Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 25 February 2021

The following table provides summary statistics for permanent job vacancies advertised in the North of England 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 25 February 2021 with a comparison to the same period in the previous 2 years.

JSON
England > North of England
6 months to
25 Feb 2021		 Same period 2020 Same period 2019
Rank 182 159 173
Rank change year-on-year -23 +14 -18
Permanent jobs citing JSON 146 295 355
As % of all permanent jobs advertised in the North of England 1.35% 1.86% 1.88%
As % of the Libraries, Frameworks & Software Standards category 3.41% 4.82% 4.83%
Number of salaries quoted 149 236 279
Median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% +5.88%
10th Percentile £33,600 £31,875 £32,500
90th Percentile £72,700 £73,750 £61,500
England median annual salary £55,000 £55,000 £55,000

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 the North of England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
North of England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 4,284 6,123 7,353
As % of all permanent IT jobs advertised in the North of England 39.52% 38.60% 39.03%
Number of salaries quoted 3,725 5,167 6,113
Median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £31,500 £30,000 £29,032
90th Percentile £68,750 £67,500 £65,000
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

JSON
Job Vacancy Trend in the North of England

Job postings citing JSON as a proportion of all IT jobs advertised in the North of England.

Job vacancy trend for JSON in the North of England

JSON
Salary Trend in the North of England

3-month moving average salary quoted in jobs citing JSON in the North of England.

Salary trend for JSON in the North of England

JSON
Salary Histogram in the North of England

Salary distribution for jobs citing JSON in the North of England over the 6 months to 25 February 2021.

Salary histogram for JSON in the North of England

JSON
Job Locations in the North of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing JSON within the North of England region over the 6 months to 25 February 2021. 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
North West -18 98 £50,000 - 40
Yorkshire +9 45 £38,500 -14.44% 17
North East +14 3 £42,500 +13.33% 8
JSON
England

For the 6 months to 25 February 2021, 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 North of England region with a requirement for JSON.

1 76 (52.05%) XML
2 74 (50.68%) JavaScript
3 58 (39.73%) Agile Software Development
4 54 (36.99%) SQL
5 50 (34.25%) HTML
6 45 (30.82%) Web Services
7 39 (26.71%) C#
8 38 (26.03%) CSS
9 36 (24.66%) Java
10 34 (23.29%) PHP
10 34 (23.29%) .NET
11 33 (22.60%) RESTful
12 31 (21.23%) Git (software)
13 30 (20.55%) jQuery
14 29 (19.86%) Docker
15 28 (19.18%) Linux
16 26 (17.81%) OO
16 26 (17.81%) Azure
17 25 (17.12%) Microservices
17 25 (17.12%) AngularJS
17 25 (17.12%) MVC
18 24 (16.44%) E-Commerce
19 23 (15.75%) Microsoft
20 22 (15.07%) Software Engineering
20 22 (15.07%) Test Automation
20 22 (15.07%) REST
21 21 (14.38%) .NET Framework
21 21 (14.38%) SQL Server
22 20 (13.70%) MySQL
22 20 (13.70%) QA

JSON
Co-occurring IT Skills in the North of England 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 8 (5.48%) Apache
2 7 (4.79%) Adobe Experience Manager
3 6 (4.11%) Confluence
4 5 (3.42%) Elasticsearch
4 5 (3.42%) SharePoint
4 5 (3.42%) WebSphere
5 4 (2.74%) Apache Spark
6 2 (1.37%) CMS
6 2 (1.37%) IIS
6 2 (1.37%) Tomcat
6 2 (1.37%) WordPress
7 1 (0.68%) Joomla!
7 1 (0.68%) nginx
Applications
1 7 (4.79%) Microsoft Excel
2 3 (2.05%) Microsoft Office
3 2 (1.37%) MS Visio
Business Applications
1 4 (2.74%) Dynamics CRM
2 3 (2.05%) Magento
3 1 (0.68%) Visualfiles
Cloud Services
1 26 (17.81%) Azure
2 19 (13.01%) AWS
3 11 (7.53%) Power Platform
4 8 (5.48%) SaaS
5 6 (4.11%) Dynamics 365
6 5 (3.42%) Microsoft 365
7 4 (2.74%) GitHub
7 4 (2.74%) npm
8 3 (2.05%) Apigee
8 3 (2.05%) Azure Data Factory
8 3 (2.05%) Power Automate
8 3 (2.05%) PowerApps
9 2 (1.37%) Cloud Computing
9 2 (1.37%) OneDrive
9 2 (1.37%) OpenShift
9 2 (1.37%) Slack
10 1 (0.68%) AWS CloudFormation
10 1 (0.68%) Azure Active Directory
10 1 (0.68%) Firebase
10 1 (0.68%) GCP
Communications & Networking
1 10 (6.85%) Network Security
2 8 (5.48%) HTTP
3 3 (2.05%) Cisco Firepower
3 3 (2.05%) Cisco ISE
3 3 (2.05%) Ethernet
3 3 (2.05%) Firewall
3 3 (2.05%) LAN
3 3 (2.05%) WAN
4 2 (1.37%) SSL
5 1 (0.68%) HTTPS
Database & Business Intelligence
1 21 (14.38%) SQL Server
2 20 (13.70%) MySQL
3 12 (8.22%) Oracle Database
4 11 (7.53%) Azure SQL Database
4 11 (7.53%) Power BI
5 9 (6.16%) SQL Server Integration Services
5 9 (6.16%) SQL Server Reporting Services
6 8 (5.48%) PostgreSQL
6 8 (5.48%) Relational Database
7 7 (4.79%) Data Warehouse
8 6 (4.11%) NoSQL
9 5 (3.42%) Big Data
10 4 (2.74%) Data Lake
10 4 (2.74%) Delta Lake
10 4 (2.74%) SQL Server Analysis Services
11 3 (2.05%) Azure SQL Data Warehouse
12 2 (1.37%) Data Mining
12 2 (1.37%) RDBMS
12 2 (1.37%) SQLite
12 2 (1.37%) Tableau
Development Applications
1 31 (21.23%) Git (software)
2 15 (10.27%) GitLab
3 14 (9.59%) Protractor
3 14 (9.59%) Selenium
4 11 (7.53%) JIRA
4 11 (7.53%) SpecFlow
5 7 (4.79%) JUnit
6 5 (3.42%) Subversion
6 5 (3.42%) TeamCity
7 4 (2.74%) gulp
7 4 (2.74%) Visual Studio
8 3 (2.05%) Jenkins
8 3 (2.05%) Team Foundation Server
9 2 (1.37%) Android Studio
9 2 (1.37%) Bitbucket
9 2 (1.37%) Jasmine
9 2 (1.37%) Postman
9 2 (1.37%) Robolectric
9 2 (1.37%) Selenium IDE
9 2 (1.37%) TestRail
General
1 18 (12.33%) Retail
2 15 (10.27%) Finance
3 5 (3.42%) Legal
3 5 (3.42%) Public Sector
4 4 (2.74%) Marketing
5 3 (2.05%) Law
6 2 (1.37%) Billing
6 2 (1.37%) Games
6 2 (1.37%) Publishing
7 1 (0.68%) Advertising
7 1 (0.68%) Automotive
7 1 (0.68%) Back Office
7 1 (0.68%) Banking
7 1 (0.68%) Financial Institution
7 1 (0.68%) Police
Job Titles
1 84 (57.53%) Developer
2 26 (17.81%) PHP Developer
3 22 (15.07%) Java Developer
4 15 (10.27%) Architect
5 9 (6.16%) .NET Developer
5 9 (6.16%) Backend Developer
6 8 (5.48%) Analyst
6 8 (5.48%) Automation Tester
6 8 (5.48%) Data Architect
6 8 (5.48%) Full Stack Developer
6 8 (5.48%) Lead Developer
6 8 (5.48%) Senior Developer
6 8 (5.48%) Software Developer
6 8 (5.48%) Software Engineer
6 8 (5.48%) Tester
7 6 (4.11%) Web Developer
8 5 (3.42%) Angular Developer
8 5 (3.42%) React Developer
9 4 (2.74%) Developer/Software Engineer
9 4 (2.74%) PHP Software Engineer
Libraries, Frameworks & Software Standards
1 76 (52.05%) XML
2 50 (34.25%) HTML
3 45 (30.82%) Web Services
4 38 (26.03%) CSS
5 34 (23.29%) .NET
6 33 (22.60%) RESTful
7 30 (20.55%) jQuery
8 25 (17.12%) AngularJS
9 22 (15.07%) REST
10 21 (14.38%) .NET Framework
11 18 (12.33%) SOAP
12 17 (11.64%) Spring
13 16 (10.96%) React
14 14 (9.59%) HTML5
15 13 (8.90%) Sass
15 13 (8.90%) Twitter Bootstrap
16 11 (7.53%) JAXB
16 11 (7.53%) Node.js
17 10 (6.85%) CSS3
17 10 (6.85%) J2EE
Miscellaneous
1 13 (8.90%) Analytical Skills
2 11 (7.53%) Mobile App
3 7 (4.79%) Cloud Native
4 5 (3.42%) User Experience
5 4 (2.74%) Linux Command Line
6 3 (2.05%) Data Centre
6 3 (2.05%) Enterprise Software
6 3 (2.05%) Greenfield Project
6 3 (2.05%) Management Information System
6 3 (2.05%) Public Cloud
6 3 (2.05%) Reference Data
7 2 (1.37%) Data Structures
7 2 (1.37%) Graphic Design
7 2 (1.37%) NHS
7 2 (1.37%) PKI
8 1 (0.68%) Client/Server
8 1 (0.68%) PlayStation
8 1 (0.68%) Private Cloud
8 1 (0.68%) Self-Motivation
Operating Systems
1 28 (19.18%) Linux
2 14 (9.59%) Windows
3 8 (5.48%) Android
4 6 (4.11%) Apple iOS
5 4 (2.74%) Red Hat Enterprise Linux
5 4 (2.74%) Unix
6 3 (2.05%) Windows Server
7 2 (1.37%) Solaris
8 1 (0.68%) VMS
8 1 (0.68%) Windows Mobile
Processes & Methodologies
1 58 (39.73%) Agile Software Development
2 26 (17.81%) OO
3 25 (17.12%) Microservices
3 25 (17.12%) MVC
4 24 (16.44%) E-Commerce
5 22 (15.07%) Software Engineering
5 22 (15.07%) Test Automation
6 19 (13.01%) Problem-Solving
7 18 (12.33%) Migration
8 17 (11.64%) OOP
9 15 (10.27%) DevOps
10 14 (9.59%) Business Intelligence
10 14 (9.59%) Computer Science
10 14 (9.59%) Front End Development
10 14 (9.59%) TDD
10 14 (9.59%) Unit Testing
10 14 (9.59%) Workflow
11 13 (8.90%) ETL
11 13 (8.90%) Web Development
12 11 (7.53%) Scrum
Programming Languages
1 74 (50.68%) JavaScript
2 54 (36.99%) SQL
3 39 (26.71%) C#
4 36 (24.66%) Java
5 34 (23.29%) PHP
6 14 (9.59%) Python
7 12 (8.22%) T-SQL
8 9 (6.16%) Bash Shell
9 8 (5.48%) PowerShell
10 7 (4.79%) TypeScript
11 4 (2.74%) Data Analysis Expressions (DAX)
12 3 (2.05%) PHP 7
12 3 (2.05%) PL/SQL
12 3 (2.05%) Ruby
13 2 (1.37%) Apple Swift
13 2 (1.37%) COBOL
13 2 (1.37%) Kotlin
13 2 (1.37%) Perl
13 2 (1.37%) VB.NET
14 1 (0.68%) C++
Qualifications
1 16 (10.96%) Degree
2 4 (2.74%) DBS Check
2 4 (2.74%) SC Cleared
2 4 (2.74%) Security Cleared
3 3 (2.05%) Computer Science Degree
4 2 (1.37%) HND
4 2 (1.37%) ISEB
4 2 (1.37%) ISTQB
5 1 (0.68%) Microsoft Certification
5 1 (0.68%) PhD
Quality Assurance & Compliance
1 20 (13.70%) QA
2 9 (6.16%) GDPR
3 7 (4.79%) ISO/IEC 27001
4 6 (4.11%) Data Quality
5 2 (1.37%) HL7
System Software
1 29 (19.86%) Docker
2 3 (2.05%) VMware Infrastructure
2 3 (2.05%) VMware NSX
3 1 (0.68%) Active Directory
3 1 (0.68%) Virtual Machines
Systems Management
1 16 (10.96%) Ansible
2 11 (7.53%) Puppet
3 10 (6.85%) Kubernetes
4 5 (3.42%) Terraform
5 3 (2.05%) FortiGate
6 2 (1.37%) SCCM
6 2 (1.37%) SCOM
6 2 (1.37%) SCOrch
7 1 (0.68%) Grafana
7 1 (0.68%) Opscode Chef
7 1 (0.68%) Prometheus
7 1 (0.68%) Single Sign-On
Vendors
1 23 (15.75%) Microsoft
2 16 (10.96%) Oracle
3 9 (6.16%) Apple
4 7 (4.79%) Adobe
5 5 (3.42%) Salesforce.com
6 4 (2.74%) Cisco
6 4 (2.74%) Databricks
6 4 (2.74%) Red Hat
7 3 (2.05%) CA
7 3 (2.05%) Fortinet
7 3 (2.05%) SolarWinds
7 3 (2.05%) VMware
8 2 (1.37%) Atlassian
8 2 (1.37%) hybris
8 2 (1.37%) IBM
8 2 (1.37%) OutSystems
8 2 (1.37%) Sage
8 2 (1.37%) Xamarin
9 1 (0.68%) Google
9 1 (0.68%) HubSpot