Period
to 9 December 2019

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 9 December 2019 with a comparison to the same period in the previous 2 years.

GraphQL
Central London > City of London
6 months to
9 Dec 2019
Same period 2018 Same period 2017
Rank 219 313 332
Rank change year-on-year +94 +19 +3
Permanent jobs citing GraphQL 111 31 2
As % of all permanent IT jobs advertised in the City of London 1.12% 0.29% 0.019%
As % of the Libraries, Frameworks & Software Standards category 2.90% 0.67% 0.049%
Number of salaries quoted 95 26 1
City of London median annual salary £80,000 £75,000 £69,000
Median salary % change year-on-year +6.67% +8.70% -18.82%
10th Percentile £57,500 £57,500 £68,500
90th Percentile £97,500 £90,000 £69,500
Central London median annual salary £80,000 £75,000 £69,000
% change year-on-year +6.67% +8.70% -18.82%

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 City of London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
City of London
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 3,826 4,651 4,092
As % of all permanent IT jobs advertised in the City of London 38.76% 43.36% 39.68%
Number of salaries quoted 3,393 4,260 3,711
City of London median annual salary £70,000 £66,000 £62,500
Median salary % change year-on-year +6.06% +5.60% +4.17%
10th Percentile £45,000 £42,500 £40,000
90th Percentile £95,000 £93,750 £91,250
Central London median annual salary £70,000 £65,000 £60,000
% change year-on-year +7.69% +8.33% +4.35%

GraphQL
Job Vacancy Trend in the City of London

Job postings citing GraphQL as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for GraphQL in the City of London

GraphQL
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing GraphQL in the City of London.

Salary trend for GraphQL in the City of London

GraphQL
Salary Histogram in the City of London

The salary distribution of IT jobs citing GraphQL in the City of London over the 6 months to 9 December 2019.

Salary histogram for GraphQL in the City of London

GraphQL
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing GraphQL within the City of London region over the 6 months to 9 December 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
Moorgate - 2 £120,000 -
GraphQL
Central London

For the 6 months to 9 December 2019, 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 City of London region with a requirement for GraphQL.

1 61 (54.95%) JavaScript
2 49 (44.14%) Java
3 47 (42.34%) Python
3 47 (42.34%) Agile Software Development
4 44 (39.64%) AWS
5 43 (38.74%) Google
6 41 (36.94%) React
7 40 (36.04%) TypeScript
8 38 (34.23%) DevOps
8 38 (34.23%) React Native
8 38 (34.23%) Azure
9 34 (30.63%) Fintech
9 34 (30.63%) Mobile App
10 31 (27.93%) Finance
11 29 (26.13%) Android
11 29 (26.13%) Firebase
12 28 (25.23%) Docker
12 28 (25.23%) Continuous Integration
12 28 (25.23%) BDD
13 27 (24.32%) REST
13 27 (24.32%) CSS
14 26 (23.42%) HTML
14 26 (23.42%) SQL
14 26 (23.42%) Hadoop
14 26 (23.42%) Apache Spark
14 26 (23.42%) Kubernetes
14 26 (23.42%) Big Data
15 25 (22.52%) Data Science
16 24 (21.62%) Analytics
16 24 (21.62%) GCP

GraphQL
Co-occurring IT Skills in the City of London 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 (23.42%) Apache Spark
2 12 (10.81%) Headless CMS
3 2 (1.80%) Elasticsearch
4 1 (0.90%) Confluence
4 1 (0.90%) Ethereum
4 1 (0.90%) OpenStack
Business Applications
1 8 (7.21%) Distributed Ledger
Cloud Services
1 44 (39.64%) AWS
2 38 (34.23%) Azure
3 29 (26.13%) Firebase
4 24 (21.62%) GCP
5 15 (13.51%) AWS Lambda
5 15 (13.51%) Serverless
6 12 (10.81%) Azure Functions
7 10 (9.01%) GitHub
8 5 (4.50%) npm
9 3 (2.70%) Amazon S3
9 3 (2.70%) CloudFront
10 2 (1.80%) AWS CloudFormation
10 2 (1.80%) AWS Fargate
10 2 (1.80%) Google Play
10 2 (1.80%) iTunes
10 2 (1.80%) SaaS
11 1 (0.90%) Amazon CloudWatch
11 1 (0.90%) Amazon ECS
11 1 (0.90%) Amazon Kinesis
11 1 (0.90%) PaaS
Communications & Networking
1 8 (7.21%) DNS
Database & Business Intelligence
1 26 (23.42%) Big Data
1 26 (23.42%) Hadoop
2 8 (7.21%) NoSQL
2 8 (7.21%) PostgreSQL
3 7 (6.31%) MongoDB
4 6 (5.41%) Apache Hive
4 6 (5.41%) Data Warehouse
4 6 (5.41%) HDInsight
4 6 (5.41%) Relational Database
5 3 (2.70%) Amazon DynamoDB
5 3 (2.70%) Redis
6 2 (1.80%) Amazon Aurora
6 2 (1.80%) MySQL
7 1 (0.90%) Blockchain
7 1 (0.90%) MariaDB
7 1 (0.90%) RDBMS
Development Applications
1 18 (16.22%) Git (software)
2 17 (15.32%) Bitbucket
2 17 (15.32%) Crashlytics
3 6 (5.41%) webpack
4 4 (3.60%) Babel
4 4 (3.60%) Jenkins
5 3 (2.70%) CircleCI
5 3 (2.70%) Cypress.io
5 3 (2.70%) JIRA
6 2 (1.80%) JIRA Agile
6 2 (1.80%) Xcode
7 1 (0.90%) Appium
7 1 (0.90%) Gradle
7 1 (0.90%) Grunt
7 1 (0.90%) gulp
7 1 (0.90%) Maven
7 1 (0.90%) Mocha
7 1 (0.90%) SonarQube
7 1 (0.90%) Sonatype Nexus
7 1 (0.90%) Vagrant
General
1 31 (27.93%) Finance
2 18 (16.22%) Banking
3 12 (10.81%) Marketing
4 3 (2.70%) Games
4 3 (2.70%) Retail
5 2 (1.80%) Billing
5 2 (1.80%) Publishing
5 2 (1.80%) Telecoms
6 1 (0.90%) Law
6 1 (0.90%) Legal
6 1 (0.90%) Music Industry
Job Titles
1 72 (64.86%) Developer
2 25 (22.52%) Data Engineer
3 19 (17.12%) JavaScript Developer
4 18 (16.22%) Python Engineer
5 17 (15.32%) Front End Developer (Client-Side Developer)
6 16 (14.41%) Lead Developer
6 16 (14.41%) React Developer
7 15 (13.51%) Senior Developer
8 14 (12.61%) Senior Data Engineer
9 13 (11.71%) Full Stack Developer
10 8 (7.21%) Senior Front-End Developer
11 7 (6.31%) Android Developer
11 7 (6.31%) Mobile Developer
11 7 (6.31%) Python Developer
11 7 (6.31%) Python Developer - Fintech
11 7 (6.31%) Senior React Developer
12 5 (4.50%) Principal Engineer
13 4 (3.60%) NoSQL Engineer
13 4 (3.60%) Principal Developer
13 4 (3.60%) Software Engineer
Libraries, Frameworks & Software Standards
1 41 (36.94%) React
2 38 (34.23%) React Native
3 27 (24.32%) CSS
3 27 (24.32%) REST
4 26 (23.42%) HTML
5 22 (19.82%) Node.js
6 19 (17.12%) Keras
6 19 (17.12%) Pandas
6 19 (17.12%) scikit-learn
6 19 (17.12%) TensorFlow
7 17 (15.32%) .NET
7 17 (15.32%) HTML5
8 16 (14.41%) AngularJS
8 16 (14.41%) Django
9 15 (13.51%) CSS3
10 12 (10.81%) AWS Amplify
10 12 (10.81%) Ember.js
10 12 (10.81%) Sass
10 12 (10.81%) Serverless Framework
11 8 (7.21%) Redux
Miscellaneous
1 34 (30.63%) Mobile App
2 20 (18.02%) Data Structures
3 19 (17.12%) Algorithms
3 19 (17.12%) Analytical Skills
3 19 (17.12%) Linux Command Line
4 15 (13.51%) Social Media
5 12 (10.81%) Cloud Native
6 9 (8.11%) Blog
7 4 (3.60%) Greenfield Project
8 3 (2.70%) Public Cloud
8 3 (2.70%) User Experience
9 1 (0.90%) Bitcoin
9 1 (0.90%) Self-Motivation
Operating Systems
1 29 (26.13%) Android
2 19 (17.12%) Unix
3 18 (16.22%) Apple iOS
4 1 (0.90%) CentOS
4 1 (0.90%) Linux
4 1 (0.90%) Red Hat Enterprise Linux
4 1 (0.90%) Ubuntu
Processes & Methodologies
1 47 (42.34%) Agile Software Development
2 38 (34.23%) DevOps
3 34 (30.63%) Fintech
4 28 (25.23%) BDD
4 28 (25.23%) Continuous Integration
5 25 (22.52%) Data Science
6 24 (21.62%) Analytics
7 21 (18.92%) Computer Science
8 20 (18.02%) Data Analytics
8 20 (18.02%) Infrastructure as Code
9 19 (17.12%) Deep Learning
9 19 (17.12%) Machine Learning
9 19 (17.12%) Mathematics
9 19 (17.12%) Microservices
9 19 (17.12%) Operations Research
9 19 (17.12%) Parallel Computing
9 19 (17.12%) Problem-Solving
9 19 (17.12%) Software Engineering
9 19 (17.12%) Statistics
9 19 (17.12%) Storage Management
Programming Languages
1 61 (54.95%) JavaScript
2 49 (44.14%) Java
3 47 (42.34%) Python
4 40 (36.04%) TypeScript
5 26 (23.42%) SQL
6 19 (17.12%) C++
6 19 (17.12%) Scala
7 14 (12.61%) Kotlin
8 7 (6.31%) ES6
9 4 (3.60%) Ruby
10 3 (2.70%) Clojure
10 3 (2.70%) ES7
10 3 (2.70%) Java 8
11 1 (0.90%) Bash Shell
11 1 (0.90%) C
11 1 (0.90%) Groovy
11 1 (0.90%) Korn
Qualifications
1 22 (19.82%) Degree
2 19 (17.12%) Master's Degree
2 19 (17.12%) PhD
3 1 (0.90%) Computer Science Degree
Quality Assurance & Compliance
1 1 (0.90%) QA
1 1 (0.90%) WCAG
System Software
1 28 (25.23%) Docker
2 1 (0.90%) KVM
2 1 (0.90%) VMware Infrastructure
Systems Management
1 26 (23.42%) Kubernetes
2 20 (18.02%) Terraform
3 19 (17.12%) Consul
4 1 (0.90%) Ansible
4 1 (0.90%) Packer
Vendors
1 43 (38.74%) Google
2 1 (0.90%) New Relic
2 1 (0.90%) VMware