At Commure, we're building the AI Operating System for healthcare, the foundation that defines how care is delivered, documented, and financed. Our platform spans the full care journey: Ambient AI and Dictation eliminating documentation burden at the point of care, intelligent Agents automating patient and revenue workflows, and autonomous RCM processing billions in claims, all on a single AI-native platform integrated with 60+ EHRs.
Healthcare carries a $1 trillion administrative burden and we're at the center of transforming it. Today, 500,000+ clinicians across 500+ healthcare organizations nationwide trust Commure to handle $25B+ in annual claims and support over 200 million patient interactions. Our latest $70M raise at a $7B valuation reflects the confidence the market has placed in this mission. We've also been named to the Fortune Future 50 list and the 2026 AI Breakthrough Awards for “Overall NLP Company of the Year.”
Our team works directly alongside clinicians, not through layers of process, which means the gap between what you build and its impact on patient care is immediate. We move fast, deploy daily, and take full ownership from early thinking to production. If you're energized by hard problems, high stakes, and a team that holds itself to a high bar, you'll find your people here.
The future of healthcare is being built right now. Come deliver this transformation.
About the Role
We're hiring a Staff Software Engineer to own the accounts and ledgering spine of our RCM platform. This is the path from "insurance paid us" to "the books balance, the patient knows what they owe, and leadership can trust the numbers."
The team is designing and building the next generation of our account and ledgering system. We're moving toward an event-oriented financial model where every charge, payment, adjustment, and refund is immutable. Balances get derived from history rather than maintained by hand. Reporting should fall out of the design, not be stitched together afterward.
Your team owns the full money path:
The insurance ledger append-only entries recording payer payments, contractual adjustments, denials, and patient responsibility buckets per procedure, with reversal/refund chains for corrections
Posting and adjustment engines that turn remittances into ledger entries and automatically write off, rebucket, or transfer amounts to patient responsibility based on customer rules
Patient account ledgers tracking balance, payments, credits, and refunds that drive statements, the patient portal, and collections
Bank reconciliation — matching insurer checks to actual bank deposits (via bank APIs, BAI2 files, OCR'd deposit slips) so we only post against verified dollars
Reporting ledger and AR — procedure-level rollups, point-in-time views, AR aging, collections reports, plus drift detection when operational balances disagree with reports
An emerging unified event stream that will become the backbone of a cleaner, replayable ledger architecture
What You’ll Do
Design the next-generation account and ledger model, immutable events, derived balances, clear semantics around payer balance vs. patient balance vs. adjustments vs. cash, with invariants that make it structurally impossible to "print money"
Keep operational balances and financial reports in lockstep. Posting, adjustments, patient balances, rollups, and balance reports need to agree. When they don't, we need drift detection and self-healing
Reconcile three (or four) sources of truth: billed charges, payer remittances, bank deposits, and financial reports. Surface discrepancies before customers do
Scale idempotent, explainable posting and adjustment pipelines across high transaction volumes using negation/reversal semantics instead of mutable edits
Operate money-critical systems on very large Postgres tables, safe migrations, trigger-driven projections, backfills, observability, and incident response where "eventually consistent" isn't acceptable
Set the bar for observability and operational readiness (monitoring, logging, distributed tracing, dashboards, alerting, SLOs, and safe production rollouts) and make sure the team actually lives by it.
Work hand-in-hand with platform and product teams to keep sensitive customer data protected, tighten security boundaries, and stay on top of our regulatory and compliance obligations.
Own complex, cross-system initiatives end to end: architecture and design, implementation, migration, rollout, and everything that comes with running it in production.
Make pragmatic calls that weigh security, correctness, reliability, performance, and simplicity against how fast we need to ship.
Mentor Senior and Staff engineers, run architecture and design reviews, and push the technical bar higher through clear direction, strong engineering habits, and honest feedback.
Take real ownership in a fast-moving environment. Spot systemic risks early and fix the root cause instead of patching around it.
What You Have
8+ years building software, with a track record of Staff-level work, architecture ownership, mentoring, cross-team influence
Strong backend engineering (Python preferred) and deep experience with relational databases at scale: query performance, ACID transactions, safe migrations, data integrity
Real experience designing or operating financial systems, payments, billing, reconciliation, accounting, or ledgers. You get double-entry accounting, append-only ledgers, idempotency, reversals, and why balances need to be derived from immutable history
You've shipped production systems with observability, alerting, and incident response practices, especially for high-stakes workflows
Strong communication and collaboration skills. You can work with ops and customers when correctness matters
Bonus points if you have
Healthcare RCM, patient accounting, insurance remittance (835/ERA), AR aging, or practice-management billing
File-based integrations, bank reconciliation, event-sourced/CDC architectures, or high-throughput batch pipelines
Experience evolving a monolith toward clearer domain boundaries or event-oriented model
Please be aware that all official communication from us will come exclusively from email addresses ending in @commure.com. Any emails from other domains are not affiliated with our organization.
Employees will act in accordance with the organization’s information security policies, to include but not limited to protecting assets from unauthorized access, disclosure, modification, destruction or interference nor execute particular security processes or activities. Employees will report to the information security office any confirmed or potential events or other risks to the organization. Employees will be required to attest to these requirements upon hire and on an annual basis.