Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 4 December 2021

The following table provides summary statistics for permanent job vacancies advertised in the Midlands with a requirement for GraphQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited GraphQL over the 6 months to 4 December 2021 with a comparison to the same period in the previous 2 years.

GraphQL
England > Midlands
6 months to
4 Dec 2021		 Same period 2020 Same period 2019
Rank 213 186 301
Rank change year-on-year -27 +115 +64
Permanent jobs citing GraphQL 118 31 39
As % of all permanent jobs advertised in the Midlands 1.10% 0.65% 0.34%
As % of the Libraries, Frameworks & Software Standards category 3.48% 1.68% 1.05%
Number of salaries quoted 57 27 25
10th Percentile £40,950 £46,250 £40,500
25th Percentile £45,000 £46,875 £42,500
Median annual salary (50th Percentile) £52,500 £52,500 £47,500
Median % change year-on-year - +10.53% +26.67%
75th Percentile £63,750 £72,500 £53,750
90th Percentile £73,750 " £59,150
England median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% -3.85%

GraphQL 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 1,841 3,702
As % of all permanent IT jobs advertised in the Midlands 31.70% 38.55% 32.63%
Number of salaries quoted 2,575 1,555 3,275
10th Percentile £31,250 £30,000 £27,500
25th Percentile £37,500 £36,250 £33,000
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% +5.88%
75th Percentile £62,500 £57,500 £55,000
90th Percentile £75,000 £68,750 £65,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

GraphQL
Job Vacancy Trend in the Midlands

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

Job vacancy trend for GraphQL in the Midlands

GraphQL
Salary Trend in the Midlands

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

Salary trend for GraphQL in the Midlands

GraphQL
Salary Histogram in the Midlands

Salary distribution for jobs citing GraphQL in the Midlands over the 6 months to 4 December 2021.

Salary histogram for GraphQL in the Midlands

GraphQL
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 GraphQL within the Midlands region over the 6 months to 4 December 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
East Midlands -19 61 £55,000 +12.24% 5
West Midlands -52 56 £50,000 -16.67% 15
GraphQL
England

For the 6 months to 4 December 2021, IT jobs citing GraphQL 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 GraphQL.

1 84 (71.19%) Agile Software Development
2 72 (61.02%) TDD
3 68 (57.63%) Docker
4 64 (54.24%) Microservices
4 64 (54.24%) React
5 62 (52.54%) REST
6 59 (50.00%) Serverless
7 58 (49.15%) Scrum
8 57 (48.31%) Problem-Solving
8 57 (48.31%) Terraform
9 56 (47.46%) Social Skills
9 56 (47.46%) Continuous Integration
9 56 (47.46%) BDD
10 54 (45.76%) JavaScript
11 53 (44.92%) Java
12 49 (41.53%) Coaching
13 48 (40.68%) Analytics
13 48 (40.68%) Spring
14 46 (38.98%) Jenkins
14 46 (38.98%) Java 8
15 45 (38.14%) Hibernate
16 42 (35.59%) Open Source
16 42 (35.59%) SC Cleared
16 42 (35.59%) Security Cleared
16 42 (35.59%) SOA
16 42 (35.59%) JavaBeans
16 42 (35.59%) Middleware
16 42 (35.59%) Data Analytics
16 42 (35.59%) GitHub
16 42 (35.59%) Big Data

GraphQL
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 10 (8.47%) Headless CMS
2 7 (5.93%) WordPress
3 5 (4.24%) CMS
4 2 (1.69%) Confluence
Business Applications
1 2 (1.69%) Shopify
Cloud Services
1 59 (50.00%) Serverless
2 42 (35.59%) GitHub
3 31 (26.27%) AWS
4 19 (16.10%) SaaS
5 17 (14.41%) GCP
6 15 (12.71%) AWS Lambda
7 14 (11.86%) Azure
8 10 (8.47%) Amazon EC2
8 10 (8.47%) Amazon SQS
9 3 (2.54%) npm
10 2 (1.69%) Amazon Kinesis
10 2 (1.69%) AWS CloudFormation
10 2 (1.69%) Datadog
10 2 (1.69%) Google Analytics
10 2 (1.69%) Google Tag Manager
10 2 (1.69%) Kong
10 2 (1.69%) MailChimp
10 2 (1.69%) Route 53
10 2 (1.69%) Yarn
Communications & Networking
1 2 (1.69%) DAB
Database & Business Intelligence
1 42 (35.59%) Big Data
2 19 (16.10%) SQL Server
3 14 (11.86%) Amazon DynamoDB
4 10 (8.47%) Amazon RDS
4 10 (8.47%) MySQL
5 8 (6.78%) Relational Database
6 5 (4.24%) NoSQL
7 3 (2.54%) MongoDB
8 2 (1.69%) PostgreSQL
8 2 (1.69%) RDBMS
8 2 (1.69%) SQL Server Integration Services
8 2 (1.69%) SQL Server Reporting Services
9 1 (0.85%) Blockchain
Development Applications
1 46 (38.98%) Jenkins
2 20 (16.95%) Git (software)
3 12 (10.17%) GitLab
4 7 (5.93%) JIRA
5 6 (5.08%) webpack
6 5 (4.24%) Visual Studio
7 4 (3.39%) Cucumber
7 4 (3.39%) JMeter
7 4 (3.39%) Postman
8 2 (1.69%) Cypress.io
8 2 (1.69%) Gatling
8 2 (1.69%) git-flow
8 2 (1.69%) gulp
8 2 (1.69%) JUnit
8 2 (1.69%) Selenium
9 1 (0.85%) ESLint
9 1 (0.85%) Storybook
General
1 56 (47.46%) Social Skills
2 7 (5.93%) Manufacturing
3 5 (4.24%) Finance
3 5 (4.24%) Games
3 5 (4.24%) Retail
4 3 (2.54%) Marketing
5 2 (1.69%) Law
6 1 (0.85%) Banking
Job Titles
1 94 (79.66%) Developer
2 46 (38.98%) Java Developer
3 21 (17.80%) React Developer
4 14 (11.86%) Front End Developer (Client-Side Developer)
5 11 (9.32%) Software Engineer
6 10 (8.47%) .NET Developer
7 8 (6.78%) Team Leader
8 7 (5.93%) .NET Software Engineer
8 7 (5.93%) JavaScript Developer
9 6 (5.08%) Senior Developer
9 6 (5.08%) Senior Software Engineer
10 5 (4.24%) Development Team Leader
11 4 (3.39%) Full Stack Developer
11 4 (3.39%) Senior .NET Software Engineer
12 3 (2.54%) Backend Developer
12 3 (2.54%) Node.js Developer
12 3 (2.54%) Senior React Developer
13 2 (1.69%) Senior QA Engineer
13 2 (1.69%) Senior Quality Engineer
13 2 (1.69%) Web Applications Developer
Libraries, Frameworks & Software Standards
1 64 (54.24%) React
2 62 (52.54%) REST
3 48 (40.68%) Spring
4 45 (38.14%) Hibernate
5 42 (35.59%) JavaBeans
5 42 (35.59%) Middleware
6 37 (31.36%) Node.js
7 35 (29.66%) HTML
8 29 (24.58%) .NET
9 27 (22.88%) .NET Core
9 27 (22.88%) .NET Framework
9 27 (22.88%) CSS
10 18 (15.25%) Redux
11 17 (14.41%) ASP.NET
11 17 (14.41%) ASP.NET Web API
11 17 (14.41%) Jest
11 17 (14.41%) Sass
12 14 (11.86%) WCF
13 12 (10.17%) Entity Framework
13 12 (10.17%) jQuery
Miscellaneous
1 12 (10.17%) Legacy Applications
2 8 (6.78%) User Experience
3 3 (2.54%) Self-Motivation
4 2 (1.69%) Greenfield Project
4 2 (1.69%) NHS
4 2 (1.69%) Virtual Team
5 1 (0.85%) Cloud Native
5 1 (0.85%) Data Structures
5 1 (0.85%) Enterprise Software
5 1 (0.85%) iPad
5 1 (0.85%) Mobile App
Operating Systems
1 5 (4.24%) Linux
2 2 (1.69%) Windows
Processes & Methodologies
1 84 (71.19%) Agile Software Development
2 72 (61.02%) TDD
3 64 (54.24%) Microservices
4 58 (49.15%) Scrum
5 57 (48.31%) Problem-Solving
6 56 (47.46%) BDD
6 56 (47.46%) Continuous Integration
7 49 (41.53%) Coaching
8 48 (40.68%) Analytics
9 42 (35.59%) Big Data Analytics
9 42 (35.59%) Data Analytics
9 42 (35.59%) Open Source
9 42 (35.59%) SOA
10 25 (21.19%) Full Stack Development
11 19 (16.10%) DevOps
12 18 (15.25%) Front End Development
12 18 (15.25%) Web Development
13 16 (13.56%) Software Engineering
14 14 (11.86%) MVC
15 12 (10.17%) Mentoring
Programming Languages
1 54 (45.76%) JavaScript
2 53 (44.92%) Java
3 46 (38.98%) Java 8
4 34 (28.81%) C#
5 33 (27.97%) TypeScript
6 21 (17.80%) SQL
7 7 (5.93%) T-SQL
8 5 (4.24%) Go
9 3 (2.54%) ES6
9 3 (2.54%) Python
10 2 (1.69%) PL/SQL
11 1 (0.85%) Kotlin
11 1 (0.85%) PHP
11 1 (0.85%) Ruby
11 1 (0.85%) Scala
Qualifications
1 42 (35.59%) SC Cleared
1 42 (35.59%) Security Cleared
2 4 (3.39%) Computer Science Degree
2 4 (3.39%) Degree
3 3 (2.54%) Master's Degree
Quality Assurance & Compliance
1 6 (5.08%) Accessibility
2 5 (4.24%) QA
3 2 (1.69%) PCI DSS
3 2 (1.69%) PSD2
System Software
1 68 (57.63%) Docker
Systems Management
1 57 (48.31%) Terraform
2 29 (24.58%) Kubernetes
Vendors
1 5 (4.24%) Microsoft
2 4 (3.39%) Google
3 2 (1.69%) CyberSource
3 2 (1.69%) Dynatrace
3 2 (1.69%) JDA
3 2 (1.69%) Oracle
3 2 (1.69%) PayPal
4 1 (0.85%) Optimizely