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Added 18 mins ago
AH
Health Information Management Professional I
Alberta Health Services
Barrhead, AB
- Temporary
…3M HDM abstracting system. Certified Coding & Classification Specialist (CCCS) certification with CCHIM. Certificate of completion from Coding Specialist Program, Coding Refresher or other…
Added 18 mins ago
AH
Health Information Management Professional I
Alberta Health Services
Barrhead, AB
- Temporary
…3M HDM abstracting system. Certified Coding & Classification Specialist (CCCS) certification with CCHIM. Certificate of completion from Coding Specialist Program, Coding Refresher or other…
Added 18 mins ago
YR
Business Systems and Data Specialist (Business Systems Support Specialist)
York Region (The Regional Municipality of York)
Newmarket, ON
- Contract
Defined Benefit Pension Program - With the Ontario Municipal Employees Retirement System (OMERS) defined benefit pension plan, you can confidently retire knowing that you will have income…
Added 18 mins ago
RI
Insurance Advisor Life, Health & Wealth
RBC Insurance
Victoria, BC
- Full-time
Industry Designations Preferred: CFP (Certified Financial Planner), CLU (Chartered Life Underwriter), CHS (Certified Health Insurance Specialist)
Added 18 mins ago
RI
Insurance Advisor Life, Health & Wealth
RBC Insurance
Nanaimo, BC
- Full-time
Industry Designations Preferred: CFP (Certified Financial Planner), CLU (Chartered Life Underwriter), CHS (Certified Health Insurance Specialist)
Added 18 mins ago
AH
Anesthesia Assistant
Alberta Health Services
AB · Greater Edmonton Metropolitan Area
- Full-time
As an Anesthesia Assistant, you will work under the direction of licensed anesthesiologists (specialist physicians) and as part of the anesthesia care team to design and implement…
Added 2 hours ago
HM
Emergency Medicine
Health Match BC
Penticton, BC
- Full-time
…support an average of 41,000 visits annually. There is very good specialist support available and double physician coverage for most of the day and evenings. PRH has excellent radiology…
Added 2 hours ago
HM
Internal Medicine
Health Match BC
Penticton, BC
- Full-time
Fantastic opportunity for a General Internal Medicine specialist to join the collegial team at Penticton Regional Hospital. If you are passionate about your work, enjoy working within a…
Added 2 hours ago
HM
Internal Medicine
Health Match BC
Penticton, BC
- Full-time
Fantastic opportunity for a General Internal Medicine specialist, with a specific interest in Cardiology and training in echocardiography interpretation (Level 2), to join the collegial…
Added 2 hours ago
HM
Neurology
Health Match BC
Penticton, BC
- Internship
…services including MRI, CT, EEG and EMGs, as well as strong specialist support within the hospital. A recent hospital expansion includes newly dedicated space for outpatient…
Added 2 hours ago
HM
Emergency Medicine
Health Match BC
Penticton, BC
- Full-time
…support an average of 41,000 visits annually. There is very good specialist support available and double physician coverage for most of the day and evening hours. PRH has excellent…
Added 2 hours ago
HM
Hospitalist
Health Match BC
Williams Lake, BC
- Full-time
The CMH Hospitalist program supports the complex and diverse medical needs of our patients in an environment that fosters collaboration among specialists.
Added 2 hours ago
HM
Neurology
Health Match BC
Penticton, BC
- Full-time
…practice that offers the opportunity to provide accessible specialist care in a smaller-centre setting while serving an important regional…
Added 2 hours ago
HM
Emergency Medicine
Health Match BC
Penticton, BC
- Full-time
…support an average of 41,000 visits annually. There is very good specialist support available and double physician coverage for most of the day and evening hours. PRH has excellent…
Added 2 hours ago
HM
Family Practitioner/General Practitioner
Health Match BC
Kelowna, BC
- Full-time
…Practice Residents is available through our local Residency Program. We have a very supportive Division of Family Practice team that assists…
Added 2 hours ago
HM
Family Practitioner/General Practitioner
Health Match BC
Kelowna, BC
- Full-time
The local community hospital offers strong specialist support, with most specialties and subspecialties available, along with state-of-the-art diagnostic services and treatment facilities.…
Added 2 hours ago
HM
Pediatrics
Health Match BC
Kelowna, BC
- Full-time
…space, which is used for outreach clinics from various sub-specialist groups from BC Children's…
Added 2 hours ago
HM
Internal Medicine
Health Match BC
Kelowna, BC
- Full-time
…close-knit community, is seeking a Clinical Immunology & Allergy Specialist to join our healthcare team as a permanent or locum…
Added 2 hours ago
HM
Internal Medicine
Health Match BC
Kelowna, BC
- Full-time
…close-knit community, is seeking a Clinical Immunology & Allergy Specialist to join our healthcare team as a permanent or locum…
Added 3 hours ago
AA
Spécialiste des Systèmes d'Atterrissage / Landing Systems Specialist
Airbus Aircraft
Montreal, QC
- Full-time
Added 3 hours ago
MC
Marketing Specialist, Events/Spécialiste du marketing, événements
Make-A-Wish Canada
Montreal, QC
- Full-time
Employee Wellness Program and other corporate discounts
Added 3 hours ago
NC
Fund and Community Relationship Specialist
Native Child and Family Services of Toronto
Toronto, ON
- $63,275 to $82,559 CAD / year
- Full-time
The Fund and Community Relationship Specialist develops and maintains strong relationships with government, foundation, corporate, and other funders; researches and pursues funding…
Added 4 hours ago
V
Accommodation Operational Lead
VMCH
Mulgrave, NS
- Full-time
Employee assistance program (EAP) for you and close family members
Added 4 hours ago
RV
Component Engineering Specialist
Ross Video
Ottawa, ON · Nepean, ON
- Full-time
…to share in our success through our employee share ownership program and grow your career with ongoing learning and development support. We value connection and collaboration, with plenty…
Added 4 hours ago
Energy Specialist
MCW Group of Companies
Toronto, ON
Our Company is currently seeking a self-motivated, hardworking Energy Specialist to join our Toronto Office. In this position, you will assist with a variety of multi-year energy management…

Mawer Investment Management

AI Engineer Student

Calgary, AB, T2R 0A8, Canada

Full-time

Apply About employer

Applications open in a new tab.

Job details

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

Original job description

Be Boring. Make Money.™ is our investment approach, but we are anything but dull. We are a diverse, passionate team united by our commitment to provide our clients with financial peace of mind and our desire to create one of the best companies in the world.

A career with us will be demanding; however, the experience will also be dynamic, supportive, intellectually stimulating, and above all, meaningful. We take pride in doing things a little differently than other investment firms. Innovative ideas, diverse opinions and experiences, and teamwork are expected and rewarded regardless of title or tenure.

Dedicated to our people, we have consistently been recognized as a preferred employer, receiving awards such as Canada’s Top 100 Employers (2026), Alberta Top Employers (2026), and Canada’s Top Small & Medium Employer (2025).

Full Time, Contract (4 Months)
January – April 2027
Location: Calgary, AB

The Opportunity

Mawer is looking for an AI Engineer Student to work on the model layer of our internal AI platform training, adapting, and evaluating models that we run ourselves, on our own hardware.

We want someone who has actually stood up open-weight models locally: downloaded the weights, fought the memory budget, served them, and watched the latency numbers. Someone who has taken a course or done serious self-study on transformers and the architectures that have followed them and can explain why attention scales the way it does, what mixture-of-experts actually buys you, and when a state-space model is the better answer. And someone who wants to work on the model itself, the data, the training loop, the evaluation, rather than only calling an API someone else trained.

The work spans the full adaptation pipeline: continued pretraining to bring a base model into our domain, supervised fine-tuning to teach it a task, and reinforcement learning to shape how it behaves. That is a genuinely broad mandate for a four-month term, and we are describing it honestly.

Duties and Responsibilities

What You'll Work On

Running models locally. Open-weight models on our own infrastructure: quantization, serving stacks, GPU and CPU memory trade-offs, throughput and latency measurement, and the practical question of what a given model actually costs to run.
Continued pretraining. Taking a base checkpoint and adapting it to financial language and internal corpora: data curation, mixing, tokenization, and the effect of each on downstream behaviour.
Supervised fine-tuning. Dataset construction, prompt formatting, hyperparameter selection, overfitting control, and the difference between a model that memorized the training set and one that learned the task.
Reinforcement learning. Preference optimization and reward-based training: reward modelling, DPO-family methods, RLHF, and verifiable-reward approaches. Including how reward design goes wrong and what a reward-hacking model looks like.
Building the measurement that tells you whether any of the above actually helped: held-out sets, regression suites, contamination checks, and the discipline to report a negative result.
Training infrastructure. Experiment tracking, checkpointing, reproducibility, parameter-efficient methods, and enough distributed training to know when it is worth the complexity.

Key Responsibilities

Serve open-weight models locally and characterize them: memory footprint, tokens per second, latency under load, quality against the base checkpoint.
Build and maintain training datasets from internal and public corpora, with attention to licensing, contamination, and quality.
Run fine-tuning experiments end to end and write up what worked, what did not, and why you think so.
Assist with reinforcement learning experiments: reward design, preference data collection, and evaluation of trained policies.
Design evaluations that separate real capability gains from benchmark overfitting, and apply them consistently across runs.
Document training runs so a colleague can reproduce them from the config and the data version alone.
Contribute to the team's emerging practice for model training and evaluation, and to the standards we are still writing.

What We’re Looking For

This is intended to be a stretch opportunity. We are describing someone we want to help grow over the term, not a checklist for a finished specialist. If you can reason well, build carefully, and learn fast, we want to hear from you.

Hands-on experience running local models. You have downloaded open-weight weights and served them yourself - llama.cpp, vLLM, Ollama, Hugging Face Transformers, TGI, or equivalent. You know what quantization does to quality and why context length is expensive.
Coursework or serious self-study in transformers and modern architectures. Attention, positional encoding, mixture-of-experts, state-space and hybrid models. You can explain the trade-offs rather than recite the acronyms.
Python and PyTorch. Comfortable reading a model's source, not only calling it.
Some experience training or fine-tuning. Even at small scale, on a single GPU or a rented one. We care that you have run the loop and watched the loss curve, not that you have trained something large.
An instinct for data quality. You have noticed that most model problems are dataset problems.
Clear technical writing. You can describe an experiment and its result so someone else can act on it.
Currently enrolled in a post-secondary program and returning to full-time studies or graduating following the work term.

Valuable Experience

These are not requirements. They are the things that would make you unusually effective here.

Reinforcement learning beyond the textbook. DPO, ORPO, GRPO, RLHF, or verifiable-reward training you have actually run.
Parameter-efficient fine-tuning. LoRA, QLoRA, adapters, and knowing when full fine-tuning is worth the cost.
Distributed or multi-GPU training. Even a two-GPU run you had to debug.
Evaluation design. Building a benchmark, or discovering that an existing one was measuring the wrong thing.
Quantization and inference optimization. GGUF, AWQ, GPTQ, speculative decoding.
Financial or domain-specific language. An interest in how models handle numbers, filings, and precise terminology.
A portfolio of things you built and can talk about honestly, including the ones that did not work.

Why Mawer?

Directly contribute to the firm’s growth as a global, independent investment manager.
Learn and work within a high-performing team that has consistently delivered exceptional long-term investment results and high levels of client satisfaction.
Be a part of a meritocracy in which the quality of ideas supersedes hierarchy; where every role is valued, and every voice heard. At Mawer, talented team members can progress quickly, regardless of tenure or experience.
Our unique culture, which is integral to who we are and (we think) a competitive advantage. Our culture is shaped by our core values (integrity, putting clients’ interests first, excellence, teamwork, and long-term thinking) and key behaviours (curiosity, candour, accountability, and appreciation), which are much more than words on a page. They guide the way we operate, make decisions, and communicate every day.
We offer a flexible work environment with a blended workplace approach tailored to the unique needs of each department and team. This allows employees to seamlessly combine in-person and remote work experiences, fostering collaboration, promoting work-life integration, and empowering our team members to thrive in a dynamic, interconnected professional setting.

To apply:

We’re keen to know more about something you’ve built and trained, what it was, what you tried, what the result was, and what you would do differently. We are more interested in your reasoning than your transcript.

Send us your resume and a short note telling us about what you’ve built and trained, what worked, what didn’t and what you might do differently if you could do it all over again.
Submit your full application by November 25, 2026, to: https://www.mawer.com/careers/

All candidates must be eligible to work in Canada and currently enrolled in a post-secondary program and returning to full-time studies or graduating following the work term.

We believe experience comes in many forms and we’re committed to adding new perspectives to our team. If your experience is close to what we’ve outlined, we encourage you to apply.

At Mawer, we are committed to fostering a culture of diversity and inclusion. We strive to attract, hire, develop, and retain the best people from a wide variety of backgrounds/experiences and create an environment where unique ideas and perspectives are heard and valued. We believe a diverse and inclusive culture fuels innovation and enables more effective decision-making across the firm, helping to improve investment performance, strengthen client partnerships, and create more value for all stakeholders: clients, employees, owners, and society.

We administer all practices and programs without discrimination and strive to provide equal access to employment. A Human Resources representative will work with applicants who request accommodation or special assistance during the application process. If you need accommodation or assistance, please contact us at hraccommodation@mawer.com.

Our processes are people-driven. We may use technology for scheduling, communication and screening but we do not use AI for candidate assessment, or selection; those decisions are made by our team.

About Mawer

Established in 1974, Mawer Investment Management Ltd. is an independent firm that provides world-class, global investment management services to a broad range of institutional and individual clients. We are proud of our reputation as one of Canada’s most respected investment management firms and strive to earn such respect by continually delivering long-term investment excellence, developing strong client partnerships, and living our core values.

No telephone inquiries please.

We thank all applicants and advise that only those selected for an interview will be contacted.

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More about this job

Responsibilities

The AI Engineer Student will work on the model layer of an internal AI platform, focusing on training, adapting, and evaluating open-weight models on local hardware. Responsibilities include managing the full adaptation pipeline, from continued pretraining and supervised fine-tuning to reinforcement learning and performance measurement.

Requirements

Candidates should have hands-on experience running local models and a strong understanding of transformer architectures and modern AI training techniques. Applicants must be currently enrolled in a post-secondary program and possess strong Python and PyTorch skills.

Skills

Artificial Intelligence
Python
PyTorch
Machine Learning
Transformers
Reinforcement Learning
Fine-tuning
Quantization
Data Curation
Model Evaluation
Distributed Training
Inference Optimization
Technical Writing
GPU Infrastructure

Benefits

Flexible work environment
Blended workplace approach

Visa sponsorship

Not detected in the job text

Keywords

AI Engineer
Machine Learning
Transformers
Python
PyTorch
Llama.cpp
vLLM
Ollama
Hugging Face
Quantization
Reinforcement Learning
DPO
RLHF
LoRA
QLoRA
Distributed Training
GPU
CPU
Data Curation
Model Evaluation
Financial Technology
Supervised Fine-tuning
Inference
Latency
Throughput
Reproducibility
Parameter-efficient methods
State-space models
Mixture-of-experts
Technical documentation

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