Period
to 23 October 2019

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

RESTful
North West > Cheshire
6 months to
23 Oct 2019
Same period 2018 Same period 2017
Rank 50 94 49
Rank change year-on-year +44 -45 +71
Permanent jobs citing RESTful 88 70 153
As % of all permanent IT jobs advertised in Cheshire 5.15% 2.62% 5.37%
As % of the Libraries, Frameworks & Software Standards category 11.83% 7.63% 13.24%
Number of salaries quoted 50 63 128
Cheshire median annual salary £42,500 £53,500 £42,500
Median salary % change year-on-year -20.56% +25.88% -5.56%
10th Percentile £26,750 £32,500 £35,000
90th Percentile £52,500 £62,500 £68,750
North West median annual salary £48,000 £50,000 £42,500
% change year-on-year -4.00% +17.65% -

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

All Software Libraries and Frameworks
Cheshire
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 744 917 1,156
As % of all permanent IT jobs advertised in Cheshire 43.51% 34.28% 40.56%
Number of salaries quoted 597 755 960
Cheshire median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.56% +5.88% +13.33%
10th Percentile £28,750 £27,500 £27,500
90th Percentile £60,000 £65,000 £59,250
North West median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

RESTful
Job Vacancy Trend in Cheshire

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

Job vacancy trend for RESTful in Cheshire

RESTful
Salary Trend in Cheshire

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

Salary trend for RESTful in Cheshire

RESTful
Salary Histogram in Cheshire

The salary distribution of IT jobs citing RESTful in Cheshire over the 6 months to 23 October 2019.

Salary histogram for RESTful in Cheshire

RESTful
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing RESTful within the Cheshire region over the 6 months to 23 October 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
Warrington +27 24 £45,000 -18.18% 3
Chester -17 10 £41,250 -8.33% 1
Knutsford +33 8 - - 2
Daresbury - 6 - -
Crewe -17 5 £40,000 +11.11% 7
Wilmslow +21 4 £45,000 -12.20% 1
Northwich -4 2 £42,500 -8.11% 2
Macclesfield -8 1 £45,000 +24.14%
Sandbach - 1 £47,500 -
RESTful
North West

For the 6 months to 23 October 2019, 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 Cheshire region with a requirement for RESTful.

1 37 (42.05%) GitHub
1 37 (42.05%) DevOps
2 34 (38.64%) MVC
2 34 (38.64%) JSON
3 32 (36.36%) Linux
4 31 (35.23%) .NET
4 31 (35.23%) Git (software)
5 30 (34.09%) Jenkins
6 29 (32.95%) C#
6 29 (32.95%) XML
7 27 (30.68%) HTML
8 26 (29.55%) AWS
8 26 (29.55%) Docker
9 24 (27.27%) JavaScript
9 24 (27.27%) CSS
9 24 (27.27%) Web Services
9 24 (27.27%) API Design
10 23 (26.14%) AWS Lambda
10 23 (26.14%) Terraform
10 23 (26.14%) Datadog
10 23 (26.14%) AWS Elastic Beanstalk
10 23 (26.14%) Amazon DynamoDB
10 23 (26.14%) Amazon RDS
10 23 (26.14%) Ansible
10 23 (26.14%) Big Data
10 23 (26.14%) Slack
10 23 (26.14%) Linux Command Line
10 23 (26.14%) Serverless
10 23 (26.14%) Shell Script
10 23 (26.14%) Python

RESTful
Co-occurring IT Skills in Cheshire 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 12 (13.64%) CMS
2 8 (9.09%) WordPress
3 4 (4.55%) Umbraco
Business Applications
1 3 (3.41%) Payment Gateway
2 2 (2.27%) Dynamics NAV
Cloud Services
1 37 (42.05%) GitHub
2 26 (29.55%) AWS
3 23 (26.14%) Amazon EC2
3 23 (26.14%) Amazon S3
3 23 (26.14%) Amazon SQS
3 23 (26.14%) AWS Elastic Beanstalk
3 23 (26.14%) AWS Lambda
3 23 (26.14%) Datadog
3 23 (26.14%) Serverless
3 23 (26.14%) Slack
4 11 (12.50%) Azure
5 8 (9.09%) Asana
6 5 (5.68%) TestFlight
7 3 (3.41%) SaaS
8 1 (1.14%) IaaS
8 1 (1.14%) PaaS
Database & Business Intelligence
1 23 (26.14%) Amazon DynamoDB
1 23 (26.14%) Amazon RDS
1 23 (26.14%) Big Data
2 22 (25.00%) SQL Server
3 15 (17.05%) MySQL
4 3 (3.41%) Azure SQL Database
4 3 (3.41%) NoSQL
5 2 (2.27%) Redis
6 1 (1.14%) MongoDB
6 1 (1.14%) Oracle Database
6 1 (1.14%) Oracle Database 12c
6 1 (1.14%) Relational Database
6 1 (1.14%) SQL Server Integration Services
6 1 (1.14%) SQL Server Reporting Services
Development Applications
1 31 (35.23%) Git (software)
2 30 (34.09%) Jenkins
3 11 (12.50%) JIRA
4 10 (11.36%) Bitbucket
5 9 (10.23%) GitLab
6 5 (5.68%) Xcode
7 4 (4.55%) SonarQube
8 3 (3.41%) Mercurial
8 3 (3.41%) Octopus Deploy
8 3 (3.41%) TeamCity
9 2 (2.27%) NUnit
9 2 (2.27%) PHPUnit
9 2 (2.27%) Selenium
9 2 (2.27%) Team Foundation Server
10 1 (1.14%) Eclipse
10 1 (1.14%) Gradle
10 1 (1.14%) IntelliJ
10 1 (1.14%) Oracle APEX
10 1 (1.14%) Subversion
General
1 10 (11.36%) Marketing
2 5 (5.68%) Finance
3 2 (2.27%) Banking
3 2 (2.27%) Retail
Job Titles
1 78 (88.64%) Developer
2 25 (28.41%) .NET Developer
3 23 (26.14%) Python Developer
4 15 (17.05%) PHP Developer
5 10 (11.36%) Senior Developer
6 8 (9.09%) Mid-Level PHP Developer
7 6 (6.82%) Senior .NET Developer
7 6 (6.82%) Software Engineer
8 5 (5.68%) iOS Developer
9 4 (4.55%) .NET Programmer
9 4 (4.55%) .NET Web Developer
9 4 (4.55%) C# .NET Developer
9 4 (4.55%) C# Developer
9 4 (4.55%) C# Programmer
9 4 (4.55%) Programmer
9 4 (4.55%) Senior Software Developer
9 4 (4.55%) Software Developer
9 4 (4.55%) Web Developer
10 3 (3.41%) Java Software Engineer
10 3 (3.41%) Mid-Level .NET Developer
Libraries, Frameworks & Software Standards
1 34 (38.64%) JSON
2 31 (35.23%) .NET
3 29 (32.95%) XML
4 27 (30.68%) HTML
5 24 (27.27%) CSS
5 24 (27.27%) Web Services
6 22 (25.00%) AngularJS
7 17 (19.32%) ASP.NET Web API
7 17 (19.32%) React
8 13 (14.77%) Laravel
9 11 (12.50%) .NET Framework
9 11 (12.50%) Entity Framework
9 11 (12.50%) REST
10 10 (11.36%) .NET Core
10 10 (11.36%) LAMP
11 9 (10.23%) LEMP Stack
12 8 (9.09%) ASP.NET
12 8 (9.09%) Tailwind CSS
13 7 (7.95%) HTML5
14 6 (6.82%) CSS3
Miscellaneous
1 23 (26.14%) Linux Command Line
2 5 (5.68%) Greenfield Project
3 4 (4.55%) NHS
3 4 (4.55%) User Experience
4 3 (3.41%) EPoS
5 2 (2.27%) Mobile App
5 2 (2.27%) Self-Motivation
6 1 (1.14%) Animation
6 1 (1.14%) Mobile Banking
Operating Systems
1 32 (36.36%) Linux
2 9 (10.23%) Mac OS
3 6 (6.82%) Apple iOS
4 1 (1.14%) Android
Processes & Methodologies
1 37 (42.05%) DevOps
2 34 (38.64%) MVC
3 24 (27.27%) API Design
4 23 (26.14%) Multithreading
5 22 (25.00%) OOP
6 21 (23.86%) TDD
7 20 (22.73%) Agile Software Development
8 16 (18.18%) OO
9 14 (15.91%) Unit Testing
10 12 (13.64%) Microservices
11 9 (10.23%) API Integration
11 9 (10.23%) MVVM
11 9 (10.23%) OO PHP
11 9 (10.23%) SDLC
12 8 (9.09%) Migration
13 6 (6.82%) Collaborative Working
13 6 (6.82%) iOS Development
13 6 (6.82%) Software Engineering
13 6 (6.82%) Web Development
14 5 (5.68%) BDD
Programming Languages
1 29 (32.95%) C#
2 24 (27.27%) JavaScript
3 23 (26.14%) Python
3 23 (26.14%) Shell Script
4 15 (17.05%) PHP
4 15 (17.05%) SQL
5 8 (9.09%) Java
6 7 (7.95%) Apple Swift
7 4 (4.55%) C
7 4 (4.55%) Groovy
8 3 (3.41%) T-SQL
8 3 (3.41%) TypeScript
9 2 (2.27%) Objective-C
9 2 (2.27%) VB.NET
10 1 (1.14%) Apex Code
10 1 (1.14%) ES6
10 1 (1.14%) PL/SQL
Qualifications
1 2 (2.27%) Computer Science Degree
1 2 (2.27%) Degree
Quality Assurance & Compliance
1 2 (2.27%) QA
2 1 (1.14%) Data Quality
System Software
1 26 (29.55%) Docker
Systems Management
1 23 (26.14%) Ansible
1 23 (26.14%) Terraform
2 1 (1.14%) Kubernetes
Vendors
1 15 (17.05%) Microsoft
2 9 (10.23%) Salesforce.com
3 8 (9.09%) Marketo
3 8 (9.09%) Pardot
4 4 (4.55%) Google
5 1 (1.14%) Oracle
5 1 (1.14%) Zend