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Added 4 mins ago
System Engineer
Vertage
Ottawa, ON · Kanata, ON
Full-time
seeking a Systems Engineer to support its AI-powered End-to-End Software Diagnostics & Observability initiative for next-generation software-defined vehicles. This role will help define,…
Added 5 mins ago
Cloud Engineer
Vertage
Ottawa, ON · Kanata, ON
Contract
Seeking a Cloud Engineer with experience in cloud-native application development, API integration, and platform engineering. The role involves building and supporting Ford's Telemetry &…
Added 6 mins ago
Quality Engineer II
TD
Toronto, ON
Full-time
…capacity forecasting during PI planning, and managing project or platform…
Added 6 mins ago
Quality Engineer I - Mobile Automation Engineer
TD
Toronto, ON
Full-time
…with your manager, as well as access to an online learning platform and a variety of mentoring programs to help you unlock future…
Added 6 mins ago
Software Engineer I
TD
Toronto, ON
Full-time
Added 6 mins ago
Software Engineer II (Mainframe)
TD
Toronto, ON
Full-time
Added 6 mins ago
Senior Software Engineer
Sun Life
Toronto, ON · Waterloo, ON · Sun Life Waterloo King
Full-time
Sun Life's Enterprise Quality Engineering Platform (EQEP) is looking for a Senior Software Engineer to join the QEnovation Squad, the team responsible for the evolution of our agentic QE…
Added 6 mins ago
QA Engineer
veritree
Remote, Canada
Remote
veritree is seeking a Quality Assurance Engineer to ensure the reliability, performance, and quality of our platform across web and mobile applications. This individual will be responsible…
Added 6 mins ago
Front-end Software Engineering Lead & Manager, SVP
Citi
Mississauga, ON
Full-time
12+ years of progressive experience in front-end engineering, with at least 5 years in an architecture leadership or principal engineer role.
Added 6 mins ago
Cloud Data Platform Engineer
Canadian Tire Corporation
Toronto, ON
Full-time
The Cloud Data Platform Engineer will design, build, automate, and support the cloud platform capabilities that enable Canadian Tire’s Data, Analytics, and AI strategy. This role is a…
Added 19 mins ago
QA Engineer
veritree
Vancouver, BC
$80,000 to $110,000 CAD / year
Full-time
veritree is seeking a Quality Assurance Engineer to ensure the reliability, performance, and quality of our platform across web and mobile applications. This individual will be responsible…
Added 19 mins ago
Forward Deployed Engineer
Antasphere
Brussels, ON
Contract
Build that solution using our internal platform: products, templates, and agent tooling that generate most of the software for you.
Added 19 mins ago
Software Developer, NestJS, Spring, Claude Code
EngRadar
Toronto, ON
Contract
Added 19 mins ago
Senior Java Software Engineer
HCR Permanent Search
Markham, ON
$120,000 to $130,000 CAD / year
Full-time
Our client, a leading technology company in the wireless communications space, is seeking a Senior Software Engineer to join their team in the Markham area.
Added 19 mins ago
ontact Center Platform Engineer (Five9 + AI + CTI Integrations)
Querentia
Canada
Contract
Contact Center Platform Engineer (Five9 + AI + CTI Integrations)
Added 19 mins ago
Lead Engineer - Systems Dynamics
Beacon Holdings
Canada
Full-time
Own the platform. OCI compute and databases (container and pluggable), 60 to 80 site-to-site VPNs, OS and database patching, nightly backups, DR. About a dozen cloud customers today, more…
Added 19 mins ago
Quality Engineer I - Mobile Automation Engineer
TD
Toronto, ON
Full-time
…with your manager, as well as access to an online learning platform and a variety of mentoring programs to help you unlock future…
Added 19 mins ago
DevOps Engineer, New Grad
Jobright.ai
Canada
Full-time
…accelerating your route to the best job outcomes. As a New Grad DevOps Engineer, you will help build and operate the infrastructure behind our AI-powered job search platform, focusing on…
Added 19 mins ago
AI Engineer, Agent Product (Full-time/Part-time) (Canada)
Jobright.ai
Canada
Full-time · Part-time
Jobright is a rapidly growing AI job search platform in the U.S. that aims to simplify the job search process. The AI Engineer will be responsible for designing, building, and deploying AI…
Added 19 mins ago
Manager AI Engineering-CA
CN
Montreal, QC
Full-time
…AI agents, intelligent workflows, reusable components, and platform-integrated services. The incumbent works across software engineering, data engineering, machine learning, and generative…
Added 20 mins ago
Senior Software Engineer, Design Systems
Thumbtack
Remote, Canada
Full-time · Remote
…This role covers web and AI-assisted workflows; the partner engineer covers cross-platform components and design tokens. We partner with Developer Experience on AI tooling and Frontend…
Added 20 mins ago
Senior Native Engineer, Partnerships
Thumbtack
Remote, Canada
Full-time · Remote
…space to build out their profiles and their businesses on our platform. We will do this by expanding where and how Thumbtack can create value by putting our experience on complementary…
Added 33 mins ago
AI Platform Engineer (35577)
Myticas Consulting
Toronto, ON
Contract
Our Toronto Financial Client is seeking two AI Platform Engineers to support a large enterprise AI transformation program. The successful candidates will design, build, and operate AI…
Added 33 mins ago
Technical Consultant III (35732)
Myticas Consulting
Toronto, ON
Full-time
Technical Consultant III (Software Engineer, Senior/Lead)
Added 34 mins ago
Senior Observability Engineer
Apptoza Inc.
Toronto, ON
Contract
Senior Observability Engineer (KUBERNETES & CONTAINERS, GITOPS & AUTOMATION, QUERY LANGUAGES, CLOUD & INFRASTRUCTURE)

Zafin

Senior Machine Learning Engineer- AIOS

Toronto, ON, Canada

Posting language: English
Posted: Sep 23, 2026

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Original job description

Zafin is an AI platform company helping regulated institutions modernize how critical work is designed, governed, and delivered. Our technology enables organizations to move faster while maintaining the governance, accountability, and control required in highly regulated environments.

Our portfolio includes Zafin AIOS, an agent orchestration platform for governed AI work; the Zafin Banking Platform, which helps banks modernize product, pricing, offers, billing, loyalty, and relationship management; and Zafin IO, an integration platform that connects data, systems, and workflows across complex enterprise environments.

Headquartered in Toronto, Canada, Zafin partners with leading financial institutions across North America, Europe, the Middle East, Africa, and Asia-Pacific. As AI transforms the future of financial services, we're building the platforms that help regulated organizations adopt AI responsibly and at scale.

What is the Opportunity?

As a Machine Learning Engineer, part of Zafin's AIOS Product team, you will build the machine learning and AI systems that power the AIOS Knowledge Fabric and help agents reason over enterprise knowledge with accuracy, traceability, and control.

You will work on practical production systems, including retrieval, ranking, embeddings, model integration, evaluation, data pipelines, model serving, observability, and the workflows that make AI outputs reliable for regulated banking environments. This is a hands-on engineering role focused on turning ML and LLM capabilities into dependable product infrastructure.

This role is critical for high-quality knowledge, strong evaluation, and reliable model behavior. You will help build the foundation that allows customers to use AI agents with confidence, accountability, and measurable business value.

What Will You Do?

Design, build, test, and maintain ML and AI capabilities for AIOS, with a focus on knowledge retrieval, model integration, and production reliability.
Develop systems for embeddings, vector search, ranking, retrieval-augmented generation, knowledge ingestion, and knowledge quality improvement.
Build and improve model evaluation workflows, test sets, scoring approaches, quality metrics, and monitoring for AI and LLM-based systems.
Partner with AI engineers, data engineers, product managers, architects, and domain experts to translate product needs into ML system designs and working software.
Write production-quality Python or equivalent code, including services, pipelines, automation, tests, and integration points with product systems.
Improve ML system performance, latency, cost, reliability, and observability in production and pre-production environments.
Work with structured and unstructured enterprise data, including documents, metadata, knowledge sources, customer data, and operational signals.
Support responsible AI practices by improving traceability, explainability, governance, auditability, privacy, and human review workflows.
Create technical documentation, model cards or evaluation notes where useful, implementation guidance, and operational runbooks.
Stay current with ML, LLM, RAG, evaluation, and MLOps practices and bring practical improvements into the AIOS product.

What Do You Need to Succeed?

Must haves

5+ years of software engineering, machine learning engineering, data science engineering, or applied ML experience building production systems.
2+ years of hands-on experience with production ML, LLM applications, retrieval-augmented generation, NLP, search, recommendation, or AI-powered automation.
Strong programming skills in Python and experience building maintainable, tested, production-quality code.
Practical experience with ML frameworks, LLM APIs or open-source models, embeddings, vector databases, retrieval systems, or model-serving patterns.
Strong understanding of data pipelines, feature or knowledge preparation, model evaluation, experiment tracking, and performance measurement.
Solid software engineering fundamentals, including APIs, databases, testing, debugging, version control, and system design.
Ability to analyze model behavior, diagnose quality issues, and improve systems using both quantitative metrics and qualitative reviews.
Strong communication skills, with the ability to explain ML trade-offs, model behavior, and technical recommendations to product and engineering stakeholders.
Bachelor's degree in Computer Science, Engineering, Machine Learning, Statistics, Mathematics, or a related technical field, or equivalent practical experience.

Nice to have

Experience building RAG systems, knowledge graphs, document understanding systems, semantic search, or enterprise knowledge platforms.
Experience with MLOps practices, model monitoring, model registries, CI/CD for ML, or deployment of ML services in cloud environments.
Experience with Azure, Kubernetes, Docker, distributed data processing, or scalable data infrastructure. Experience with banking, financial services, compliance, risk, or other regulated industry data.
Experience with AI evaluation, safety testing, hallucination mitigation, prompt testing, or governance controls for LLM systems.
Experience collaborating with product teams to turn ambiguous AI capabilities into usable product features.
Experience with security, privacy, data access controls, audit trails, and responsible AI requirements.
Published research, open-source contributions, patents, or technical writing related to ML, NLP, search, or AI systems.

Additional Job Details

At Zafin, we invest in our people. Our comprehensive rewards program is designed to support your health, financial well-being, and work-life balance, including:

- Fully company-paid health benefits
- Annual bonus opportunities
- Generous vacation and holidays
- RRSP matching
- Employer-paid insurance coverage
- Wellness resources
- Extensive paramedical benefits, and more
Vacancy Status: Open Position to be filled
Expected Salary range: Hiring for multiple levels depending on candidate's experience and competence
Mode of Work: Hybrid
Use of AI: Zafin may use Artificial Intelligence (AI) and/or other forms of automated technology to screen and/or assess applicants for this position. Zafin will not utilize AI for conducting interviews and/or making hiring decisions.

What’s in it for you

Joining our team means being part of a culture that values diversity, teamwork, and high-quality work. We offer competitive salaries, annual bonus potential, generous paid time off, paid volunteering days, wellness benefits, and robust opportunities for professional growth and career advancement. Want to learn more about what you can look forward to during your career with us? Visit our careers site and our openings: zafin.com/careers

Zafin welcomes and encourages applications from people with disabilities. Accommodations are available on request for candidates taking part in all aspects of the selection process.

Zafin is committed to protecting the privacy and security of the personal information collected from all applicants throughout the recruitment process. The methods by which Zafin contains uses, stores, handles, retains, or discloses applicant information can be accessed by reviewing Zafin’s privacy policy at https://zafin.com/privacy-notice/. By submitting a job application, you confirm that you agree to the processing of your personal data by Zafin described in the candidate privacy notice.

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More about this job

Responsibilities

Design, build, and maintain machine learning and AI systems for the AIOS platform, focusing on knowledge retrieval and production reliability. Collaborate with cross-functional teams to translate product requirements into scalable, high-quality ML infrastructure.

Requirements

Requires 5+ years of experience in software or machine learning engineering with strong proficiency in Python. Candidates must have hands-on experience with production ML, LLM applications, and retrieval-augmented generation systems.

Skills

Python
Machine learning
LLM
Retrieval-augmented generation
NLP
Vector databases
Data pipelines
Model evaluation
System design
MLOps
Cloud environments
Software engineering
Search
Recommendation systems
Knowledge graphs

Benefits

Health benefits
Annual bonus
Vacation
Holidays
RRSP matching
Employer-paid insurance
Wellness resources
Paramedical benefits

Visa sponsorship

Not detected in the job text

Keywords

Machine Learning
AIOS
LLM
Python
Retrieval-Augmented Generation
NLP
Vector Search
MLOps
Data Pipelines
Knowledge Fabric
Azure
Kubernetes
Docker
Financial Services
Banking
Governance
Traceability
Explainability
Model Serving
Observability
Software Engineering
Semantic Search
Knowledge Graphs
CI/CD
Distributed Data Processing

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