Are you a data-savvy Business Systems Analyst with expertise in Databricks?

Working with one of our top financial clients, this role calls for a Sr. BSA (Databricks/Corporate Banking). 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

Desired Skill-Set

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

Robust 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

Nice to Have

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

BeachHead is an equal opportunity agency and employer. We advocate for our candidates and welcome applicants regardless of race, color, religion, national origin, sex, age, or physical or mental disability. BeachHead or our clients may use technology-enabled tools, including automation and artificial intelligence (AI), to support parts of the recruitment process such as resume screening, application management, and candidate matching.

These tools assist our recruiters and our clients, and do not replace human decision-making. This job posting represents a current or anticipated vacancy. The position may be filled at any time, and the posting may be removed without notice once the role has been filled.

📌 Sr. BSA (Databricks/Corporate Banking) (Toronto)
🏢 BeachHead
📍 Toronto