Period
to 21 February 2018

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 February 2018 with a comparison to the same period in the previous 2 years.

Pyramid
UK
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 1109 1096 1188
Rank change year-on-year -13 +92 +76
Permanent jobs citing Pyramid 79 91 90
As % of all permanent IT jobs advertised in the UK 0.045% 0.052% 0.043%
As % of the Libraries, Frameworks & Software Standards category 0.11% 0.13% 0.11%
Number of salaries quoted 79 88 78
UK median annual salary £57,500 £60,000 £60,000
Median salary % change year-on-year -4.17% - +9.09%
10th Percentile £45,000 £46,000 £35,000
90th Percentile £90,000 £100,000 £82,500
UK excluding London median annual salary £57,500 £60,000 £50,000
% change year-on-year -4.17% +20.00% +5.26%

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 71,775 69,455 80,234
As % of all permanent IT jobs advertised in the UK 40.71% 39.49% 38.52%
Number of salaries quoted 60,587 59,844 68,823
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,000
90th Percentile £78,750 £76,250 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 February 2018.

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 February 2018. 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 +1 79 £57,500 -4.17% 6
London -11 41 £72,500 +20.83% 2
UK excluding London +10 38 £57,500 -4.17% 4
Yorkshire +36 33 £57,500 +4.55%
North of England +28 33 £57,500 +4.55%
South East 0 5 £45,000 -33.33% 2

For the 6 months to 21 February 2018, IT jobs citing Pyramid also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Pyramid.

1 79 (100.00%) Python
2 65 (82.28%) TDD
3 54 (68.35%) C++
4 53 (67.09%) Agile Software Development
5 51 (64.56%) Greenfield Project
6 46 (58.23%) Java
7 43 (54.43%) C#
7 43 (54.43%) Test Automation
7 43 (54.43%) SDET
8 42 (53.16%) PHP
9 33 (41.77%) Django
10 31 (39.24%) JavaScript
11 24 (30.38%) HTML
11 24 (30.38%) CSS
12 19 (24.05%) Ruby
12 19 (24.05%) Pylons
13 18 (22.78%) HTML5
14 17 (21.52%) jQuery
15 16 (20.25%) MongoDB
15 16 (20.25%) NoSQL
15 16 (20.25%) Web Development
16 15 (18.99%) OO
16 15 (18.99%) Flask
17 14 (17.72%) Open Source
17 14 (17.72%) C
18 13 (16.46%) Ruby on Rails
18 13 (16.46%) Node.js
18 13 (16.46%) web2py
19 12 (15.19%) Cybersecurity
19 12 (15.19%) Ajax

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 (1.27%) Tornado
Cloud Services
1 1 (1.27%) Amazon AWS
Communications & Networking
1 2 (2.53%) HTTP
Database & Business Intelligence
1 16 (20.25%) MongoDB
1 16 (20.25%) NoSQL
2 6 (7.59%) MySQL
3 1 (1.27%) Hadoop
3 1 (1.27%) KDB
3 1 (1.27%) PostgreSQL
Development Applications
1 6 (7.59%) Selenium
2 5 (6.33%) Capybara
2 5 (6.33%) Cucumber
2 5 (6.33%) Git (software)
2 5 (6.33%) Karma Test Runner
2 5 (6.33%) RSpec
2 5 (6.33%) WebDriver
3 2 (2.53%) Mercurial
3 2 (2.53%) Subversion
4 1 (1.27%) Vagrant
General
1 9 (11.39%) Finance
2 1 (1.27%) Front Office
Job Titles
1 78 (98.73%) Developer
2 43 (54.43%) Developer in Test
3 38 (48.10%) Agile Developer
3 38 (48.10%) Python Developer
4 31 (39.24%) Software Developer
5 18 (22.78%) Senior Developer
5 18 (22.78%) Senior Python Developer
6 6 (7.59%) Java Developer
6 6 (7.59%) Ruby Developer
7 5 (6.33%) C# Developer
7 5 (6.33%) Java Developer in Test
7 5 (6.33%) Technical Developer
7 5 (6.33%) Technical Tester
7 5 (6.33%) Tester
8 4 (5.06%) Angular Developer
8 4 (5.06%) Full Stack Developer
8 4 (5.06%) Junior
8 4 (5.06%) Junior Developer
8 4 (5.06%) Junior Python Developer
9 3 (3.80%) Python/Django Developer
Libraries, Frameworks & Software Standards
1 33 (41.77%) Django
2 24 (30.38%) CSS
2 24 (30.38%) HTML
3 19 (24.05%) Pylons
4 18 (22.78%) HTML5
5 17 (21.52%) jQuery
6 15 (18.99%) Flask
7 13 (16.46%) Node.js
7 13 (16.46%) Ruby on Rails
7 13 (16.46%) web2py
8 12 (15.19%) Ajax
9 8 (10.13%) AngularJS
9 8 (10.13%) SQLAlchemy
10 7 (8.86%) CSS3
11 4 (5.06%) Ionic Framework
11 4 (5.06%) React Native
12 3 (3.80%) NumPy
12 3 (3.80%) Pandas
13 2 (2.53%) SciPy
13 2 (2.53%) Twisted
Miscellaneous
1 51 (64.56%) Greenfield Project
2 5 (6.33%) User Experience
3 3 (3.80%) Fintech
4 2 (2.53%) Computer Science
4 2 (2.53%) Hedge funds
4 2 (2.53%) Mobile App
5 1 (1.27%) Data Centre
5 1 (1.27%) Derivative
5 1 (1.27%) EPoS
5 1 (1.27%) Smart Energy
Operating Systems
1 10 (12.66%) Linux
2 2 (2.53%) Ubuntu
2 2 (2.53%) Windows
3 1 (1.27%) CentOS
3 1 (1.27%) Red Hat Enterprise Linux
Processes & Methodologies
1 65 (82.28%) TDD
2 53 (67.09%) Agile Software Development
3 43 (54.43%) SDET
3 43 (54.43%) Test Automation
4 16 (20.25%) Web Development
5 15 (18.99%) OO
6 14 (17.72%) Open Source
7 12 (15.19%) Cybersecurity
7 12 (15.19%) Open Source Development
7 12 (15.19%) Penetration Testing
8 11 (13.92%) Scrum
9 7 (8.86%) BDD
10 6 (7.59%) Software Engineering
11 5 (6.33%) MVC
11 5 (6.33%) OOP
12 3 (3.80%) Continuous Integration
13 2 (2.53%) DevOps
13 2 (2.53%) Mathematics
13 2 (2.53%) Refactoring
13 2 (2.53%) Unit Testing
Programming Languages
1 79 (100.00%) Python
2 54 (68.35%) C++
3 46 (58.23%) Java
4 43 (54.43%) C#
5 42 (53.16%) PHP
6 31 (39.24%) JavaScript
7 19 (24.05%) Ruby
8 14 (17.72%) C
9 8 (10.13%) SQL
10 1 (1.27%) Embedded C
10 1 (1.27%) Embedded C++
Qualifications
1 2 (2.53%) PhD
System Software
1 3 (3.80%) Docker
Systems Management
1 1 (1.27%) Opscode Chef
1 1 (1.27%) Puppet
1 1 (1.27%) Terraform
Vendors
1 5 (6.33%) Capita
2 3 (3.80%) Oracle
3 1 (1.27%) Red Hat