Getting a job in tech in 2021

Written on 2021-02-12

For transparency, I am sharing my experience of switching jobs as a software engineer in London in Jan/Feb 2021


Since mid-2017 I had been working as a site reliability engineer at the UK Government Digital Service.

In November 2020 I transferred within the UK Civil Service to the FCDO, but left soon after, as I was no longer enjoying working in government. I resigned in January 2021 as I wanted a break, to do some reading and personal projects, and to find a job further afield.

This isn’t intended as a guide or a set of suggestions or rules to follow. Tech is renowned for having awful unstandardised interview processes where the contributing factors are more likely to be blind luck and privilege rather than ability or experience. If you have questions then send me an email.


As far as I can tell, getting a job in tech is a numbers game, where the numbers can depend heavily on factors irrelevant to the job and the work. Such factors include (non-exhaustively):

There are also factors which provide a more accurate signal of your value to a potential employer:

I picked 8 companies that I thought were:

  1. places I would enjoy working for
  2. had a reasonable probability of hiring me
  3. going to move at a reasonable pace

These may be self-explanatory reasons, however during a period of self-isolation and home confinement, sitting around waiting for very picky, aspirational companies is not something I wanted to put myself through.

8 is quite a small number, given the stochastic nature of the hiring process, however I was not in a rush to start a new job, and doing lots of interviews concurrently is exhausting. Last time (in mid-2017) I was applying for mid-level positions and did 42 late-stage interviews.

I submitted an identical CV, and a custom written cover letter to each company. The CV is uncharacteristically long (4 A4 pages) based on my experience sifting SWE candidates. My CV listed recent projects and summarised my involvement in each, and had a condensed section listing technology with which I am familiar, to pass a check box exercise.

The companies can be summarised as:

All but two of the companies were London/US/Remote, 2 were European.

I applied for both software engineering and for site reliability engineering positions. The SWE positions for which I applied were specialised for infrastructure and networking.

I did not apply to any FAANG companies.


Without exception every company started with a phone screening with the hiring manager. In one case the hiring manager was also the team lead.

Once the hiring manager screen was passed, there were three possible next steps:

After the phone screens, and take-home tests were completed, there were follow up technical interviews, which can be summarised as:


Stage Count Drop-off
Submission 8 -
CV sift 6 1
Phone screen 7 0
Take home 2 0
Engineering interviews 6 0


The outcome of the interviews was that I received an offer from a company that will relocate me to Amsterdam. I’ve been in London for almost 4 years and it feels like the right time to move again.

I exited other companies’ interview processes after receiving the offer to relocate, so I don’t have exact statistics. The remaining interviews bar 1 were culture fit interviews.

Retrospective analysis

  1. I deeply dislike solving “cute” computer science problems, and HackerRank as a platform. I don’t think the problems are representative of the work that one does a software engineer. This mirrors my ire with many codewars problems which I encounter as a coach at codebar, students less mathematically minded, or without an intuitive grasp for math problems get unncessarily discouraged or gate-kept.

  2. Take-home tests are a good way of demonstrating aptitude and experience, however I had a large advantage as someone who has no childcare or other caring responsibilities, nor other hobbies or commitments. It is quite easy to spend 2-4 hours per take-home test, especially if you enjoy writing tests.

  3. I think an interview process would be better if it allowed a candidate to choose between an online coding test or a take-home project. People who get nervous can opt-in to take-home tests, people who have less time can opt-in to online coding tests. I didn’t interview with any companies who offered paid temp projects, but I have seen this work for front-end and design roles.

  4. At no point during any application, did I have to demonstrate any written communications skills, or presentation skills. I think this is unfortunate because the majority of software engineering communication is done asynchronously in written form: documentation, email, chat, commit messages, pull requests, etc.

  5. I was asked to write a surprisingly small amount of working code, with the exception of the take-home tests. Most of the demonstration of knowledge was verbal, either discussing code which was written but not executed, or verbal explanations of core concepts and whiteboard discussions. Verbal communication is useful, but many people may struggle under interview pressure.

  6. For the SWE interviews, the most valuable interview preparation was to brush up on my university CS principles: depth and breadth first search; trees, tries, stacks, queues; big-O notation for time and space; sorting algorithms. For my actual job I rarely have to write these myself, the most valuable data structures I use are arrays, maps, sets, distributed counters (CRDTs), radix-trees, bloom filters, HyperLogLogs (only redis), from this list only arrays, maps, and sets came up during interviews.

  7. For the SRE interviews, any interview preparation I did was not covered. I brushed up on my sysadmin fundamentals, and wrote some low-level networking code. The questions I was asked covered systems design, troubleshooting, incident management, and distributed system bottlenecks: sharp edges that one remembers from experience rather than from a book. The Google SRE books may provide supplementary knowledge for people who possess better book retention than I. Brendan Gregg’s 2019 talk on system performance covers some useful debugging fundamentals.

  8. Having a mental index of recent incidents to which I’ve responded, systems that I have designed well (and less well), as well as positive/negative feedback colleagues have given me recently was helpful during discussions with engineering managers. I think I got bonus points for having quantitative data for business impact (eg improving annual deploys by 50x by introducing CI/CD pipelines).

  9. The end to end process took 28 days from submitting the first application to receiving an offer letter.

Interview practice

If you are an underrepresented group in tech and are looking for interview practice, codebar sometimes run interview practice sessions.

You could also send me an email and if I have had experience interviewing (either as a panelist or as an interviewee) for the roles for which you are applying, we can schedule practice interview sessions.


  1. You can find the source code for my two take-home tests on GitHub.

  2. Cracking the Coding Interview is good preparation for companies who use “Google” style coding interviews.

  3. 2021-02-15 - I updated this post, as the internetworking company responded; previously they were listed as no response.