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The expert C++ programming technique you need to know for a HFT interview

Want a job in HFT? You'll need to be very good at C++. In job interviews, you'll be asked to demonstrate your proficiency with the programming language. Engineers on forum website Blind have highlighted one difficult technique in particular. 

Lock free code, essentially programming multiple threads using the same memory without allowing them to block each other, appears a common trend in HFT interviews. One engineer at Headlands Technology "was asked to implement a lock-free SPSC queue in C++" during the interview.

You can also expect to need those lock free skills on the job. An engineer for Millennium owned fund WorldQuant says lock free code, which can show up in interview questions, is "another tool in the toolbox" for their team. Note that they also say interview questions are "certainly team dependent."

Getting lock free code wrong can be very costly. Matthieu Monrocq, an ex IMC engineer now at crypto market maker Darley Technologies, says a "lock-free algorithm, badly implemented, or badly used, can lead to terrible performance." He says, "it's experts territory, and even experts regularly get it wrong." You can find an introduction to lock free programming from Jeff Preshing, a former technical architect for Ubisoft, here. 

There's more to the interviews than just lock free code, however. One engineer from the Chicago Trading Company says most firms will "mostly focus on STL utlility," as well as "deep dive questions on templates," and "areas of modern C++." They differ in regard to "the depth you get into and, for some places, how idiomatic you are with C++."

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Photo by FlyD on Unsplash

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AUTHORAlex McMurray Reporter
  • He
    Henrique Bucher
    15 June 2024

    SPSC queues are so 2000s. They are meant for hardware DMA and are bounded by size, which means that they will eventually blow up in production. There are much better lock free alternatives.

  • El
    Elek987
    15 April 2024

    for this, I would highly recommend the book C++ High Performance for Financial Systems by Ariel Silahian

    all you need to know on C++, HFT and trading systems.

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