Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to 24 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for JSON skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited JSON over the 6 months to 24 June 2018 with a comparison to the same period in the previous 2 years.

JSON
Scotland > Edinburgh
6 months to
24 Jun 2018		 Same period 2017 Same period 2016
Rank 120 114 86
Rank change year-on-year -6 -28 +50
Permanent jobs citing JSON 36 25 65
As % of all permanent IT jobs advertised in Edinburgh 1.32% 1.06% 2.56%
As % of the Libraries, Frameworks & Software Standards category 3.66% 2.71% 8.70%
Number of salaries quoted 18 13 69
Edinburgh median annual salary £51,250 £42,500 £45,000
Median salary % change year-on-year +20.59% -5.56% +5.88%
10th Percentile £27,750 £31,500 £30,000
90th Percentile £65,000 £52,250 £50,000
Scotland median annual salary £38,000 £50,000 £45,000
% change year-on-year -24.00% +11.11% +10.43%

JSON 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 advertised in Edinburgh with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Edinburgh
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 983 923 747
As % of all permanent IT jobs advertised in Edinburgh 36.09% 39.26% 29.36%
Number of salaries quoted 631 596 499
Edinburgh median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +12.50%
10th Percentile £28,000 £30,000 £29,500
90th Percentile £65,000 £64,375 £61,350
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

JSON
Job Vacancy Trend in Edinburgh

Job postings citing JSON as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for JSON in Edinburgh

JSON
Salary Trend in Edinburgh

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

Salary trend for JSON in Edinburgh

JSON
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing JSON in Edinburgh over the 6 months to 24 June 2018.

Salary histogram for JSON in Edinburgh

For the 6 months to 24 June 2018, IT jobs citing JSON 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 across the Edinburgh region with a requirement for JSON.

1 18 (50.00%) XML
2 17 (47.22%) Java
3 15 (41.67%) Python
4 12 (33.33%) Agile Software Development
4 12 (33.33%) REST
4 12 (33.33%) Ansible
4 12 (33.33%) DevOps
4 12 (33.33%) Analytical Skills
5 11 (30.56%) SOAP
5 11 (30.56%) Web Services
5 11 (30.56%) JavaScript
6 10 (27.78%) Software Engineering
6 10 (27.78%) PowerShell
6 10 (27.78%) Microsoft Azure
6 10 (27.78%) Amazon AWS
7 9 (25.00%) Cloud Computing
7 9 (25.00%) Time Management
7 9 (25.00%) Business Analysis
7 9 (25.00%) Change Management
7 9 (25.00%) Project Management
7 9 (25.00%) Enterprise Cloud
7 9 (25.00%) IaaS
7 9 (25.00%) SaaS
7 9 (25.00%) PaaS
8 8 (22.22%) SQL
8 8 (22.22%) Linux
8 8 (22.22%) OO
9 7 (19.44%) HTML
9 7 (19.44%) Unit Testing
9 7 (19.44%) RESTful

JSON
Co-occurring IT Skills in Edinburgh 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 3 (8.33%) Tomcat
1 3 (8.33%) WebSphere
2 2 (5.56%) Apache
2 2 (5.56%) Elasticsearch
3 1 (2.78%) IIS
3 1 (2.78%) Moodle
Applications
1 1 (2.78%) 3ds Max
1 1 (2.78%) Adobe Illustrator
1 1 (2.78%) Maya
1 1 (2.78%) Photoshop
Business Applications
1 2 (5.56%) Payment Gateway
Cloud Services
1 10 (27.78%) Amazon AWS
1 10 (27.78%) Microsoft Azure
2 9 (25.00%) Cloud Computing
2 9 (25.00%) IaaS
2 9 (25.00%) PaaS
2 9 (25.00%) SaaS
3 4 (11.11%) GitHub
4 1 (2.78%) Google Cloud Platform
Communications & Networking
1 4 (11.11%) HTTPS
2 3 (8.33%) FTP
2 3 (8.33%) WinSCP
3 2 (5.56%) DHCP
3 2 (5.56%) DNS
3 2 (5.56%) HTTP
3 2 (5.56%) SMTP
3 2 (5.56%) SNMP
4 1 (2.78%) SMS
4 1 (2.78%) SSL
Database & Business Intelligence
1 7 (19.44%) Relational Database
2 6 (16.67%) MySQL
3 5 (13.89%) SQL Server
4 4 (11.11%) RDBMS
5 2 (5.56%) PostgreSQL
Development Applications
1 5 (13.89%) Git (software)
2 3 (8.33%) ClearCase
2 3 (8.33%) Team Foundation Server
2 3 (8.33%) Visual Studio
2 3 (8.33%) XMLSpy
3 2 (5.56%) Jenkins
3 2 (5.56%) TeamCity
4 1 (2.78%) Axure RP
4 1 (2.78%) Balsamiq Mockups
4 1 (2.78%) Cucumber
4 1 (2.78%) Dreamweaver
4 1 (2.78%) JMeter
4 1 (2.78%) JUnit
4 1 (2.78%) NUnit
4 1 (2.78%) SoapUI
4 1 (2.78%) SpecFlow
General
1 3 (8.33%) Banking
1 3 (8.33%) Finance
Job Titles
1 15 (41.67%) Developer
2 9 (25.00%) Architect
2 9 (25.00%) Cloud Architect
3 6 (16.67%) Software Engineer
4 5 (13.89%) Java Engineer
5 4 (11.11%) Java Software Engineer
5 4 (11.11%) Software Developer
6 3 (8.33%) Consultant
6 3 (8.33%) Full Stack Developer
7 2 (5.56%) Administrator
7 2 (5.56%) Android Developer
7 2 (5.56%) Applications Developer
7 2 (5.56%) Front End Developer (Client-Side Developer)
7 2 (5.56%) iOS Android Developer
7 2 (5.56%) iOS Developer
7 2 (5.56%) Java Developer
7 2 (5.56%) Mobile Applications Developer
7 2 (5.56%) Mobile Developer
7 2 (5.56%) Systems Administrator
8 1 (2.78%) UI Developer
Libraries, Frameworks & Software Standards
1 18 (50.00%) XML
2 12 (33.33%) REST
3 11 (30.56%) SOAP
3 11 (30.56%) Web Services
4 7 (19.44%) HTML
4 7 (19.44%) RESTful
5 6 (16.67%) .NET
6 5 (13.89%) ASP.NET
7 4 (11.11%) CSS
7 4 (11.11%) HTML5
7 4 (11.11%) jQuery
8 3 (8.33%) ASP.NET MVC
8 3 (8.33%) FIX Protocol
8 3 (8.33%) IBM Integration Bus
8 3 (8.33%) LINQ
8 3 (8.33%) Node.js
9 2 (5.56%) Ajax
9 2 (5.56%) JSP
9 2 (5.56%) OpenGL
9 2 (5.56%) WebGL
Miscellaneous
1 12 (33.33%) Analytical Skills
2 9 (25.00%) Enterprise Cloud
3 6 (16.67%) Computer Science
4 4 (11.11%) Data Structures
5 3 (8.33%) DataPower
5 3 (8.33%) SWIFT
5 3 (8.33%) User Experience
6 2 (5.56%) Augmented Reality
6 2 (5.56%) Mobile App
7 1 (2.78%) Graphic Design
7 1 (2.78%) VLE
Operating Systems
1 8 (22.22%) Linux
2 5 (13.89%) CentOS
2 5 (13.89%) Unix
3 4 (11.11%) Windows
4 3 (8.33%) Mac OS X
5 2 (5.56%) Android
5 2 (5.56%) Apple iOS
Processes & Methodologies
1 12 (33.33%) Agile Software Development
1 12 (33.33%) DevOps
2 10 (27.78%) Software Engineering
3 9 (25.00%) Business Analysis
3 9 (25.00%) Change Management
3 9 (25.00%) Project Management
3 9 (25.00%) Time Management
4 8 (22.22%) OO
5 7 (19.44%) Unit Testing
6 4 (11.11%) Continuous Integration
6 4 (11.11%) MVC
7 3 (8.33%) Data Visualisation
7 3 (8.33%) Defect Tracking
7 3 (8.33%) Stakeholder Management
7 3 (8.33%) Visualisation
8 2 (5.56%) Continuous Delivery
8 2 (5.56%) Cross-Platform Development
8 2 (5.56%) Front End Development
8 2 (5.56%) Mobile Development
8 2 (5.56%) SDLC
Programming Languages
1 17 (47.22%) Java
2 15 (41.67%) Python
3 11 (30.56%) JavaScript
4 10 (27.78%) PowerShell
5 8 (22.22%) SQL
6 6 (16.67%) C#
7 3 (8.33%) Bash Shell
7 3 (8.33%) PHP
7 3 (8.33%) PL/SQL
8 2 (5.56%) C
8 2 (5.56%) C++
8 2 (5.56%) Perl
8 2 (5.56%) Shell Script
9 1 (2.78%) T-SQL
Qualifications
1 5 (13.89%) Degree
2 4 (11.11%) Computer Science Degree
Quality Assurance & Compliance
1 3 (8.33%) SEPA
System Software
1 2 (5.56%) NFS
2 1 (2.78%) Active Directory
Systems Management
1 12 (33.33%) Ansible
2 3 (8.33%) HP Quality Center
3 2 (5.56%) Puppet
4 1 (2.78%) Opscode Chef
4 1 (2.78%) Single Sign-On
Vendors
1 6 (16.67%) Oracle
1 6 (16.67%) Red Hat
2 3 (8.33%) Google
2 3 (8.33%) HP
2 3 (8.33%) Remedy
3 2 (5.56%) Intel
3 2 (5.56%) Microsoft
4 1 (2.78%) Adobe
4 1 (2.78%) Rackspace
4 1 (2.78%) Splunk