Period
to 20 October 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Prototyping skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Prototyping over the 6 months to 20 October 2017 with a comparison to the same period in the previous 2 years.

Prototyping
UK
6 months to
20 Oct 2017
Same period 2016 Same period 2015
Rank 389 424 470
Rank change year-on-year +35 +46 -12
Permanent jobs citing Prototyping 1394 1359 1375
As % of all permanent IT jobs advertised in the UK 0.80% 0.71% 0.63%
As % of the Processes & Methodologies category 0.89% 0.80% 0.71%
Number of salaries quoted 1048 1042 1050
UK median annual salary £50,000 £50,000 £50,000
10th Percentile £32,500 £30,000 £31,000
90th Percentile £87,500 £85,000 £73,750
UK excluding London median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% +5.88%

Prototyping is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 156707 170358 194395
As % of all permanent IT jobs advertised in the UK 89.94% 89.22% 88.60%
Number of salaries quoted 123341 141716 159769
UK median annual salary £50,000 £49,500 £47,500
Median salary % change year-on-year +1.01% +4.21% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £78,750 £76,250
UK excluding London median annual salary £43,354 £42,500 £42,500
% change year-on-year +2.01% - +6.25%

Prototyping
Job Vacancy Trend

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

Job vacancy trend for Prototyping in the UK

Prototyping
Salary Trend

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

Salary trend for Prototyping in the UK

Prototyping
Salary Histogram

The salary distribution of IT jobs citing Prototyping over the 6 months to 20 October 2017.

Salary histogram for Prototyping in the UK

Prototyping
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Prototyping within the UK over the 6 months to 20 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 +29 1305 £51,250 +2.50% 89
UK excluding London +62 691 £45,000 +5.88% 54
London -8 663 £61,500 +11.82% 42
North of England +73 193 £46,250 +15.63% 15
South East +12 168 £43,250 -13.50% 9
East of England +28 130 £50,000 +11.11% 13
North West +37 112 £50,000 +25.00% 5
Midlands +51 83 £45,000 +20.00% 4
Yorkshire +58 73 £45,000 +12.50% 8
South West 0 65 £45,000 +13.92% 6
West Midlands +30 53 £45,000 +33.33% 3
Scotland -6 51 £40,000 +6.67% 5
East Midlands +42 30 £42,500 +6.25% 1
North East +15 8 £60,000 +84.62% 2
Wales +15 4 £38,750 -3.13% 2
Northern Ireland -25 2 £37,500 -

For the 6 months to 20 October 2017, IT jobs citing Prototyping 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 Prototyping.

1 602 (43.19%) Agile Software Development
2 564 (40.46%) User Experience
3 370 (26.54%) JavaScript
4 350 (25.11%) HTML
5 344 (24.68%) CSS
6 333 (23.89%) Degree
7 328 (23.53%) Wireframes
8 239 (17.14%) Java
9 206 (14.78%) Python
9 206 (14.78%) Finance
10 203 (14.56%) Rapid Prototyping
11 202 (14.49%) SQL
12 200 (14.35%) Analytics
13 180 (12.91%) Mobile App
14 176 (12.63%) Marketing
15 175 (12.55%) C#
16 166 (11.91%) Adobe
17 162 (11.62%) AngularJS
17 162 (11.62%) Axure RP
18 153 (10.98%) HTML5
19 152 (10.90%) .NET
20 146 (10.47%) Scrum
21 142 (10.19%) OO
22 137 (9.83%) Software Engineering
23 134 (9.61%) jQuery
24 133 (9.54%) SAP
25 132 (9.47%) Photoshop
26 129 (9.25%) Web Development
27 127 (9.11%) InVision
28 125 (8.97%) MVC

Prototyping
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 55 (3.95%) Tomcat
2 53 (3.80%) Apache Spark
3 43 (3.08%) CMS
4 37 (2.65%) nginx
4 37 (2.65%) WebSphere
5 32 (2.30%) Marvel
6 24 (1.72%) Cloud Foundry
7 21 (1.51%) Apache
7 21 (1.51%) Elasticsearch
8 20 (1.43%) SAS
9 14 (1.00%) Confluence
9 14 (1.00%) EPiServer
9 14 (1.00%) Sitecore CMS
9 14 (1.00%) WordPress
10 10 (0.72%) SharePoint
10 10 (0.72%) Umbraco
10 10 (0.72%) WebLogic
11 8 (0.57%) OpenStack
12 7 (0.50%) Sitefinity
13 6 (0.43%) JBoss
Applications
1 132 (9.47%) Photoshop
2 127 (9.11%) InVision
3 89 (6.38%) Adobe Illustrator
4 51 (3.66%) Adobe Creative Suite
5 47 (3.37%) Microsoft Office
6 44 (3.16%) OmniGraffle
7 35 (2.51%) MS Visio
8 22 (1.58%) Moqups
9 18 (1.29%) Microsoft Excel
9 18 (1.29%) UXPin
10 16 (1.15%) Microsoft PowerPoint
11 12 (0.86%) InDesign
12 8 (0.57%) Adobe After Effects
13 7 (0.50%) UserZoom
14 5 (0.36%) Microsoft Project
15 4 (0.29%) Fireworks
16 3 (0.22%) Pixate
16 3 (0.22%) SOLIDWORKS
17 2 (0.14%) Spreadsheet
18 1 (0.072%) Final Cut Pro
Business Applications
1 20 (1.43%) Dynamics AX
2 16 (1.15%) Dynamics CRM
3 11 (0.79%) SAP LE
3 11 (0.79%) SAP MM
4 8 (0.57%) SAP MII
4 8 (0.57%) SAP PP
4 8 (0.57%) SAP PP-PI
5 7 (0.50%) Payment Gateway
6 4 (0.29%) Adobe Campaign
6 4 (0.29%) NetSuite
6 4 (0.29%) SAP EWM
6 4 (0.29%) SAP Hybris
6 4 (0.29%) SAP S/4HANA
7 3 (0.22%) Oracle BPM
7 3 (0.22%) SAP SD
7 3 (0.22%) Unica
8 2 (0.14%) Oracle 11i
8 2 (0.14%) Oracle EBS R12
8 2 (0.14%) SAP GRC
8 2 (0.14%) WebTrends
Cloud Services
1 116 (8.32%) Amazon AWS
2 80 (5.74%) Microsoft Azure
3 46 (3.30%) SaaS
4 43 (3.08%) Adobe Creative Cloud
5 41 (2.94%) PaaS
6 32 (2.30%) npm
7 25 (1.79%) GitHub
7 25 (1.79%) Google Cloud Platform
8 18 (1.29%) Google Analytics
9 17 (1.22%) Cloud Computing
10 10 (0.72%) Force.com
11 8 (0.57%) Office 365
12 7 (0.50%) Amazon EC2
13 5 (0.36%) Amazon EMR
13 5 (0.36%) Dynamics 365
13 5 (0.36%) Google App Engine
13 5 (0.36%) Salesforce Sales Cloud
13 5 (0.36%) Salesforce Service Cloud
14 4 (0.29%) Google Compute Engine
14 4 (0.29%) Slack
Communications & Networking
1 32 (2.30%) Internet
2 18 (1.29%) Wireless
3 13 (0.93%) TCP/IP
4 12 (0.86%) HTTP
5 9 (0.65%) Intranet
6 8 (0.57%) Firewall
7 7 (0.50%) 802.11
7 7 (0.50%) NAS
8 5 (0.36%) Bluetooth
8 5 (0.36%) Ethernet
8 5 (0.36%) Network Security
9 4 (0.29%) PPP
10 3 (0.22%) LDAP
10 3 (0.22%) SAN
10 3 (0.22%) Wi-Fi
11 2 (0.14%) DHCP
11 2 (0.14%) DNS
11 2 (0.14%) Remote Desktop
11 2 (0.14%) Wireshark
12 1 (0.072%) Unified Communications
Database & Business Intelligence
1 82 (5.88%) Big Data
1 82 (5.88%) SQL Server
2 62 (4.45%) Hadoop
3 56 (4.02%) NoSQL
4 44 (3.16%) Data Warehouse
5 35 (2.51%) MongoDB
6 34 (2.44%) Relational Database
7 30 (2.15%) MySQL
8 24 (1.72%) RDBMS
9 17 (1.22%) PostgreSQL
10 14 (1.00%) Blockchain
11 13 (0.93%) Data Mining
11 13 (0.93%) Power BI
12 12 (0.86%) Geospatial Data
13 11 (0.79%) HBase
14 10 (0.72%) QlikView
14 10 (0.72%) SAP HANA
14 10 (0.72%) SQL Server 2016
14 10 (0.72%) SQL Server Reporting Services
15 9 (0.65%) BigQuery
Development Applications
1 162 (11.62%) Axure RP
2 101 (7.25%) Git (software)
3 64 (4.59%) Balsamiq Mockups
4 48 (3.44%) Jenkins
5 47 (3.37%) Maven
6 43 (3.08%) JUnit
7 32 (2.30%) Gradle
7 32 (2.30%) gulp
8 29 (2.08%) Visual Studio
9 26 (1.87%) JIRA
10 19 (1.36%) Selenium
10 19 (1.36%) Travis CI
11 18 (1.29%) Subversion
12 17 (1.22%) TeamCity
13 14 (1.00%) CircleCI
13 14 (1.00%) IBM UrbanCode
14 13 (0.93%) Jasmine
15 11 (0.79%) Team Foundation Server
16 10 (0.72%) Atlassian Bamboo
16 10 (0.72%) git-flow
General
1 206 (14.78%) Finance
2 176 (12.63%) Marketing
3 86 (6.17%) Retail
4 84 (6.03%) Electronics
5 74 (5.31%) Manufacturing
6 65 (4.66%) Banking
7 45 (3.23%) Telecoms
8 34 (2.44%) Games
9 26 (1.87%) Legal
10 23 (1.65%) Investment Banking
11 19 (1.36%) Automotive
12 17 (1.22%) Financial Institution
13 13 (0.93%) Law
14 12 (0.86%) Billing
14 12 (0.86%) Spanish Language
15 11 (0.79%) Advertising
15 11 (0.79%) Back Office
15 11 (0.79%) Pharmaceutical
16 9 (0.65%) Multimedia
17 7 (0.50%) Online Betting
Job Titles
1 373 (26.76%) Designer
2 343 (24.61%) Developer
3 301 (21.59%) UX Designer
4 132 (9.47%) Architect
5 114 (8.18%) UI Designer
6 109 (7.82%) Analyst
7 89 (6.38%) UI/UX Designer
8 86 (6.17%) Senior Developer
9 85 (6.10%) Senior Designer
10 80 (5.74%) Consultant
11 73 (5.24%) Senior UX Designer
12 68 (4.88%) Business Analyst
13 60 (4.30%) Java Developer
14 54 (3.87%) Software Engineer
15 47 (3.37%) .NET Developer
15 47 (3.37%) Solutions Architect
15 47 (3.37%) Web Developer
16 46 (3.30%) C# Developer
17 38 (2.73%) Data Scientist
17 38 (2.73%) UI Developer
Libraries, Frameworks & Software Standards
1 350 (25.11%) HTML
2 344 (24.68%) CSS
3 162 (11.62%) AngularJS
4 153 (10.98%) HTML5
5 152 (10.90%) .NET
6 134 (9.61%) jQuery
7 100 (7.17%) Web Services
8 86 (6.17%) ASP.NET
8 86 (6.17%) CSS3
9 76 (5.45%) React
10 70 (5.02%) RESTful
11 61 (4.38%) Sass
11 61 (4.38%) Twitter Bootstrap
12 57 (4.09%) ASP.NET MVC
13 53 (3.80%) REST
13 53 (3.80%) XML
14 52 (3.73%) Node.js
15 46 (3.30%) JSON
16 37 (2.65%) Ajax
17 34 (2.44%) .NET Framework
Miscellaneous
1 564 (40.46%) User Experience
2 180 (12.91%) Mobile App
3 123 (8.82%) Computer Science
4 104 (7.46%) Analytical Skills
5 74 (5.31%) Greenfield Project
6 51 (3.66%) Enterprise Software
7 43 (3.08%) Fintech
7 43 (3.08%) Management Information System
8 27 (1.94%) Algorithms
9 26 (1.87%) Data Structures
10 21 (1.51%) Graphic Design
11 20 (1.43%) Social Media
12 14 (1.00%) Arduino
13 13 (0.93%) Embedded Systems
13 13 (0.93%) Internet of Things
14 11 (0.79%) Animation
14 11 (0.79%) iPad
15 10 (0.72%) Taxonomies
16 9 (0.65%) Life Science
16 9 (0.65%) Smart Home
Operating Systems
1 90 (6.46%) Linux
2 69 (4.95%) Android
2 69 (4.95%) Windows
3 54 (3.87%) Apple iOS
4 41 (2.94%) Unix
5 11 (0.79%) Ubuntu
6 9 (0.65%) CoreOS
6 9 (0.65%) Debian
7 7 (0.50%) Windows Server
8 6 (0.43%) AIX
9 5 (0.36%) Windows Phone
10 3 (0.22%) Kali Linux
11 2 (0.14%) CentOS
11 2 (0.14%) Mac OS X
11 2 (0.14%) Red Hat Enterprise Linux
11 2 (0.14%) Windows 7
11 2 (0.14%) Windows Server 2012
12 1 (0.072%) VMS
12 1 (0.072%) Windows 10
Processes & Methodologies
1 602 (43.19%) Agile Software Development
2 328 (23.53%) Wireframes
3 203 (14.56%) Rapid Prototyping
4 200 (14.35%) Analytics
5 146 (10.47%) Scrum
6 142 (10.19%) OO
7 137 (9.83%) Software Engineering
8 129 (9.25%) Web Development
9 125 (8.97%) MVC
10 123 (8.82%) E-Commerce
10 123 (8.82%) TDD
11 95 (6.81%) Usability Testing
12 92 (6.60%) Information Architecture
12 92 (6.60%) Mentoring
12 92 (6.60%) Open Source
13 91 (6.53%) Continuous Integration
14 87 (6.24%) Business Intelligence
15 86 (6.17%) Machine Learning
15 86 (6.17%) Project Management
16 83 (5.95%) Stakeholder Management
Programming Languages
1 370 (26.54%) JavaScript
2 239 (17.14%) Java
3 206 (14.78%) Python
4 202 (14.49%) SQL
5 175 (12.55%) C#
6 94 (6.74%) C
7 93 (6.67%) C++
8 66 (4.73%) R
9 60 (4.30%) PHP
10 37 (2.65%) MATLAB
11 36 (2.58%) Shell Script
12 31 (2.22%) Groovy
12 31 (2.22%) T-SQL
13 29 (2.08%) Scala
14 23 (1.65%) Ruby
15 22 (1.58%) ABAP
16 16 (1.15%) TypeScript
17 14 (1.00%) Perl
18 13 (0.93%) PHP 7
19 11 (0.79%) VB.NET
Qualifications
1 333 (23.89%) Degree
2 56 (4.02%) Computer Science Degree
3 53 (3.80%) Security Cleared
4 35 (2.51%) SC Cleared
5 34 (2.44%) DV Cleared
5 34 (2.44%) PhD
6 15 (1.08%) Master's Degree
7 13 (0.93%) SAP Certification
8 9 (0.65%) ISEB
9 7 (0.50%) CISSP
10 6 (0.43%) HND
10 6 (0.43%) Postgraduate
11 5 (0.36%) ACCA
11 5 (0.36%) CIMA
11 5 (0.36%) Microsoft Certification
12 4 (0.29%) CompTIA Security+
12 4 (0.29%) MBA
12 4 (0.29%) MCSA
12 4 (0.29%) MCSE
12 4 (0.29%) Security+ Certification
Quality Assurance & Compliance
1 49 (3.52%) QA
2 18 (1.29%) Data Quality
3 5 (0.36%) WCAG
4 4 (0.29%) Basel III
4 4 (0.29%) PMO
5 3 (0.22%) GCP
5 3 (0.22%) GMP
5 3 (0.22%) ISO 14001
5 3 (0.22%) ISO 9001
5 3 (0.22%) ISO/IEC 15288
5 3 (0.22%) ISO/IEC 27001
5 3 (0.22%) JTAG
5 3 (0.22%) NIST 800
6 2 (0.14%) PCI DSS
7 1 (0.072%) GDPR
7 1 (0.072%) ISO 13485
7 1 (0.072%) ISO 26262
7 1 (0.072%) MISRA
7 1 (0.072%) MISRA C
7 1 (0.072%) WAI
System Software
1 47 (3.37%) Docker
2 30 (2.15%) Virtual Machines
3 10 (0.72%) Active Directory
3 10 (0.72%) Firmware
4 8 (0.57%) Ceph
5 5 (0.36%) vSphere
6 4 (0.29%) VMware ESXi
7 2 (0.14%) DFS Replication
7 2 (0.14%) VMware Infrastructure
8 1 (0.072%) HDFS
8 1 (0.072%) Virtual Desktop
Systems Management
1 43 (3.08%) Puppet
2 36 (2.58%) Kubernetes
3 35 (2.51%) Ansible
4 29 (2.08%) Opscode Chef
5 7 (0.50%) Terraform
6 4 (0.29%) Microsoft Intune
6 4 (0.29%) Perfmon
7 3 (0.22%) HP Fortify
7 3 (0.22%) Nessus
8 2 (0.14%) WSUS
9 1 (0.072%) Hadoop YARN
9 1 (0.072%) Kibana
9 1 (0.072%) Nagios
9 1 (0.072%) ZABBIX
Vendors
1 166 (11.91%) Adobe
2 133 (9.54%) SAP
3 96 (6.89%) Microsoft
4 81 (5.81%) Google
5 45 (3.23%) Oracle
6 28 (2.01%) Salesforce.com
7 16 (1.15%) EMC
7 16 (1.15%) Sitecore
8 15 (1.08%) HP
9 14 (1.00%) Twitter
10 13 (0.93%) IBM
11 12 (0.86%) Tableau
12 11 (0.79%) Facebook
12 11 (0.79%) Xero
13 10 (0.72%) TOWER Software
14 9 (0.65%) Citrix
14 9 (0.65%) Cognizant
15 8 (0.57%) Dell
15 8 (0.57%) NetApp
16 7 (0.50%) JD Edwards