J

Senior Business Analytics Engineer (Revenue & AI-Assisted Reporting)

Remote
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Lead the transformation of revenue data pipelines at Juniper Square, owning dbt models and semantic layer definitions for ARR metrics. Bridge business stakeholders and data engineering teams to build AI-ready reporting and ensure financial accuracy across Sales, Finance, and Fund Admin. Drive a company-wide rebuild of quote-to-revenue workflows with governance and controls for SOX/SOC compliance.

Key Highlights
Own end-to-end revenue data modeling (quote-to-recognized revenue) using dbt and semantic layer tools
Build AI-assisted reporting layer for consistent, trustworthy answers across tools like Claude
Translate business requirements into technical specifications for data engineering teams
Key Responsibilities
Design and maintain dbt models for revenue and customer data sourced from CRM, CPQ, billing, and ERP systems
Define and govern certified metrics (ARR, CARR) with semantic layer definitions for both human and AI consumption
Translate business requirements from Sales, Finance, and Fund Admin into technical specifications for data engineering
Build an AI-assisted reporting layer enabling self-serve dashboards and consistent metric querying via tools like Claude
Reconcile revenue metrics with NetSuite and Finance close processes to ensure SOX/SOC compliance
Apply access controls, data classification, and change management for financial and customer data
Stand up measurement for Lead-to-Cash program with monthly progress tracking
Technical Skills Required
dbt (data build tool) SQL (window functions, CTEs, performance tuning) Recurring revenue metrics (ARR, CARR, bookings, churn)
Benefits & Perks
Health, dental, and vision care for you and your family
Flex Time Off in addition to company-paid holidays
Annual professional development stipend
Nice to Have
Python for data transformation or automation
Experience with BI tools (Looker, Tableau, Power BI, Sigma)
Exposure to fund administration or private markets
Governance instincts for financial data controls

Job Description

Private markets are one of the largest, most complex, and most underserved corners of global finance. Our mission at Juniper Square is to unlock their full potential. We’re the Operations Partner trusted by 2,300+ GPs, unifying technology, data, and fund administration services into a single platform that helps GPs move faster, make better decisions, and scale with precision. With $300B+ under administration and 700,000+ LPs on platform, we’ve built the scale to match our ambition. And with JunieAI, our purpose-built AI platform, we’re reimagining how private markets operate, embedding intelligence across every workflow. Founder-led since 2014, backed by $350M+ in funding, and now 1,000+ employees strong, we’re building a company designed to shape the future of private markets for decades to come.
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