The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for JSON skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited JSON over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

JSON
UK / Scotland
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 70 70 146
Rank change year-on-year 0 +76  
Permanent jobs citing JSON 88 98 20
As % of all permanent IT jobs advertised in Scotland 3.27% 3.46% 0.64%
As % of the Libraries, Frameworks & Software Standards category 8.48% 9.33% 1.79%
Number of salaries quoted 58 45 13
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% -  
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year - +12.50%  

JSON is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
Scotland
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 1038 1050 1118
As % of all permanent IT job vacancies advertised in Scotland 38.54% 37.08% 35.51%
Number of salaries quoted 684 552 692
Median salary £40,000 £44,000 £40,000
Median salary % change year-on-year -9.09% +10.00%  
90% offered a salary of more than £30,000 £33,000 £30,000
10% offered a salary of more than £55,000 £51,500 £55,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

JSON
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing JSON as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for JSON in Scotland

JSON
Salary Trend in Scotland

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

Salary trend for JSON in Scotland

JSON
Salary Histogram in Scotland

The salary distribution of IT jobs citing JSON in Scotland over the 3 months to 26 June 2017.

Salary histogram for JSON in Scotland

JSON
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing JSON within the Scotland region over the 3 months to 26 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +13 70 £50,000 +11.11% 5
Edinburgh -16 18 £42,500 -5.55% 3
Dundee - 1 - - 1
JSON
UK

For the 6 months to 26 June 2017, IT jobs citing JSON also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for JSON.

1 75 (54.74%) HTML
1 75 (54.74%) CSS
2 74 (54.01%) JavaScript
3 68 (49.64%) SQL
4 62 (45.26%) Java
5 59 (43.07%) XML
6 58 (42.34%) Agile Software Development
7 55 (40.15%) AngularJS
8 48 (35.04%) SOAP
9 47 (34.31%) Git (software)
10 45 (32.85%) Spring
11 43 (31.39%) REST
12 41 (29.93%) Web Services
13 40 (29.20%) Finance
14 38 (27.74%) CSS3
15 37 (27.01%) MVC
15 37 (27.01%) Relational Database
16 36 (26.28%) C#
16 36 (26.28%) .NET
16 36 (26.28%) jQuery
17 35 (25.55%) ASP.NET
18 34 (24.82%) ASP.NET MVC
18 34 (24.82%) Ember.js
19 33 (24.09%) OO
20 32 (23.36%) TDD
20 32 (23.36%) React
21 31 (22.63%) Unix
21 31 (22.63%) SQL Server
21 31 (22.63%) HTML5
22 28 (20.44%) Dojo

JSON
Co-occurring IT Skills in Scotland 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 7 (5.11%) JBoss
2 6 (4.38%) Tomcat
3 4 (2.92%) Oracle SOA Suite
4 3 (2.19%) Oracle Coherence
4 3 (2.19%) Umbraco
4 3 (2.19%) WordPress
5 2 (1.46%) Apache
5 2 (1.46%) Apache Spark
5 2 (1.46%) Confluence
6 1 (0.73%) Drupal
6 1 (0.73%) Moodle
Applications
1 4 (2.92%) Adobe Illustrator
1 4 (2.92%) InDesign
1 4 (2.92%) Microsoft Excel
1 4 (2.92%) Microsoft Office
1 4 (2.92%) Photoshop
Cloud Services
1 7 (5.11%) Amazon AWS
2 4 (2.92%) Amazon S3
2 4 (2.92%) GitHub
3 3 (2.19%) Microsoft Azure
4 2 (1.46%) Google Cloud Platform
5 1 (0.73%) Cloud Computing
Communications & Networking
1 10 (7.30%) SSL
2 6 (4.38%) SSH
3 4 (2.92%) HTTPS
4 1 (0.73%) Internet
4 1 (0.73%) LDAP
4 1 (0.73%) SMS
4 1 (0.73%) Wireless
Database & Business Intelligence
1 37 (27.01%) Relational Database
2 31 (22.63%) SQL Server
3 16 (11.68%) DB2
4 13 (9.49%) SQL Server Reporting Services
5 9 (6.57%) RDBMS
6 7 (5.11%) MySQL
7 5 (3.65%) CouchDB
8 4 (2.92%) Oracle Database
9 3 (2.19%) MongoDB
10 2 (1.46%) Apache Cassandra
10 2 (1.46%) Hadoop
10 2 (1.46%) NoSQL
11 1 (0.73%) Big Data
11 1 (0.73%) Data Mining
11 1 (0.73%) Data Warehouse
11 1 (0.73%) HBase
11 1 (0.73%) phpMyAdmin
11 1 (0.73%) SQLPlus
Development Applications
1 47 (34.31%) Git (software)
2 25 (18.25%) Jenkins
3 20 (14.60%) Maven
4 15 (10.95%) Gradle
5 13 (9.49%) Ant
5 13 (9.49%) Octopus Deploy
6 12 (8.76%) Subversion
7 11 (8.03%) Hudson
8 10 (7.30%) JIRA
9 8 (5.84%) JUnit
10 6 (4.38%) GitLab
11 5 (3.65%) Oracle APEX
12 4 (2.92%) Concordion
12 4 (2.92%) Dreamweaver
12 4 (2.92%) JBehave
12 4 (2.92%) Team Foundation Server
12 4 (2.92%) Visual Studio
13 3 (2.19%) Bitbucket
13 3 (2.19%) gulp
13 3 (2.19%) IntelliJ
General
1 40 (29.20%) Finance
2 20 (14.60%) Banking
3 11 (8.03%) Automotive
4 5 (3.65%) Investment Banking
4 5 (3.65%) Legal
5 2 (1.46%) Games
5 2 (1.46%) Law
6 1 (0.73%) Advertising
6 1 (0.73%) Front Office
6 1 (0.73%) Marketing
Job Titles
1 118 (86.13%) Developer
2 36 (26.28%) Java Developer
3 34 (24.82%) Senior Developer
4 27 (19.71%) Full Stack Developer
5 20 (14.60%) JavaScript Developer
6 16 (11.68%) C# Developer
6 16 (11.68%) UI Developer
7 15 (10.95%) .NET Developer
7 15 (10.95%) Senior C# Developer
7 15 (10.95%) Senior Full Stack Developer
8 13 (9.49%) Applications Developer
8 13 (9.49%) Senior Java Developer
8 13 (9.49%) Web Developer
9 12 (8.76%) ASP.NET Developer
10 9 (6.57%) Software Developer
10 9 (6.57%) Web Applications Developer
11 8 (5.84%) Python Developer
12 7 (5.11%) Python Web Developer
13 6 (4.38%) Java Team Leader
13 6 (4.38%) Team Leader
Libraries, Frameworks & Software Standards
1 75 (54.74%) CSS
1 75 (54.74%) HTML
2 59 (43.07%) XML
3 55 (40.15%) AngularJS
4 48 (35.04%) SOAP
5 45 (32.85%) Spring
6 43 (31.39%) REST
7 41 (29.93%) Web Services
8 38 (27.74%) CSS3
9 36 (26.28%) .NET
9 36 (26.28%) jQuery
10 35 (25.55%) ASP.NET
11 34 (24.82%) ASP.NET MVC
11 34 (24.82%) Ember.js
12 32 (23.36%) React
13 31 (22.63%) HTML5
14 28 (20.44%) Dojo
15 21 (15.33%) RESTful
16 17 (12.41%) .NET Framework
17 15 (10.95%) WCF
Miscellaneous
1 14 (10.22%) Analytical Skills
2 9 (6.57%) Enterprise Software
2 9 (6.57%) Greenfield Project
3 8 (5.84%) Derivative
3 8 (5.84%) OTC Derivatives
4 6 (4.38%) Data Structures
5 4 (2.92%) Computer Science
5 4 (2.92%) Linux Command Line
5 4 (2.92%) Tandem
6 3 (2.19%) Fixed Income
6 3 (2.19%) Mobile App
7 1 (0.73%) Algorithms
7 1 (0.73%) Client/Server
7 1 (0.73%) Management Information System
7 1 (0.73%) User Experience
7 1 (0.73%) VLE
Operating Systems
1 31 (22.63%) Unix
2 25 (18.25%) Linux
3 12 (8.76%) Windows
4 11 (8.03%) Android
5 6 (4.38%) Apple iOS
6 1 (0.73%) Windows Phone
6 1 (0.73%) Windows Server
Processes & Methodologies
1 58 (42.34%) Agile Software Development
2 37 (27.01%) MVC
3 33 (24.09%) OO
4 32 (23.36%) TDD
5 28 (20.44%) Scrum
6 24 (17.52%) Software Engineering
7 23 (16.79%) Web Development
8 20 (14.60%) Unit Testing
9 19 (13.87%) BDD
10 17 (12.41%) OOA/OOD
10 17 (12.41%) Test Automation
11 16 (11.68%) Domain-Driven Design
12 14 (10.22%) Stakeholder Management
13 13 (9.49%) Mentoring
13 13 (9.49%) OOD
14 12 (8.76%) Microservices
15 11 (8.03%) Enterprise Architecture
16 9 (6.57%) OOP
17 8 (5.84%) Multithreading
17 8 (5.84%) Refactoring
Programming Languages
1 74 (54.01%) JavaScript
2 68 (49.64%) SQL
3 62 (45.26%) Java
4 36 (26.28%) C#
5 16 (11.68%) Shell Script
6 12 (8.76%) PL/SQL
7 11 (8.03%) Python
7 11 (8.03%) VB.NET
8 8 (5.84%) PHP
9 4 (2.92%) T-SQL
10 2 (1.46%) C
11 1 (0.73%) Apple Swift
11 1 (0.73%) C++
11 1 (0.73%) Objective-C
11 1 (0.73%) PHP 5
11 1 (0.73%) Ruby
Qualifications
1 6 (4.38%) Security Cleared
2 5 (3.65%) Degree
3 1 (0.73%) Computer Science Degree
Quality Assurance & Compliance
1 9 (6.57%) MiFID
2 6 (4.38%) Dodd-Frank
2 6 (4.38%) EMIR
3 1 (0.73%) QA
System Software
1 4 (2.92%) Docker
1 4 (2.92%) Virtual Servers
2 1 (0.73%) Apache Flume
2 1 (0.73%) HDFS
2 1 (0.73%) KVM
2 1 (0.73%) Virtual Machines
Systems Management
1 1 (0.73%) Business Desktop Deployment
Vendors
1 24 (17.52%) Oracle
2 10 (7.30%) Perforce
3 9 (6.57%) Microsoft
4 4 (2.92%) Adobe
5 3 (2.19%) Google
5 3 (2.19%) IBM
5 3 (2.19%) Reuters
6 1 (0.73%) Facebook
6 1 (0.73%) Red Hat
6 1 (0.73%) Twitter
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