Causa Prima · Munich
Skills: TypeScript, Python, SQL
Staff Engineer ==============
You'll be the most senior engineer on the agents that run finance operations for our customers — designing, building, and operating the autonomous agents that handle accounts payable and receivable end-to-end. From invoice validation and dispute resolution to cross-company negotiation and cash optimization.
This is an individual-contributor role at the top of our ladder: no direct reports, full technical authority over the architecture the rest of the team builds on.
What you'll do --------------
Agent architecture — Design the multi-agent system: agent boundaries, event contracts, orchestration patterns, and the separation between LLM reasoning and deterministic enforcement. LLMs inform; rules enforce. You own where that line sits for every action that moves money, and the authorization gateway that makes it non-negotiable. Agentic dispute resolution — An agent that reads the claim, gathers the evidence from the PO, contract, and delivery record, forms a position, and works it to settlement — negotiating with the counterparty where that's appropriate, escalating to a human where it isn't. Deductions and short pays classified, tied to the underlying claim, and driven to resolution rather than parked in an aging bucket. Agentic dynamic discounting — Agents that continuously price early payment against the cash position on both sides of the transaction, propose terms, and execute them. Static payment terms become a negotiation that runs on its own. Matching and reconciliation — Three-way matching across purchase order, goods receipt, and invoice with configurable tolerances; cash application against bank statements and remittance advices, including partial payments and residuals; the exception paths that follow when any of it fails. Unglamorous but important: The foundation everything agentic sits on. Validation & anomaly detection — Business rule checks, duplicate and near-duplicate detection, pricing discrepancy detection, and anomaly …trun…
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