Period
to 21 September 2019

The following table provides summary statistics for permanent job vacancies with a requirement for Swagger skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Swagger over the 6 months to 21 September 2019 with a comparison to the same period in the previous 2 years.

Swagger
UK
6 months to
21 Sep 2019
Same period 2018 Same period 2017
Rank 666 930 1050
Rank change year-on-year +264 +120 +148
Permanent jobs citing Swagger 461 258 147
As % of all permanent IT jobs advertised in the UK 0.33% 0.15% 0.083%
As % of the Libraries, Frameworks & Software Standards category 0.88% 0.38% 0.21%
Number of salaries quoted 315 213 113
UK median annual salary £60,000 £55,000 £65,000
Median salary % change year-on-year +9.09% -15.38% +4.00%
10th Percentile £40,000 £36,350 £41,250
90th Percentile £97,500 £76,250 £107,000
UK excluding London median annual salary £54,780 £45,000 £44,250
% change year-on-year +21.73% +1.69% -26.25%

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

All Software Libraries and Frameworks
UK
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 52,427 67,024 71,085
As % of all permanent IT jobs advertised in the UK 37.37% 40.02% 40.23%
Number of salaries quoted 42,957 55,561 58,810
UK median annual salary £52,500 £50,000 £48,000
Median salary % change year-on-year +5.00% +4.17% +1.05%
10th Percentile £32,323 £31,250 £29,000
90th Percentile £87,500 £82,500 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +2.41%

Swagger
Job Vacancy Trend

Job postings citing Swagger as a percentage of all IT jobs advertised.

Job vacancy trend for Swagger in the UK

Swagger
Salary Trend

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

Salary trend for Swagger in the UK

Swagger
Salary Histogram

The salary distribution of IT jobs citing Swagger over the 6 months to 21 September 2019.

Salary histogram for Swagger in the UK

Swagger
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Swagger within the UK over the 6 months to 21 September 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
England +278 433 £62,203 +24.41% 33
UK excluding London +188 272 £54,780 +21.73% 23
London +149 183 £77,500 +24.00% 16
North of England +143 134 £45,000 -5.26% 10
North West +133 116 £45,000 -5.26% 3
South East +82 78 £60,000 +33.33% 4
Midlands +43 15 £46,250 +20.13% 1
East of England +66 14 £52,500 +27.27% 2
Scotland +15 11 £47,500 -26.92% 6
North East - 10 £54,559 -
Northern Ireland -1 9 £60,000 +44.58%
South West -13 9 £50,000 +25.00%
West Midlands +39 8 £42,500 -10.53% 1
Yorkshire -4 8 £46,500 +22.37% 7
East Midlands +24 4 £53,750 +41.45%
Wales -14 2 - -

For the 6 months to 21 September 2019, IT jobs citing Swagger 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 with a requirement for Swagger.

1 283 (61.39%) Agile Software Development
2 209 (45.34%) Java
3 198 (42.95%) Software Engineering
4 191 (41.43%) Microservices
5 176 (38.18%) C#
6 152 (32.97%) SQL
7 149 (32.32%) JavaScript
8 148 (32.10%) TDD
9 144 (31.24%) Git (software)
10 134 (29.07%) REST
11 131 (28.42%) Test Automation
12 129 (27.98%) Spring
13 120 (26.03%) .NET
14 117 (25.38%) Docker
15 115 (24.95%) RESTful
16 112 (24.30%) Azure
17 109 (23.64%) AWS
18 104 (22.56%) Problem-Solving
19 99 (21.48%) Finance
19 99 (21.48%) Scrum
20 98 (21.26%) Python
21 96 (20.82%) AngularJS
22 87 (18.87%) Sage
23 84 (18.22%) JSON
24 82 (17.79%) DevOps
25 79 (17.14%) BDD
26 77 (16.70%) Degree
26 77 (16.70%) Web Services
26 77 (16.70%) Spring Boot
27 76 (16.49%) Node.js

Swagger
Co-occurring IT Skills 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 26 (5.64%) Apache Spark
2 24 (5.21%) Hyperledger
3 23 (4.99%) Confluence
4 18 (3.90%) Elasticsearch
5 12 (2.60%) nginx
5 12 (2.60%) SAS
6 11 (2.39%) SharePoint
7 9 (1.95%) Tomcat
8 7 (1.52%) CMS
9 6 (1.30%) Camunda
9 6 (1.30%) Umbraco
10 5 (1.08%) Anypoint
10 5 (1.08%) Apache
10 5 (1.08%) Drupal
10 5 (1.08%) JBoss
11 4 (0.87%) Cloud Foundry
11 4 (0.87%) Mule ESB
11 4 (0.87%) WebSphere
12 3 (0.65%) Mule
13 2 (0.43%) IIS
Business Applications
1 1 (0.22%) NetSuite
Cloud Services
1 112 (24.30%) Azure
2 109 (23.64%) AWS
3 42 (9.11%) SaaS
4 34 (7.38%) Serverless
5 33 (7.16%) GitHub
6 30 (6.51%) Amazon S3
7 29 (6.29%) Amazon EC2
8 28 (6.07%) Amazon SQS
9 24 (5.21%) AWS Lambda
10 21 (4.56%) Amazon ECS
10 21 (4.56%) GCP
11 17 (3.69%) Apigee
11 17 (3.69%) AWS Fargate
11 17 (3.69%) PaaS
12 9 (1.95%) AWS CloudFormation
12 9 (1.95%) Sage Pay
13 8 (1.74%) npm
13 8 (1.74%) OpenShift
14 7 (1.52%) Power Platform
14 7 (1.52%) PowerApps
Communications & Networking
1 6 (1.30%) Internet
2 5 (1.08%) AMQP
2 5 (1.08%) HTTPS
2 5 (1.08%) TCP/IP
3 1 (0.22%) NAS
3 1 (0.22%) SAN
Database & Business Intelligence
1 66 (14.32%) MongoDB
2 62 (13.45%) SQL Server
3 50 (10.85%) NoSQL
4 44 (9.54%) MySQL
5 38 (8.24%) PostgreSQL
6 29 (6.29%) Big Data
6 29 (6.29%) Hadoop
7 28 (6.07%) Apache Cassandra
8 25 (5.42%) Redis
9 24 (5.21%) Blockchain
9 24 (5.21%) Relational Database
10 10 (2.17%) Amazon RDS
11 8 (1.74%) Amazon Redshift
12 7 (1.52%) Azure SQL Database
12 7 (1.52%) Power BI
12 7 (1.52%) SQL Server 2012
13 6 (1.30%) Hazelcast
14 5 (1.08%) Amazon DynamoDB
14 5 (1.08%) SQL Server Reporting Services
15 4 (0.87%) DB2
Development Applications
1 144 (31.24%) Git (software)
2 75 (16.27%) Selenium
3 69 (14.97%) Jenkins
4 58 (12.58%) Cucumber
5 51 (11.06%) JIRA
6 42 (9.11%) SpecFlow
7 40 (8.68%) JUnit
8 39 (8.46%) Bitbucket
9 36 (7.81%) GitLab
10 33 (7.16%) WebDriver
11 29 (6.29%) Maven
12 22 (4.77%) Visual Studio
13 20 (4.34%) Visual Studio Team System
14 19 (4.12%) SoapUI
15 18 (3.90%) JMeter
15 18 (3.90%) TestRail
16 16 (3.47%) FitNesse
17 13 (2.82%) Jasmine
17 13 (2.82%) Octopus Deploy
17 13 (2.82%) TeamCity
General
1 99 (21.48%) Finance
2 33 (7.16%) Public Sector
3 28 (6.07%) Banking
4 17 (3.69%) Marketing
4 17 (3.69%) Telecoms
5 14 (3.04%) Manufacturing
6 12 (2.60%) Electronics
7 10 (2.17%) Front Office
8 7 (1.52%) Retail
9 6 (1.30%) Investment Banking
10 4 (0.87%) Billing
10 4 (0.87%) Financial Institution
11 2 (0.43%) Games
12 1 (0.22%) Advertising
12 1 (0.22%) Law
12 1 (0.22%) Online Betting
Job Titles
1 211 (45.77%) Developer
2 107 (23.21%) Software Engineer
3 66 (14.32%) Java Developer
3 66 (14.32%) Senior Developer
4 61 (13.23%) Senior Software Engineer
5 28 (6.07%) Front End Developer (Client-Side Developer)
6 27 (5.86%) C# Developer
6 27 (5.86%) Senior Java Developer
7 26 (5.64%) Java Engineer
8 25 (5.42%) Java Software Engineer
9 24 (5.21%) QA Engineer
10 22 (4.77%) Lead Developer
11 21 (4.56%) Backend Developer
12 19 (4.12%) Team Leader
13 18 (3.90%) Python Developer
14 17 (3.69%) Full Stack Developer
15 16 (3.47%) Lead Software Engineer
15 16 (3.47%) Senior Java Engineer
15 16 (3.47%) Senior Java Software Engineer
15 16 (3.47%) Software Developer
Libraries, Frameworks & Software Standards
1 134 (29.07%) REST
2 129 (27.98%) Spring
3 120 (26.03%) .NET
4 115 (24.95%) RESTful
5 96 (20.82%) AngularJS
6 84 (18.22%) JSON
7 77 (16.70%) Spring Boot
7 77 (16.70%) Web Services
8 76 (16.49%) Node.js
9 74 (16.05%) HTML
10 67 (14.53%) React
11 64 (13.88%) CSS
12 60 (13.02%) SOAP
13 52 (11.28%) OAuth
13 52 (11.28%) Spring Cloud
14 38 (8.24%) XML
15 37 (8.03%) jQuery
16 34 (7.38%) ASP.NET
16 34 (7.38%) Twitter Bootstrap
17 32 (6.94%) .NET Core
Miscellaneous
1 35 (7.59%) Analytical Skills
2 33 (7.16%) Mobile App
2 33 (7.16%) Public Cloud
3 28 (6.07%) User Experience
4 27 (5.86%) Algorithms
5 26 (5.64%) Private Cloud
6 24 (5.21%) Enterprise Software
7 13 (2.82%) Greenfield Project
7 13 (2.82%) Wiki
8 11 (2.39%) Online Gambling
8 11 (2.39%) Self-Motivation
9 10 (2.17%) Reinsurance
10 9 (1.95%) Equities
10 9 (1.95%) Fixed Income
10 9 (1.95%) Foreign Exchange (FX)
10 9 (1.95%) Reference Data
11 8 (1.74%) Cloud Native
12 6 (1.30%) Management Information System
13 5 (1.08%) Client/Server
14 3 (0.65%) Data Centre
Operating Systems
1 24 (5.21%) Linux
2 18 (3.90%) Unix
3 11 (2.39%) Android
3 11 (2.39%) Apple iOS
4 8 (1.74%) Windows
5 6 (1.30%) Windows Server
6 4 (0.87%) Windows Server 2012
7 2 (0.43%) Red Hat Enterprise Linux
Processes & Methodologies
1 283 (61.39%) Agile Software Development
2 198 (42.95%) Software Engineering
3 191 (41.43%) Microservices
4 148 (32.10%) TDD
5 131 (28.42%) Test Automation
6 104 (22.56%) Problem-Solving
7 99 (21.48%) Scrum
8 82 (17.79%) DevOps
9 79 (17.14%) BDD
10 73 (15.84%) Computer Science
11 67 (14.53%) Mentoring
12 58 (12.58%) Analytics
12 58 (12.58%) Continuous Integration
13 54 (11.71%) Open Source
14 53 (11.50%) API Design
15 50 (10.85%) Kanban
16 49 (10.63%) Coaching
17 48 (10.41%) Unit Testing
18 47 (10.20%) Fintech
18 47 (10.20%) MVC
Programming Languages
1 209 (45.34%) Java
2 176 (38.18%) C#
3 152 (32.97%) SQL
4 149 (32.32%) JavaScript
5 98 (21.26%) Python
6 45 (9.76%) Java 8
7 41 (8.89%) TypeScript
8 29 (6.29%) Scala
9 27 (5.86%) PHP
10 23 (4.99%) T-SQL
11 20 (4.34%) Apex Code
12 16 (3.47%) ES6
13 15 (3.25%) Shell Script
14 13 (2.82%) R
15 10 (2.17%) PHP 7
16 9 (1.95%) PHP 5
17 8 (1.74%) VB.NET
18 7 (1.52%) PL/SQL
18 7 (1.52%) PowerShell
19 5 (1.08%) C
Qualifications
1 77 (16.70%) Degree
2 46 (9.98%) Computer Science Degree
3 24 (5.21%) Security Cleared
4 17 (3.69%) ISTQB
5 11 (2.39%) ISTQB Foundation Certification
6 9 (1.95%) SC Cleared
7 5 (1.08%) Microsoft Certification
8 2 (0.43%) HND
8 2 (0.43%) Numerate Degree
9 1 (0.22%) AWS Certification
9 1 (0.22%) ISEB
9 1 (0.22%) MBA
Quality Assurance & Compliance
1 71 (15.40%) QA
2 3 (0.65%) PSD2
System Software
1 117 (25.38%) Docker
2 8 (1.74%) vCloud
3 6 (1.30%) Active Directory
4 2 (0.43%) Hyper-V
4 2 (0.43%) LXC
5 1 (0.22%) Apache Flume
5 1 (0.22%) Apache ZooKeeper
5 1 (0.22%) OpenAM
Systems Management
1 41 (8.89%) Kubernetes
2 12 (2.60%) Terraform
3 8 (1.74%) Ansible
4 4 (0.87%) Opscode Chef
5 3 (0.65%) Kibana
5 3 (0.65%) Puppet
6 2 (0.43%) Docker Swarm
6 2 (0.43%) Istio
6 2 (0.43%) MIIS
6 2 (0.43%) Single Sign-On
7 1 (0.22%) Microsoft Clustering
Vendors
1 87 (18.87%) Sage
2 48 (10.41%) Microsoft
3 29 (6.29%) Salesforce.com
4 21 (4.56%) Google
5 17 (3.69%) SAP
6 12 (2.60%) MuleSoft
7 10 (2.17%) VMware
8 8 (1.74%) WSO2
9 7 (1.52%) Apiary
9 7 (1.52%) Oracle
10 5 (1.08%) Apple
11 4 (0.87%) Axway
11 4 (0.87%) Kony
11 4 (0.87%) Xamarin
12 3 (0.65%) OutSystems
12 3 (0.65%) Red Hat
13 2 (0.43%) CA
13 2 (0.43%) SendGrid
13 2 (0.43%) Zend
14 1 (0.22%) Atlassian