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Ask HN: What does experience of data structures and algorithms mean?

1 pointsby theginger11 months ago
I was looking at a job posting for an SRE at a well known search engine and cloud provider and one of the prerequisites was.<p>2 years of experience with data structures&#x2F;algorithms and software development in one or more programming languages.<p>I am in devops so I don&#x27;t do any real heavy coding, I&#x27;ve certainly never worked on my own data structures or algorithms, but to be honest I don&#x27;t think many of the devs I work with have either. The data structures in my company code base are pretty core code that only a handful of devs have touched and in general very little time is ever spent on them I doubt it adds up to 2 years collectively, and algorithms would be even more niche. I don&#x27;t really get the requirement, to me it&#x27;s the sort of thing you need for research grade computer science, not sre or even really most software engineering. If they mean experience of using them rather than building &#x2F; designing then it seems hard to do any kind of meaningful amount of coding without touching them so the whole statement seems kind of redundant.<p>Does anyone know what this is actually meant to mean?

2 comments

nikonyrh11 months ago
I suppose all SW engineers have experience with data structures, when you are choosing whether to store the data into a dictionary, array or linked list. It is a bit more stretch to ask whether you&#x27;ve implemented a database before or not. On a more advanced level you&#x27;d dive into topics such as copy-on-write and software transactional memory (hobby-wise I come from Clojure background).<p>As an example, do you know how git works?<p>Edit: Oh an other great example of data structures is torrent files (and magnet links). Hint: <a href="https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Merkle_tree" rel="nofollow">https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Merkle_tree</a>
akasakahakada11 months ago
Means they need performant software, not garbage. And they are operating large scale service that manipulate billions of data entry per second or so. I guess.