Period
to 14 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Cheltenham with a requirement for RESTful skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited RESTful over the 6 months to 14 November 2018 with a comparison to the same period in the previous 2 years.

RESTful
Gloucestershire > Cheltenham
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 22 67 83
Rank change year-on-year +45 +16 -
Permanent jobs citing RESTful 58 12 17
As % of all permanent IT jobs advertised in Cheltenham 9.12% 2.51% 2.03%
As % of the Libraries, Frameworks & Software Standards category 22.31% 4.80% 5.00%
Number of salaries quoted 61 15 15
Cheltenham median annual salary £55,000 £50,000 £60,000
Median salary % change year-on-year +10.00% -16.67% -
10th Percentile £41,250 £38,000 £39,500
90th Percentile £66,250 £61,250 £65,000
Gloucestershire median annual salary £55,000 £45,000 £50,000
% change year-on-year +22.22% -10.00% +44.93%

RESTful 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 Cheltenham with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Cheltenham
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 260 250 340
As % of all permanent IT jobs advertised in Cheltenham 40.88% 52.30% 40.62%
Number of salaries quoted 202 232 294
Cheltenham median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +12.50%
10th Percentile £31,300 £27,500 £31,000
90th Percentile £65,000 £57,500 £62,500
Gloucestershire median annual salary £45,500 £42,500 £42,500
% change year-on-year +7.06% - +1.19%

RESTful
Job Vacancy Trend in Cheltenham

Job postings citing RESTful as a percentage of all IT jobs advertised in Cheltenham.

Job vacancy trend for RESTful in Cheltenham

RESTful
Salary Trend in Cheltenham

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

Salary trend for RESTful in Cheltenham

RESTful
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing RESTful in Cheltenham over the 6 months to 14 November 2018.

Salary histogram for RESTful in Cheltenham

For the 6 months to 14 November 2018, IT jobs citing RESTful 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 Cheltenham region with a requirement for RESTful.

1 44 (75.86%) Java
2 35 (60.34%) Continuous Integration
3 32 (55.17%) Agile Software Development
4 28 (48.28%) MongoDB
5 26 (44.83%) Amazon AWS
6 25 (43.10%) Microservices
7 24 (41.38%) CSS
8 23 (39.66%) HTML
8 23 (39.66%) Big Data
9 22 (37.93%) Microsoft Azure
9 22 (37.93%) NoSQL
9 22 (37.93%) MVC
9 22 (37.93%) Retail
10 21 (36.21%) Artificial Intelligence
10 21 (36.21%) E-Commerce
10 21 (36.21%) Machine Learning
11 19 (32.76%) Node.js
12 18 (31.03%) SOAP
12 18 (31.03%) AngularJS
13 17 (29.31%) CSS3
13 17 (29.31%) D3.js
13 17 (29.31%) Backbone.js
13 17 (29.31%) HTML5
13 17 (29.31%) Amazon DynamoDB
13 17 (29.31%) React
14 15 (25.86%) Python
14 15 (25.86%) JavaScript
15 14 (24.14%) SDLC
15 14 (24.14%) Elasticsearch
16 13 (22.41%) Apache Spark

RESTful
Co-occurring IT Skills in Cheltenham 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 14 (24.14%) Elasticsearch
2 13 (22.41%) Apache Spark
3 2 (3.45%) MS Exchange
Cloud Services
1 26 (44.83%) Amazon AWS
2 22 (37.93%) Microsoft Azure
3 4 (6.90%) Amazon EC2
3 4 (6.90%) Amazon S3
3 4 (6.90%) AWS Lambda
3 4 (6.90%) Serverless
4 1 (1.72%) Amazon Kinesis
Communications & Networking
1 2 (3.45%) AMQP
2 1 (1.72%) Internet
2 1 (1.72%) TCP/IP
Database & Business Intelligence
1 28 (48.28%) MongoDB
2 23 (39.66%) Big Data
3 22 (37.93%) NoSQL
4 17 (29.31%) Amazon DynamoDB
5 13 (22.41%) Apache Cassandra
6 7 (12.07%) RDBMS
6 7 (12.07%) Relational Database
7 4 (6.90%) MySQL
8 2 (3.45%) SQL Server
8 2 (3.45%) SQL Server 2016
9 1 (1.72%) MariaDB
Development Applications
1 12 (20.69%) Jenkins
2 11 (18.97%) Atlassian Bamboo
2 11 (18.97%) Maven
2 11 (18.97%) Selenium
2 11 (18.97%) SoapUI
3 6 (10.34%) MSTest
3 6 (10.34%) NUnit
4 2 (3.45%) Git (software)
5 1 (1.72%) Eclipse
5 1 (1.72%) JIRA
5 1 (1.72%) PhpStorm
General
1 22 (37.93%) Retail
2 12 (20.69%) Electronics
2 12 (20.69%) Finance
2 12 (20.69%) Manufacturing
2 12 (20.69%) Marketing
2 12 (20.69%) Telecoms
Job Titles
1 30 (51.72%) Developer
2 22 (37.93%) Java Developer
3 19 (32.76%) Senior Developer
4 16 (27.59%) Senior Java Developer
5 12 (20.69%) Full Stack Developer
5 12 (20.69%) Software Engineer
6 11 (18.97%) Automation Engineer
6 11 (18.97%) QA Automation Engineer
6 11 (18.97%) QA Engineer
7 9 (15.52%) Lead Developer
7 9 (15.52%) Lead Java Developer
7 9 (15.52%) Senior Full Stack Developer
8 8 (13.79%) QA Leader
8 8 (13.79%) Senior Automation Engineer
8 8 (13.79%) Senior QA Engineer
9 6 (10.34%) .NET Software Engineer
9 6 (10.34%) C# Software Engineer
10 5 (8.62%) Java Engineer
10 5 (8.62%) Java Software Engineer
11 4 (6.90%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 24 (41.38%) CSS
2 23 (39.66%) HTML
3 19 (32.76%) Node.js
4 18 (31.03%) AngularJS
4 18 (31.03%) SOAP
5 17 (29.31%) Backbone.js
5 17 (29.31%) CSS3
5 17 (29.31%) D3.js
5 17 (29.31%) HTML5
5 17 (29.31%) React
6 13 (22.41%) Kafka
6 13 (22.41%) Spring
6 13 (22.41%) Spring MVC
7 11 (18.97%) jQuery
8 8 (13.79%) .NET
8 8 (13.79%) ASP.NET
8 8 (13.79%) ASP.NET MVC
9 7 (12.07%) Web Services
9 7 (12.07%) WPF
9 7 (12.07%) XML
Miscellaneous
1 6 (10.34%) Self-Motivation
2 2 (3.45%) Cyber Defence
2 2 (3.45%) Greenfield Project
3 1 (1.72%) Digital TV
Operating Systems
1 1 (1.72%) Linux
Processes & Methodologies
1 35 (60.34%) Continuous Integration
2 32 (55.17%) Agile Software Development
3 25 (43.10%) Microservices
4 22 (37.93%) MVC
5 21 (36.21%) Artificial Intelligence
5 21 (36.21%) E-Commerce
5 21 (36.21%) Machine Learning
6 14 (24.14%) SDLC
7 13 (22.41%) Software Engineering
8 12 (20.69%) Business Intelligence
8 12 (20.69%) Digital Marketing
8 12 (20.69%) Programme Management
9 11 (18.97%) DevOps
9 11 (18.97%) QA Automation
9 11 (18.97%) Test Automation
10 9 (15.52%) OO
11 7 (12.07%) API Integration
11 7 (12.07%) Continuous Deployment
12 6 (10.34%) MVVM
12 6 (10.34%) Software Delivery
Programming Languages
1 44 (75.86%) Java
2 15 (25.86%) JavaScript
2 15 (25.86%) Python
3 10 (17.24%) C#
4 7 (12.07%) SQL
5 6 (10.34%) PL/SQL
5 6 (10.34%) T-SQL
6 2 (3.45%) C++
7 1 (1.72%) C
7 1 (1.72%) PHP
7 1 (1.72%) Ruby
Quality Assurance & Compliance
1 11 (18.97%) QA
System Software
1 1 (1.72%) Docker
Vendors
1 12 (20.69%) SAP
2 2 (3.45%) Microsoft