Period
to 27 October 2020

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 27 October 2020 with a comparison to the same period in the previous 2 years.

OpenAPI Swagger
UK
6 months to
27 Oct 2020
Same period 2019 Same period 2018
Rank 531 657 933
Rank change year-on-year +126 +276 +119
Permanent jobs citing Swagger 166 442 238
As % of all permanent jobs advertised in the UK 0.34% 0.33% 0.15%
As % of the Libraries, Frameworks & Software Standards category 0.76% 0.86% 0.36%
Number of salaries quoted 151 317 197
Median annual salary £70,000 £60,000 £55,000
Median salary % change year-on-year +16.67% +9.09% -12.00%
10th Percentile £46,250 £39,776 £35,650
90th Percentile £143,750 £100,000 £78,300
UK excluding London median annual salary £55,000 £54,780 £45,000
% change year-on-year +0.40% +21.73% +3.45%

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 21,701 51,119 65,378
As % of all permanent IT jobs advertised in the UK 43.86% 37.60% 39.97%
Number of salaries quoted 18,513 42,072 53,978
Median annual salary £57,500 £55,000 £52,000
Median salary % change year-on-year +4.55% +5.77% +4.00%
10th Percentile £35,000 £32,500 £31,250
90th Percentile £93,600 £87,500 £82,500
UK excluding London median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +5.88%

Swagger
Job Vacancy Trend

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

Job vacancy trend for Swagger in the UK

Swagger
Salary Trend

3-month moving average salary quoted in jobs citing Swagger.

Salary trend for Swagger in the UK

Swagger
Salary Histogram

Salary distribution for jobs citing Swagger over the 6 months to 27 October 2020.

Salary histogram for Swagger in the UK

Swagger
Top 14 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 27 October 2020. 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 +148 161 £70,000 +14.56% 51
London +181 98 £115,000 +46.03% 16
UK excluding London +116 65 £55,000 +0.40% 37
South East +145 22 £55,000 -8.33% 10
North of England +48 19 £55,000 +22.22% 14
North West +31 18 £55,000 +22.22% 8
Midlands +126 12 £60,000 +29.73% 5
West Midlands +96 12 £60,000 +33.33% 5
Work from Home +19 11 £60,000 +14.29% 12
South West +128 6 £51,750 +3.50% 2
East of England +126 4 £58,750 +11.90% 4
Yorkshire +121 1 £55,500 +21.31% 5
Scotland +87 1 £35,000 -20.00% 1
Wales +47 1 £65,000 - 1

For the 6 months to 27 October 2020, 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.

1 108 (65.06%) SQL Server
2 102 (61.45%) Microservices
3 101 (60.84%) DevOps
4 91 (54.82%) Docker
4 91 (54.82%) SQL
5 90 (54.22%) Finance
5 90 (54.22%) Azure
5 90 (54.22%) Kubernetes
6 88 (53.01%) AWS
7 77 (46.39%) Java
7 77 (46.39%) Web Services
7 77 (46.39%) Python
8 73 (43.98%) PostgreSQL
9 72 (43.37%) Serverless
10 69 (41.57%) Jenkins
11 67 (40.36%) gRPC
12 66 (39.76%) GCP
13 65 (39.16%) MySQL
14 64 (38.55%) Banking
15 63 (37.95%) Google
15 63 (37.95%) C#
15 63 (37.95%) Apigee
16 62 (37.35%) AWS Lambda
16 62 (37.35%) OAuth
17 61 (36.75%) .NET
18 60 (36.14%) Apache
18 60 (36.14%) Amazon Redshift
19 59 (35.54%) GitLab
19 59 (35.54%) Artifactory
19 59 (35.54%) Amazon ECS

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 60 (36.14%) Apache
2 13 (7.83%) Elasticsearch
3 7 (4.22%) Anypoint
4 2 (1.20%) Confluence
4 2 (1.20%) IIS
4 2 (1.20%) nginx
4 2 (1.20%) SharePoint
5 1 (0.60%) Apache Spark
5 1 (0.60%) Mule
5 1 (0.60%) Tomcat
Applications
1 1 (0.60%) Adobe Illustrator
1 1 (0.60%) MadCap Flare
1 1 (0.60%) Microsoft PowerPoint
1 1 (0.60%) MS Visio
1 1 (0.60%) Photoshop
Business Applications
1 1 (0.60%) Magento
Cloud Services
1 90 (54.22%) Azure
2 88 (53.01%) AWS
3 72 (43.37%) Serverless
4 66 (39.76%) GCP
5 63 (37.95%) Apigee
6 62 (37.35%) AWS Lambda
7 59 (35.54%) Amazon ECS
8 14 (8.43%) SaaS
9 11 (6.63%) GitHub
10 5 (3.01%) AWS CloudFormation
10 5 (3.01%) Cloud Computing
11 4 (2.41%) npm
12 3 (1.81%) Amazon SQS
12 3 (1.81%) NuGet
13 2 (1.20%) Amazon Cognito
13 2 (1.20%) Amazon ELB
13 2 (1.20%) Azure Data Factory
13 2 (1.20%) Dynamics 365
13 2 (1.20%) Logic Apps
13 2 (1.20%) Office 365
Communications & Networking
1 13 (7.83%) HTTP
2 1 (0.60%) Software-Defined Networking
2 1 (0.60%) X.509
Database & Business Intelligence
1 108 (65.06%) SQL Server
2 73 (43.98%) PostgreSQL
3 65 (39.16%) MySQL
4 60 (36.14%) Amazon Redshift
5 50 (30.12%) Data Warehouse
6 19 (11.45%) NoSQL
7 16 (9.64%) MongoDB
8 9 (5.42%) Relational Database
9 6 (3.61%) Amazon DynamoDB
10 4 (2.41%) Big Data
10 4 (2.41%) Redis
11 3 (1.81%) Blockchain
11 3 (1.81%) Data Lake
12 2 (1.20%) Amazon RDS
12 2 (1.20%) Azure SQL Database
12 2 (1.20%) Cosmos DB
12 2 (1.20%) SQL Server Integration Services
13 1 (0.60%) MariaDB
13 1 (0.60%) RDBMS
13 1 (0.60%) SQL Server 2016
Development Applications
1 69 (41.57%) Jenkins
2 59 (35.54%) Artifactory
2 59 (35.54%) GitLab
3 19 (11.45%) Git (software)
4 15 (9.04%) Selenium
5 13 (7.83%) Postman
6 11 (6.63%) JIRA
7 9 (5.42%) SonarQube
8 7 (4.22%) Cucumber
9 6 (3.61%) SpecFlow
10 5 (3.01%) NUnit
10 5 (3.01%) Team Foundation Server
10 5 (3.01%) WebDriver
11 4 (2.41%) SoapUI
12 3 (1.81%) Bitbucket
12 3 (1.81%) Cypress.io
12 3 (1.81%) TeamCity
12 3 (1.81%) TestRail
13 2 (1.20%) Atlassian Bamboo
13 2 (1.20%) xUnit.net
General
1 90 (54.22%) Finance
2 64 (38.55%) Banking
3 50 (30.12%) Back Office
4 3 (1.81%) Aerospace
4 3 (1.81%) Marketing
5 2 (1.20%) Advertising
5 2 (1.20%) Public Sector
5 2 (1.20%) Publishing
6 1 (0.60%) Electronics
6 1 (0.60%) Financial Institution
6 1 (0.60%) Front Office
6 1 (0.60%) Law
6 1 (0.60%) Manufacturing
6 1 (0.60%) Pharmaceutical
6 1 (0.60%) Telecoms
Job Titles
1 67 (40.36%) Developer
2 58 (34.94%) Architect
3 54 (32.53%) Solutions Architect
4 50 (30.12%) AWS Architect
4 50 (30.12%) AWS Solutions Architect
4 50 (30.12%) Cloud Architect
4 50 (30.12%) Cloud Solutions Architect
4 50 (30.12%) Data Architect
4 50 (30.12%) Java Architect
4 50 (30.12%) Java Solutions Architect
5 23 (13.86%) C# Developer
6 16 (9.64%) Software Engineer
7 15 (9.04%) .NET Developer
8 13 (7.83%) Senior Developer
9 12 (7.23%) Java Engineer
10 11 (6.63%) Java Developer
10 11 (6.63%) Software Developer
11 10 (6.02%) Developer/Software Engineer
11 10 (6.02%) Python Developer
12 9 (5.42%) Java Software Developer
Libraries, Frameworks & Software Standards
1 77 (46.39%) Web Services
2 67 (40.36%) gRPC
3 62 (37.35%) OAuth
4 61 (36.75%) .NET
5 41 (24.70%) .NET Core
6 39 (23.49%) AngularJS
7 35 (21.08%) REST
8 30 (18.07%) React
9 27 (16.27%) HTML
9 27 (16.27%) RESTful
10 24 (14.46%) .NET Framework
10 24 (14.46%) Entity Framework
11 21 (12.65%) Kafka
12 20 (12.05%) CSS
13 18 (10.84%) ASP.NET
13 18 (10.84%) JSON
13 18 (10.84%) SOAP
14 15 (9.04%) Spring
15 14 (8.43%) RabbitMQ
15 14 (8.43%) Vue.js
Miscellaneous
1 58 (34.94%) Hedge funds
2 16 (9.64%) Greenfield Project
3 12 (7.23%) iPhone
3 12 (7.23%) Renewable Energy
4 4 (2.41%) Analytical Skills
4 4 (2.41%) Management Information System
4 4 (2.41%) Mobile App
5 3 (1.81%) Linux Command Line
5 3 (1.81%) Wiki
6 2 (1.20%) Algorithms
6 2 (1.20%) Cloud Native
6 2 (1.20%) Public Cloud
7 1 (0.60%) PKI
7 1 (0.60%) Reinsurance
7 1 (0.60%) Self-Motivation
7 1 (0.60%) User Experience
7 1 (0.60%) Virtual Team
Operating Systems
1 20 (12.05%) Android
2 8 (4.82%) Linux
2 8 (4.82%) Windows
3 3 (1.81%) Apple iOS
4 2 (1.20%) Unix
5 1 (0.60%) Windows Server
Processes & Methodologies
1 102 (61.45%) Microservices
2 101 (60.84%) DevOps
3 59 (35.54%) Asset Management
4 58 (34.94%) Investment Management
5 57 (34.34%) Mentoring
6 56 (33.73%) Agile Software Development
7 53 (31.93%) Technology Roadmap
8 38 (22.89%) TDD
9 35 (21.08%) OO
9 35 (21.08%) Scrum
10 27 (16.27%) API Design
10 27 (16.27%) MVC
11 26 (15.66%) Software Engineering
12 23 (13.86%) Unit Testing
13 22 (13.25%) BDD
13 22 (13.25%) Test Automation
14 20 (12.05%) SOLID
15 19 (11.45%) Continuous Integration
16 18 (10.84%) Logistics
17 15 (9.04%) API Development
Programming Languages
1 91 (54.82%) SQL
2 77 (46.39%) Java
2 77 (46.39%) Python
3 63 (37.95%) C#
4 30 (18.07%) JavaScript
5 13 (7.83%) TypeScript
6 12 (7.23%) PHP
7 10 (6.02%) Bash Shell
8 8 (4.82%) PowerShell
8 8 (4.82%) Shell Script
9 5 (3.01%) T-SQL
10 3 (1.81%) ES6
10 3 (1.81%) Go
11 2 (1.20%) C
11 2 (1.20%) C++
12 1 (0.60%) Bourne shell
12 1 (0.60%) Java 8
12 1 (0.60%) Jython
12 1 (0.60%) Perl
12 1 (0.60%) Ruby
Qualifications
1 50 (30.12%) Sun Certification
2 10 (6.02%) Degree
3 7 (4.22%) Computer Science Degree
3 7 (4.22%) Security Cleared
4 4 (2.41%) SC Cleared
5 3 (1.81%) AWS Certification
Quality Assurance & Compliance
1 17 (10.24%) QA
2 1 (0.60%) MiFID
System Software
1 91 (54.82%) Docker
2 1 (0.60%) Active Directory
2 1 (0.60%) Varnish
Systems Management
1 90 (54.22%) Kubernetes
2 16 (9.64%) Terraform
3 4 (2.41%) CloudHub
4 1 (0.60%) Ansible
4 1 (0.60%) Grafana
4 1 (0.60%) Opscode Chef
4 1 (0.60%) Puppet
Vendors
1 63 (37.95%) Google
2 23 (13.86%) Microsoft
3 13 (7.83%) Oracle
4 8 (4.82%) VMware
5 6 (3.61%) MuleSoft
6 5 (3.01%) ServiceNow
7 4 (2.41%) webMethods
8 3 (1.81%) Splunk
8 3 (1.81%) Sybase
9 1 (0.60%) Adobe
9 1 (0.60%) Atlassian
9 1 (0.60%) Foundry
9 1 (0.60%) SAP