Finance AI Engineer - Frontline Solutions

Flint Hills Resources; Plano, Wichita (TX, KS); On-site; USD 120,000 - 190,000; Full time

Job summary

Koch Capabilities Finance is seeking a Forward Deployed Engineer to partner with finance leaders and IT to accelerate AI-enabled solutions from problem discovery to deployed outcomes. You will design, code, test, and deploy cross-functional solutions using real data, with emphasis on speed, security, and maintainability.

You will work with finance teams to identify opportunities, establish success metrics, and iteratively improve adoption and impact across planning, accounting, and reporting

Qualifications

• Experience translating ambiguous business problems into software, automation, data, or AI-enabled solutions.
• Experience working directly with business stakeholders and end users to discover requirements and validate outcomes.
• Experience integrating applications with APIs, databases, enterprise systems, or cloud services.
• Experience applying engineering practices such as testing, security, observability, documentation, and maintainability, including critically reviewing AI-generated code and outputs.
• Experience building solutions for finance, accounting, or other control-sensitive environments.
• Experience with financial processes such as planning, reporting, controls, procure-to-pay, order-to-cash, or audit.

Responsibilities

• Work alongside finance teams to understand their decisions, data, controls, exceptions, and desired business outcomes.
• Identify root causes and determine how AI, automation, analytics, data, or software can improve end-to-end workflows.
• Design, code, integrate, test, and deploy working solutions using real workflows and data while balancing speed, security, reliability, and maintainability.
• Establish success measures, observe how solutions are used, gather evidence, and iterate based on adoption, quality, productivity, risk reduction, capacity creation, and decision impact.
• Build documentation, tests, monitoring, reusable components, and technical guardrails; partner with finance/tech leaders on long-term paths.

Skills

Finance solutions

Finance processes

Data pipelines

Generative AI design

Reusable patterns

Education

CS/Software Eng / Data Science degree

Tools

APIs integration

Databases & Cloud

Security & Observability tooling

Job description

Koch Capabilities Finance is seeking a Forward Deployed Engineer to partner with finance leaders and IT to accelerate AI-enabled solutions from problem discovery to deployed outcomes. You will design, code, test, and deploy cross-functional solutions using real data, with emphasis on speed, security, and maintainability.

You will work with finance teams to identify opportunities, establish success metrics, and iteratively improve adoption and impact across planning, accounting, and reporting