We’re building Reflow, a workforce and workflow intelligence platform that helps teams understand and improve how work gets done. The quality of our insights depends on how well we interpret signals for each client. It requires understanding of their goals, interpreting their data, and designing precise metrics so classifications stay consistent and meaningful.

We’re looking for a Forward Deployed Data Analyst to own this configuration work. Partner with clients to understand their goals and translate them into a clear implementation plan within Reflow.

Own setup, configuration, and implementation for new customers, and help them reach value quickly.

Ensure customers continue to get value after onboarding by refining configurations, metrics, and reporting.

Work closely with Product and Engineering to identify improvement opportunities and help shape the product roadmap.

Continuously improve implementation and analytics processes to reduce time to value.

Design, validate, and iterate on Reflow data models so metrics and reports remain accurate, useful, and meaningful.

Query and analyze anonymized, aggregated data to improve data design and identify gaps, conflicts, or inconsistencies.





Partner with Customer Success and Product to define how organizations and teams measure their work, then translate that into reliable business intelligence.

Strong SQL and database skills, and you use data to drive and validate configuration decisions.

Rigorous and detail-oriented, with a strong focus on correctness, edge cases, and avoiding conflicts or overlap in data.

Comfortable going deep when data models, metrics, or implementation logic become complex.

Experience in client-facing roles, ideally in implementation, analytics, solutions, or customer success.

Bonus points

Experience with business intelligence and turning raw, noisy data into clear and actionable metrics.

Familiarity with writing efficient regex-based queries for analytics workflows.

Experience configuring or implementing software for new customers or teams.

This role is a strong fit if you like turning real-world activity data into transparent, consistent structure that customers and product teams rely on.

We’re open to starting part-time

If you want to own configuration quality and make new teams successful from day one, you’ll fit right in.

We offer competitive pay based on the market and where you’re located. S. and international candidates.

📌 Data Analyst (part-time) (Toronto)
🏢 Talantir
📍 Toronto