakers, fallback models - as a bundle, not a single tactic
Experience with containerization (Docker) and cloud-native deployment
Comfort owning ambiguous, integration-heavy problems, and the ability to go a level deeper when someone pushes on your answer instead of staying abstract
Legally authorized to work in Canada and eligible to secure immediate U.S. non-immigrant work authorization (e.g., TN status under USMCA) for mandatory weekly on-site client delivery (3 days/week) in the United States.

Helpful Extras and Unique Skills

Direct experience with Amazon Bedrock Agent Core - agent registration, MCP tool wiring, memory/session management, gateway provisioning
Experience in a regulated or high-stakes domain (education, healthcare, financial services) where evaluation rigor and reliability carry real consequences
Familiarity with workflow orchestration tools such as Step Functions, Sequencer, or similar state-machine-based systems
A point of view on LLM observability tooling, gained from actually running it in production rather than reading about it

The below range reflects the range of possible compensation for this role at the time of this posting. We may ultimately pay more or less than the posted range. This range may be modified in the future. An employee's position within the salary range will be based on several factors including, but not limited to, relevant education, qualifications, certifications, experience, skills, seniority, geographic location, performance, shift, travel requirements, sales or revenue-based metrics, any collective bargaining agreements, and business or organizational needs. The salary range for this role is $ $165,604 - $228,491 USD.  We offer a comprehensive package of benefits including paid time off, medical/dental/vision insurance and 401(k) to eligible employees.

An offer of employment may be conditional upon successful completion of a background check in accordance with local legislation and our candidate privacy notice. Your current employer will not be contacted without your permission.  We are committed to ensuring equal employment opportunities for all job applicants and employees. Employment decisions are based upon job-related reasons regardless of an applicant's race, color, religion, sex, sexual orientation, gender identity, age, national origin, disability, marital status, genetic information, protected veteran status, or any other status protected by law.

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More about this job

Responsibilities

Design and deliver production-grade agentic AI systems, including orchestration, RAG pipelines, prompts, evaluation, observability, and reliability safeguards. Build and support cloud-native services and integrations, make architecture decisions, mentor engineers, and own features and releases end-to-end.

Requirements

Requires 6+ years of software engineering experience, including production experience with GenAI/LLM systems, and hands-on expertise in agentic AI, RAG, evaluation, observability, and prompt engineering. Candidates should have strong Python and Node.js skills, experience with AWS services and production reliability patterns, and authorization to work in Canada plus eligibility for immediate U.S. non-immigrant work authorization.

Skills

Agentic AI
Generative AI
Large Language Models
RAG
Prompt Engineering
Python
Node.js
AWS Bedrock
Amazon Bedrock Agent Core
DynamoDB
OpenSearch
LLM Evaluation
LLM Observability
AWS Lambda
Docker
System Architecture

Benefits

Paid Time Off
Medical Insurance
Dental Insurance
Vision Insurance
401(k)

Visa sponsorship

Not detected in the job text

Keywords

Agentic AI
Generative AI
Large Language Models
Reasoning Loops
Tool Calling
Multi-Agent Orchestration
Retrieval-Augmented Generation
Embeddings
Vector Search
OpenSearch
Re-Ranking
AWS Bedrock
Amazon Bedrock Agent Core
Model Context Protocol
Prompt Engineering
RAGAS
LLM-as-Judge
LangFuse
LangSmith
Python
Node.js
AWS Lambda
DynamoDB
Step Functions
SQS
EventBridge
Docker
Serverless Architecture
Circuit Breakers
Retries and Backoff

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