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Internship Data Mapping Analyst Jobs in Toronto, ON

Key Responsibilities Data Analysis & Mapping * Conduct data profiling to identify quality issues and migration risks. * Define field-level mappings from source schemas to target structures.

As a Senior Business Analyst in the Trade Compliance IT team, you will execute all aspects of ... Manage data acquisition and data mapping activities. Lead detailed requirements and specifications ...

Data Analyst

Toronto, ON

CA$55K - CA$95K/yr

Map source fields to target model requirements. * Identify gaps, data quality issues, and ... Excellent analytical and problem-solving abilities in ambiguous environments. * Strong ...

Perform data mapping analysis to migrate data and functions from current to target state systems * Support project delivery by providing clarifications on scope and requirements as needed * Analyze ...

Data Analyst

Toronto, ON · On-site

CA$55K - CA$95K/yr

Document and maintain data mapping specifications and business rules to support data governance efforts. * Assist in building reports, dashboards, and analytics tools to monitor key metrics and ...

Data Lineage & Mapping: Partner with technical teams to execute data mapping, tracking data ... Gather and analyze inputs from architects, upstream/downstream data teams, and business units to ...

Undergraduate Degree in Computer Science or technical equivalent 10 + years' Business Technical/System Analyst experience; creating BSA artifacts - user stories, sequence diagrams, data mapping, etc ...

Ability to analyze business requirements and current state processes to produce IT requirements ... Working knowledge of data modelling, schema structure, data mapping, and data transformation.

Applications, Databases, Cloud platforms, Data lakes and analytics environments * Expertise in data classification, data mapping, and records of processing activities (RoPA). * Strong knowledge of ...

BFSI Application Deadline: Aug. 30th, 2026 SKILLS REQUIRED: 5+ years of Business Analysis ... Good understanding of reporting, data extraction, data mapping, and data lineage. Familiarity with ...

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Internship Data Mapping Analyst information

What is an internship data mapping analyst?

An Internship Data Mapping Analyst is an entry-level or student position focused on organizing, analyzing, and translating data from one format or system to another within an organization. This role often involves working with data sets, understanding database structures, and ensuring data integrity during migrations or integrations. Interns in this position gain hands-on experience in data management, learn about data mapping tools and techniques, and support data-driven projects under supervision. The role helps build foundational skills for a career in data analysis, information systems, or business intelligence.

What are the key skills and qualifications needed to thrive as an internship data mapping analyst?

To thrive as an Internship Data Mapping Analyst, you need a solid understanding of data analysis, attention to detail, and familiarity with database concepts, often supported by coursework in computer science, statistics, or information systems. Proficiency in tools such as Microsoft Excel, SQL, and data visualization platforms is typically required, and familiarity with ETL (Extract, Transform, Load) processes is beneficial. Strong problem-solving skills, effective communication, and the ability to collaborate in team settings help distinguish top candidates. These skills are essential for accurately mapping data between systems, ensuring data integrity, and supporting effective decision-making within organizations.

What types of data projects can an internship data mapping analyst expect to work on?

As an Internship Data Mapping Analyst, you’ll typically support projects involving the integration, transformation, and organization of data from various sources. These projects may include mapping legacy data to new systems, standardizing data formats, or assisting in quality assurance checks. Your work directly enables the team to improve data accuracy and streamline business processes, often collaborating closely with data engineers, business analysts, and IT specialists. This hands-on experience provides valuable insights into data governance and prepares you for more advanced roles in data management.

What is the difference between Internship Data Mapping Analyst vs Data Analyst?

AspectInternship Data Mapping AnalystData Analyst
Required CredentialsTypically pursuing or recent graduate in related fieldBachelor's degree in data science, statistics, or related field
Work EnvironmentInternship setting, entry-level tasks, supervisedFull-time, professional environment, independent analysis
Employer & Industry UsageInternship programs in tech, finance, healthcareVarious industries including finance, marketing, healthcare

The Internship Data Mapping Analyst role is an entry-level position focused on learning data mapping processes under supervision, often as part of an internship program. In contrast, a Data Analyst is a full-time professional responsible for analyzing data, creating reports, and providing insights. While both roles involve working with data, the internship is more educational and supervised, whereas the Data Analyst role requires more experience and independence.

Sr.Data Analyst

Toronto, ON • On-site

Full-time

Posted 21 days ago


Job description

GFT is seeking a Senior Data Migration Strategist to support a large-scale enterprise transformation initiative. The successful candidate will be responsible for defining migration strategies, performing data analysis and mapping activities, and supporting the successful migration of critical business data across complex environments.

Key Responsibilities Data Analysis & Mapping
  • Conduct data profiling to identify quality issues and migration risks.
  • Define field-level mappings from source schemas to target structures.
  • Establish transformation rules, defaulting strategies, and validation criteria.
  • Perform segmentation analysis to support tranche planning and sequencing.
  • Conduct pre-load analysis to identify data elements suitable for advance staging, reducing migration complexity.
Strategic Analysis & Migration Strategy Definition
  • Define the overall migration strategy, including migration models (rolling-wave and tranche-based execution) and sequencing approaches.
  • Confirm scope across data domains, including customer, account, and transaction data.
  • Establish migration principles, success criteria, and delivery approaches.
  • Align migration sequencing with product readiness and customer segment considerations.
  • Conduct Value Driver Analysis to identify business priorities informing migration sequencing and prioritization.
  • Confirm scope and requirements prior to detailed migration analysis activities.
Required Qualifications
  • Minimum of 15 years of experience in data analysis, data migration, data management, or related fields.
  • Proven experience defining and executing large-scale data migration strategies.
  • Strong expertise in data profiling, data mapping, transformation rules, and data quality analysis.
  • Experience working with customer, account, and transaction data.
  • Strong analytical, problem-solving, and stakeholder management skills.
  • Excellent verbal and written communication skills.
Preferred Qualifications
  • Experience in banking, financial services, or other large enterprise environments.
  • Experience with tranche-based or phased migration approaches.
  • Experience supporting large-scale transformation initiatives
Salary range proposal: between 115K and 130K annually