Period
to 21 October 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Pyramid skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pyramid over the 6 months to 21 October 2017 with a comparison to the same period in the previous 2 years.

Pyramid
UK
6 months to
21 Oct 2017
Same period 2016 Same period 2015
Rank 1114 1163 1216
Rank change year-on-year +49 +53 +81
Permanent jobs citing Pyramid 64 59 86
As % of all permanent IT jobs advertised in the UK 0.037% 0.031% 0.039%
As % of the Libraries, Frameworks & Software Standards category 0.092% 0.079% 0.10%
Number of salaries quoted 63 49 73
UK median annual salary £60,000 £60,000 £60,000
10th Percentile £43,000 £31,250 £33,750
90th Percentile £100,000 £104,000 £82,000
UK excluding London median annual salary £57,500 £70,000 £40,000
% change year-on-year -17.86% +75.00% -

Pyramid is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
UK
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 69873 74318 83001
As % of all permanent IT jobs advertised in the UK 40.14% 38.89% 37.89%
Number of salaries quoted 57819 64429 71005
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £29,750 £28,750 £27,500
90th Percentile £77,500 £76,250 £73,750
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

Pyramid
Job Vacancy Trend

Job postings citing Pyramid as a percentage of all IT jobs advertised.

Job vacancy trend for Pyramid in the UK

Pyramid
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Pyramid.

Salary trend for Pyramid in the UK

Pyramid
Salary Histogram

The salary distribution of IT jobs citing Pyramid over the 6 months to 21 October 2017.

Salary histogram for Pyramid in the UK

Pyramid
Top 6 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pyramid within the UK over the 6 months to 21 October 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +65 64 £60,000 - 2
London +44 48 £80,000 +39.13% 2
UK excluding London +36 16 £57,500 -17.86%
Yorkshire +33 12 £57,500 -
North of England +22 12 £57,500 -
South East +45 4 £45,000 +20.00%

For the 6 months to 21 October 2017, IT jobs citing Pyramid also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Pyramid.

1 64 (100.00%) Python
2 54 (84.38%) TDD
3 53 (82.81%) Agile Software Development
4 42 (65.63%) Java
5 40 (62.50%) C++
6 37 (57.81%) JavaScript
7 33 (51.56%) Linux
8 29 (45.31%) Software Engineering
9 28 (43.75%) Git (software)
9 28 (43.75%) NoSQL
10 25 (39.06%) PHP
11 24 (37.50%) Finance
12 23 (35.94%) SQL
12 23 (35.94%) C#
12 23 (35.94%) Test Automation
12 23 (35.94%) MongoDB
13 22 (34.38%) SDET
13 22 (34.38%) Django
14 21 (32.81%) OO
14 21 (32.81%) Greenfield Project
15 20 (31.25%) BDD
15 20 (31.25%) Continuous Integration
16 19 (29.69%) Unit Testing
16 19 (29.69%) Web Development
16 19 (29.69%) Refactoring
16 19 (29.69%) Mathematics
16 19 (29.69%) Computer Science
16 19 (29.69%) Oracle
16 19 (29.69%) Hedge funds
16 19 (29.69%) SciPy

Pyramid
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (1.56%) CloudStack
1 1 (1.56%) OpenStack
Cloud Services
1 1 (1.56%) Amazon AWS
1 1 (1.56%) Cloud Computing
Communications & Networking
1 8 (12.50%) HTTP
Database & Business Intelligence
1 28 (43.75%) NoSQL
2 23 (35.94%) MongoDB
3 4 (6.25%) MySQL
4 1 (1.56%) Apache Cassandra
4 1 (1.56%) KDB
4 1 (1.56%) Redis
4 1 (1.56%) Riak
Development Applications
1 28 (43.75%) Git (software)
2 18 (28.13%) Mercurial
3 8 (12.50%) Subversion
4 2 (3.13%) Cucumber
4 2 (3.13%) Karma Test Runner
4 2 (3.13%) Selenium
4 2 (3.13%) WebDriver
5 1 (1.56%) Capybara
5 1 (1.56%) Maven
5 1 (1.56%) RSpec
General
1 24 (37.50%) Finance
2 1 (1.56%) Front Office
Job Titles
1 61 (95.31%) Developer
2 40 (62.50%) Python Developer
3 22 (34.38%) Developer in Test
4 15 (23.44%) Agile Developer
5 12 (18.75%) Django Developer
5 12 (18.75%) Python/Django Developer
6 9 (14.06%) Software Developer
7 8 (12.50%) Senior Developer
7 8 (12.50%) Senior Python Developer
8 4 (6.25%) Junior
8 4 (6.25%) Junior Developer
8 4 (6.25%) Junior Python Developer
9 2 (3.13%) Tester
10 1 (1.56%) C# Developer
10 1 (1.56%) Java Developer
10 1 (1.56%) Quantitative Developer
10 1 (1.56%) Ruby Developer
10 1 (1.56%) Software Engineer
10 1 (1.56%) Technical Developer
10 1 (1.56%) Technical Tester
Libraries, Frameworks & Software Standards
1 22 (34.38%) Django
2 19 (29.69%) NumPy
2 19 (29.69%) Pandas
2 19 (29.69%) SciPy
3 18 (28.13%) D3.js
3 18 (28.13%) Flask
3 18 (28.13%) Highcharts JS
3 18 (28.13%) Matplotlib
4 16 (25.00%) CSS
4 16 (25.00%) HTML
5 11 (17.19%) SQLAlchemy
6 10 (15.63%) AngularJS
7 9 (14.06%) HTML5
7 9 (14.06%) REST
8 8 (12.50%) CSS3
8 8 (12.50%) PyGTK
8 8 (12.50%) Twisted
9 5 (7.81%) jQuery
9 5 (7.81%) Pylons
10 2 (3.13%) Node.js
Miscellaneous
1 21 (32.81%) Greenfield Project
2 19 (29.69%) Computer Science
2 19 (29.69%) Hedge funds
3 8 (12.50%) Mobile App
4 1 (1.56%) Algorithms
4 1 (1.56%) Fintech
4 1 (1.56%) iPad
4 1 (1.56%) User Experience
Operating Systems
1 33 (51.56%) Linux
2 18 (28.13%) Windows
3 9 (14.06%) Ubuntu
Processes & Methodologies
1 54 (84.38%) TDD
2 53 (82.81%) Agile Software Development
3 29 (45.31%) Software Engineering
4 23 (35.94%) Test Automation
5 22 (34.38%) SDET
6 21 (32.81%) OO
7 20 (31.25%) BDD
7 20 (31.25%) Continuous Integration
8 19 (29.69%) Mathematics
8 19 (29.69%) Refactoring
8 19 (29.69%) Unit Testing
8 19 (29.69%) Web Development
9 14 (21.88%) Scrum
10 3 (4.69%) E-Commerce
10 3 (4.69%) MVC
10 3 (4.69%) Open Source
10 3 (4.69%) Web Application Development
11 2 (3.13%) Data Protection
11 2 (3.13%) OOP
12 1 (1.56%) Statistics
Programming Languages
1 64 (100.00%) Python
2 42 (65.63%) Java
3 40 (62.50%) C++
4 37 (57.81%) JavaScript
5 25 (39.06%) PHP
6 23 (35.94%) C#
6 23 (35.94%) SQL
7 3 (4.69%) Ruby
8 1 (1.56%) C
8 1 (1.56%) Erlang
8 1 (1.56%) Go
Qualifications
1 18 (28.13%) PhD
2 1 (1.56%) Degree
Systems Management
1 1 (1.56%) Puppet
Vendors
1 19 (29.69%) Oracle