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Added 13 mins ago
MU
Administrative Student Affairs Coordinator
McGill University
Sherbrooke, QC
- Full-time
Added 27 mins ago
BC
Planificateur(trice) Senior / Senior Planner – Bird Heavy Civil
Bird Construction
Montreal, QC
- Full-time
Ensure that schedule data is stored in a smart and organized way within Bird’s sharepoint and P6 database allowing team members to easily access project data.
Added 27 mins ago
Project Supervisor (Homelessness Reduction) - 16 Month
County of Wellington
ON · Guelph, ON
Added 27 mins ago
NC
Senior GIS Analyst (PFT) (CUPE 80.26) internal
Norfolk County
Remote, Canada
- Full-time
- Remote
Monitor the GIS technology environment including all desktop GIS and GIS related software on Application/Database servers within the overall network infrastructure, Investigate and resolve…
Added 27 mins ago
Project Coordinator
Sonepar
Winnipeg, MB
Strong abilities with software applications such as Microsoft Outlook, Excel, Word, and an understanding of database applications Epicor/Eclipse.
Added 28 mins ago
BR
Senior Systems Testing / QA Specialist – ETL & Data
BITS Recruiting
Toronto, ON
- $70 to $73 CAD / hour
- Contract
Experience with data validation, data mapping, joins, aggregations, and backend database testing.
Added 28 mins ago
PC
Full Stack Developer (Backend-Focused)
Parabellyx Cybersecurity
Richmond Hill, ON
- Full-time
About the roleParabellyx Cybersecurity is hiring a mid-to-senior Full Stack Developer, weighted toward the backend, to build and run the data and scanning engine behind Luma. You will own…
Added 28 mins ago
RS
Application Analyst - C / Sybase
Radiant Systems Solutions, Inc
AB · Edmonton, AB
- Contract
Produce Technical Design, Database structure and Application Architecture for a new average to high complex application.
Added 28 mins ago
EI
Delivery Lead
Enercare Inc.
Markham, ON
- Full-time
Database skills (SQL, NoSQL, or something in between).
Added 43 mins ago
M(
Integrations Developer
MaintainX (An Autodesk Company)
Remote, Canada
- $95,000 to $120,000 USD / year
- Full-time
- Remote
The Integration Developer is a key member of our post-sales team, working with Integration Consultants to design, build, and deliver custom integration solutions for our clients. The role…
Added 57 mins ago
UO
Affirming Policy Coordinator
University of Manitoba
Winnipeg, MB
- $50,086.4 to $69,833.4 CAD / year
- Full-time
Added 57 mins ago
SD
Temp PT (0.9) Inclusion Resource Teacher (med loa eff immediately until the return of the incumbent not beyond June 30, 2027)
School District 60
Fort St. John, BC
- Temporary
Knowledge and ability to support the development of CB IEPs for students; experience with My Education database
Added 57 mins ago
Safety Coordinator
Price Industries Limited
Winnipeg, MB
Added 57 mins ago
VH
Intake Social Worker - Temporary Full Time
VHA Home HealthCare
Toronto, ON · Soudan Office
- Full-time
Sets up client file and inputs all pertinent information in the database.
Added 58 mins ago
GE
Database Administrator (Temporary)
Greater Essex County District School Board
Windsor, ON
- Full-time
…qualified, team-oriented individuals for the full-time position of Database Administrator. This is an 18-month contract, Non Bargaining position in the Information Technology Services…
Added 58 mins ago
NC
Senior GIS Analyst (PFT) (CUPE 80.26) internal
Norfolk County
ON · Simcoe, ON
- Full-time
Monitor the GIS technology environment including all desktop GIS and GIS related software on Application/Database servers within the overall network infrastructure, Investigate and resolve…
Added 58 mins ago
VH
Intake Social Worker - Temporary Full Time
VHA Home HealthCare
Toronto, ON
- Full-time
Sets up client file and inputs all pertinent information in the database.
Added 58 mins ago
S
Senior Quality Assurance Engineer
StafinGo
Toronto, ON
- $60 to $75 CAD / hour
- Contract
Strong knowledge of SQL Server and/or Oracle database concepts, including stored procedures, triggers, packages, and views.
Added 58 mins ago
AR
Software Developer
Accipiter Radar
Fenwick, ON
- Full-time
…We are looking to recruit a junior or intermediate Software Developer to join our core team at our Pelham, Ontario research and development facility. This is an excellent opportunity to…
Added 58 mins ago
ET
Guidewire Integration Developer
Envision Technology Solutions
Markham, ON
- Contract
· Expertise in the end-to-end design and development of business database applications.
Added 58 mins ago
CM
Nurse Practitioner
Canadian Mental Health Association | York Region & South Simcoe
Aurora, ON
- $104,030 to $126,085 CAD / year
- Contract
Added 1 hour ago
FH
Radiological Technologist - Mission Memorial Hospital
Fraser Health
Mission, BC
- Part-time
…and clinical information. Maintains and updates records in database…
Added 1 hour ago
A
Project Engineering Coordinator
AtkinsRéalis
Mississauga, ON
- Full-time
Draft various project type deliverables including various project reports, resource planning & database maintenance for the Project, export license reports, non-engineering turnover…
Added 1 hour ago
UW
Coordinator, Customer Service (Contract)
United Way Greater Toronto
Toronto, ON
- Full-time
Ensure our database (i.e. Spark) is populated with accurate organizational and donor records, including the relevant attributes and plans
Added 1 hour ago
RD
Quality Engineer
Randstad Digital
Toronto, ON
- Contract
ETL & Data Conversion Testing: Validate complex data conversions across multiple formats (File-to-File, File-to-Database, and Database-to-File). Verify data mappings, workflows, sessions,…

Alberta Machine Intelligence Institute

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

Edmonton, AB, T5J 3B1, Canada

Full-time

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Job details

Job type: Full-time
Posting language: English
Posted: Oct 30, 2026

Original job description

“If you are passionate about leveraging machine learning and harnessing the capabilities of Large Language Models (LLMs) to create innovative solutions tailored for regulatory and compliance challenges within the legal landscape, then this is the right opportunity for you. Be a part of the team of research and machine learning scientists and get mentored by some of the best minds in AI.”

Maithrreye, Machine Learning Scientist.

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 Ultimarii afterwards (note: at the discretion of the client). The resident will be reporting to an Amii Scientist and regularly consult with the Client team to share insights and engage in knowledge transfer activities. At the end of the engagement, it is expected that the work could be publishable to a respected conference or journal.

About our Client

Ultimarii is a leading technology company based in Calgary, Alberta, Canada, dedicated to accelerating major projects. At Ultimarii, we harness the power of artificial intelligence to create innovative products and services that meet the evolving needs of Project Owners and the consultants that support them. Ultimarii is committed to creating a diverse environment and is proud to be an equal opportunity employer.

About the Project

This project involves researching, evaluating, and benchmarking graph retrieval strategies to enhance our existing hybrid RAG pipeline with a GraphRAG layer. The resident will investigate methodologies for building and populating domain-specific knowledge graphs from unstructured regulatory and legal text - including entity and relation extraction - and design graph retrieval strategies. These graph-augmented approaches will be benchmarked against our baseline hybrid search pipeline using real-world queries and measurable evaluation metrics to improve context quality, enable multi-hop reasoning, and reduce retrieval noise across large document collections. Additionally, the project would see the chosen solution through the production implementation phase for further performance and retrieval quality optimization.

Required Skills / Expertise

Are you passionate about building great solutions? Do you want to drive a high impact early-stage business? 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, specifically in LLMs and applied NLP.

Key Responsibilities:

Experiment and extend an existing hybrid RAG pipeline by integrating a graph knowledge layer to enable deeper, entity-aware generation
Build and populate a domain-specific knowledge graph from unstructured text including entity extraction, relation extraction, and graph schema design
Experiment with and evaluate graph retrieval strategies benchmarking graph-augmented approaches against the baseline pipeline using real queries and measurable metrics
Build, train, and evaluate features for LLM applications working iteratively across design, experimentation, and deployment
Collaborate with the project team and stakeholders to develop MVP and client-focused solutions, undertaking applied research to address limitations in existing models
Participate in regular meetings with the client, preparing presentations and reports on findings and progress

Required Qualifications:

Completion of a graduate level program or higher (M.Sc/Ph.D) in Computing Science, ML or Engineering
Research or project experience in Natural Language Processing, Knowledge Graphs, and Large Language Models
Previous experience with LLM use-cases and RAG architectures
Proficient in Python and related ML frameworks, libraries and toolkits (e.g. Scikit-learn, PyTorch, Pandas, Jupyter, Transformers, HuggingFace Datasets, LangChain, LlamaIndex, Neo4j Python driver, NetworkX, PyTorch Geometric, spaCy)
Experience with graph-based data structures, knowledge representation, or semantic web technologies (RDF, OWL, SPARQL is a bonus)
Familiarity with entity extraction and relation extraction methods (e.g. spaCy, Rebel, GLiNER, LLM-based extraction) and graph database/ libraries (e.g. PyG, DGL, NetworkX, Neo4j)
A positive attitude towards learning and understanding a new applied domain
Must be legally eligible to work in Canada

Preferred Qualifications:

Previous experience applying machine learning in NLP, LLMs, and Generative AI projects including prompt engineering, fine-tuning, or retrieval pipeline optimization
Hands-on experience in AI/ML development projects
Publication record in peer-reviewed academic conferences or relevant journals in machine learning

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
Industry experience in energy, project engineering, environmental or legal studies will be considered an asset.

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
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 13, 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

The resident will experiment with and extend a hybrid RAG pipeline by integrating a graph knowledge layer to enable entity-aware generation. They will also build and populate domain-specific knowledge graphs while benchmarking retrieval strategies against baseline pipelines.

Requirements

Candidates must hold a graduate-level degree (M.Sc or Ph.D) in Computing Science, Machine Learning, or Engineering. Applicants are required to have research or project experience in NLP, Knowledge Graphs, and LLMs, along with proficiency in Python and relevant ML frameworks.

Skills

Machine Learning
Large Language Models
Natural Language Processing
RAG Architectures
Python
Knowledge Graphs
Entity Extraction
Relation Extraction
PyTorch
LangChain
LlamaIndex
Neo4j
NetworkX
spaCy
Prompt Engineering
Graph Retrieval

Benefits

Mentorship from an Amii Scientist
Professional development activities
Access to the Amii community and events
Professional networking opportunities
Potential for ongoing employment

Visa sponsorship

Not detected in the job text

Keywords

Machine Learning
Large Language Models
Natural Language Processing
RAG
Knowledge Graphs
GraphRAG
Python
Scikit-learn
PyTorch
Pandas
Jupyter
Transformers
HuggingFace
LangChain
LlamaIndex
Neo4j
NetworkX
PyTorch Geometric
spaCy
Entity Extraction
Relation Extraction
Semantic Web
RDF
OWL
SPARQL
Prompt Engineering
Fine-tuning
Generative AI
Applied Research
Regulatory Compliance

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