Financial Risk Specialists
Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.
Passes the screen · 0 of 30 tasks
No task in this role passes the screen.
Does not pass
Analyze areas of potential risk to the assets, earning capacity, or success of organizations.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.3% of the role's time · $218M
Analyze new legislation to determine impact on risk exposure.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.3% of the role's time · $218M
Conduct statistical analyses to quantify risk, using statistical analysis software or econometric models.
reason given most often: no existing check settles it, and a failure is too expensive · 3.3% of the role's time · $218M · passed by Claude Sonnet · the models disagreed
Confer with traders to identify and communicate risks associated with specific trading strategies or positions.
reason given most often: no existing check settles it · 3.3% of the role's time · $218M
Consult financial literature to ensure use of the latest models or statistical techniques.
reason given most often: no existing check settles it · 3.3% of the role's time · $218M · waiting on a check
Contribute to development of risk management systems.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.3% of the role's time · $218M
Determine potential environmental impacts of new products or processes on long-term growth and profitability.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.3% of the role's time · $218M
Develop contingency plans to deal with emergencies.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.3% of the role's time · $218M
Develop or implement risk-assessment models or methodologies.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.3% of the role's time · $218M
Devise scenario analyses reflecting possible severe market events.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.3% of the role's time · $218M
Devise systems or processes to monitor validity of risk assessments.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.3% of the role's time · $218M
Document, and ensure communication of, key risks.
reason given most often: no existing check settles it · 3.3% of the role's time · $218M
Draw charts and graphs, using computer spreadsheets, to illustrate technical reports.
reason given most often: no existing check settles it · 3.3% of the role's time · $218M · passed by Claude Sonnet · the models disagreed · waiting on a check
Evaluate and compare the relative quality of various securities in a given industry.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.3% of the role's time · $218M
Evaluate the risks and benefits involved in implementing green building technologies.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.3% of the role's time · $218M
Evaluate the risks related to green investments, such as renewable energy company stocks.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.3% of the role's time · $218M
Gather risk-related data from internal or external resources.
reason given most often: no existing check settles it · 3.3% of the role's time · $218M · passed by Claude Sonnet · the models disagreed
Identify key risks and mitigating factors of potential investments, such as asset types and values, legal and ownership structures, professional reputations, customer bases, or industry segments.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.3% of the role's time · $218M
Inform financial decisions by analyzing financial information to forecast business, industry, or economic conditions.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.3% of the role's time · $218M
Interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.3% of the role's time · $218M
Maintain input or data quality of risk management systems.
reason given most often: a failure is too expensive · 3.3% of the role's time · $218M · passed by Claude Sonnet · the models disagreed
Meet with clients to answer queries on subjects such as risk exposure, market scenarios, or values-at-risk calculations.
reason given most often: no existing check settles it · 3.3% of the role's time · $218M
Monitor developments in the fields of industrial technology, business, finance, and economic theory.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.3% of the role's time · $218M
Prepare plans of action for investment, using financial analyses.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.3% of the role's time · $218M
Produce reports or presentations that outline findings, explain risk positions, or recommend changes.
reason given most often: no existing check settles it · 3.3% of the role's time · $218M · waiting on a check
Provide statistical modeling advice to other departments.
reason given most often: no existing check settles it · 3.3% of the role's time · $218M · waiting on a check
Recommend investments and investment timing to companies, investment firm staff, or the public.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.3% of the role's time · $218M
Recommend ways to control or reduce risk.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.3% of the role's time · $218M
Review or draft risk disclosures for offer documents.
reason given most often: no existing check settles it, and a failure is too expensive · 3.3% of the role's time · $218M
Track, measure, or report on aspects of market risk for traded issues.
reason given most often: a failure is too expensive · 3.3% of the role's time · $218M · passed by Claude Sonnet · the models disagreed
Where this role works
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Credit Intermediation and Related Activities (5221 and 5223 only) | 14,510 | $1.7B | $0 | $0 |
| Securities, Commodity Contracts, and Other Financial Investments and Related Activities | 8320 | $1.2B | $0 | $0 |
| Management of Companies and Enterprises | 6030 | $747M | $0 | $0 |
| Nondepository Credit Intermediation | 4090 | $483M | $0 | $0 |
| Agencies, Brokerages, and Other Insurance Related Activities | 3650 | $403M | $0 | $0 |
| Insurance Carriers | 3240 | $353M | $0 | $0 |
| Accounting, Tax Preparation, Bookkeeping, and Payroll Services | 2640 | $319M | $0 | $0 |
| Management, Scientific, and Technical Consulting Services | 1560 | $192M | $0 | $0 |
| Computer Systems Design and Related Services | 1380 | $181M | $0 | $0 |
| Monetary Authorities-Central Bank | 880 | $152M | $0 | $0 |