Databricks Business Systems Analyst Consultant – Capital Markets
- Toronto, ON, Canada
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- Posting language
- English
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Original job description
Working with one of our top financial clients, this role calls for a Databricks Business Systems Analyst Consultant – Capital Markets. This position involves supporting a major Capital Markets Client Reporting Optimization and Integration initiative. The successful candidate will act as a bridge between business stakeholders, source systems, and the technical data engineering team, focusing on modernizing reporting environments and integrating data across Capital Markets data architecture. The role requires a highly data-centric professional comfortable working directly with source data and collaborating with developers to translate business needs into structured data solutions.
Responsibilities
- Analyze business requirements and convert them into detailed data and reporting specifications
- Examine source systems and datasets to understand data structures, relationships, and limitations
- Map source system data to business reporting and analytics needs for Capital Markets
- Collaborate with Databricks engineers on data integration, transformation, and modeling within the data environment
- Validate data assumptions and identify issues through direct data analysis using SQL and other tools
- Understand and navigate the Databricks environment, including Unity Catalog, schemas, and tables
- Define dimensions, measures, and relationships supporting analytical reporting while applying star schema, dimensional modeling, and Medallion architecture best practices
- Facilitate requirement clarification and resolution of data-related questions across business and technical teams
- Provide data mappings, definitions, and context to support development efforts
- Build data prototypes or proofs of concept to validate solutions with stakeholders and speed up delivery
- Investigate discrepancies and data quality issues between source systems and reporting outputs
- Help establish clear definitions for key business metrics such as revenue, client profitability, and risk measures
- Collaborate with Power BI and Databricks teams to ensure the data architecture supports reporting needs
- Engage in solution discussions around data integration, modeling, and reporting design
- Act as a liaison between business users and technical developers to ensure alignment and clarity in data solutions
- Extensive experience as a technically oriented Business Systems Analyst or Data Business Analyst
- Practical experience working with Databricks and modern data environments
- Strong SQL and data analysis skills
- Deep understanding of data modeling and data structures
- Knowledge of star schema, dimensional modeling, and Medallion architecture
- Ability to analyze source systems and perform detailed data mapping
- Proficiency working directly with data rather than relying solely on business requirements documentation
- Excellent communication skills to liaise with both business stakeholders and technical teams
- Experience translating business needs into technical data specifications
- Strong analytical and problem-solving abilities
- Domain expertise in Corporate Banking, Commercial Banking, or Capital Markets, including familiarity with revenue generation, client profitability, risk, and financial reporting in highly regulated environments
- Support experience with Databricks migration or data integration projects
- Knowledge of Azure Databricks and Azure Data Services
- Experience with Unity Catalog
- Supporting Capital Markets reporting or analytics applications
- Familiarity with Power BI or other analytical reporting platforms
- Exposure to Python
- Experience building data prototypes or collaborating with development teams
- Working with complex financial datasets
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More about this job
Responsibilities
Analyze business needs and source data to create detailed data mappings, reporting specifications, and models for a Capital Markets reporting optimization and integration initiative. Collaborate with business stakeholders, Databricks engineers, and Power BI teams to validate data, resolve quality issues, and deliver reporting solutions.
Requirements
Requires substantial experience as a technically oriented Business Systems Analyst or Data Business Analyst, practical Databricks experience, strong SQL and data analysis skills, and expertise in data structures, mapping, and modeling. Candidates should also understand Capital Markets or related banking domains and communicate effectively across business and technical teams.
Skills
- Databricks
- SQL
- Data Analysis
- Business Systems Analysis
- Data Modeling
- Data Mapping
- Capital Markets
- Unity Catalog
- Dimensional Modeling
- Star Schema
- Medallion Architecture
- Data Integration
- Power BI
- Azure Data Services
- Python
- Stakeholder Communication
Visa sponsorship
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Categories
- Data & Analytics
- Technology
- Finance & Accounting
- Consulting
Keywords
- Databricks
- SQL
- Capital Markets
- Client Reporting
- Data Integration
- Data Transformation
- Data Modeling
- Source Systems
- Data Mapping
- Unity Catalog
- Schemas
- Tables
- Star Schema
- Dimensional Modeling
- Medallion Architecture
- Power BI
- Azure Databricks
- Azure Data Services
- Python
- Data Quality
- Revenue
- Client Profitability
- Risk Measures
- Financial Reporting
- Corporate Banking
- Commercial Banking
- Data Prototyping
- Analytics
- Business Requirements
- Regulated Environments