Chief of staff

A chief of staff in a finance team usually runs planning, reporting and cross team coordination so leaders can decide faster. A strong candidate brings financial fluency, clear writing and the habit of turning messy information into decisions. At a company building training environments from real company data, comfort with technical products and data heavy work helps.

How it fits the AI era

AI takes over routine reporting, drafting and data pulls, so the role shifts toward judgment, prioritization and keeping people aligned. The human core stays in framing tradeoffs, building trust across teams and making calls when numbers are ambiguous. Someone in this seat should expect to design how AI tools fit finance workflows, not just use them.

How it builds AI experience

This role offers hands on practice judging AI outputs against real financial data and shaping how agents are evaluated on expert tasks. Building that experience means learning to write clear task specs, check model results against source records and document where automation fails. Familiarity with reinforcement learning concepts helps but is not required to start.

Worth showing

• Financial planning and analysis
• Cross team coordination
• AI tool fluency

This is our own read, written from the employer's posting and the company's Spotlight. The employer's posting is the source of truth for the role.

About Ooak Data

Ooak Data builds reinforcement learning environments from real company data so AI agents can be trained and evaluated on expert-level tasks, per the company.