What it pays
Government survey numbers — not estimates, not ads.
The work, task by task
These are the real jobs-to-be-done, not a wish list. Each task shows where we found it, and the prompt underneath is written for that exact task.
Prepare financial analysis reports
+Prepare a financial analysis report comparing last three months experiment spend versus revenue impact,…
Prepare financial analysis reports
+Assess the viability of financial actions or entities
+Assess the viability of launching the new premium test cohort by modelling cash flows, break‑even timing, and…
Assess the viability of financial actions or entities
+Gather and analyze financial information
+Gather last 12 months of revenue, costs, and experiment metadata, clean and reconcile them, then run variance…
Gather and analyze financial information
+Analyze investment projects
+Analyse the proposed investment project by calculating NPV, IRR, payback period and sensitivity to revenue…
Analyze investment projects
+Develop financial models and forecasts
+Build a three‑year financial forecast from the Q1 trial results, include revenue assumptions by cohort,…
Develop financial models and forecasts
+Develop and operate financial analysis tools
+Create and deploy a set of reusable financial analysis templates that pull trial and spend inputs, calculate…
Develop and operate financial analysis tools
+Handle all the matters in reference to the finance and investments of a company
+Prepare a complete financial review for the board covering cash flow, P&L variances, capex forecast, and…
Handle all the matters in reference to the finance and investments of a company
+Maintain transparent financial operations for taxation and auditing bodies
+Assemble a transparent audit packet with reconciled ledgers, tax schedules, supporting invoices, and a clear…
Maintain transparent financial operations for taxation and auditing bodies
+Perform securities valuation or pricing.
+Value the proposed security issuance for the July fund close: run discounted cash flow and comparable-trades…
Perform securities valuation or pricing.
+Develop and maintain client relationships.
+Reach out to three key clients — Anna Morales, Raj Singh, and Blake Turner — summarise recent test results,…
Develop and maintain client relationships.
+Draw charts and graphs, using computer spreadsheets, to illustrate technical reports.
+Create charts for the Q2 technical report: plot conversion lift with 95% confidence intervals, show cohort…
Draw charts and graphs, using computer spreadsheets, to illustrate technical reports.
+Prepare all materials for transactions or execution of deals.
+Assemble the deal packet for the Tuesday execution: clean data extracts, compile valuation schedules, attach…
Prepare all materials for transactions or execution of deals.
+Supervise, train, or mentor junior team members.
+Run a two-hour training for junior analysts on our experiment valuation playbook: cover model inputs, common…
Supervise, train, or mentor junior team members.
+Make investment recommendations
+Draft concise investment recommendations for the committee: list top three ideas with target allocation,…
Make investment recommendations
+Advise clients or organizations on financial decisions
+Draft a concise financial recommendation for Priya Shah at Horizon Ventures explaining projected cash flows,…
Advise clients or organizations on financial decisions
+Collaborate with portfolio managers and analysts
+Pull latest fund-level performance and experiment results, compare allocation scenarios with Amy Chen and…
Collaborate with portfolio managers and analysts
+Monitor financial markets and asset performance
+Monitor overnight market moves and intraday asset performance, flag any positions breaching stop-loss or…
Monitor financial markets and asset performance
+Purchase investments for companies in accordance with company policy.
+Execute approved purchases for the corporate treasury: buy the listed fixed-income tranches up to the policy…
Purchase investments for companies in accordance with company policy.
+Confer with clients to restructure debt, refinance debt, or raise new debt.
+Call the client team to map current debt terms, model refinance and restructuring options with new rates and…
Confer with clients to restructure debt, refinance debt, or raise new debt.
+Create client presentations of plan details.
+Prepare a 10-slide investor presentation for CEO review summarising the financial plan, key metrics, scenario…
Create client presentations of plan details.
+Follow-up on financing records with backers
+Call each backer from the March seed round and confirm receipt of the latest financing records, ask for any…
Follow-up on financing records with backers
+Present findings to stakeholders
+Prepare a concise deck of experiment results showing revenue lift, confidence intervals, and suggested next…
Present findings to stakeholders
+Meet with company management and key players
+Book a meeting with the CEO, head of product and head of growth to review the latest experiment outcomes,…
Meet with company management and key players
+Evaluate the stability of financial investments
+Run a stability check on our top five investment lines using three-year returns, volatility, drawdown and…
Evaluate the stability of financial investments
+Research market trends and economic data
+Gather the latest macro indicators and sector performance for the past two quarters, synthesise key trend…
Research market trends and economic data
+Compare financial products and services
+Create a comparison matrix of current financial products showing fees, expected yield, liquidity and…
Compare financial products and services
+Says who?
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Activities this job lives in
The human activities behind the tasks — each with its honest AI ceiling.
The logs, files & records this job keeps
Shared with other careers — the same record means something different in each.
Related careers
Same family of work — each with its own tasks and prompts.
The rest of the map
Same library, five ways in.
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