Analyst – Risk & Analytics

Your Job

Koch Ag & Energy Solutions (KAES) is seeking a highly motivated Analyst to join our integrated team.

This role combines traditional risk analysis with data, technology, and automation capabilities to enhance how credit risk is evaluated and managed.

The Analyst will support our global commodity trading and production businesses by working closely with risk and commercial teams to understand, communicate, and optimize credit risks.

In addition to core credit responsibilities, this role will play a key part in improving credit processes through data-driven insights and technology solutions.

Our Team

Our Credit team is an experienced group of risk professionals across the US, Europe, and Asia.

We partner with commercial teams globally to support business growth while optimizing risk.

As part of KAES, this role has the opportunity to leverage and help deploy emerging technologies to enhance decision-making and operational efficiency.

What You Will Do

Core Credit Responsibilities


* Develop a strong understanding of counterparties' credit risk profiles


* Identify and communicate key credit risk drivers


* Partner with commercial and risk teams to evaluate reward relative to risk consistent with Koch's Risk Philosophy


* Recommend and approve credit limits


* Manage counterparty exposures and credit mitigation tools


* Perform AML / KYC analysis and support compliance processes

Data, Technology & Process Responsibilities


* Leverage data, automation, and emerging technologies to improve credit processes and decision-making


* Build and enhance reporting, dashboards, and analytical tools to support credit insights


* Utilize analytics tools and concepts (e.g., Power BI, Fabric, Alteryx, data warehouses, data lakes) to analyze and visualize credit risk data


* Identify and implement opportunities to streamline manual processes through automation


* Apply emerging tools (including generative AI) to improve research efficiency and insight generation

Success in this role requires strong curiosity, a proactive approach to improving processes, and the ability to translate data into actionable business insights.

The ideal candidate brings an entrepreneurial mindset along with strong communication and critical thinking skills.

Who You Are (Basic Qualifications)


* Experience analyzing corporate financial statements (professional or academic setting)


* Bachelor's degree in Finance, MIS, Business Analytics, CIS, CS, Accounting, Economics, or related field


* Experience working with or supporting data analytics tools or solutions in a professional or academic setting (for example: Excel, Quickbooks, Power BI, etc.)

What Will Put You Ahead

Credit & Business


* Credit analysis experience at a commodity trading firm, marketer, producer, or bank

Data & Technology


* Experience with data visualization, analytics tools, or generative/agentic AI (Power BI, Tableau, Alteryx, Copilot...