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Quantitative Trader cover letter template

A structured letter with example content specific to this role. Replace the bracketed placeholders and adjust the details to the job you're actually applying for.

Quantitative Trader cover letter template preview: an Australian example letter with an opening, evidence paragraphs and a closing sign-off filled in

How to structure it

Opening

Name the role and, in one line, the strongest reason you're a fit. Skip the throat-clearing.

Middle

One or two paragraphs of real, specific evidence: what you did, and the result. This is where most letters go generic. Yours shouldn't.

Why this employer

One genuine, specific reason you want this job at this company, not any company. Vague enthusiasm reads as a template that wasn't customised.

Close

Thank them, note your resume is attached, and make it easy to reach you.

Re: Application for Quantitative Trader

I am applying for the Quantitative Trader role at [Company Name]. My background sits exactly where this position does, in the space between statistical research and a live trading book, and I am comfortable owning the profit and loss that comes with putting a model into production rather than leaving it in a notebook.

In my current role I built and backtested a mid frequency mean reversion strategy on Australian equities using Python and order book history. The early version looked strong in sample and fell apart once I applied realistic spreads and borrow costs, so I rebuilt the signal around a liquidity filter and a volatility regime overlay. That version ran live with a hard daily stop and a drawdown limit agreed with risk, and the discipline of killing underperforming signals early is the part of the work I have learned to value most. I also spent time with the developers moving the execution logic into C++, which taught me more about slippage than any backtest ever did.

What draws me to [Company Name] specifically is [add one genuine, specific reason: a project, value, or market position you can point to]. I want to trade on a desk where the research and the execution sit close together, and where the risk framework is treated as part of the strategy rather than an afterthought bolted on by compliance.

Thank you for considering my application. My resume is attached and sets out my modelling, programming and risk experience in more detail, and I would welcome the chance to talk through any of the strategies I have worked on.

Getting it right

This is a starting point, not a guarantee of interviews. Make it specific to the actual employer before you send it.