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Added 2 mins ago
SI
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Added 2 mins ago
SI
IT Senior Analyst, Enterprise Applications - HCM Process & Solutions
Saputo Inc.
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SI
IT Senior Analyst, Enterprise Applications - HCM Process & Solutions
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IT Senior Analyst, Enterprise Applications - HCM Process & Solutions
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Aviva Canada

Data Scientist

Toronto, ON, Canada

The salary band for this position ranges from $100,000 to $120,000. · Full-time

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Applications open in a new tab.

Job details

Pay: The salary band for this position ranges from $100,000 to $120,000.
Job type: Full-time
Apply by: Nov 4, 2026
Experience: 3+ years of experience with model development and working with large datasets.
Posting language: English
Posted: Oct 5, 2026

Original job description

Experience Aviva

Together, we are Aviva. Our values - Care, Commitment, Community, and Confidence - guide how we show up for each other and for our customers. Individually, they’re words. Together, they define who we are.

At Aviva Canada, we put people first, our employees, our customers, and our communities. We’re proud of a culture built on care, inclusion, and collaboration, where your voice matters and your growth is supported. We’re not just about insurance; we’re about making a real difference by protecting what matters most.

The Opportunity

Join a team of data scientists and engineers using advanced analytics and machine learning to solve real business challenges. As part of the Commercial Auto Data Science team, you'll build models and data-driven solutions that improve customer experiences, support business decisions, and drive innovation across the organization.

As a Data Scientist, you'll contribute to the full model lifecycle, from ideation and development through deployment, monitoring, and continuous improvement. You'll work on high-impact initiatives such as claims prediction, customer journey optimization, pricing insights, and automation, partnering closely with business and technology teams.

Supported by experienced colleagues and mentorship, you'll have opportunities to grow your technical expertise while applying cutting-edge tools and techniques to projects that impact millions of customers. As the insurance industry continues to evolve, you'll help shape the future of data science and innovation at Aviva.

What You’ll Do

Transformation of sophisticated datasets into meaningful conclusions & recommendations.
Develop innovative solutions for pattern recognition using machine learning and statistical approaches.
Partner closely with Pricing and work on the data science projects end-to-end for Commercial Auto Pricing, from project planning through data processing, model training, model acceptance, and post implementation monitoring.
Contribute to modelling best practices and improve the quality and reproducibility of the team’s work.
Maintenance of a growing set of data mining tools, frameworks & approaches
Communicate practical recommendations based on insights/model results.
Support model monitoring and validation, including identifying performance deterioration, portfolio shifts, and emerging segment behavior.

What You’ll Bring

An educational background in computer science or engineering, math, statistics, physics or a related field. A minimum of an MSc is required, and PhD is preferred.
3+ years of experience with model development and working with large datasets. This can include experience from any industry or academia (post-doc experience).
3+ programming experience in Python with a good grasp of software engineering standard methodologies such as code-reusability, modularity, use of reports, etc.

What Makes You Stand Out

Experience with Snowflake.
A growth mindset with versatile skills and ability to work through problems from first principles.
A portfolio of projects that demonstrate your ability to draw inferences from data. This includes participation within the broader data science community, including Kaggle competitions or any personal projects with open data.
A can-do teammate willing to roll up their sleeves and do whatever is needed to move projects forward. That means, at times you will wear different hats and be a project manager, developer, modeler and chief communicator of solutions.
Outstanding communication skills and ability to translate and communicate complex algorithms to non-technical individuals. Someone who understands that it is not enough just to have a phenomenal algorithm but meaningful to build an agreement for the solution from different partners.
The best problems in the industry are yet to be articulated. We need someone who is creative, self-motivated and can lead projects independently.

What You’ll Get

The salary band for this position ranges from $100,000 to $120,000. Please note that individual salary is determined by factors such as job-related knowledge, skills and experience, as well as internal equity.
Compelling rewards package including base compensation, eligibility for annual bonus, retirement savings, share plan, health benefits, personal wellness, and volunteer opportunities. 
Hybrid flexible work model.
Outstanding career development opportunities.
We’ll support your professional development education.
Competitive vacation package with the option to purchase 5 extra days off per year. 
Employee-driven programs focused on gender, LGBTQ+, origins, diversity, and inclusion. 
Corporate wellness programs to support our employees’ physical and mental health. 
Employee discount on home and auto insurance (where applicable).

This job advertisement is for an existing vacancy which has been posted both internally & externally.

Aviva Canada may use AI (Artificial Intelligence) tools to assist us throughout the recruitment process to screen, assess or select applicants for a position.

Aviva Canada welcomes applications from all qualified individuals and has a process in place to provide accommodations for persons with disabilities at all stages of the hiring process and during employment. If you require an accommodation during the interview or hiring process, please contact your Aviva Talent Acquisition Partner so that an appropriate accommodation can be arranged.

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More about this job

Responsibilities

Develop and manage machine learning and statistical models for Commercial Auto Pricing, covering project planning, data processing, training, acceptance, deployment monitoring, and ongoing improvement. Analyze complex datasets, communicate practical recommendations, support model validation, and improve the team’s modeling tools and practices.

Requirements

A minimum of an MSc in computer science, engineering, mathematics, statistics, physics, or a related field is required; a PhD is preferred. Candidates need at least three years of model development and large-dataset experience, plus three or more years of Python programming experience and sound software engineering practices.

Skills

Data Science
Machine Learning
Statistical Modeling
Python
Software Engineering
Data Processing
Model Development
Model Deployment
Model Monitoring
Model Validation
Data Mining
Pattern Recognition
Commercial Auto Pricing
Snowflake
Data Analysis
Communication

Benefits

Annual Bonus Eligibility
Retirement Savings Plan
Share Plan
Health Benefits
Personal Wellness Programs
Volunteer Opportunities
Hybrid Flexible Work Model
Career Development Opportunities
Professional Development Education Support
Vacation Package
Option to Purchase Additional Vacation Days
Employee Discount on Home and Auto Insurance

Visa sponsorship

Not detected in the job text

Keywords

Data Science
Machine Learning
Statistical Modeling
Python
Snowflake
Commercial Auto Insurance
Commercial Auto Pricing
Pricing Insights
Claims Prediction
Customer Journey Optimization
Automation
Large Datasets
Data Processing
Model Training
Model Deployment
Model Monitoring
Model Validation
Data Mining
Pattern Recognition
Portfolio Shifts
Segment Behavior
Software Engineering
Code Reusability
Modularity
Reproducibility
Project Planning
Data-Driven Solutions
Model Lifecycle
Performance Deterioration
Insurance

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