Senior Product Data Analyst

Remote · Senior

We’re hiring a Senior Product Data Analyst to own how customers and our own teams see product performance. You will work both on our pre-service products (visit cost estimates, eligibility and benefits, patient support voice agent) and post-service (patient billing, revenue cycle metrics). You’ll own the dashboards for these products, provide visibility into our product performance, and use the data to find product gaps.

You’ll build customer-facing metrics yourself, mostly with AI tools like Claude Code. This is a product role more than an infrastructure one: we want your time going into how each product behaves and what customers run into, not into maintaining pipelines.

We are a hybrid company, partly based in Santa Monica, USA and partly remote, spread out around the United States & Europe.

Key responsibilities

In this role you will

• Own the dashboards that product and customer teams work from, across most of our products.
• Turn complaints and open questions into defined metrics, and track them over time.
• Catch product issues in the data before they become escalations.
• Work with the founder, product managers, engineers, and customer success to decide what to measure, and explain why a number moved.

Required qualifications

Must-haves

• At least 4 years in data or product analytics.
• Strong SQL and Python.
• A product mindset: you start from what the customer experiences, not from what’s in the tables.
• Fluency with AI-assisted development — we build dashboards and analyses with agentic coding tools (Claude Code and similar) as part of the day-to-day.
• Healthy skepticism about numbers: you validate before you trust.
• Exceptional written and oral communication skills.

Nice-to-haves

• Startup experience.
• Experience building dashboards people actually use (Metabase, Looker, or similar).
• Healthcare experience: eligibility and benefits, patient billing, revenue cycle.
• Comfort reading application code to see where a number comes from.

Collectly is an AI-powered technology company transforming how healthcare organizations manage the patient financial experience—from digital intake and pre-visit financial engagement to final payment.