Period
to 23 May 2019

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 23 May 2019 with a comparison to the same period in the previous 2 years.

JSON
England > South West
6 months to
23 May 2019
Same period 2018 Same period 2017
Rank 135 159 96
Rank change year-on-year +24 -63 +30
Permanent jobs citing JSON 227 218 344
As % of all permanent IT jobs advertised in the South West 2.33% 2.05% 3.39%
As % of the Libraries, Frameworks & Software Standards category 5.81% 4.97% 7.77%
Number of salaries quoted 172 199 316
South West median annual salary £50,000 £42,500 £45,000
Median salary % change year-on-year +17.65% -5.56% +12.50%
10th Percentile £32,388 £27,500 £28,750
90th Percentile £70,000 £60,000 £63,750
England median annual salary £55,000 £50,000 £47,500
% change year-on-year +10.00% +5.26% -

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 South West with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
South West
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 3,906 4,384 4,427
As % of all permanent IT jobs advertised in the South West 40.06% 41.23% 43.58%
Number of salaries quoted 3,178 3,791 3,717
South West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £27,500 £28,250 £27,000
90th Percentile £65,000 £61,250 £62,500
England median annual salary £53,750 £50,000 £47,500
% change year-on-year +7.50% +5.26% -

JSON
Job Vacancy Trend in the South West

Job postings citing JSON as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for JSON in the South West

JSON
Salary Trend in the South West

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

Salary trend for JSON in the South West

JSON
Salary Histogram in the South West

The salary distribution of IT jobs citing JSON in the South West over the 6 months to 23 May 2019.

Salary histogram for JSON in the South West

JSON
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing JSON within the South West region over the 6 months to 23 May 2019. 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
Wiltshire +32 48 £62,500 +25.00% 1
Dorset +35 41 £40,000 +33.33% 1
Gloucestershire -32 40 £50,000 -
Bristol -31 36 £55,000 +29.41% 7
Somerset +31 33 £62,500 +38.89% 1
Devon +14 29 £37,500 +15.38%
Cornwall +34 2 £37,625 +13.58%
JSON
England

For the 6 months to 23 May 2019, 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 South West region with a requirement for JSON.

1 103 (45.37%) CSS
2 98 (43.17%) HTML
3 97 (42.73%) XML
4 93 (40.97%) JavaScript
5 85 (37.44%) Java
6 84 (37.00%) .NET
7 81 (35.68%) Software Engineering
8 79 (34.80%) SQL
9 77 (33.92%) Agile Software Development
10 74 (32.60%) Web Services
11 70 (30.84%) Finance
12 69 (30.40%) C#
13 55 (24.23%) RESTful
14 54 (23.79%) Microsoft Azure
15 53 (23.35%) Git (software)
16 51 (22.47%) Python
17 49 (21.59%) Amazon AWS
18 48 (21.15%) Linux
19 47 (20.70%) Problem-Solving
20 45 (19.82%) AngularJS
21 41 (18.06%) jQuery
22 40 (17.62%) Microsoft
23 38 (16.74%) Machine Learning
23 38 (16.74%) REST
24 37 (16.30%) SQL Server
25 35 (15.42%) ASP.NET
25 35 (15.42%) DevOps
26 33 (14.54%) Ajax
26 33 (14.54%) Web Development
27 32 (14.10%) TDD

JSON
Co-occurring IT Skills in the South West 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 25 (11.01%) Apache
1 25 (11.01%) CMS
2 16 (7.05%) Apache Spark
3 13 (5.73%) Joomla!
3 13 (5.73%) WordPress
4 9 (3.96%) JBoss
5 7 (3.08%) IIS
5 7 (3.08%) MS Exchange
6 5 (2.20%) Drupal
6 5 (2.20%) Oracle Service Bus
7 4 (1.76%) SharePoint
8 3 (1.32%) Oracle HTTP Server
8 3 (1.32%) Oracle SOA Suite
8 3 (1.32%) WebLogic
9 2 (0.88%) Confluence
9 2 (0.88%) Elasticsearch
9 2 (0.88%) SAS
10 1 (0.44%) Apache ServiceMix
10 1 (0.44%) Mule
10 1 (0.44%) Tomcat
Applications
1 11 (4.85%) Microsoft Office
2 4 (1.76%) GIMP
2 4 (1.76%) InVision
2 4 (1.76%) Photoshop
2 4 (1.76%) Sketch
3 2 (0.88%) Microsoft Excel
Business Applications
1 13 (5.73%) Magento
1 13 (5.73%) Payment Gateway
2 3 (1.32%) Oracle BPM
3 2 (0.88%) Dynamics CRM
Cloud Services
1 54 (23.79%) Microsoft Azure
2 49 (21.59%) Amazon AWS
3 13 (5.73%) npm
4 12 (5.29%) AWS CloudFormation
5 11 (4.85%) Amazon EC2
6 9 (3.96%) Amazon S3
6 9 (3.96%) IaaS
6 9 (3.96%) PaaS
7 7 (3.08%) Amazon ElastiCache
7 7 (3.08%) Dynamics 365
7 7 (3.08%) iPaaS
7 7 (3.08%) Route 53
7 7 (3.08%) SaaS
8 4 (1.76%) GitHub
8 4 (1.76%) OpenShift
8 4 (1.76%) Sage Pay
9 3 (1.32%) Cloud Computing
10 2 (0.88%) AWS Lambda
10 2 (0.88%) Google Cloud Platform
10 2 (0.88%) Virtual Private Cloud
Communications & Networking
1 28 (12.33%) HTTP
2 9 (3.96%) Reverse Proxy
3 8 (3.52%) Network Security
4 7 (3.08%) WAN
5 2 (0.88%) HTTPS
6 1 (0.44%) Firewall
6 1 (0.44%) SSL
6 1 (0.44%) TCP/IP
Database & Business Intelligence
1 37 (16.30%) SQL Server
2 27 (11.89%) NoSQL
3 26 (11.45%) MySQL
4 15 (6.61%) Neo4j
5 14 (6.17%) Big Data
5 14 (6.17%) Relational Database
6 10 (4.41%) Amazon RDS
6 10 (4.41%) MongoDB
7 8 (3.52%) Hadoop
8 7 (3.08%) Data Lake
9 6 (2.64%) CouchDB
9 6 (2.64%) RDBMS
10 5 (2.20%) Oracle Discoverer
11 4 (1.76%) Apache Cassandra
11 4 (1.76%) SQLite
12 3 (1.32%) Amazon DynamoDB
12 3 (1.32%) Data Warehouse
12 3 (1.32%) SQL Server Reporting Services
13 2 (0.88%) OLAP Cube
13 2 (0.88%) PowerPivot
Development Applications
1 53 (23.35%) Git (software)
2 19 (8.37%) Mercurial
3 16 (7.05%) Visual Studio
4 14 (6.17%) git-flow
4 14 (6.17%) Maven
5 13 (5.73%) Jenkins
6 12 (5.29%) JUnit
7 11 (4.85%) Team Foundation Server
8 9 (3.96%) Subversion
9 7 (3.08%) Gradle
9 7 (3.08%) JIRA
10 5 (2.20%) Atlassian Bamboo
10 5 (2.20%) Selenium
11 4 (1.76%) Ant
12 3 (1.32%) Babel
12 3 (1.32%) MSTest
12 3 (1.32%) Octopus Deploy
12 3 (1.32%) Visual Studio Team System
12 3 (1.32%) webpack
13 2 (0.88%) SonarQube
General
1 70 (30.84%) Finance
2 30 (13.22%) Marketing
3 22 (9.69%) Banking
4 16 (7.05%) Electronics
4 16 (7.05%) Manufacturing
4 16 (7.05%) Telecoms
5 15 (6.61%) Retail
6 1 (0.44%) Military
Job Titles
1 163 (71.81%) Developer
2 28 (12.33%) Senior Developer
3 24 (10.57%) Java Developer
4 22 (9.69%) .NET Developer
4 22 (9.69%) PHP Developer
5 20 (8.81%) C# Developer
6 18 (7.93%) Architect
7 17 (7.49%) Software Developer
7 17 (7.49%) Team Leader
7 17 (7.49%) Web Developer
8 16 (7.05%) Erlang Developer
8 16 (7.05%) Solutions Architect
9 15 (6.61%) Lead Developer
10 11 (4.85%) Analyst
11 10 (4.41%) C# .NET Developer
12 8 (3.52%) Data Engineer
12 8 (3.52%) Data Scientist
12 8 (3.52%) E-Commerce Developer
12 8 (3.52%) E-Commerce PHP Developer
13 7 (3.08%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 103 (45.37%) CSS
2 98 (43.17%) HTML
3 97 (42.73%) XML
4 84 (37.00%) .NET
5 74 (32.60%) Web Services
6 55 (24.23%) RESTful
7 45 (19.82%) AngularJS
8 41 (18.06%) jQuery
9 38 (16.74%) REST
10 35 (15.42%) ASP.NET
11 33 (14.54%) Ajax
12 29 (12.78%) Node.js
13 25 (11.01%) Spring
14 23 (10.13%) .NET Framework
14 23 (10.13%) React
15 22 (9.69%) SOAP
16 15 (6.61%) Natural Language Processing
16 15 (6.61%) Pandas
16 15 (6.61%) scikit-learn
16 15 (6.61%) Swagger
Miscellaneous
1 23 (10.13%) Analytical Skills
2 15 (6.61%) Algorithms
3 14 (6.17%) User Experience
4 12 (5.29%) Management Information System
5 5 (2.20%) Data Structures
6 4 (1.76%) Cybercrime
6 4 (1.76%) Data Centre
6 4 (1.76%) Graphic Design
6 4 (1.76%) Self-Motivation
6 4 (1.76%) Virtual Team
7 3 (1.32%) Cloud Native
7 3 (1.32%) Life Science
7 3 (1.32%) PKI
8 2 (0.88%) Enterprise Software
8 2 (0.88%) Foreign Exchange (FX)
8 2 (0.88%) Hybrid Cloud
8 2 (0.88%) Replication
8 2 (0.88%) RIA
8 2 (0.88%) Robotics
9 1 (0.44%) Social Media
Operating Systems
1 48 (21.15%) Linux
2 16 (7.05%) Android
3 15 (6.61%) Apple iOS
3 15 (6.61%) Unix
4 14 (6.17%) Windows
5 12 (5.29%) Ubuntu
6 4 (1.76%) CentOS
6 4 (1.76%) Windows Server
7 3 (1.32%) Red Hat Enterprise Linux
8 2 (0.88%) Debian
Processes & Methodologies
1 81 (35.68%) Software Engineering
2 77 (33.92%) Agile Software Development
3 47 (20.70%) Problem-Solving
4 38 (16.74%) Machine Learning
5 35 (15.42%) DevOps
6 33 (14.54%) Web Development
7 32 (14.10%) TDD
8 29 (12.78%) Continuous Integration
9 28 (12.33%) Analytics
10 26 (11.45%) Data Analytics
11 25 (11.01%) MVC
11 25 (11.01%) Unit Testing
12 24 (10.57%) Continuous Improvement
12 24 (10.57%) Integration Testing
12 24 (10.57%) SDLC
13 23 (10.13%) Cybersecurity
14 22 (9.69%) Test Automation
15 20 (8.81%) Coaching
16 19 (8.37%) Mentoring
16 19 (8.37%) Microservices
Programming Languages
1 93 (40.97%) JavaScript
2 85 (37.44%) Java
3 79 (34.80%) SQL
4 69 (30.40%) C#
5 51 (22.47%) Python
6 26 (11.45%) PHP
6 26 (11.45%) PowerShell
7 24 (10.57%) C++
8 22 (9.69%) Scala
8 22 (9.69%) Shell Script
9 20 (8.81%) Erlang
10 18 (7.93%) Bash Shell
10 18 (7.93%) C
10 18 (7.93%) TypeScript
11 15 (6.61%) Cypher
11 15 (6.61%) Java 8
12 14 (6.17%) Clojure
12 14 (6.17%) ES6
13 7 (3.08%) Groovy
14 4 (1.76%) T-SQL
Qualifications
1 32 (14.10%) Security Cleared
2 29 (12.78%) Degree
3 11 (4.85%) SC Cleared
4 7 (3.08%) DV Cleared
5 5 (2.20%) Computer Science Degree
6 2 (0.88%) AWS Certification
7 1 (0.44%) CCNA
7 1 (0.44%) Cisco Certification
7 1 (0.44%) CISSP
7 1 (0.44%) CompTIA Security+
7 1 (0.44%) GIAC
7 1 (0.44%) ISTQB
7 1 (0.44%) Linux+ Certification
7 1 (0.44%) MCSE
7 1 (0.44%) Microsoft Certification
7 1 (0.44%) Network+ Certification
7 1 (0.44%) SANS
7 1 (0.44%) SSCP
Quality Assurance & Compliance
1 14 (6.17%) Data Quality
1 14 (6.17%) HMG Infosec
1 14 (6.17%) HMG Security Policy Framework
1 14 (6.17%) JSP 440
1 14 (6.17%) QA
2 1 (0.44%) GDPR
2 1 (0.44%) ISO/IEC 27001
System Software
1 13 (5.73%) Docker
2 4 (1.76%) Active Directory
2 4 (1.76%) VMware Infrastructure
3 2 (0.88%) Virtual Machines
3 2 (0.88%) Xen
Systems Management
1 7 (3.08%) Ansible
2 6 (2.64%) Kubernetes
3 3 (1.32%) Enterprise Manager Cloud Control
4 2 (0.88%) Puppet
4 2 (0.88%) Terraform
5 1 (0.44%) CA Single Sign-On
5 1 (0.44%) HP ALM
5 1 (0.44%) Single Sign-On
Vendors
1 40 (17.62%) Microsoft
2 16 (7.05%) SAP
3 9 (3.96%) Oracle
4 6 (2.64%) Red Hat
5 4 (1.76%) Google
5 4 (1.76%) PayPal
5 4 (1.76%) Sage
5 4 (1.76%) VMware
5 4 (1.76%) WorldPay
6 3 (1.32%) Salesforce.com
6 3 (1.32%) Talend
7 2 (0.88%) Adobe
7 2 (0.88%) Atlassian
7 2 (0.88%) Black Duck
7 2 (0.88%) CA Agile Central
7 2 (0.88%) Dynatrace
7 2 (0.88%) Splunk
7 2 (0.88%) Tableau
7 2 (0.88%) Trillium
8 1 (0.44%) Xamarin