KnowQuant

Candidate tools

Check a live advert against your own experience

Paste the job description you are looking at and a summary of what you have done. You get a candid read on the match, the gaps that will show at screening, and a preparation plan built around them. Research and trading seats, and the engineering, data, infrastructure and security seats these firms hire for.

What you get back

One written read

A verdict with a fit rating, matched requirements, honest gaps, the rounds this type of seat usually runs, a two week plan and five questions to put to the employer.

Paste the advert in full, including the requirements list.

Roles, systems you have built or traded, languages, scale, education. Paste your CV text if that is easier.

Nothing you paste is stored, sent to an employer or attached to your account.

Opportunities

The live index

Every advertised role at the firms under coverage, filterable by function.

Prepare

Interview lab

How the rounds are structured at the firms we cover.

Compensation

Benchmark the pay

The modelled band for the role, market and level, with the method shown.

Methodology

Figures are expressed as annual total compensation (base salary plus expected performance bonus) in the reference market's local currency, converted from a US dollar base. They describe typical market ranges rather than any individual offer, and exclude sign-on payments, deferred equity and carried interest. Portfolio-manager figures reflect formulaic profit-share arrangements and are therefore far more dispersed than any other role.

KnowQuantIndex 2026.1 · Updated September 2026

Modelled bands describe the market, not an individual offer. Where an employer states pay, the stated figure is used and labelled as such.