Period
to 17 January 2019

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 17 January 2019 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
17 Jan 2019
Same period 2018 Same period 2017
Rank 98 106 86
Rank change year-on-year +8 -20 +36
Contract jobs citing NoSQL 33 33 24
As % of all contract IT jobs advertised in Edinburgh 1.26% 1.14% 1.34%
As % of the Database & Business Intelligence category 6.88% 6.09% 6.37%
Number of daily rates quoted 14 19 14
Edinburgh median daily rate £425 £400 £413
Median daily rate % change year-on-year +6.25% -3.03% -
10th Percentile £329 £336 £340
90th Percentile £513 £502 £565
Scotland median daily rate £425 £380 £400
% change year-on-year +11.84% -5.00% -23.81%
Number of hourly rates quoted 1 0 0
Edinburgh median hourly rate £35.00 - -
Scotland median hourly rate £35.00 - -

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

All Database and Business Intelligence Skills
Edinburgh
Contract vacancies with a requirement for database or business intelligence skills 480 542 377
As % of all contract IT jobs advertised in Edinburgh 18.33% 18.76% 21.10%
Number of daily rates quoted 273 309 197
Edinburgh median daily rate £425 £400 £363
Median daily rate % change year-on-year +6.25% +10.34% -9.38%
10th Percentile £313 £313 £288
90th Percentile £538 £515 £513
Scotland median daily rate £400 £388 £350
% change year-on-year +3.23% +10.71% -6.67%
Number of hourly rates quoted 3 0 11
Edinburgh median hourly rate £30.00 - £52.00
10th Percentile £18.40 - £46.13
90th Percentile £34.00 - £52.17
Scotland median hourly rate £14.00 £24.00 £42.00
% change year-on-year -41.67% -42.86% +68.00%

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 17 January 2019.

Contractor daily rate histogram for NoSQL in Edinburgh

For the 6 months to 17 January 2019, IT contractor jobs citing NoSQL 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 Edinburgh region with a requirement for NoSQL.

1 31 (93.94%) Agile Software Development
2 28 (84.85%) DevOps
3 27 (81.82%) MongoDB
3 27 (81.82%) AngularJS
3 27 (81.82%) Oracle
4 26 (78.79%) React
5 25 (75.76%) CSS
5 25 (75.76%) HTML
6 21 (63.64%) Test Automation
7 20 (60.61%) JavaScript
8 19 (57.58%) Java
9 16 (48.48%) SQL
9 16 (48.48%) Apache Cassandra
9 16 (48.48%) Node.js
10 15 (45.45%) CSS3
10 15 (45.45%) HTML5
10 15 (45.45%) Twitter Bootstrap
10 15 (45.45%) Relational Database
10 15 (45.45%) RDBMS
10 15 (45.45%) MySQL
11 14 (42.42%) MEAN Stack
11 14 (42.42%) Microservices
11 14 (42.42%) Functional Testing
12 13 (39.39%) Front End Development
13 12 (36.36%) JUnit
14 11 (33.33%) Perl
14 11 (33.33%) Python
15 10 (30.30%) Linux
15 10 (30.30%) Finance
15 10 (30.30%) PostgreSQL

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 (12.12%) Elasticsearch
2 2 (6.06%) Apache Spark
3 1 (3.03%) Apache
3 1 (3.03%) Apache Pig
3 1 (3.03%) Apache Solr
Cloud Services
1 3 (9.09%) Microsoft Azure
2 2 (6.06%) Amazon AWS
Database & Business Intelligence
1 27 (81.82%) MongoDB
2 16 (48.48%) Apache Cassandra
3 15 (45.45%) MySQL
3 15 (45.45%) RDBMS
3 15 (45.45%) Relational Database
4 10 (30.30%) PostgreSQL
5 3 (9.09%) Flink
5 3 (9.09%) SQL Server
6 2 (6.06%) Apache Hive
6 2 (6.06%) Hadoop
6 2 (6.06%) Oracle Database
6 2 (6.06%) Oracle Database 12c
6 2 (6.06%) SQL Server Integration Services
7 1 (3.03%) Big Data
7 1 (3.03%) DataStax
7 1 (3.03%) HBase
7 1 (3.03%) Impala
7 1 (3.03%) Sqoop
Development Applications
1 12 (36.36%) JUnit
2 10 (30.30%) Git (software)
2 10 (30.30%) Subversion
3 5 (15.15%) Hudson
3 5 (15.15%) Jenkins
4 2 (6.06%) NUnit
4 2 (6.06%) Selenium
4 2 (6.06%) Team Foundation Server
4 2 (6.06%) Visual Studio
4 2 (6.06%) Visual Studio Coded UI
5 1 (3.03%) JIRA
5 1 (3.03%) Maven
General
1 10 (30.30%) Finance
2 4 (12.12%) Banking
3 2 (6.06%) Marketing
4 1 (3.03%) Investment Banking
4 1 (3.03%) Retail Banking
Job Titles
1 29 (87.88%) Developer
2 15 (45.45%) Full Stack Developer
3 10 (30.30%) React Developer
4 9 (27.27%) HTML Developer
4 9 (27.27%) Node.js Developer
5 8 (24.24%) HTML CSS Developer
5 8 (24.24%) JavaScript Developer
6 6 (18.18%) Senior Developer
7 5 (15.15%) Java Developer
8 4 (12.12%) Front End Developer (Client-Side Developer)
9 2 (6.06%) Agile Developer
9 2 (6.06%) Agile Java Developer
9 2 (6.06%) Automation Tester
9 2 (6.06%) Java Software Developer
9 2 (6.06%) Senior Agile Developer
9 2 (6.06%) Senior Agile Java Developer
9 2 (6.06%) Senior Java Developer
9 2 (6.06%) Software Developer
9 2 (6.06%) Tester
10 1 (3.03%) Angular Developer
Libraries, Frameworks & Software Standards
1 27 (81.82%) AngularJS
2 26 (78.79%) React
3 25 (75.76%) CSS
3 25 (75.76%) HTML
4 16 (48.48%) Node.js
5 15 (45.45%) CSS3
5 15 (45.45%) HTML5
5 15 (45.45%) Twitter Bootstrap
6 14 (42.42%) MEAN Stack
7 10 (30.30%) jQuery
7 10 (30.30%) Sass
7 10 (30.30%) Spring
7 10 (30.30%) Thymeleaf
8 5 (15.15%) Flask
9 4 (12.12%) JSON
10 3 (9.09%) XML
11 2 (6.06%) .NET
11 2 (6.06%) Kafka
11 2 (6.06%) REST
12 1 (3.03%) ASP.NET Web API
Miscellaneous
1 5 (15.15%) User Experience
2 1 (3.03%) Mobile App
Operating Systems
1 10 (30.30%) Linux
2 1 (3.03%) Android
2 1 (3.03%) Apple iOS
Processes & Methodologies
1 31 (93.94%) Agile Software Development
2 28 (84.85%) DevOps
3 21 (63.64%) Test Automation
4 14 (42.42%) Functional Testing
4 14 (42.42%) Microservices
5 13 (39.39%) Front End Development
6 9 (27.27%) BDD
6 9 (27.27%) Kanban
6 9 (27.27%) Scrum
6 9 (27.27%) TDD
7 8 (24.24%) Software Engineering
8 7 (21.21%) Refactoring
9 6 (18.18%) Technical Debt
10 5 (15.15%) Code Coverage
10 5 (15.15%) Continuous Integration
10 5 (15.15%) Requirements Analysis
10 5 (15.15%) System Integration Testing
10 5 (15.15%) Unit Testing
11 3 (9.09%) Business Intelligence
11 3 (9.09%) ETL
Programming Languages
1 20 (60.61%) JavaScript
2 19 (57.58%) Java
3 16 (48.48%) SQL
4 11 (33.33%) Perl
4 11 (33.33%) Python
5 3 (9.09%) C#
6 2 (6.06%) PL/SQL
6 2 (6.06%) T-SQL
7 1 (3.03%) Delphi
7 1 (3.03%) PowerShell
7 1 (3.03%) Scala
Qualifications
1 2 (6.06%) Security Cleared
Quality Assurance & Compliance
1 2 (6.06%) Disclosure Scotland
System Software
1 1 (3.03%) VMware Infrastructure
Systems Management
1 1 (3.03%) Ansible
1 1 (3.03%) Opscode Chef
1 1 (3.03%) Puppet
Vendors
1 27 (81.82%) Oracle
2 5 (15.15%) Microsoft
2 5 (15.15%) VMware
3 2 (6.06%) Informatica
3 2 (6.06%) Tableau
4 1 (3.03%) SaltStack
4 1 (3.03%) Xamarin