Period
to 24 August 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 24 August 2017 with a comparison to the same period in the previous 2 years.

Pyramid
UK
6 months to
24 Aug 2017
Same period 2016 Same period 2015
Rank 1123 1182 1218
Rank change year-on-year +59 +36 +63
Permanent jobs citing Pyramid 52 63 73
As % of all permanent IT jobs advertised in the UK 0.030% 0.032% 0.034%
As % of the Libraries, Frameworks & Software Standards category 0.073% 0.083% 0.089%
Number of salaries quoted 51 52 56
UK median annual salary £65,000 £58,750 £75,000
Median salary % change year-on-year +10.64% -21.67% +20.00%
10th Percentile £42,500 £43,750 £35,625
90th Percentile £100,000 £90,000 £80,000
UK excluding London median annual salary £57,500 £75,000 £37,500
% change year-on-year -23.33% +100.00% +15.38%

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 71090 76167 81919
As % of all permanent IT jobs advertised in the UK 40.45% 38.79% 37.83%
Number of salaries quoted 59008 66158 69915
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +3.45%
10th Percentile £29,000 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
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 24 August 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 24 August 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 +56 52 £65,000 +10.64% 4
London +39 47 £66,250 +15.22% 4
UK excluding London +21 5 £57,500 -23.33%
Yorkshire +18 4 £57,500 -
North of England -1 4 £57,500 -
South East +82 1 £47,500 +31.03%

For the 6 months to 24 August 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 52 (100.00%) Python
2 45 (86.54%) TDD
3 44 (84.62%) JavaScript
4 42 (80.77%) Agile Software Development
5 28 (53.85%) Linux
6 27 (51.92%) Java
7 26 (50.00%) Software Engineering
7 26 (50.00%) Git (software)
7 26 (50.00%) NoSQL
8 25 (48.08%) Django
9 24 (46.15%) Flask
10 23 (44.23%) C++
11 22 (42.31%) HTML
11 22 (42.31%) CSS
11 22 (42.31%) Scrum
12 21 (40.38%) Finance
12 21 (40.38%) MongoDB
13 20 (38.46%) BDD
14 19 (36.54%) OO
15 18 (34.62%) Refactoring
15 18 (34.62%) Continuous Integration
15 18 (34.62%) SQL
16 17 (32.69%) Oracle
16 17 (32.69%) Unit Testing
16 17 (32.69%) Mathematics
16 17 (32.69%) Web Development
16 17 (32.69%) Computer Science
16 17 (32.69%) Hedge funds
16 17 (32.69%) SciPy
16 17 (32.69%) NumPy

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 (1.92%) Apache Pig
1 1 (1.92%) CloudStack
1 1 (1.92%) OpenStack
Cloud Services
1 1 (1.92%) Amazon AWS
1 1 (1.92%) Cloud Computing
Communications & Networking
1 8 (15.38%) HTTP
Database & Business Intelligence
1 26 (50.00%) NoSQL
2 21 (40.38%) MongoDB
3 1 (1.92%) Apache Cassandra
3 1 (1.92%) Data Mining
3 1 (1.92%) KDB
3 1 (1.92%) PostgreSQL
3 1 (1.92%) Redis
3 1 (1.92%) Riak
Development Applications
1 26 (50.00%) Git (software)
2 16 (30.77%) Mercurial
3 8 (15.38%) Subversion
4 4 (7.69%) Cucumber
4 4 (7.69%) Karma Test Runner
4 4 (7.69%) Selenium
4 4 (7.69%) WebDriver
5 3 (5.77%) Capybara
5 3 (5.77%) RSpec
6 1 (1.92%) Maven
General
1 21 (40.38%) Finance
2 1 (1.92%) Front Office
Job Titles
1 46 (88.46%) Developer
2 39 (75.00%) Python Developer
3 16 (30.77%) Django Developer
3 16 (30.77%) Python/Django Developer
4 8 (15.38%) Developer in Test
4 8 (15.38%) Senior Developer
4 8 (15.38%) Senior Python Developer
5 4 (7.69%) Junior
5 4 (7.69%) Tester
6 3 (5.77%) Junior Developer
6 3 (5.77%) Junior Python Developer
7 2 (3.85%) C# Developer
7 2 (3.85%) Java Developer
7 2 (3.85%) Lead Developer
7 2 (3.85%) Ruby Developer
7 2 (3.85%) Selenium Tester
7 2 (3.85%) Technical Developer
7 2 (3.85%) Technical Leader
7 2 (3.85%) Technical Tester
8 1 (1.92%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 25 (48.08%) Django
2 24 (46.15%) Flask
3 22 (42.31%) CSS
3 22 (42.31%) HTML
4 17 (32.69%) NumPy
4 17 (32.69%) Pandas
4 17 (32.69%) SciPy
5 16 (30.77%) D3.js
5 16 (30.77%) Highcharts JS
5 16 (30.77%) Matplotlib
6 11 (21.15%) AngularJS
7 10 (19.23%) REST
8 9 (17.31%) HTML5
9 8 (15.38%) CSS3
9 8 (15.38%) PyGTK
9 8 (15.38%) SQLAlchemy
9 8 (15.38%) Twisted
10 3 (5.77%) Node.js
10 3 (5.77%) RESTful
10 3 (5.77%) Web Services
Miscellaneous
1 17 (32.69%) Computer Science
1 17 (32.69%) Hedge funds
2 8 (15.38%) Greenfield Project
2 8 (15.38%) Mobile App
3 2 (3.85%) User Experience
4 1 (1.92%) Algorithms
4 1 (1.92%) Fintech
4 1 (1.92%) iPad
Operating Systems
1 28 (53.85%) Linux
2 16 (30.77%) Windows
3 9 (17.31%) Ubuntu
Processes & Methodologies
1 45 (86.54%) TDD
2 42 (80.77%) Agile Software Development
3 26 (50.00%) Software Engineering
4 22 (42.31%) Scrum
5 20 (38.46%) BDD
6 19 (36.54%) OO
7 18 (34.62%) Continuous Integration
7 18 (34.62%) Refactoring
8 17 (32.69%) Mathematics
8 17 (32.69%) Unit Testing
8 17 (32.69%) Web Development
9 10 (19.23%) E-Commerce
9 10 (19.23%) Test Automation
9 10 (19.23%) Web Application Development
10 9 (17.31%) SDET
11 4 (7.69%) Data Protection
11 4 (7.69%) OOP
12 3 (5.77%) Microservices
12 3 (5.77%) Open Source
13 2 (3.85%) Mentoring
Programming Languages
1 52 (100.00%) Python
2 44 (84.62%) JavaScript
3 27 (51.92%) Java
4 23 (44.23%) C++
5 18 (34.62%) SQL
6 10 (19.23%) C#
7 9 (17.31%) PHP
8 5 (9.62%) Ruby
9 1 (1.92%) C
9 1 (1.92%) Erlang
9 1 (1.92%) Go
Qualifications
1 16 (30.77%) PhD
2 1 (1.92%) Degree
Systems Management
1 1 (1.92%) Puppet
Vendors
1 17 (32.69%) Oracle