Customer Data Engineer

About Miracle

At Miracle, our mission is to improve healthcare using technology, and we do this by accelerating clinical trials to bring new therapeutics to patients faster. We empower clinical-stage biopharmaceutical companies by unifying disparate trial systems and delivering real-time, automated insights that optimize clinical trials. Already profitable and rapidly scaling, Miracle is the “control room” for clinical trials, saving time in drug development towards FDA approvals and improving patient outcomes.

Check out our featured story by AWS: Clinical Trials Get the Miracle Treatment

About the Role

As a Customer Data Engineer, you’ll sit at the intersection of data engineering, analytics, and customer delivery.

You’ll work directly with biotech customers to answer urgent questions, build dashboards and analyses, and translate messy clinical trial data into decisions teams can act on immediately. You’ll partner closely with our product and engineering teams, but you’ll own customer-facing delivery end-to-end.

This is not an internal analytics role and not a ticket factory. You’ll be expected to think, prioritize, and execute independently.

If you’re someone who likes being close to users, thrives in ambiguity, and takes pride in shipping work that directly impacts customers, this role will feel energizing.

What You’re Looking For

• An opportunity to work directly with users and seeing the impact of your work quickly
• A role that combines technical depth with customer-facing clarity and initiative
• A fast-growing team that values speed, clarity, and user-focused execution over heavy process
• Meaningful ownership where you’re empowered to figure out what needs to be done, not just what’s asked
• A chance to help build scalable, repeatable solutions, not one-off analyses

What You’ll Do

• Own customer-facing analytics and data requests end-to-end, from intake and clarification through delivery and follow-up
• Translate clinical trial questions into robust data workflows, dashboards, and data models
• Build and maintain reusable, production-grade dashboards used directly by customers
• Work closely with customers in meetings to understand study goals, priorities, and constraints
• Identify patterns across customer requests and help map them to scalable, repeatable solutions
• Work closely with the CEO, product, and engineering to improve data workflows, tooling, and product direction
• Help templatize and scale customer analytics to support data integration and interoperability across clinical trials

What You’ll Need to Succeed:

• Fluency in SQL and Python: You can wrangle messy data and build dashboards that actually drive decisions
• Customer-facing comfort: You’ve worked with stakeholders and/or customers, and know how to ask the right questions to clarify needs
• Comfortable owning deliverables independently without detailed instructions
• You’re proactive, organized, and don’t need hand-holding. You’re accountable, ask smart questions, and ship fast
• Experience working in clinical trials, life sciences, or regulated data environments is a plus, but not required

Our Culture

At Miracle, we believe in smart, sustainable work over burnout. We rapidly iterate on our products, remain laser-focused on user needs, and have fun as we build with purpose.

We work together in our San Francisco office at least 3 days a week (Monday, Tuesday, and Thursday).

Our culture is built on a few key principles:

• No Judgment: We encourage questions and open dialogue to foster innovation.
• Open Communication & Transparency: We share ideas and progress openly, ensuring that we make better decisions together.
• Have Fun: We strive to make work feel like a collaborative, high-impact environment rather than a dull grind. Whether it’s bowling night, wine tastings at Napa, or cheering on the Warriors or Giants together, we make time to celebrate and bond as a team.