Hedge fund operations and fund accounting: the careers and the pay
KnowQuant research desk · Published 8 October 2026 · 1 min read
What do trading operations and fund accounting roles at hedge funds involve?
Trading operations staff make sure every trade is booked, confirmed, settled and reconciled, and fix breaks before they become losses. Fund accountants calculate the fund's value, track fees and expenses, and work with administrators and auditors. Both roles reward accuracy and process ownership, and both are entry points into a trading firm without a quantitative degree.
What this piece establishes
- Short answer. Operations and accounting keep a fund honest and running.
- Trading operations. Trade booking, confirmation and settlement.
- Fund accounting. Net asset value calculation and oversight of the fund administrator.
- How these careers progress. Operations analysts move towards operations management, trading support, risk or engineering if they automate well.
Short answer
Operations and accounting keep a fund honest and running. Semrush estimates about 210 monthly US searches for "fund accountant salary", 50 for "trading operations analyst" and 40 for "hedge fund operations jobs" (October 2026), all rated low difficulty. These seats are less visible than trading, and far more numerous than most candidates assume.
Trading operations
- Trade booking, confirmation and settlement.
- Daily reconciliation against brokers and custodians.
- Resolving breaks and corporate actions.
- Increasingly, automating all of the above in Python and SQL.
Fund accounting
- Net asset value calculation and oversight of the fund administrator.
- Fee, expense and P&L attribution.
- Audit support and investor reporting.
Skills that get people hired
| Skill | Why it matters |
|---|---|
| Accuracy and ownership | A missed break is a real loss |
| Excel, SQL, Python | Firms are automating manual checks |
| Product knowledge | Futures, options and swaps behave differently at settlement |
| Accounting qualification | CPA or equivalent helps in fund accounting |
How these careers progress
Operations analysts move towards operations management, trading support, risk or engineering if they automate well. Fund accountants move into controller, CFO-track or investor relations seats.
Where to go next
- Trading operations pay and finance and accounting pay, modelled
- Risk manager pay and compliance pay
- Live trading operations roles
Key takeaways
- Operations and accounting are real routes into a trading firm without a quant degree.
- Automation skills are what separate strong operations candidates.
- Pay figures on KnowQuant are modelled estimates, not verified offers.
Take this further
Continue in the research index, or look at the employers and pay behind the argument.
Live opportunities
Act on this: live roles it covers
Open vacancies we track at quant firms, grouped by role and city. Adverts are anonymised.
Hiring for these roles? Brief the desk on a hire or check your fit for a role.
Research desk
Speak to a quant market specialist
Ask what a firm really pays, how a desk hires, or where your profile sits. One reply from the research desk, in confidence, no obligation.
Related research
- How to become a quant: the route people actually take
The degrees, skills and first jobs that lead into quant research, quant trading and quant development, with what our live vacancy data says employers actually ask for.
- Quant developer vs quant researcher: which seat suits you
The day-to-day difference between the two most-confused quant seats, how they are interviewed, how they are paid, and how people move between them.
- Do you need a PhD to be a quant?
Where a doctorate is genuinely required, where it is a soft preference, and what substitutes for it when you do not have one.