Period
to 23 July 2017

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for NoSQL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited NoSQL over the 6 months to 23 July 2017 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.

NoSQL
Scotland > Edinburgh
6 months to
23 Jul 2017
Same period 2016 Same period 2015
Rank 97 91 109
Rank change year-on-year -6 +18 +16
Contract jobs citing NoSQL 16 50 26
As % of all contract IT jobs advertised in Edinburgh 0.71% 1.78% 0.84%
As % of the Database & Business Intelligence category 3.88% 8.40% 4.63%
Number of daily rates quoted 11 22 13
Edinburgh median daily rate £413 £388 £450
Median daily rate % change year-on-year +6.45% -13.89% +9.09%
10th Percentile £213 £339 £250
90th Percentile £475 £436 £500
Scotland median daily rate £400 £381 £450
% change year-on-year +4.92% -15.28% +10.77%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

NoSQL is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Edinburgh
Contract job vacancies with a requirement for database and business intelligence skills 412 595 561
As % of all contract IT job vacancies advertised in Edinburgh 18.26% 21.17% 18.19%
Number of daily rates quoted 223 335 337
Edinburgh median daily rate £385 £388 £375
Median daily rate % change year-on-year -0.65% +3.33% +1.35%
10th Percentile £263 £265 £260
90th Percentile £535 £525 £500
Scotland median daily rate £375 £375 £375
Number of hourly rates quoted 6 4 1
Edinburgh median hourly rate £43.39 £28.75 £42.50
Median hourly rate % change year-on-year +50.92% -32.35% +198.25%
10th Percentile £40.32 £11.00 £41.25
90th Percentile £49.70 £46.99 £43.75
Scotland median hourly rate £43.39 £36.00 £33.75
% change year-on-year +20.53% +6.67% +92.86%

NoSQL
Job Vacancy Trend in Edinburgh

Job postings citing NoSQL as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for NoSQL in Edinburgh

NoSQL
Contractor Daily Rate Trend in Edinburgh

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

Contractor daily rate trend for NoSQL in Edinburgh

NoSQL
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing NoSQL in Edinburgh over the 6 months to 23 July 2017.

Contractor daily rate histogram for NoSQL in Edinburgh

For the 6 months to 23 July 2017, IT contractor jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Edinburgh region with a requirement for NoSQL.

1 12 (75.00%) Agile Software Development
2 9 (56.25%) Java
2 9 (56.25%) JavaScript
2 9 (56.25%) SQL
3 8 (50.00%) Jenkins
3 8 (50.00%) AngularJS
4 7 (43.75%) Continuous Integration
4 7 (43.75%) jQuery
4 7 (43.75%) MongoDB
4 7 (43.75%) TDD
5 6 (37.50%) Test Automation
5 6 (37.50%) React
6 5 (31.25%) Selenium
6 5 (31.25%) Scrum
6 5 (31.25%) Python
7 4 (25.00%) Oracle
7 4 (25.00%) Subversion
7 4 (25.00%) Maven
7 4 (25.00%) CMS
7 4 (25.00%) Kanban
7 4 (25.00%) Unit Testing
7 4 (25.00%) Git (software)
7 4 (25.00%) Greenfield Project
8 3 (18.75%) Continuous Deployment
8 3 (18.75%) Front End Development
8 3 (18.75%) Cucumber
8 3 (18.75%) BDD
8 3 (18.75%) Web Development
8 3 (18.75%) Analytical Skills
8 3 (18.75%) Backbone.js

NoSQL
Co-occurring IT Skills in Edinburgh 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 4 (25.00%) CMS
2 3 (18.75%) Apache
2 3 (18.75%) Tomcat
3 1 (6.25%) Apache Solr
3 1 (6.25%) Elasticsearch
3 1 (6.25%) OpenStack
3 1 (6.25%) SAS
3 1 (6.25%) Sitecore CMS
Cloud Services
1 2 (12.50%) Amazon AWS
2 1 (6.25%) Amazon EC2
2 1 (6.25%) Amazon SQS
2 1 (6.25%) Microsoft Azure
Communications & Networking
1 1 (6.25%) Firewall
Database & Business Intelligence
1 7 (43.75%) MongoDB
2 3 (18.75%) MySQL
2 3 (18.75%) PostgreSQL
3 2 (12.50%) GIS
4 1 (6.25%) Apache Cassandra
4 1 (6.25%) Data Warehouse
4 1 (6.25%) Hadoop
4 1 (6.25%) RDBMS
4 1 (6.25%) Relational Database
Development Applications
1 8 (50.00%) Jenkins
2 5 (31.25%) Selenium
3 4 (25.00%) Git (software)
3 4 (25.00%) Maven
3 4 (25.00%) Subversion
4 3 (18.75%) Ant
4 3 (18.75%) Cucumber
5 2 (12.50%) Hudson
6 1 (6.25%) Bower
6 1 (6.25%) ERwin
General
1 3 (18.75%) Banking
1 3 (18.75%) Finance
2 2 (12.50%) Legal
Job Titles
1 10 (62.50%) Developer
2 7 (43.75%) Java Developer
3 6 (37.50%) Senior Developer
4 5 (31.25%) Senior Java Developer
5 3 (18.75%) JavaScript Developer
5 3 (18.75%) Senior JavaScript Developer
5 3 (18.75%) Web Developer
6 2 (12.50%) Java Web Developer
6 2 (12.50%) Senior Java Web Developer
6 2 (12.50%) Senior Web Developer
7 1 (6.25%) .NET Developer
7 1 (6.25%) Agile Java Developer
7 1 (6.25%) Analyst
7 1 (6.25%) C# Developer
7 1 (6.25%) Data Analyst
7 1 (6.25%) Data Modeller
7 1 (6.25%) Data Scientist
7 1 (6.25%) Designer
7 1 (6.25%) Principal Engineer
7 1 (6.25%) Software Engineer
Libraries, Frameworks & Software Standards
1 8 (50.00%) AngularJS
2 7 (43.75%) jQuery
3 6 (37.50%) React
4 3 (18.75%) Backbone.js
4 3 (18.75%) CSS
4 3 (18.75%) Ember.js
4 3 (18.75%) Hibernate
4 3 (18.75%) HTML
4 3 (18.75%) J2EE
4 3 (18.75%) Spring
5 2 (12.50%) Ajax
5 2 (12.50%) Aurelia
5 2 (12.50%) Node.js
5 2 (12.50%) Sass
5 2 (12.50%) Web Services
6 1 (6.25%) Angular 2
6 1 (6.25%) ASP.NET Web API
6 1 (6.25%) Flask
6 1 (6.25%) KnockoutJS
6 1 (6.25%) Ruby on Rails
Miscellaneous
1 4 (25.00%) Greenfield Project
2 3 (18.75%) Analytical Skills
3 2 (12.50%) User Experience
3 2 (12.50%) Wiki
4 1 (6.25%) Algorithms
4 1 (6.25%) Computer Science
4 1 (6.25%) Data Centre
4 1 (6.25%) Data Structures
4 1 (6.25%) Linux Command Line
Operating Systems
1 3 (18.75%) Linux
2 2 (12.50%) Unix
3 1 (6.25%) Windows
Processes & Methodologies
1 12 (75.00%) Agile Software Development
2 7 (43.75%) Continuous Integration
2 7 (43.75%) TDD
3 6 (37.50%) Test Automation
4 5 (31.25%) Scrum
5 4 (25.00%) Kanban
5 4 (25.00%) Unit Testing
6 3 (18.75%) BDD
6 3 (18.75%) Continuous Deployment
6 3 (18.75%) Front End Development
6 3 (18.75%) Software Engineering
6 3 (18.75%) Web Development
7 2 (12.50%) Analytics
7 2 (12.50%) Benchmarking
7 2 (12.50%) DevOps
7 2 (12.50%) Information Security
7 2 (12.50%) Load Balancing
7 2 (12.50%) Performance Testing
7 2 (12.50%) Refactoring
8 1 (6.25%) Requirements Analysis
Programming Languages
1 9 (56.25%) Java
1 9 (56.25%) JavaScript
1 9 (56.25%) SQL
2 5 (31.25%) Python
3 2 (12.50%) C#
3 2 (12.50%) CoffeeScript
3 2 (12.50%) Ruby
4 1 (6.25%) C++
4 1 (6.25%) Perl
4 1 (6.25%) PL/SQL
4 1 (6.25%) R
4 1 (6.25%) Shell Script
Qualifications
1 2 (12.50%) Degree
2 1 (6.25%) Computer Science Degree
2 1 (6.25%) Oracle Certification
2 1 (6.25%) Postgraduate
Systems Management
1 1 (6.25%) QRadar
Vendors
1 4 (25.00%) Oracle
2 2 (12.50%) VMware
3 1 (6.25%) Cloudera
3 1 (6.25%) Interwoven
3 1 (6.25%) Microsoft
3 1 (6.25%) Sitecore
3 1 (6.25%) Splunk