Helsing

Finance Data Engineer

Helsing
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6 months ago
Munich, GermanySenior

Responsibilities

  • Own the roadmap and implementation of AI agents that automate finance workflows from prompt design through production deployment.
  • Design and maintain automated data pipelines connecting SAP, Abacum, and Citi.
  • Build AI-driven validation layers and self-healing workflows that detect, correct, and escalate pipeline errors.
  • Define and maintain data classification, model-routing, and sovereignty controls for Finance AI workloads.
  • Monitor pipelines with observability tooling such as LangSmith.
  • Partner with the ICS Lead and Legal to ensure workflows are auditable, traceable, and compliant with government contract requirements.

Requirements

  • Production experience building and maintaining data pipelines in finance, scale-up, defence, or regulated environments.
  • Hands-on SAP experience with FI/CO data extraction, BAPIs, and OData services.
  • Production-quality Python using pandas, requests, and FastAPI, plus advanced SQL including CTEs, window functions, and complex queries.
  • Experience integrating REST and SOAP APIs with Azure Data Factory, dbt, or Airflow.
  • Production experience designing and deploying AI agents using frameworks such as LangChain, CrewAI, or AutoGen.
  • Understanding of double-entry bookkeeping, intercompany eliminations, and treasury reconciliation.
  • Awareness of data sovereignty and export-control frameworks including ITAR and EAR.
  • Ability to communicate technical work across Finance, Engineering, Legal, and external auditors.
  • Experience with Abacum or an equivalent FP&A tool is preferred.
  • Familiarity with on-premise or air-gapped LLM deployment for classified data environments is preferred.
  • Business-level German is preferred.

Benefits

  • Competitive salary and VSOP options are offered.
  • Relocation support includes up to €2,500 and four weeks of temporary accommodation.
  • Annual learning allowance of €500/£450.
  • Gym membership and mental health support through Nilo.health.
  • Company events and monthly social allowances.
  • Enhanced parental leave provides 22 weeks fully paid for primary caregivers and six weeks for secondary caregivers.
  • Five days of paid family emergency leave, a 100% remote work option during pregnancy, and a phased return to work are provided.
  • Additional benefits may vary by location.

Tech Stack

Apache AirflowdbtFastAPIPandasPythonSOAPSQL

Categories

AI ApplicationsData Engineering
Helsing

About Helsing

1,001-5,000 employees

Helsing was founded to provide Artificial Intelligence to protect our democracies. Helsing works with partners in governments and across industry. Together, we develop systems that leverage AI and autonomy to provide autonomous mass that is sovereign, scalable and affordable. We’re looking for people with their heart in the right place, who share our conviction that liberal democratic values are worth protecting, for ourselves and for future generations.

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