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Added 11 mins ago
FR
General Manager Commercial
Foresight Recruitment Group
AB · Edmonton, AB
- $130,000 to $150,000 CAD / year
- Full-time
Work closely with asset management to support the property's financial performance and long-term objectives.
Added 12 mins ago
AC
Construction Project Manager
Albarrie Canada Limited
Barrie, ON
- $95,000 to $100,000 CAD / year
- Full-time
Reporting to the Director of Engineering, the Construction Project Manager is responsible for overseeing and managing industrial and commercial construction projects from inception to…
Added 12 mins ago
G
Recruiter - Human Resources
Greatario
Woodstock, ON
- Contract
Reporting to the Chief People Operations Officer, this role will work closely with construction operations, project managers, site superintendents, forepersons, and other hiring…
Added 12 mins ago
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Construction Project Coordinator
Greatario
Woodstock, ON
- Full-time
We are seeking an organized, detail-oriented, and proactive Construction Project Coordinator to support the administration and coordination of construction documentation including shop…
Added 12 mins ago
S
Project Manager, Ports & Marine
Stantec
Vancouver, BC
- Full-time
Stantec is seeking an experienced Project Manager to play a key role in the delivery of complex Ports and Marine Terminals projects across British Columbia. This is a unique opportunity for…
Added 12 mins ago
JI
Surveyor
J.D. Irving, Limited
Saint John, NB
- Full-time
Provide technical survey support – Work closely with industrial and construction clients, ensuring the accuracy and clarity of data
Added 12 mins ago
Electrical Technician - Bar W
UFA Co-operative Ltd.
Edmonton, AB · AB · Red Deer County, AB
…independently and alongside experienced technicians, you will support customers at retail and commercial fueling sites, cardlock facilities, car washes, and industrial electrical…
Added 26 mins ago
H
Senior Estimator
Hays
Surrey, BC
- $130,000 to $150,000 CAD / year
- Full-time
I’m working with an established construction company in the Lower Mainland that is looking to add an experienced Estimator to its team.
Added 26 mins ago
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Facility Manager II
BGIS
Toronto, ON
- Full-time
This role will work in collaboration with all key BGIS departments to ensure full support of all activities and play a key role in our INTEGRATED approach to operating buildings.
Added 26 mins ago
OT
Structural Design Coordinator
Ontario Transit Group - Ontario Line - Southern Civil, Stations & Tunnel
Toronto, ON
- Full-time
The Construction Technical Office (CTO) Design Coordinator will act as the primary liaison between the Construction and Design teams, supporting the resolution of structural design issues…
Added 26 mins ago
OT
Assistant Superintendent (Night Shift)
Ontario Transit Group - Ontario Line - Southern Civil, Stations & Tunnel
Toronto, ON
- Full-time
The project will strengthen Ontario’s economy by supporting an estimated 1,500 jobs at the peak of construction.
Added 27 mins ago
WC
Manager, Project Management - Technology
Walmart Canada
Mississauga, ON
- Full-time
Position Summary...The Technology Project Manager is responsible for leading the planning and delivery of technology projects and high complexity initiatives across Walmart Canada. This…
Added 27 mins ago
B
Interior deisgner (Office planner)
BPA
Longueuil, QC
- Full-time
Provide technical support during construction and project implementation.
Added 27 mins ago
OT
Civil Project Coordinator (Night Shift)
Ontario Transit Group - Ontario Line - Southern Civil, Stations & Tunnel
Toronto, ON
- Full-time
The Project Coordinator plays a vital support role during construction, ensuring all activities align with safety, quality, and project objectives. Responsibilities include scheduling,…
Added 27 mins ago
K
Civil/Structural Intern (4-8 month co-op) - Western Canada Region - Summer 2027
Kiewit
Burnaby, BC
- Internship
Clients benefit from the proven processes and tools used by Kiewit to minimize project risk. We are an in-house resource that supports projects throughout the company. Our staff shares…
Added 27 mins ago
S
Site Supervisor – Roofing
Specified
Toronto, ON
- Full-time
…planning and documentation. Early starts may be required to support crew schedules and project…
Added 27 mins ago
CC
Technical Program Engineer
Carlson Construction Group
North Vancouver, BC
- $120,000 to $130,000 CAD / year
- Full-time
…equipment providers. Working alongside operational leaders and project teams, you will help optimize fleet performance, support maintenance and asset management programs, drive continuous…
Added 27 mins ago
GO
Project Engineer
Grey Owl Engineering Ltd
Calgary, AB
- Full-time
Support the Project Manager in completing the following tasks:
Added 27 mins ago
PC
Tunnelling Inspector
Parsons Corporation
Windsor, ON
- Full-time
…In this role you will get to work on the West Vaughan Tunnel project in the Vaughan, as well as receive all of the benefits of working for…
Added 27 mins ago
F
Service Response Coordinator
Finning
Kelowna, BC
- Full-time
…communications, service governance requirements, and customer support activities. The Service Response Coordinator works closely with Repair Planners, Service Supervisors, customers, and…
Added 27 mins ago
GE
Landfill Heavy Equipment Operator
GFL Environmental Inc.
Camrose, AB
- Full-time
Employee Support: Full access to our confidential Employee Assistance Program (EAP).
Added 27 mins ago
D
Development Miners Galleon Gold -West Cache Project
Dumas
Timmins, ON
- Contract
Project: Galleon Gold -West Cache Gold Project
Added 27 mins ago
S
Water/Wastewater Engineer
Stantec
Calgary, AB
- Full-time
…projects from concept development through detailed design, construction support, commissioning, and start-up. The successful candidate will prepare calculations, technical memoranda,…
Added 27 mins ago
Snr Brand & Marketing Manager
Bosa Properties Inc.
Vancouver, BC
…insights and business priorities into coordinated plans that support project launches, leasing and sales objectives, customer engagement and long-term brand…
Added 42 mins ago
T&
Associate Director - Cost Management
Turner & Townsend
Montreal, QC
- Full-time
Support clients throughout Progressive Design-Build procurement and project development phases.

Alberta Machine Intelligence Institute

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

Edmonton, AB, T5J 3B1, Canada

Full-time

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Applications open in a new tab.

Job details

Job type: Full-time
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-based system to streamline real estate appraisal workflows and support property analysis. Develop ingestion pipelines, citation-grounded generation components, and robust evaluation infrastructure while collaborating with cross-functional teams.

Requirements

Requires a Master's or PhD in Computer Science or a related field with a specialization in NLP, Machine Learning, or Applied AI. Candidates must have research or project experience with RAG, document parsing, and proficiency in Python and modern AI frameworks.

Skills

Machine learning
Large language models
Python
PyTorch
Hugging Face
Transformers
Retrieval-augmented generation
Agentic AI systems
Natural language processing
Git
Linux
LangGraph
Pydantic
vLLM
Unsloth
Software engineering

Benefits

Mentorship from Amii scientists
Professional development activities
Access to the Amii community and events
Paid residency
Networking opportunities

Visa sponsorship

Not detected in the job text

Hiring contact

Soumik Farhan

Keywords

Machine Learning
Large Language Models
LLM
Real Estate
Appraisal
Retrieval-Augmented Generation
Python
PyTorch
Hugging Face
Transformers
LangGraph
Pydantic
vLLM
Unsloth
Natural Language Processing
Agentic AI
Software Engineering
Linux
Git
Data Ingestion
Uncertainty Quantification
Model Context Protocol
CI/CD
Role-Based Access Control
Applied AI
Research
MVP Development
Zoning Bylaws
Auditability
Confidence Calibration

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