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Added 13 mins ago
AC
Mechanical Engineer
Amaris Consulting | Part of Mantu
ON · Ontario, Canada
- Full-time
…creating an inclusive work environment. In this regard, we welcome applications from all qualified individuals, regardless of sex, sexual orientation, race, ethnicity, beliefs, age, marital…
Added 13 mins ago
OT
Structural Design Coordinator
Ontario Transit Group - Ontario Line - Southern Civil, Stations & Tunnel
Toronto, ON
- Full-time
Added 13 mins ago
OT
Assistant Superintendent (Night Shift)
Ontario Transit Group - Ontario Line - Southern Civil, Stations & Tunnel
Toronto, ON
- Full-time
OTG uses artificial intelligence (AI) tools as part of the applicant screening process. However, applications are reviewed by a member of our Recruitment team to ensure a fair and thorough…
Added 13 mins ago
C
CNC Machine Operator - Precision Equipment
CyberCoders
Chatham, NB
- $30 to $32 CAD / hour
- Contract
This job was first posted by CyberCoders on 10/23/2026 and applications will be accepted on an ongoing basis until the position is filled or closed.
Added 13 mins ago
MT
Bilingual Human Resources Business Partner / Partenaire d’affaires, ressources humaines bilingue
MT Talent Solutions Inc.
Montreal, QC
- $90,000 to $115,000 CAD / year
- Full-time
Ability/willingness to learn new applications, software, systems, and equipment as required
Added 13 mins ago
OT
Civil Project Coordinator (Night Shift)
Ontario Transit Group - Ontario Line - Southern Civil, Stations & Tunnel
Toronto, ON
- Full-time
OTG uses artificial intelligence (AI) tools as part of the applicant screening process. However, applications are reviewed by a member of our Recruitment team to ensure a fair and thorough…
Added 13 mins ago
SM
Storeperson
Stevenson Memorial Hospital
Alliston, ON
- Full-time
Proficiency with Microsoft Office applications and inventory software systems.
Added 13 mins ago
CC
Donor Care Representative
Canadian Cancer Society
St. John's, NL
- $48,000 CAD / year
- Full-time
…and equitable workplace that empowers everyone. We encourage applications from all qualified candidates, including those from equity-deserving groups such as BIPOC, 2SLGBTQI+ communities,…
Added 13 mins ago
TC
Loss Prevention Store Security Agent
TJX Canada – Winners, Marshalls, HomeSense
Prince George, BC
- $37,590 to $52,626 CAD / year
- Full-time
Internal TJX Associates must submit their applications via the Jobs Hub in Workday. Direct applications to this job posting will not be accepted.
Added 13 mins ago
CC
Donor Care Representative
Canadian Cancer Society
Prince George, BC
- $48,000 CAD / year
- Full-time
…and equitable workplace that empowers everyone. We encourage applications from all qualified candidates, including those from equity-deserving groups such as BIPOC, 2SLGBTQI+ communities,…
Added 13 mins ago
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Community Manager - AntiSocial
AntiSocial
Toronto, ON
- $50,000 to $60,000 CAD / year
- Full-time
Added 13 mins ago
CC
Donor Care Representative
Canadian Cancer Society
Toronto, ON
- $48,000 CAD / year
- Full-time
…and equitable workplace that empowers everyone. We encourage applications from all qualified candidates, including those from equity-deserving groups such as BIPOC, 2SLGBTQI+ communities,…
Added 13 mins ago
MP
Procurement Specialist
Michael Page
Toronto, ON · Greater Toronto Area, Canada
- $35 to $50 CAD / hour
- Contract
…protected under applicable human rights legislation. MPI encourages applications from minorities, women, the disabled and all other qualified…
Added 13 mins ago
CC
Donor Care Representative
Canadian Cancer Society
Montreal, QC
- $48,000 CAD / year
- Full-time
…and equitable workplace that empowers everyone. We encourage applications from all qualified candidates, including those from equity-deserving groups such as BIPOC, 2SLGBTQI+ communities,…
Added 13 mins ago
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Manager, Information Security Risk
FCT
Oakville, ON
- Full-time
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Senior Technology Specialist, Integration
Equitable
Waterloo, ON
- $85,000 to $110,000 CAD / year
- Full-time
Strong troubleshooting skills across the entire technology stack – network, storage, server, and applications
Added 14 mins ago
CC
Donor Care Representative
Canadian Cancer Society
Ottawa, ON
- $48,000 CAD / year
- Full-time
…and equitable workplace that empowers everyone. We encourage applications from all qualified candidates, including those from equity-deserving groups such as BIPOC, 2SLGBTQI+ communities,…
Added 14 mins ago
CC
Donor Care Representative
Canadian Cancer Society
Quebec, QC
- $48,000 CAD / year
- Full-time
…and equitable workplace that empowers everyone. We encourage applications from all qualified candidates, including those from equity-deserving groups such as BIPOC, 2SLGBTQI+ communities,…
Added 14 mins ago
CC
Donor Care Representative
Canadian Cancer Society
Kelowna, BC
- $48,000 CAD / year
- Full-time
…and equitable workplace that empowers everyone. We encourage applications from all qualified candidates, including those from equity-deserving groups such as BIPOC, 2SLGBTQI+ communities,…
Added 14 mins ago
Fraud Analyst
First West
Langley (District), BC · Langley, BC
Added 14 mins ago
GA
Communications Manager, Canada
G Adventures
Toronto, ON · Base Camp - Toronto, Canada
- Full-time
Added 14 mins ago
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Personal Support Worker
Extendicare
Fort Erie, ON · Grimsby, ON · Niagara-on-the-Lake, ON · ParaMed Admin Office - HNHB (Glendale Ave.)
- Full-time
We may use artificial intelligence (AI) tools to support certain stages of the recruitment process, such as reviewing applications, analyzing resumes, or assessing candidate responses.…
Added 14 mins ago
E
Assistant Director of Care (ADOC) - Full time - Countryside
Extendicare
Sudbury, ON · Axm - Countryside
- Full-time
Added 14 mins ago
SH
Clinical Manager, NICU/Paediatrics
Southlake Health Community
Newmarket, ON · Southlake Health
- Full-time
Added 14 mins ago
ST
Senior Associate, Investor Services
SS&C Technologies
Mississauga, ON · Toronto, ON
- Full-time
No phone calls or email applications please. We thank all candidates for their interest, but only those under consideration will be contacted.

Alberta Machine Intelligence Institute

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

Edmonton, AB, T5J 3B1, Canada

Full-time

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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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