Our Data Modernization & Analytics team designs and implements the data architectures - cloud, on-premise, hybrid - that make trustworthy AI & Data foundation possible. As a Manager and Senior ...
Our Data Modernization & Analytics team designs and implements the data architectures - cloud, on-premise, hybrid - that make trustworthy AI & Data foundation possible. As a Manager and Senior ...
Data Architect
Toronto, ON · On-site +1
Data Architecture Strategy, Delivery and Modernization: * Develop and maintain ICES' data architecture strategy, roadmap, governance framework including data models, data platforms, analytic ...
Data Architect
Toronto, ON · On-site +1
Data Architecture Strategy, Delivery and Modernization: * Develop and maintain ICES' data architecture strategy, roadmap, governance framework including data models, data platforms, analytic ...
Data Architect
Toronto, ON · On-site
CA$110K - CA$140K/yr
Data Architecture Strategy, Delivery and Modernization: * Develop and maintain ICES' data architecture strategy, roadmap, governance framework including data models, data platforms, analytic ...
Quick apply
Data Architect
Toronto, ON · On-site
CA$110K - CA$140K/yr
Data Architecture Strategy, Delivery and Modernization: * Develop and maintain ICES' data architecture strategy, roadmap, governance framework including data models, data platforms, analytic ...
Tech Data Delivery Lead
Toronto, ON · Hybrid
We work across data migration, data modernization, and knowledge engineering, turning legacy data estates into intelligence-first platforms. Want to lead the engagements that make that transformation ...
Tech Data Delivery Lead
Toronto, ON · Hybrid
We work across data migration, data modernization, and knowledge engineering, turning legacy data estates into intelligence-first platforms. Want to lead the engagements that make that transformation ...
Our Data Modernization & Analytics team helps clients design and implement the data platform architectures - be it in the cloud or on-premise - required to enable cutting-edge AI solutions. You will ...
Our Data Modernization & Analytics team helps clients design and implement the data platform architectures - be it in the cloud or on-premise - required to enable cutting-edge AI solutions. You will ...
Director, Data Enablement
Toronto, ON · On-site
Data Platform Modernization * Lead the design and modernization of enterprise data platforms, including data warehouses, data lakes,lakehouses, and analytics environments. * Guide organizations ...
Director, Data Enablement
Toronto, ON · On-site
Data Platform Modernization * Lead the design and modernization of enterprise data platforms, including data warehouses, data lakes,lakehouses, and analytics environments. * Guide organizations ...
The Director leads the modernization of Bird's data platform and analytics ecosystem, establishes scalable AI and automation capabilities, and advances enterprise data governance, data quality ...
The Director leads the modernization of Bird's data platform and analytics ecosystem, establishes scalable AI and automation capabilities, and advances enterprise data governance, data quality ...
Director Data Architecture
Toronto, ON · On-site
Job Summary The Director Data Architecture will be responsible for shaping Optimum's data vision, by defining enterprise data architecture, driving modernization and migration strategy, and enabling ...
Director Data Architecture
Toronto, ON · On-site
Job Summary The Director Data Architecture will be responsible for shaping Optimum's data vision, by defining enterprise data architecture, driving modernization and migration strategy, and enabling ...
Data Architect
Toronto, ON · Hybrid
CA$120K - CA$150K/yr
Lead data modernization & migration projects at large enterprises * Communicate findings, methodologies, and recommendations clearly to technical and non-technical stakeholders * Stay current with ...
Data Architect
Toronto, ON · Hybrid
CA$120K - CA$150K/yr
Lead data modernization & migration projects at large enterprises * Communicate findings, methodologies, and recommendations clearly to technical and non-technical stakeholders * Stay current with ...
Data Architect
Toronto, ON · On-site +1
Experience supporting large-scale data modernization, migration, integration, or transformation programmes. Why Join Capco * Deliver high-impact technology solutions for Tier 1 financial institutions
Data Architect
Toronto, ON · On-site +1
Experience supporting large-scale data modernization, migration, integration, or transformation programmes. Why Join Capco * Deliver high-impact technology solutions for Tier 1 financial institutions
Director, Data Solutions Architect
Toronto, ON · On-site
CA$150K - CA$185K/yr
Experience supporting cloud-based data modernization initiatives and enterprise platform transformations. * Experience designing data solutions that support self-service analytics, advanced analytics ...
Director, Data Solutions Architect
Toronto, ON · On-site
CA$150K - CA$185K/yr
Experience supporting cloud-based data modernization initiatives and enterprise platform transformations. * Experience designing data solutions that support self-service analytics, advanced analytics ...
You'll oversee architecture of critical systems supporting capital markets operations, guide teams through data modernization initiatives, and establish standards that enable innovation while ...
You'll oversee architecture of critical systems supporting capital markets operations, guide teams through data modernization initiatives, and establish standards that enable innovation while ...
Own end-to-end delivery of large-scale IT strategic initiatives (digital transformation, cloud & data platform adoption, data modernization), ensuring alignment with enterprise priorities * Establish ...
Own end-to-end delivery of large-scale IT strategic initiatives (digital transformation, cloud & data platform adoption, data modernization), ensuring alignment with enterprise priorities * Establish ...
Data Engineer - Snowflake, dbtCore/Cloud, AWS
Markham, ON · On-site
CA$100K - CA$125K/yr
Aviva Canada is looking for a Data Engineer to support our enterprise data modernization journey. You'll use your expertise across modern and legacy platforms to build robust data pipelines and ...
Data Engineer - Snowflake, dbtCore/Cloud, AWS
Markham, ON · On-site
CA$100K - CA$125K/yr
Aviva Canada is looking for a Data Engineer to support our enterprise data modernization journey. You'll use your expertise across modern and legacy platforms to build robust data pipelines and ...
The ideal candidate combines deep hands-on expertise with Databricks, Apache Spark, Python, SQL, and modern cloud platforms with proven experience leading complex data modernization initiatives. You ...
The ideal candidate combines deep hands-on expertise with Databricks, Apache Spark, Python, SQL, and modern cloud platforms with proven experience leading complex data modernization initiatives. You ...
Contribute to high-visibility data modernization initiatives on a leading Lakehouse platform * Hybrid work model based in downtown Toronto * Collaborative environment working alongside data ...
Quick apply
Contribute to high-visibility data modernization initiatives on a leading Lakehouse platform * Hybrid work model based in downtown Toronto * Collaborative environment working alongside data ...
Contribute to high-visibility data modernization initiatives on a leading Lakehouse platform * Hybrid work model based in downtown Toronto * Collaborative environment working alongside data ...
Contribute to high-visibility data modernization initiatives on a leading Lakehouse platform * Hybrid work model based in downtown Toronto * Collaborative environment working alongside data ...
Game Data Product Owner
Thornhill, ON · Remote
Given the emphasis on data modernization and migration, additional high-priority data domains may also fall within the scope of this role. This leader will partner closely with stakeholders across ...
Game Data Product Owner
Thornhill, ON · Remote
Given the emphasis on data modernization and migration, additional high-priority data domains may also fall within the scope of this role. This leader will partner closely with stakeholders across ...
Game Data Product Owner
Thornhill, ON · Remote
Given the emphasis on data modernization and migration, additional high-priority data domains may also fall within the scope of this role. This leader will partner closely with stakeholders across ...
Game Data Product Owner
Thornhill, ON · Remote
Given the emphasis on data modernization and migration, additional high-priority data domains may also fall within the scope of this role. This leader will partner closely with stakeholders across ...
Game Data Product Owner
Thornhill, ON · Remote
Given the emphasis on data modernization and migration, additional high-priority data domains may also fall within the scope of this role. This leader will partner closely with stakeholders across ...
Game Data Product Owner
Thornhill, ON · Remote
Given the emphasis on data modernization and migration, additional high-priority data domains may also fall within the scope of this role. This leader will partner closely with stakeholders across ...
Data Modernization information
What are the key skills and qualifications needed to thrive in data modernization?
What are some common challenges faced by professionals working in data modernization projects?
What is the difference between Data Modernization vs Data Analyst?
| Aspect | Data Modernization | Data Analyst |
|---|---|---|
| Primary Focus | Upgrading and transforming data systems and infrastructure | Analyzing data to generate insights and reports |
| Skills Required | Data architecture, cloud platforms, database management | Statistical analysis, data visualization, SQL |
| Work Environment | IT departments, data engineering teams | Business units, analytics teams |
| Certifications | Cloud certifications, data management certifications | Data analysis, visualization certifications |
Data Modernization involves upgrading data systems and infrastructure to improve efficiency and scalability, often requiring technical expertise in data architecture and cloud platforms. In contrast, Data Analysts focus on interpreting data, creating reports, and providing insights to support business decisions. While both roles work with data, their core responsibilities and skill sets differ significantly.
What job categories do people searching Data Modernization jobs in Ontario look for?
The top searched job categories for Data Modernization jobs in Ontario are:

Deloitte rating
8.2
Based on 93 frontline employees who took The Breakroom Quiz
47th of 154 rated financial services
Job description
Job Type: Permanent
Work Model: Hybrid
Reference code: 134814
Primary Location: Toronto, ON
All Available Locations: Toronto, ON; Brossard, QC; Burlington, ON; Calgary, AB; Edmonton, AB; Fredericton, NB; Halifax, NS; Kitchener, ON; Laval, QC; Moncton, NB; Montreal, QC; Ottawa, ON; Quebec City, QC; Regina, SK; Saint John, NB; Saskatoon, SK; St. John's, NL; Vancouver, BC; Victoria, BC; Winnipeg, MB
Our Purpose
At Deloitte, our Purpose is to make an impact that matters. We exist to inspire and help our people, organizations, communities, and countries to thrive by building a better future. Our work underpins a prosperous society where people can find meaning and opportunity. It builds consumer and business confidence, empowers organizations to find imaginative ways of deploying capital, enables fair, trusted, and functioning social and economic institutions, and allows our friends, families, and communities to enjoy the quality of life that comes with a sustainable future. And as the largest 100% Canadian-owned and operated professional services firm in our country, we are proud to work alongside our clients to make a positive impact for all Canadians.
By living our Purpose, we will make an impact that matters.
- Have many careers in one Firm.
- Enjoy flexible, proactive, and practical benefits that foster a culture of well-being and connectedness.
- Learn from deep subject matter experts through mentoring and on the job coaching
As a Manager and Senior Architect on our Data Modernization & Analytics team within the AI & Data practice, you own the architecture and delivery quality of Deloitte's most complex master data and data engineering engagements. You are the person client leadership calls when the design is contested, the vendor lands are shifting, or the program needs a decisive hand at the tiller.
In this role, you will:
- Own end-to-end MDM, RDM and data integration architectures across multiple domains - Party (customer, member, employee), Product, Location, Asset, Reference - and across regulated industries including Financial Services, Public Sector, Energy, Life Sciences and Consumer.
- Lead 20+ person client and Deloitte teams through the full engagement lifecycle: diagnostic, target-state design, roadmap, build, cutover, hypercare and steady-state operate.
- Serve as trusted architecture advisor to CDOs, CIOs, Chief Data Architects and Enterprise Architecture Boards; translate business strategy into governed reference architectures and defensible platform decisions.
- Own architectural quality gates on multi-workstream programs - domain model governance, matching and survivorship strategy, event-driven vs. batch trade-offs, HA/DR posture, data residency, PII tokenization, observability, and cost-to-serve.
- Set delivery standards for match/merge tuning, stewardship workflow design, data quality frameworks, publication SLAs and steward operating models.
- Author enterprise-grade points of view, reference architectures, whitepapers and accelerators that scale beyond a single engagement and become firm IP.
- Lead pursuit teams for MDM and Data Modernization opportunities - shape the win theme, author the technical response, orally defend the proposal, and mobilize the team on award.
- Build and mentor a bench of MDM Solution Architects, Senior Consultants and Consultants; own performance conversations, capability planning and career trajectory.
- Represent Deloitte in the market - speaking engagements, vendor advisory boards, industry councils, and university recruiting.
AI & Data is Deloitte's Artificial Intelligence practice and one of the fastest-growing in the firm - a collaborative team of strategists, architects, engineers and operators who guide clients through AI-driven transformation with disciplined focus on business outcomes.
Our Data Modernization & Analytics team designs and implements the data architectures - cloud, on-premise, hybrid - that make trustworthy AI & Data foundation possible. As a Manager and Senior Architect, you will help set the direction for the MDM and Data Engineering discipline, contributing to national capability plans, alliance strategy (Informatica, TIBCO, Reltio, Ataccama, Databricks, Snowflake, Microsoft, AWS, Google) and to how we build the next generation of practitioners.
You are someone with:
- 12+ years of hands-on experience delivering multi-domain Master Data Management, Reference Data Management, Data Quality and Data Governance solutions at scale, including at least three full-lifecycle programs as lead architect on Party, Product or multi-domain MDM.
- Deep architectural fluency across at least three of: Informatica MDM (C360/B360, IDMC MDM), TIBCO EBX/ONEBX, Reltio, Ataccama, Stibo STEP, SAP MDG, Semarchy - with a defensible point of view on when each fits and where each breaks.
- 8+ years designing enterprise data integration and streaming architectures using Informatica IDMC/IICS, Confluent Kafka, MuleSoft, IBM DataStage, SAP Data Services, and cloud-native platforms - Databricks, Snowflake, Microsoft Fabric, Azure Data Factory, AWS Glue, GCP Dataflow / BigQuery.
- Fluency across modern data architecture patterns - data mesh, data products, data fabric, event-driven ingestion, CQRS, Kappa/Lambda, medallion, data contracts, reverse ETL - and the judgment to know when to reach for each.
- Track record designing and defending architectures under regulatory scrutiny: data residency, PII / PHI protection, tokenization, GDPR, PIPEDA (Quebec Law 25), OSFI B-13, HIPAA - and privacy-by-design principles embedded in the model, not bolted on.
- Match, merge and survivorship design depth: rule-based, probabilistic and ML-assisted; steward workflow governance; suspect queue economics; golden record integrity across multi-source ingestion.
- Executive presence: proven ability to lead client working sessions with CDOs, CIOs, Chief Data Architects and VPs of Data, and to make architectural trade-offs land with non-technical steering committees.
- People leadership: 5+ years managing consultants and architects, including performance management, coaching and capability planning; DAMA-DMBoK, TOGAF, SAFe or equivalent framework fluency.
- Pursuit leadership: authored winning proposals, led oral defenses, shaped statements of work, and mobilized delivery teams within days of award.
- Bilingual (English and French) is a strong asset, especially for Quebec-based clients and pursuits.
- Completed Bachelor's Degree (Master's preferred) in Computer Science, Information Management, Analytics or a related quantitative field.
- Cloud architecture certifications strongly desired: Azure Solutions Architect Expert, AWS Solutions Architect Professional, GCP Professional Cloud Architect, Snowflake SnowPro Advanced, Databricks Certified Data Engineer Professional; MDM vendor certifications on at least two of Informatica, TIBCO, Reltio, Ataccama.
- Quebec Locations: Bilingualism in French and English is required for this position due to the nature of the role having interactions with National & Global clients and project teams.
The salary range for this position is $84,000 - $175,000, and individuals may be eligible to participate in our bonus program. Deloitte is fair and competitive when it comes to the salaries of our people. We regularly benchmark across a variety of positions, industries, sectors, targets, and levels. Our approach is grounded on recognizing people's unique strengths and contributions and rewarding the value that they deliver.
Our Total Rewards Package extends well beyond traditional compensation and benefit programs and is designed to recognize employee contributions, encourage personal wellness, and support firm growth. Along with a competitive base salary and variable pay opportunities, we offer a wide array of initiatives that differentiate us as a people-first organization. On top of our regular paid vacation days, some examples include: $4,000 per year for mental health support benefits, a $1,300 flexible benefit spending account, firm-wide closures known as "Deloitte Days", dedicated days of for learning (known as Development and Innovation Days), flexible work arrangements and a hybrid work structure.
Our promise to our people: Deloitte is where potential comes to life.
Be yourself, and more.
We are a group of talented people who want to learn, gain experience, and develop skills. Wherever you are in your career, we want you to advance.
You shape how we make impact.
Diverse perspectives and life experiences make us better. Whoever you are and wherever you’re from, we want you to feel like you belong here. We provide flexible working options to support you and how you can contribute.
Be the leader you want to be
Some guide teams, some change culture, some build essential expertise. We offer opportunities and experiences that support your continuing growth as a leader.
Have as many careers as you want.
We are uniquely able to offer you new challenges and roles – and prepare you for them. We bring together people with unique experiences and talents, and we are the place to develop a lasting network of friends, peers, and mentors.
The next step is yours
At Deloitte, we are all about doing business inclusively – that starts with having diverse colleagues of all abilities. Deloitte encourages applications from all qualified candidates who represent the full diversity of communities across Canada. This includes, but is not limited to, people with disabilities, candidates from Indigenous communities, and candidates from the Black community in support of living our values, creating a culture of Diversity Equity and Inclusion and our commitment to our AccessAbility Action Plan, Reconciliation Action Plan and the BlackNorth Initiative.
We encourage you to connect with us at accessiblecareers@deloitte.ca if you require an accommodation for the recruitment process (including alternate formats of materials, accessible meeting rooms or other accommodations) or indigenouscareers@deloitte.ca for any questions relating to careers for Indigenous peoples at Deloitte (First Nations, Inuit, Métis).
When you apply, we will review your application using Deloitte's Global Talent Standards to ensure a consistent recruitment experience. Our recruitment advisors and hiring teams will utilize human screening combined with AI technology to help identify the skills and qualities that matter most to our business, while safeguarding your privacy and using AI responsibly.
Deloitte Canada has 20 offices with representation across most of the country. We acknowledge that Deloitte offices stand on traditional, treaty, and unceded territories in what is now known as Canada. We recognize that Indigenous Peoples have been the caretakers of this land since time immemorial, nurturing its resources and preserving its natural beauty. We acknowledge this land is still home to many First Nations, Inuit, and Métis Peoples, who continue to maintain their deep connection to the land and its sacred teachings. We humbly acknowledge that we are all Treaty people, and we commit to fostering a relationship of respect, collaboration, and stewardship with Indigenous communities in our shared goal of reconciliation and environmental sustainability.
About Deloitte
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Industry
Finance and insurance and business management consulting
Company size
10,000+ Employees
Headquarters location
Orlando, FL, US