Teams at Niche

Lead the architecture and development of enterprise analytics models, dbt transformation pipelines, semantic layers, and BI datasets. Apply dimensional modeling, data governance, quality testing, observability, and performance optimization to deliver trusted business data. Partner with executives and cross-functional teams, standardize metrics, improve legacy workflows, support AI/ML integrations, and mentor engineers. Own key domain models and contribute to the analytics platform roadmap as a technical leader.

Senior product analytics individual contributor embedded with product teams. Owns product measurement, metrics, funnels, experimentation, behavioral analysis, dashboards, tracking quality, and causal analysis. Partners with Product, Design, UX Research, and Data Engineering to influence roadmaps and decisions. Uses Claude and Claude Code to analyze data, automate workflows, build Streamlit tools, maintain semantic definitions, and support self-service analytics. Requires strong SQL, statistics, experimentation, dashboarding, and cross-functional communication skills.

Owns B2B pipeline and B2C growth analytics, including attribution, acquisition, registration funnels, organic search, forecasting, dashboards, experimentation, and marketing measurement. Partners with marketing, sales, product, data engineering, and leadership to define metrics, improve tracking, deliver actionable insights, and support data-driven decisions. The role also contributes to dbt models, semantic-layer development, analytical quality standards, and mentoring.