System Analyst, Intermediate
Role Overview
Bridges business requirements and technical data solutions by analyzing business needs, defining system and data requirements, and supporting analytics and reporting delivery.
The posting requires working in the Guelph office at least three days per week and up to five days per week.
Key Skills for This Role
Full Job Posting
Role overview
Bridges business requirements and technical data solutions by analyzing business needs, defining system and data requirements, and supporting analytics and reporting delivery.
The posting requires working in the Guelph office at least three days per week and up to five days per week.
Responsibilities
- Translate business needs into functional, system, and data requirements for analytics and reporting.
- Evaluate systems, data flows, and integrations for gaps, risks, and optimization opportunities; collaborate with stakeholders and IT.
- Support analytics solution design and delivery, integrations, pipelines, and reporting platforms.
- Maintain requirements, data mappings, process flows, and technical specifications; support system and user acceptance testing.
- Troubleshoot system/data issues, perform root cause analysis, and coordinate resolution.
- Support ingestion, transformation, and validation in Microsoft Fabric; develop SQL queries and maintain analytics data models.
- Support Power BI datasets and reports and work with data engineers on governance and quality.
Education and experience
- Bachelor's degree or equivalent practical experience.
- At least four years as a System Analyst or Business Analyst, with strong understanding of system analysis and data flows.
- Proven machine learning engineering experience, including building, training, testing, and deploying models; experience leading AI-related initiatives.
- Strong foundation in statistics, linear algebra, calculus, and computer science; data science experience in analysis, tools, and applied methods.
- Experience with Power Platform and/or a professional development stack, Power BI, and Microsoft Fabric.
- Working knowledge of SQL and data warehouse concepts; knowledge of Fabric Lakehouse, pipelines, and data models.
- Familiarity with Power BI datasets and reports and basic DAX; understanding of ETL, data integration, governance, and data quality.
- Strong analytical, problem-solving, documentation, communication, and attention-to-detail skills.
Work arrangement
- Candidates must work in-office in Guelph a minimum of three days per week and up to five days per week.
Benefits
- Linamar lists a benefits package, career advancement opportunities, community outreach, and discounts for local vendors and events.
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