
Job Overview
Location
United States
Job Type
Full-time
Category
Data Analyst
Date Posted
July 9, 2026
Full Job Description
đź“‹ Description
- • Own the architecture and buildout of Collective's Operations Intelligence Warehouse: the BigQuery data layer and Metabase BI that make throughput, quality, variance, and capacity inspectable across an AI-native financial operation.
- • Architect the Operations Intelligence Warehouse, leading the audit, cleanup, and architecture of the Operations data subset within our shared BigQuery warehouse.
- • Set the data modeling standard, building and maintaining dimensional models in dbt with testing, lineage, and version control.
- • Instrument the operation, designing and maintaining the dashboards and metrics that give leadership real-time visibility into operational health.
- • Connect operations to revenue, joining operational data to GTM and financial data to answer the questions that matter.
- • Power statistical rigor, partnering with the team on statistical process control, variance analysis, and root cause analytics.
- • Raise the data practice, partnering with our Data Engineering team to establish the SQL, modeling, and analytics engineering standards Strategic Operations scales on.
🎯 Requirements
- • 5+ years in data analysis or analytics engineering at a B2B SaaS or fintech company, ideally one with a human-in-the-loop service delivery operation.
- • Expert-level SQL and hands-on experience with dbt (data build tool), or equivalent, in a modern warehouse, BigQuery and Metabase strongly preferred.
- • A track record of leading a data cleanup or warehouse re-architecture.
- • Strong data quality instincts: testing frameworks, lineage, documentation, and git-based workflows.
- • Proven ability to take ambiguous operational questions and turn them into structured, measurable analyses that change decisions.
- • Exceptional communication and stakeholder management skills.
🏖️ Benefits
- • Remote-Friendly Environment: Flexibility to work from home while staying connected to the team.
- • Health & Wellness: $200 quarterly reimbursement to support your well-being.
- • Fresh Lunch: Provided on in-office days for those in a hybrid schedule.
- • Commuter Support: $150 monthly reimbursement for transit expenses for those in a hybrid schedule.
- • Time Off: Flexible PTO plus 14 company holidays.
- • Comprehensive Coverage: 100% medical, dental, and vision for employees; 75% coverage for dependents.
Skills & Technologies
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About Collective Technologies, Inc.
Cloud-based back-office platform that provides tax, accounting, bookkeeping, payroll and business formation services for self-employed individuals and small businesses in the United States. It combines software automation with human advisors to deliver bookkeeping, quarterly tax filings, annual returns, S-corp election, compliance monitoring and invoicing in one subscription. Accountants, tax preparers and payroll specialists review financials in real time, while dashboards offer insights on cash flow, deductions and tax savings. The company targets freelancers, consultants, creators and single-member LLCs seeking enterprise-grade financial operations without hiring internal staff.
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