Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 16 October 2021

The following table provides summary statistics for permanent job vacancies advertised in the Midlands 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 16 October 2021 with a comparison to the same period in the previous 2 years.

RESTful
England > Midlands
6 months to
16 Oct 2021		 Same period 2020 Same period 2019
Rank 96 78 122
Rank change year-on-year -18 +44 -22
Permanent jobs citing RESTful 329 138 280
As % of all permanent jobs advertised in the Midlands 3.14% 3.52% 2.48%
As % of the Libraries, Frameworks & Software Standards category 9.71% 9.11% 7.69%
Number of salaries quoted 206 99 236
10th Percentile £31,250 £22,500 £31,250
25th Percentile £37,500 £31,500 £35,000
Median annual salary (50th Percentile) £45,000 £45,000 £45,000
75th Percentile £61,250 £53,750 £60,000
90th Percentile £68,750 £59,000 £75,000
England median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% +8.49%

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

All Software Libraries and Frameworks
Midlands
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 3,389 1,515 3,639
As % of all permanent IT jobs advertised in the Midlands 32.31% 38.60% 32.24%
Number of salaries quoted 2,528 1,250 3,153
10th Percentile £31,250 £30,000 £27,500
25th Percentile £37,500 £35,000 £33,750
Median annual salary (50th Percentile) £50,000 £45,000 £44,500
Median % change year-on-year +11.11% +1.12% +4.71%
75th Percentile £62,500 £57,500 £54,299
90th Percentile £74,750 £65,000 £65,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

RESTful
Job Vacancy Trend in the Midlands

Job postings citing RESTful as a proportion of all IT jobs advertised in the Midlands.

Job vacancy trend for RESTful in the Midlands

RESTful
Salary Trend in the Midlands

3-month moving average salary quoted in jobs citing RESTful in the Midlands.

Salary trend for RESTful in the Midlands

RESTful
Salary Histogram in the Midlands

Salary distribution for jobs citing RESTful in the Midlands over the 6 months to 16 October 2021.

Salary histogram for RESTful in the Midlands

RESTful
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing RESTful within the Midlands region over the 6 months to 16 October 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
West Midlands -33 183 £45,000 +5.88% 49
East Midlands -8 128 £47,000 -3.59% 26
RESTful
England

For the 6 months to 16 October 2021, 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 Midlands region with a requirement for RESTful.

1 199 (60.49%) Agile Software Development
2 140 (42.55%) JavaScript
3 117 (35.56%) .NET
3 117 (35.56%) CSS
4 116 (35.26%) C#
4 116 (35.26%) HTML
5 108 (32.83%) SQL
5 108 (32.83%) Azure
6 105 (31.91%) DevOps
7 100 (30.40%) Git (software)
8 93 (28.27%) Java
9 90 (27.36%) React
10 86 (26.14%) Microservices
11 81 (24.62%) AngularJS
12 76 (23.10%) QA
13 75 (22.80%) Front End Development
14 74 (22.49%) NoSQL
15 72 (21.88%) AWS
16 70 (21.28%) Scrum
17 69 (20.97%) MVC
17 69 (20.97%) Web Services
17 69 (20.97%) Software Engineering
18 64 (19.45%) TDD
19 63 (19.15%) User Experience
20 62 (18.84%) HTML5
21 60 (18.24%) .NET Core
22 56 (17.02%) Python
23 50 (15.20%) Test Automation
24 48 (14.59%) Mobile App
24 48 (14.59%) Full Stack Development

RESTful
Co-occurring IT Skills in the Midlands 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 13 (3.95%) Apache
2 10 (3.04%) Apache Solr
3 9 (2.74%) nginx
4 8 (2.43%) CMS
5 7 (2.13%) OpenStack
6 6 (1.82%) Confluence
6 6 (1.82%) SharePoint
6 6 (1.82%) Umbraco
7 4 (1.22%) Elasticsearch
7 4 (1.22%) WordPress
8 3 (0.91%) WebSphere
9 2 (0.61%) WebSphere Application Server
10 1 (0.30%) Appian
10 1 (0.30%) FileNet
10 1 (0.30%) GlassFish
10 1 (0.30%) JBoss
10 1 (0.30%) Jupyter
Applications
1 5 (1.52%) Microsoft Office
2 2 (0.61%) Adobe Creative Suite
2 2 (0.61%) Zeplin
3 1 (0.30%) Figma
3 1 (0.30%) Photoshop
Business Applications
1 6 (1.82%) Oracle BPM
2 3 (0.91%) SAP CO
2 3 (0.91%) SAP ERP
2 3 (0.91%) SAP FI
2 3 (0.91%) SAP FI/CO
3 2 (0.61%) NetSuite
4 1 (0.30%) IBM Operational Decision Manager
Cloud Services
1 108 (32.83%) Azure
2 72 (21.88%) AWS
3 46 (13.98%) SaaS
4 35 (10.64%) GitHub
5 26 (7.90%) Azure Cosmos DB
6 19 (5.78%) Serverless
7 12 (3.65%) Amazon CloudWatch
7 12 (3.65%) AWS Lambda
7 12 (3.65%) GCP
8 11 (3.34%) Amazon S3
9 10 (3.04%) Datadog
10 8 (2.43%) npm
10 8 (2.43%) Power Platform
11 6 (1.82%) Cloud Computing
11 6 (1.82%) Firebase
11 6 (1.82%) GitHub Actions
11 6 (1.82%) Microsoft 365
11 6 (1.82%) NuGet
12 5 (1.52%) Azure Service Bus
13 4 (1.22%) OpenShift
Communications & Networking
1 16 (4.86%) HTTP
2 8 (2.43%) Internet
3 7 (2.13%) TCP/IP
4 6 (1.82%) DNS
4 6 (1.82%) SMTP
5 2 (0.61%) Bluetooth
5 2 (0.61%) Firewall
5 2 (0.61%) MQTT
5 2 (0.61%) SSL
6 1 (0.30%) HTTPS
6 1 (0.30%) Kerberos
Database & Business Intelligence
1 74 (22.49%) NoSQL
2 39 (11.85%) SQL Server
3 33 (10.03%) Relational Database
4 27 (8.21%) MongoDB
5 23 (6.99%) MySQL
6 21 (6.38%) Amazon DynamoDB
7 13 (3.95%) Redis
8 11 (3.34%) PostgreSQL
9 10 (3.04%) Amazon Redshift
10 6 (1.82%) Couchbase
10 6 (1.82%) Hadoop
10 6 (1.82%) Hazelcast
10 6 (1.82%) InterSystems Cache
11 3 (0.91%) SAP BW
12 2 (0.61%) BusinessObjects
12 2 (0.61%) DB2
12 2 (0.61%) Oracle Database
13 1 (0.30%) OLAP
13 1 (0.30%) SQL Server 2016
Development Applications
1 100 (30.40%) Git (software)
2 36 (10.94%) Postman
3 35 (10.64%) JMeter
4 33 (10.03%) Jenkins
4 33 (10.03%) TeamCity
5 29 (8.81%) GitLab
6 26 (7.90%) REST Assured
7 25 (7.60%) Newman
7 25 (7.60%) Octopus Deploy
8 24 (7.29%) JIRA
9 21 (6.38%) Selenium
10 19 (5.78%) JUnit
11 16 (4.86%) Visual Studio
12 13 (3.95%) fastlane
13 11 (3.34%) PHPUnit
13 11 (3.34%) Team Foundation Server
14 9 (2.74%) Bitbucket
14 9 (2.74%) git-flow
15 6 (1.82%) Codeship
15 6 (1.82%) Mocha
General
1 43 (13.07%) Finance
2 41 (12.46%) Social Skills
3 7 (2.13%) Inclusion and Diversity
3 7 (2.13%) Law
4 6 (1.82%) Marketing
4 6 (1.82%) Retail
5 5 (1.52%) Analytical Skills
6 4 (1.22%) Manufacturing
6 4 (1.22%) Presentation Skills
7 3 (0.91%) Organisational Skills
8 2 (0.61%) Banking
8 2 (0.61%) Electronics
8 2 (0.61%) Influencing Skills
8 2 (0.61%) Investment Banking
9 1 (0.30%) Games
9 1 (0.30%) Pharmaceutical
9 1 (0.30%) Police
9 1 (0.30%) Public Speaking
9 1 (0.30%) Swedish Language
Job Titles
1 205 (62.31%) Developer
2 70 (21.28%) Front End Developer (Client-Side Developer)
3 64 (19.45%) Senior Developer
4 43 (13.07%) Software Developer
5 42 (12.77%) Senior Front-End Developer
5 42 (12.77%) Software Engineer
6 27 (8.21%) .NET Developer
6 27 (8.21%) Analyst
7 26 (7.90%) Test Analyst
8 25 (7.60%) Automation Test Analyst
9 22 (6.69%) PHP Developer
10 20 (6.08%) Full Stack Developer
11 16 (4.86%) Applications Developer
12 15 (4.56%) Java Developer
12 15 (4.56%) Mobile Applications Developer
13 13 (3.95%) C# Developer
13 13 (3.95%) Mobile Developer
14 12 (3.65%) Java Engineer
14 12 (3.65%) Java Software Engineer
15 11 (3.34%) .NET Software Developer
Libraries, Frameworks & Software Standards
1 117 (35.56%) .NET
1 117 (35.56%) CSS
2 116 (35.26%) HTML
3 90 (27.36%) React
4 81 (24.62%) AngularJS
5 69 (20.97%) Web Services
6 62 (18.84%) HTML5
7 60 (18.24%) .NET Core
8 35 (10.64%) .NET Framework
8 35 (10.64%) JSON
9 34 (10.33%) jQuery
10 33 (10.03%) Django
11 32 (9.73%) ASP.NET
11 32 (9.73%) Spring
11 32 (9.73%) XML
12 24 (7.29%) Redux
13 21 (6.38%) ASP.NET MVC
14 18 (5.47%) REST
14 18 (5.47%) Twitter Bootstrap
14 18 (5.47%) Vue.js
Miscellaneous
1 63 (19.15%) User Experience
2 48 (14.59%) Mobile App
3 39 (11.85%) Self-Motivation
4 17 (5.17%) Greenfield Project
5 11 (3.34%) Driving Licence
5 11 (3.34%) e-Learning
5 11 (3.34%) Enterprise Software
6 10 (3.04%) Algorithms
6 10 (3.04%) e-Health
7 8 (2.43%) Data Structures
7 8 (2.43%) NHS
7 8 (2.43%) Public Cloud
7 8 (2.43%) Tandem
8 7 (2.13%) Cloud Native
9 5 (1.52%) Management Information System
10 4 (1.22%) Client/Server
10 4 (1.22%) Legacy Code
11 3 (0.91%) Legacy Systems
12 2 (0.61%) PMI
12 2 (0.61%) Wiki
Operating Systems
1 24 (7.29%) Linux
2 15 (4.56%) Apple iOS
3 14 (4.26%) Android
4 13 (3.95%) Windows
5 12 (3.65%) Unix
6 5 (1.52%) Mac OS
7 1 (0.30%) CentOS
7 1 (0.30%) Red Hat Enterprise Linux
Processes & Methodologies
1 199 (60.49%) Agile Software Development
2 105 (31.91%) DevOps
3 86 (26.14%) Microservices
4 75 (22.80%) Front End Development
5 70 (21.28%) Scrum
6 69 (20.97%) MVC
6 69 (20.97%) Software Engineering
7 64 (19.45%) TDD
8 50 (15.20%) Test Automation
9 48 (14.59%) Full Stack Development
10 37 (11.25%) Problem-Solving
11 32 (9.73%) OO
12 31 (9.42%) SDLC
13 30 (9.12%) BDD
13 30 (9.12%) OOP
13 30 (9.12%) Unit Testing
14 29 (8.81%) API Design
14 29 (8.81%) Mentoring
15 25 (7.60%) Integration Testing
15 25 (7.60%) Performance Testing
Programming Languages
1 140 (42.55%) JavaScript
2 116 (35.26%) C#
3 108 (32.83%) SQL
4 93 (28.27%) Java
5 56 (17.02%) Python
6 34 (10.33%) PHP
7 22 (6.69%) TypeScript
8 17 (5.17%) Apple Swift
8 17 (5.17%) Java 8
9 15 (4.56%) Objective-C
10 13 (3.95%) VB.NET
11 10 (3.04%) XAML
12 9 (2.74%) C++
12 9 (2.74%) T-SQL
13 8 (2.43%) ES6
13 8 (2.43%) VB
14 7 (2.13%) ES7
14 7 (2.13%) Groovy
15 5 (1.52%) PowerShell
15 5 (1.52%) Ruby
Qualifications
1 32 (9.73%) Degree
2 25 (7.60%) SC Cleared
2 25 (7.60%) Security Cleared
3 11 (3.34%) Computer Science Degree
4 2 (0.61%) HND
4 2 (0.61%) PMI Certification
5 1 (0.30%) ISTQB
5 1 (0.30%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 76 (23.10%) QA
2 7 (2.13%) Accessibility
System Software
1 36 (10.94%) Docker
2 2 (0.61%) Active Directory
2 2 (0.61%) Virtual Machines
Systems Management
1 41 (12.46%) Kubernetes
2 15 (4.56%) Terraform
3 6 (1.82%) Single Sign-On
4 3 (0.91%) Grafana
4 3 (0.91%) Prometheus
5 2 (0.61%) Ansible
5 2 (0.61%) Kibana
6 1 (0.30%) Opscode Chef
Vendors
1 42 (12.77%) Microsoft
2 11 (3.34%) Oracle
3 10 (3.04%) Google
3 10 (3.04%) Rackspace
3 10 (3.04%) Xamarin
4 6 (1.82%) InterSystems
5 5 (1.52%) Facebook
5 5 (1.52%) Salesforce.com
5 5 (1.52%) SAP
6 4 (1.22%) Apple
6 4 (1.22%) IBM
7 3 (0.91%) Adobe
7 3 (0.91%) Atlassian
7 3 (0.91%) Okta
8 2 (0.61%) Dell
8 2 (0.61%) JD Edwards
8 2 (0.61%) ServiceNow
8 2 (0.61%) UiPath
9 1 (0.30%) Red Hat
9 1 (0.30%) YouTube