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Data Modelling Jobs in Toronto, ON (NOW HIRING)

Data Engineer

Toronto, ON · Hybrid

CA$90K - CA$125K/yr

Perform data modelling, data extraction, transformation, and loading (ETL/ELT). * Identify and recommend innovative solutions to enhance data quality and analytics capabilities. Qualifications

Strong SQL and data modelling background * Experience with identity resolution and customer data unification * Based in Canada (mandatory due to data residency) * Comfortable with a client background ...

Solid understanding of dimensional and relational data modelling, data quality checks, data validation, and performance optimization. * Experience developing and supporting SQL Server Reporting ...

Data Modelling and Transformation * Design and implement dimensional and relational data models (star/snowflake schemas) that support scalable, performant analytics across business domains. * Develop ...

Excellent data modelling, and data management skills * Strong analytical skills required in identifying problems, validatin gand making recommendations * Strong financial background with excellent ...

Senior Data Engineer

Toronto, ON · Hybrid

CA$120K - CA$145K/yr

Perform data modelling, data extraction, transformation, and loading (ETL/ELT). * Identify and recommend innovative solutions to enhance data quality and analytics capabilities. Qualifications

Senior Data Engineer

Toronto, ON · Hybrid

CA$120K - CA$145K/yr

Perform data modelling, data extraction, transformation, and loading (ETL/ELT). * Identify and recommend innovative solutions to enhance data quality and analytics capabilities. Qualifications

Senior Manager, Data Science

Toronto, ON · On-site

CA$120K - CA$150K/yr

Produce, supervise and vet reports and recommendations based on data modelling, advanced analytics and simulations with business impact on Numeris clients. * Support automation projects throughout ...

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Data Modelling information

Will AI replace data modelers?

AI is unlikely to fully replace data modelers, as their role involves complex understanding of business needs, data structures, and design principles that require human judgment. Instead, AI tools can assist data modelers by automating routine tasks and enhancing productivity, allowing them to focus on more strategic aspects of data modeling. Continuous learning and proficiency with data modeling tools remain important for job security in this field.

Is 40 too late for data science?

Data Modelling is a key skill in data science, and age is not a barrier to entering the field. Many professionals transition into data science later in their careers by acquiring relevant skills such as programming, statistics, and tools like SQL or Python. Continuous learning and building a strong portfolio can help overcome age-related concerns in the industry.

How much do data modelers make?

Data modelers typically earn between $70,000 and $120,000 annually, depending on experience, location, and industry. Senior data modelers with specialized skills in database design and data warehousing can earn higher salaries, especially with certifications and advanced tools knowledge.

What do you do in data modeling?

A data modeler designs and creates data structures, such as databases and schemas, to organize and store information efficiently. They analyze data requirements, define relationships, and use tools like ER diagrams and modeling software to ensure data integrity and accessibility.

What is the difference between Data Modelling vs Data Analyst?

AspectData ModellingData Analyst
Primary FocusDesigning data structures and schemasAnalyzing data to generate insights
Skills & CertificationsData modeling, database design, SQLData analysis, statistics, Excel, SQL
Work EnvironmentDatabase design teams, data architectureBusiness units, reporting teams
Tools UsedER diagrams, data modeling softwareExcel, BI tools, SQL

Data Modelling focuses on creating the structure and design of data systems, while Data Analysts interpret data to provide actionable insights. Both roles often collaborate but serve different purposes within data management and analysis processes.

What cities near Toronto, ON are hiring for Data Modelling jobs? Cities near Toronto, ON with the most Data Modelling job openings:

Senior Data Scientist, Advanced Analytics and Modelling - 2 Year Contract

Canadiantirecorporation

Toronto, ON

$32.82/hr

Full-time

Retirement

Posted 22 hours ago


Job description

As a Senior Data Scientist in the Advanced Analytics and Modelling team, you will support the development of machine learning and other mathematical models and solutions in the areas of pricing and promotional optimization, loyalty incentive curation and optimization as well as enterprise price-value scenario orchestration engines to power the next phase of our growth across all of CTC's businesses. This role is critical to the execution of our bold True North strategy. The data scientist will perform analytics in support of customer engagement, loyalty program optimization, and marketing program efficiency. Models, analytics, and insights developed will help achieve the strategic goals of our Retail organization. This role requires a strong background in statistics, optimization, mathematical modelling and machine learning.

What You'll Do

  • Develop a deep understanding of our Retail business, Loyalty and Credit Card Customers, and Marketing programs.

  • Develop, implement and document advanced quantitative and statistical models on retail, customer and loyalty data to build solutions and generate timely insights with the purpose of executing on business strategic objectives (increase customer engagement, marketing program efficiency, and loyalty program effectiveness) and improving existing business processes.

  • Build and deploy Machine Learning/Deep Learning models which can adapt to constantly evolving data and problem sets.

  • Scope and structure data science projects while considering business needs and technical constraints.

  • Perform advanced quantitative and statistical analysis of retail, customer and loyalty data to identify trends, patterns, and correlations which will be used in making critical business decisions that enhance business performance.

  • Provide creative solutions, recommendations, and timely advice that align business needs with analytical/modelling concepts.

  • Establish necessary data pipelines to deploy AI/ML solutions.

  • Act as an active contributor to the Advanced Analytics and Modelling team as well as the broader analytics community at CTC.

What You Bring

  • Graduate degree (PhD preferred) in Statistics/Math/Economics/Engineering/Computer Science or a related quantitative discipline.

  • 3+ years experience developing and implementing data science solutions for retail businesses, or loyalty programs.

  • Familiarity with optimization methods, including, Linear Programming and Mixed Integer Programming related algorithms & tools such as Simplex, Gurobi, Hexaly, etc.

  • Familiarity with optimization constraint setting and relaxation, including and balancing time to solution while maintaining guardrails.

  • Strong background in statistics, optimization, mathematical modelling and machine learning required.

  • Advanced proficiency with Python as an analytical tool and programming language.

  • 3+ years of experience querying and analyzing large datasets with tools such as SQL, Spark, etc.

  • Demonstrated understanding of statis/maths techniques to programmatically select (and justify) the right approach given specific business problems and data/technology constraints.

  • Familiarity with cloud-based data structures including tools to extract, manipulate and transform data within the cloud. Experience with Databricks and Azure Synapse is an asset.

  • 3+ years interpreting, synthesizing, and presenting complex models and analysis to business partners.

  • Excellent oral and written communication skills, with the ability to communicate both technical and business concepts, as well as strong presentation skills.

  • Demonstrated confidence and clear presentation style.

We're always looking for great talent! In addition to competitive pay, we offer:

  • Career growth opportunities and product discounts

Our typical hiring range is between $32.82 per hour and $54.34 per hour. Salary decisions are also dependent on other factors such as your experience, job-related knowledge, skills and competencies, market location, industry benchmarks, internal equity and other role-specific requirements. We're committed to attracting top talent. For critical roles, the compensation offering will be reviewed to ensure alignment with market rate and conditions and the unique value you bring to the role. #LI-AG2


We may use artificial intelligence tools as part of our recruitment process to assist in the initial screening of resumes. All hiring decisions, including candidate evaluation, selection, and disposition, are made by human recruiters.


About Us


Canadian Tire Corporation, Limited ("CTC") is one of Canada's most admired and trusted companies.With more than 90 Owned Brands, over 1,600 retail locations, financial services, exemplary e-commerce capabilities, and exciting market-leading merchandising strategies. We dream big and work as one to innovate with purpose for our customers at every level of our business, investing in new technologies and products, and doubling down on top talent to drive the company forward. We offer competitive salaries and wages to CTC employees, as well as store discounts, supported learning through our Triangle Learning Academy, Canadian Tire Profit Sharing, and retirement and savings programs for eligible employees. As part of our enhanced flex benefits program, we offer mental health benefits in the amount of $5,000 per year for benefits-eligible employees and their families, including total well-being, and mental health tools and resources for all employees. Join us in helping to make life in Canada better through living and working our Core Values: we are innovators and entrepreneurs at our core, outcomes drive us, inclusion is a must, we are stronger together and we take personal responsibility. It is an especially exciting time to join CTC and its family of companies where career opportunities are wide-ranging! Join us, where there's a place for you here.


Our Commitment to Diversity, Inclusion and Belonging


We are committed to fostering an environment where belonging thrives, and diversity, inclusion and equity are infused into everything we do. We believe in building an organizational culture where people are consistently treated with dignity while respecting individual religion, nationality, gender, race, age, perceived ability, spoken language, sexual orientation, and identification. We are united in our purpose of being here to help make life in Canada better.


Accommodations


We stand firm in our Core Value that inclusion is a must. We welcome and encourage candidates from equity-seeking groups such as people who identify as racialized, Indigenous, 2SLGBTQIA+, women, people with disabilities, and beyond. Should you require any accommodation in applying for this role, or throughout the interview process, please make them known when contacted and we will work with you to help meet your needs.