Period
to 21 November 2018

The following table provides summary statistics for contract job vacancies advertised in Scotland with a requirement for React skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited React over the 6 months to 21 November 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

React.js
UK > Scotland
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 42 60 120
Rank change year-on-year +18 +60 +71
Contract jobs citing React 254 157 62
As % of all contract IT jobs advertised in Scotland 4.79% 3.12% 1.44%
As % of the Libraries, Frameworks & Software Standards category 16.74% 11.53% 5.13%
Number of daily rates quoted 164 110 41
Scotland median daily rate £400 £400 £425
Median daily rate % change year-on-year - -5.88% +6.25%
10th Percentile £316 £322 £325
90th Percentile £525 £525 £513
UK median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 2 0 0
Scotland median hourly rate £38.75 - -
UK median hourly rate £47.50 £45.00 £46.00
% change year-on-year +5.56% -2.17% +67.27%

React is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Scotland with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Scotland
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,517 1,362 1,209
As % of all contract IT jobs advertised in Scotland 28.59% 27.10% 28.04%
Number of daily rates quoted 852 842 728
Scotland median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -6.67%
10th Percentile £313 £273 £263
90th Percentile £550 £525 £475
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +3.66%
Number of hourly rates quoted 10 6 15
Scotland median hourly rate £35.00 £27.00 £42.50
Median hourly rate % change year-on-year +29.63% -36.47% +5.25%
10th Percentile £12.14 £18.75 £22.50
90th Percentile £43.75 £43.39 £52.00
UK median hourly rate £41.50 £40.00 £37.50
% change year-on-year +3.75% +6.67% -

React
Job Vacancy Trend in Scotland

Job postings citing React as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for React in Scotland

React
Contractor Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing React in Scotland.

Contractor daily rate trend for React in Scotland

React
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing React in Scotland over the 6 months to 21 November 2018.

Contractor daily rate histogram for React in Scotland

React
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing React within the Scotland region over the 6 months to 21 November 2018. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +40 172 £400 - 35
Glasgow -13 79 £400 -1.23% 30
Dundee - 3 £310 - 1
West Lothian +2 2 £340 -15.00%
South Lanarkshire - 1 - -
React
UK

For the 6 months to 21 November 2018, IT contractor jobs citing React also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Scotland region with a requirement for React.

1 187 (73.62%) JavaScript
2 168 (66.14%) HTML
3 163 (64.17%) CSS
4 124 (48.82%) Agile Software Development
5 118 (46.46%) HTML5
6 116 (45.67%) AngularJS
7 91 (35.83%) Java
8 85 (33.46%) CSS3
9 76 (29.92%) Node.js
10 71 (27.95%) Git (software)
11 65 (25.59%) Front End Development
12 59 (23.23%) Microservices
13 58 (22.83%) Finance
13 58 (22.83%) Spring
14 57 (22.44%) Continuous Integration
15 53 (20.87%) Oracle
15 53 (20.87%) Redux
16 52 (20.47%) TDD
17 47 (18.50%) Test Automation
17 47 (18.50%) MongoDB
18 42 (16.54%) SQL
19 40 (15.75%) MVC
19 40 (15.75%) NoSQL
20 38 (14.96%) Banking
21 37 (14.57%) MySQL
22 35 (13.78%) Python
22 35 (13.78%) RDBMS
22 35 (13.78%) Relational Database
22 35 (13.78%) User Experience
22 35 (13.78%) DevOps

React
Co-occurring IT Skills in Scotland 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 18 (7.09%) Cloud Foundry
2 16 (6.30%) SharePoint
3 14 (5.51%) SharePoint 2013
4 4 (1.57%) Confluence
5 3 (1.18%) JBoss
6 2 (0.79%) Apache Spark
6 2 (0.79%) CMS
6 2 (0.79%) Elasticsearch
6 2 (0.79%) WebSphere
6 2 (0.79%) WebSphere Portal
7 1 (0.39%) SharePoint 2010
Business Applications
1 1 (0.39%) Actimize
Cloud Services
1 29 (11.42%) Amazon AWS
2 24 (9.45%) npm
3 18 (7.09%) Yarn
4 14 (5.51%) Office 365
5 5 (1.97%) Serverless
6 4 (1.57%) AWS Lambda
6 4 (1.57%) Microsoft Azure
7 3 (1.18%) IaaS
7 3 (1.18%) OpenShift
8 2 (0.79%) Amazon EC2
8 2 (0.79%) AWS CloudFormation
8 2 (0.79%) GitHub
8 2 (0.79%) Virtual Private Cloud
9 1 (0.39%) Firebase
9 1 (0.39%) IBM Cloud
Database & Business Intelligence
1 47 (18.50%) MongoDB
2 40 (15.75%) NoSQL
3 37 (14.57%) MySQL
4 35 (13.78%) RDBMS
4 35 (13.78%) Relational Database
5 26 (10.24%) PostgreSQL
5 26 (10.24%) SQL Server
6 25 (9.84%) Apache Cassandra
7 6 (2.36%) SQLite
8 5 (1.97%) Redis
9 4 (1.57%) SQL Server 2014
10 3 (1.18%) DB2
10 3 (1.18%) Hadoop
11 1 (0.39%) Big Data
11 1 (0.39%) Data Warehouse
11 1 (0.39%) KDB
11 1 (0.39%) Kdb+
Development Applications
1 71 (27.95%) Git (software)
2 34 (13.39%) Jenkins
3 29 (11.42%) webpack
4 27 (10.63%) Subversion
5 25 (9.84%) JIRA
6 20 (7.87%) JUnit
7 17 (6.69%) Selenium
8 16 (6.30%) Babel
8 16 (6.30%) Mocha
9 13 (5.12%) NUnit
9 13 (5.12%) Team Foundation Server
9 13 (5.12%) Visual Studio
10 12 (4.72%) FitNesse
11 11 (4.33%) Maven
12 7 (2.76%) Jasmine
13 6 (2.36%) Bitbucket
13 6 (2.36%) gulp
13 6 (2.36%) Hudson
13 6 (2.36%) Sinon.JS
13 6 (2.36%) TeamCity
General
1 58 (22.83%) Finance
2 38 (14.96%) Banking
3 12 (4.72%) Front Office
4 7 (2.76%) Marketing
5 5 (1.97%) Advertising
6 3 (1.18%) Investment Banking
6 3 (1.18%) Retail
7 2 (0.79%) Financial Institution
8 1 (0.39%) International Banking
8 1 (0.39%) Retail Banking
8 1 (0.39%) Telecoms
Job Titles
1 225 (88.58%) Developer
2 79 (31.10%) React Developer
3 66 (25.98%) Full Stack Developer
4 42 (16.54%) Java Developer
4 42 (16.54%) JavaScript Developer
5 39 (15.35%) Front End Developer (Client-Side Developer)
6 23 (9.06%) Node.js Developer
7 15 (5.91%) Senior Developer
8 12 (4.72%) SharePoint Developer
8 12 (4.72%) Web Developer
9 11 (4.33%) UI Developer
10 10 (3.94%) HTML Developer
11 9 (3.54%) HTML CSS Developer
11 9 (3.54%) Software Developer
12 8 (3.15%) Consultant
12 8 (3.15%) Senior Java Developer
13 6 (2.36%) Angular Developer
13 6 (2.36%) Applications Developer
13 6 (2.36%) C# Developer
14 5 (1.97%) Lead Developer
Libraries, Frameworks & Software Standards
1 168 (66.14%) HTML
2 163 (64.17%) CSS
3 118 (46.46%) HTML5
4 116 (45.67%) AngularJS
5 85 (33.46%) CSS3
6 76 (29.92%) Node.js
7 58 (22.83%) Spring
8 53 (20.87%) Redux
9 34 (13.39%) .NET
10 32 (12.60%) Enzyme
11 29 (11.42%) jQuery
11 29 (11.42%) Spring Boot
12 28 (11.02%) Twitter Bootstrap
13 27 (10.63%) REST
14 25 (9.84%) Sass
14 25 (9.84%) Web Services
15 21 (8.27%) MEAN Stack
16 20 (7.87%) ASP.NET
16 20 (7.87%) Jest
17 18 (7.09%) RESTful
Miscellaneous
1 35 (13.78%) User Experience
2 11 (4.33%) Data Structures
2 11 (4.33%) Greenfield Project
3 9 (3.54%) Cloud Native
4 7 (2.76%) Fintech
5 6 (2.36%) Mobile App
6 4 (1.57%) Equities
7 3 (1.18%) Analytical Skills
8 2 (0.79%) NHS
9 1 (0.39%) Algorithms
9 1 (0.39%) Client/Server
9 1 (0.39%) Computer Science
9 1 (0.39%) Cyberthreat
9 1 (0.39%) Enterprise Software
Operating Systems
1 16 (6.30%) Linux
2 5 (1.97%) Android
2 5 (1.97%) Apple iOS
2 5 (1.97%) Unix
Processes & Methodologies
1 124 (48.82%) Agile Software Development
2 65 (25.59%) Front End Development
3 59 (23.23%) Microservices
4 57 (22.44%) Continuous Integration
5 52 (20.47%) TDD
6 47 (18.50%) Test Automation
7 40 (15.75%) MVC
8 35 (13.78%) DevOps
9 33 (12.99%) Scrum
10 30 (11.81%) Web Development
11 27 (10.63%) Analytics
12 23 (9.06%) OO
13 22 (8.66%) BDD
14 20 (7.87%) Functional Testing
15 19 (7.48%) OOP
16 17 (6.69%) Responsive Web Design
16 17 (6.69%) SDLC
16 17 (6.69%) Unit Testing
17 16 (6.30%) Kanban
18 15 (5.91%) Software Engineering
Programming Languages
1 187 (73.62%) JavaScript
2 91 (35.83%) Java
3 42 (16.54%) SQL
4 35 (13.78%) Python
5 31 (12.20%) ES6
6 28 (11.02%) C#
7 19 (7.48%) TypeScript
8 15 (5.91%) Java 8
9 13 (5.12%) PowerShell
10 10 (3.94%) Perl
10 10 (3.94%) PHP
11 9 (3.54%) Ruby
12 4 (1.57%) T-SQL
13 3 (1.18%) ES7
14 2 (0.79%) Groovy
15 1 (0.39%) Dart
15 1 (0.39%) Erlang
15 1 (0.39%) Go
15 1 (0.39%) Scala
15 1 (0.39%) VB.NET
Qualifications
1 2 (0.79%) Security Cleared
2 1 (0.39%) CISM
2 1 (0.39%) CISSP
Quality Assurance & Compliance
1 3 (1.18%) Disclosure Scotland
2 2 (0.79%) Data Quality
2 2 (0.79%) GDPR
2 2 (0.79%) QA
System Software
1 9 (3.54%) Docker
2 1 (0.39%) VMware Infrastructure
Systems Management
1 2 (0.79%) Kubernetes
1 2 (0.79%) Puppet
Vendors
1 53 (20.87%) Oracle
2 5 (1.97%) VMware
3 3 (1.18%) IBM
4 2 (0.79%) Adobe
4 2 (0.79%) Microsoft
4 2 (0.79%) Omniture
4 2 (0.79%) Splunk
4 2 (0.79%) Teradata
5 1 (0.39%) Mapbox
5 1 (0.39%) SAP
5 1 (0.39%) Twitter