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Added 2 days ago
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PowerBI Developer, ETL, Azure, Databricks, SQL
Bevertec
Toronto, ON · Greater Toronto Area, Canada
- Contract
The Government of Ontario is seeking an experienced Software Developer - ETL/Power BI Developer to support the Ontario Data Platform (ODP), a large-scale Data & AI transformation…
Added 2 days ago
TI
Box Technical Architect
Themesoft Inc.
Toronto, ON
- Contract
· Hands-on technical ability with programming languages including Python, TypeScript, Node.js, MongoDB, expertise in REST APIs, JSON, DevOps, and infrastructure considerations.
Added 2 days ago
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Software Engineer (AI Agents)
Fluent, LLC
Remote, Canada
- $130,000 to $155,000 CAD / year
- Full-time
- Remote
You are a builder who ships. You are strong in Python and SQL, you have put at least one LLM-powered application in front of real users, and you know the difference between a demo and a…
Added 2 days ago
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Digital Operations, Senior Associate
PwC
Toronto, ON
- Full-time
…outcomes that’ll elevate your career. You will work closely with Managers and senior team members to translate planning and readiness questions into analytical outputs that inform…
Added 2 days ago
Senior BI Analyst, Reporting & BI (m/f/x)
HelloFresh
Toronto, ON
You combine analytical depth with engineering capabilities: translating ambiguous business questions into actionable insights and own end-to-end delivery - from raw data ingestion through…
Added 2 days ago
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Senior Information Security (Application Security)
TD
Toronto, ON
- Full-time
We work closely with developers, application teams and security partners to embed security into developer workflows, automate security operations and simplify vulnerability remediation. The…
Added 2 days ago
T
Senior Business Intelligence Analyst – Power BI
TD
Toronto, ON
- Full-time
This is a hands-on technical role for someone with strong Power BI and DAX expertise, strong data visualization skills, and experience working with SQL, Python and Databricks.
Added 2 days ago
T
Senior Business Intelligence Analyst – Power BI
TD
Toronto, ON
- Full-time
This is a hands-on technical role for someone with strong Power BI and DAX expertise, strong data visualization skills, and experience working with SQL, Python and Databricks.
Added 2 days ago
AM
IP-Post Silicon Validation Engineer
Advanced Micro Devices, Inc
Markham, ON
- Full-time
…knowledge and skills of the team around you. You are a self-starter with strong analytical and problem-solving skills and are willing to learn and ready to independently drive tasks to…
Added 2 days ago
AI
Practice Lead - Data & AI
Architecture in Motion Inc.
Mississauga, ON
- Full-time
…capabilities, and strong AI engineering knowledge, together with the ability to translate those capabilities into compelling client…
Added 2 days ago
AM
Research Associate (12 month term)
Alberta Machine Intelligence Institute
Edmonton, AB
- Full-time
Strong Python programming skills and proficiency with modern machine learning frameworks, particularly PyTorch.
Added 2 days ago
AM
Machine Learning Resident - Client: ModeDi (12 month term)
Alberta Machine Intelligence Institute
Edmonton, AB
- Full-time
This is a paid Residency that will be undertaken over a twelve-month period with the potential to be hired by our client, ModeDi, afterwards (note: at the discretion of the client). The…
Added 2 days ago
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IP-Post Silicon Validation Engineer
AMD
Markham, ON
- $155,200 to $232,800 CAD / year
- Full-time
…knowledge and skills of the team around you. You are a self-starter with strong analytical and problem-solving skills and are willing to learn and ready to independently drive tasks to…
Added 2 days ago
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Software Engineer
Cisco
Ottawa, ON
- $116,700 to $165,800 CAD / year
- Full-time
…thrive on collaboration and constant innovation, working closely with cross-functional teams to solve complex infrastructure challenges in real-time. We cultivate a culture of continuous…
Added 2 days ago
A
Senior Software Engineer, Analytics and Reporting Solutions ⭐
Achievers
Toronto, ON
- Full-time
…work gets done. Our tech stack leverages microservices built with Python and Go, running on GCP and Kubernetes. We're creating smoother, smarter, and more delightful experiences for our…
Added 2 days ago
ES
Software Engineer (Java, Python & Linux)
Enterprise Solutions Inc.
Toronto, ON
- Contract
We are looking for an experienced Software Engineer with strong hands-on expertise in Java, Python, Linux, and CI/CD to join a dynamic DevSecOps team supporting a large-scale, highly…
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Artificial Intelligence Engineer
Hays
Toronto, ON
- Contract
We are looking for an AI Engineer with strong Python development experience and hands-on expertise in building and deploying Generative AI solutions.
Added 2 days ago
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Python Software Engineer (Client Facing Consultant)
Luxoft
Toronto, ON
- $120,000 to $150,000 CAD / year
- Full-time
…experienced, self-directed software engineer who can operate with a high degree of autonomy, take ownership of outcomes, solve ambiguous problems, and deliver working solutions with minimal…
Added 2 days ago
RE
Platform Integration and Monitoring Consultant
Randstad Enterprise
Montreal, QC
- Full-time
Develop automation solutions and operational tooling using Python, Shell scripting, and AI-assisted development technologies to improve efficiency, reduce manual effort, and increase…
Added 2 days ago
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AWS AI Solution Architect
DEDICATTED
Canada
- Full-time
Experience with Python and modern AI application development frameworks.
Added 2 days ago
AC
System Support Specialist (AI and Automation)
ALT Consulting
Ottawa, ON
- Full-time
We're looking for a System Support Specialist who is passionate about technology, comfortable working with clients, and already using AI tools as part of their everyday work.
Added 2 days ago
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Forward Deployed Full-Stack Engineer: Next.js + AWS AgentCore
DEDICATTED
Canada
- Full-time
We are looking for a Senior Full-Stack Engineer to join our team. You will work directly with our clients to design and build complex, production-grade Proofs of Concept for agentic AI…
Added 2 days ago
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Machine Learning Resident - Client: ModeDi (12 month term)
Amii (Alberta Machine Intelligence Institute)
AB · Edmonton, AB
- Full-time
This is a paid Residency that will be undertaken over a twelve-month period with the potential to be hired by our client, ModeDi, afterwards (note: at the discretion of the client). The…
Added 2 days ago
VT
Hardware Test Engineer
VANJOBS Technical Recruiters
Vancouver, BC
- Full-time
…doorbells, smart lighting, and security bundles. Their partnership with AWS has resulted in over 4 million subscribers for advanced data storage and access. With over 550 employees, their…
Added 2 days ago
A
Senior Java Software Engineer
Artech
Mississauga, ON
- Contract
We are seeking a Senior Software Developer with deep Java technology expertise to work directly with our Fintech clients in the Spread Products space. This is a hybrid…

Amii (Alberta Machine Intelligence Institute)

Machine Learning Resident - Client: ModeDi (12 month term)

AB, Canada
Edmonton, AB, Canada

Full-time

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Job details

Job type: Full-time
Apply by: Dec 5, 2026
Posting language: English
Posted: Nov 5, 2026

Original job description

“If you are excited about applying to LLMs to tackle real-world challenges in real estate appraisal and land-use analysis, this is a perfect opportunity for you. Be a part of the team of research and machine learning scientists building deployable real-world ML applications from ground up and get mentored by some of the best minds in AI during the process.”

Soumik Farhan, Machine Learning Scientist and Amor Provins, Product Owner, Advanced Technology

About The Role

This is a paid Residency that will be undertaken over a twelve-month period with the potential to be hired by our client, ModeDi, afterwards (note: at the discretion of the client). The Resident will report to an Amii Scientist and regularly consult with the client team to share insights and engage in knowledge transfer activities.

Successful candidates will be members of a cross-functional project team with backgrounds in ML research, project management, software engineering, and new product development. This is a rare opportunity to be mentored by world-class scientists and to develop something truly impactful.

About The Client

ModeDi Inc. is a Manitoba-based Canadian technology company devoted to modernizing appraisal professional’s collection, management, and analysis of real estate data. The company’s mission is to allow appraisers and real estate professionals to do better work, faster, so that their focus can remain on valuation, client advice, and professional judgment rather than repetitive administrative tasks. Its vision is to deliver personalized, secure, and accessible real estate data solutions that provide users with a modernized workflow effectively regardless of firm size.

About The Project

The development is a real estate-focused artificial intelligence LLM that will combine the firm's internal company data and publicly available data to support more informed property analysis for appraisers. The tool provides the background information of each conclusion to the user with an evaluated confidence level for background benefits. The planned capability is intended to help appraisal professionals identify relevant property information, analyze comparable and historical data, and develop stronger valuation insights while keeping the data used secure and the final conclusions with the appraiser.

Required Skills / Expertise

Are you passionate about building great solutions? You’ll be presented with opportunities to both personally and professionally develop as you build your career. We’re looking for a talented and enthusiastic individual with a solid background in machine learning, large language models, and agentic AI systems, along with proven experience in applied settings.

Key Responsibilities

Design, build, and evaluate a secure LLM-based system that streamlines appraisal workflows and supports highest and best use (HBU) analysis for real estate appraisers.
Develop ingestion and retrieval pipelines that parse mixed text and tabular content from municipal planning documents and zoning bylaws.
Build citation-grounded generation and confidence estimation components so that every output can be traced to its source documents and used to defend completed appraisal reports.
Build evaluation infrastructure, including expert-annotated benchmarks, citation accuracy and faithfulness scoring, confidence calibration analysis, adversarial and prompt-injection test suites, and CI-gated regression testing.
Implement secure system infrastructure with role-based access control that restricts access exclusively to vetted appraisers, along with auditable logging of system usage.
Conduct applied research in retrieval-augmented generation, document and table understanding, and uncertainty quantification to improve the accuracy and reliability of system outputs.
Collaborate with the project team and stakeholders to develop MVP and client focused solutions.
Engage in regular client meetings, contributing to presentations and reports on project progress.

Required Qualifications

Completion of a Computer Science (or a related graduate degree program) MSc. or PhD with specialization in Natural Language Processing, Machine Learning, Large Language Models, or Applied AI.
Research or project experience with retrieval-augmented generation, document parsing, or LLM-based question answering over long or semi-structured documents.
Proficiency in Python and modern AI frameworks such as PyTorch, Hugging Face, Transformers, vLLM, Unsloth, LangGraph, Pydantic, and commercial LLM APIs (e.g., Anthropic, OpenAI), and related machine learning libraries.
Familiarity with linux, Git version control, and writing clean code.
A positive attitude towards learning and understanding a new applied domain.
Must be legally eligible to work in Canada.

Preferred Qualifications

Experience designing evaluation frameworks for LLM or retrieval-augmented systems, including benchmark construction, LLM-as-judge methods, faithfulness and citation evaluation, and offline and online evaluation.
Experience with the Model Context Protocol (MCP), agent orchestration frameworks, or durable multi-step workflow systems.
Familiarity with prompt injection, guardrails, and the safe handling of untrusted input in production LLM systems.
Experience with uncertainty quantification or confidence calibration for LLM outputs.
Exposure to real estate, appraisal, urban planning, or another regulated domain where auditability, source traceability, and access control are first-class requirements.
Experience with deploying machine learning models in production environments or strong software engineering (or MLE) skills is a plus.
Publication record in peer-reviewed academic conferences or relevant journals in ML or Applied AI (especially in natural language processing or LLM systems).

Non-Technical Requirements

Desire to take ownership of a problem and demonstrated leadership skills
Interdisciplinary team player enthusiastic about working together to achieve excellence
Capable of critical and independent thought
Able to communicate technical concepts clearly and advise on the application of machine intelligence
Intellectual curiosity and the desire to learn new things, techniques, and technologies

Why You Should Apply

Besides Gaining Industry Experience, Additional Perks Include

Work under the mentorship of an Amii Scientist for the duration of the project
Participate in professional development activities
Gain access to the Amii community and events
Get paid for your work (a fair and equitable rate of pay will be negotiated at the time of offer)
Build your professional network
The opportunity for an ongoing machine learning role at the client’s organization at the end of the term (at the client’s discretion)

About Amii

One of Canada’s three main institutes for artificial intelligence (AI) and machine learning, our world-renowned researchers drive fundamental and applied research at the University of Alberta (and other academic institutions), training some of the world’s top scientific talent. Our cross-functional teams work collaboratively with Alberta-based businesses and organizations to build AI capacity and translate scientific advancement into industry adoption and economic impact.

How to Apply

If this sounds like the opportunity you've been waiting for, please don’t wait for the closing November 19, 2026 to apply - we’re excited to add a new member to the Amii team for this role, and the posting may come down sooner than the closing date if we find the right candidate before the posting closes! When sending your application, please send your resume and cover letter indicating why you think you'd be a fit for Amii. In your cover letter, please include one professional accomplishment you are most proud of and why.

Applicants must be legally eligible to work in Canada at the time of application.

Amii is an equal opportunity employer and values a diverse workforce. We encourage applications from all qualified individuals without regard to ethnicity, religion, gender identity, sexual orientation, age or disability. Accommodations for disability-related needs throughout the recruitment and selection process are available upon request. Any information provided by you for accommodations will be kept confidential and won’t be used in the selection process.

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More about this job

Responsibilities

Design, build, and evaluate a secure LLM system for real estate appraisal workflows, including document ingestion and retrieval, source-grounded generation, confidence estimation, and HBU analysis. Develop evaluation and security infrastructure, conduct applied research, and collaborate with the project team and client through regular meetings, presentations, and knowledge transfer.

Requirements

A completed MSc or PhD in computer science or a related field, specializing in NLP, machine learning, LLMs, or applied AI, is required, along with relevant experience in RAG, document parsing, or LLM question answering. Candidates need Python and modern AI framework proficiency, familiarity with Linux and Git, clear communication and teamwork skills, and legal eligibility to work in Canada.

Skills

Machine Learning
Large Language Models
Agentic AI
Retrieval-Augmented Generation
Natural Language Processing
Python
PyTorch
Hugging Face Transformers
Document Parsing
LLM Evaluation
Confidence Calibration
Prompt Injection Defense
Role-Based Access Control
Secure System Design
Software Engineering
Client Communication

Benefits

Mentorship
Professional Development
Access to the Amii Community and Events
Paid Residency
Professional Networking
Potential Ongoing Employment

Visa sponsorship

Not detected in the job text

Keywords

Machine Learning
Large Language Models
Agentic AI
Retrieval-Augmented Generation
Natural Language Processing
Applied AI
Python
PyTorch
Hugging Face
Transformers
vLLM
Unsloth
LangGraph
Pydantic
Anthropic API
OpenAI API
Document Parsing
Table Understanding
Citation-Grounded Generation
Confidence Estimation
Uncertainty Quantification
LLM Evaluation
LLM-as-Judge
Prompt Injection
Guardrails
Model Context Protocol
Role-Based Access Control
Linux
Git
Real Estate Appraisal

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