Period
to 18 January 2019

The following table provides summary statistics for contract job vacancies advertised in Glasgow 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 18 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 > Glasgow
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 71 46 47
Rank change year-on-year -25 +1 +44
Contract jobs citing NoSQL 37 42 36
As % of all contract IT jobs advertised in Glasgow 2.36% 3.62% 3.36%
As % of the Database & Business Intelligence category 9.59% 15.27% 12.37%
Number of daily rates quoted 26 29 14
Glasgow median daily rate £425 £380 £406
Median daily rate % change year-on-year +11.84% -6.46% -22.62%
10th Percentile £319 £319 £354
90th Percentile £600 £428 £475
Scotland median daily rate £425 £380 £406
% change year-on-year +11.84% -6.46% -22.62%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
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 Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Contract vacancies with a requirement for database or business intelligence skills 386 275 291
As % of all contract IT jobs advertised in Glasgow 24.62% 23.69% 27.15%
Number of daily rates quoted 241 165 141
Glasgow median daily rate £400 £375 £363
Median daily rate % change year-on-year +6.67% +3.45% +7.41%
10th Percentile £310 £263 £260
90th Percentile £538 £500 £475
Scotland median daily rate £400 £388 £350
% change year-on-year +3.23% +10.71% -6.67%
Number of hourly rates quoted 3 4 6
Glasgow median hourly rate £12.50 £18.83 £17.32
Median hourly rate % change year-on-year -33.60% +8.69% -44.05%
10th Percentile £12.25 £11.59 £14.74
90th Percentile £12.75 £25.00 £31.54
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 Glasgow

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

Job vacancy trend for NoSQL in Glasgow

NoSQL
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for NoSQL in Glasgow

NoSQL
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing NoSQL in Glasgow over the 6 months to 18 January 2019.

Contractor daily rate histogram for NoSQL in Glasgow

For the 6 months to 18 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 Glasgow region with a requirement for NoSQL.

1 30 (81.08%) Java
2 20 (54.05%) Agile Software Development
2 20 (54.05%) Spring
3 17 (45.95%) Oracle
3 17 (45.95%) MongoDB
4 16 (43.24%) SQL
5 15 (40.54%) JavaScript
5 15 (40.54%) REST
6 13 (35.14%) HTML
7 12 (32.43%) Banking
8 11 (29.73%) Hadoop
8 11 (29.73%) Web Services
8 11 (29.73%) Tomcat
9 10 (27.03%) SOAP
9 10 (27.03%) PL/SQL
9 10 (27.03%) Investment Banking
9 10 (27.03%) Microservices
10 9 (24.32%) Oracle Database
10 9 (24.32%) J2EE
11 8 (21.62%) WebLogic
11 8 (21.62%) HTML5
12 7 (18.92%) Amazon AWS
12 7 (18.92%) JPA
12 7 (18.92%) Redis
12 7 (18.92%) Riak
12 7 (18.92%) Puppet
12 7 (18.92%) Google
12 7 (18.92%) Jetty
12 7 (18.92%) UML
12 7 (18.92%) JBoss

NoSQL
Co-occurring IT Skills in Glasgow 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 11 (29.73%) Tomcat
2 8 (21.62%) WebLogic
3 7 (18.92%) JBoss
3 7 (18.92%) Jetty
4 6 (16.22%) WebSphere
5 2 (5.41%) Apache
5 2 (5.41%) nginx
6 1 (2.70%) OpenStack
Business Applications
1 1 (2.70%) Oracle Financials
Cloud Services
1 7 (18.92%) Amazon AWS
1 7 (18.92%) Google Cloud Platform
2 6 (16.22%) Microsoft Azure
3 2 (5.41%) npm
4 1 (2.70%) GitHub
Communications & Networking
1 2 (5.41%) AMQP
1 2 (5.41%) DNS
1 2 (5.41%) Firewall
Database & Business Intelligence
1 17 (45.95%) MongoDB
2 11 (29.73%) Hadoop
3 9 (24.32%) Oracle Database
4 7 (18.92%) Oracle Database 12c
4 7 (18.92%) Redis
4 7 (18.92%) Riak
5 6 (16.22%) Couchbase
6 3 (8.11%) Data Warehouse
6 3 (8.11%) DB2
6 3 (8.11%) MySQL
6 3 (8.11%) Relational Database
6 3 (8.11%) SQL Server
7 2 (5.41%) Amazon RDS
7 2 (5.41%) Oracle Database 11g
7 2 (5.41%) RDBMS
8 1 (2.70%) Apache Cassandra
8 1 (2.70%) InterSystems Cache
8 1 (2.70%) PostgreSQL
Development Applications
1 7 (18.92%) Oracle Forms
2 4 (10.81%) Cucumber
2 4 (10.81%) Selenium
2 4 (10.81%) Vagrant
3 3 (8.11%) Ant
3 3 (8.11%) FitNesse
3 3 (8.11%) JIRA
3 3 (8.11%) JUnit
3 3 (8.11%) Maven
4 2 (5.41%) Axure RP
4 2 (5.41%) Eclipse
4 2 (5.41%) Subversion
5 1 (2.70%) MSTest
5 1 (2.70%) NUnit
General
1 12 (32.43%) Banking
2 10 (27.03%) Investment Banking
3 5 (13.51%) Finance
4 4 (10.81%) Retail
5 2 (5.41%) Financial Institution
Job Titles
1 23 (62.16%) Developer
2 19 (51.35%) Java Developer
3 9 (24.32%) Architect
4 6 (16.22%) Solutions Architect
5 3 (8.11%) .NET Developer
5 3 (8.11%) C# .NET Developer
5 3 (8.11%) C# Developer
5 3 (8.11%) Senior Developer
5 3 (8.11%) Senior Java Developer
6 2 (5.41%) Administrator
6 2 (5.41%) Data Architect
6 2 (5.41%) Full Stack Developer
6 2 (5.41%) Junior
6 2 (5.41%) Junior Systems Administrator
6 2 (5.41%) Systems Administrator
7 1 (2.70%) Java Software Engineer
7 1 (2.70%) Oracle Technical Architect
7 1 (2.70%) Software Developer
7 1 (2.70%) Software Engineer
7 1 (2.70%) Technical Architect
Libraries, Frameworks & Software Standards
1 20 (54.05%) Spring
2 15 (40.54%) REST
3 13 (35.14%) HTML
4 11 (29.73%) Web Services
5 10 (27.03%) SOAP
6 9 (24.32%) J2EE
7 8 (21.62%) HTML5
8 7 (18.92%) Hibernate
8 7 (18.92%) JPA
8 7 (18.92%) Kafka
9 5 (13.51%) Node.js
10 4 (10.81%) CSS
10 4 (10.81%) JMS
11 3 (8.11%) .NET
11 3 (8.11%) Java SE
11 3 (8.11%) RabbitMQ
11 3 (8.11%) XML
11 3 (8.11%) XSLT
12 2 (5.41%) ASP.NET MVC
12 2 (5.41%) TIBCO EMS
Miscellaneous
1 3 (8.11%) Analytical Skills
2 2 (5.41%) Linux Command Line
2 2 (5.41%) User Experience
3 1 (2.70%) Algorithms
3 1 (2.70%) Data Structures
3 1 (2.70%) Greenfield Project
Operating Systems
1 5 (13.51%) Linux
2 2 (5.41%) Unix
Processes & Methodologies
1 20 (54.05%) Agile Software Development
2 10 (27.03%) Microservices
3 7 (18.92%) UML
4 6 (16.22%) Software Engineering
5 5 (13.51%) Data Modelling
5 5 (13.51%) Deployment Automation
5 5 (13.51%) Kanban
5 5 (13.51%) OO
5 5 (13.51%) Scrum
5 5 (13.51%) TDD
6 4 (10.81%) Analytics
6 4 (10.81%) BDD
6 4 (10.81%) Continuous Integration
6 4 (10.81%) Digital Transformation Programme
6 4 (10.81%) Enterprise Architecture
6 4 (10.81%) Multithreading
6 4 (10.81%) Problem-Solving
6 4 (10.81%) Software Delivery
6 4 (10.81%) Test Automation
6 4 (10.81%) Waterfall
Programming Languages
1 30 (81.08%) Java
2 16 (43.24%) SQL
3 15 (40.54%) JavaScript
4 10 (27.03%) PL/SQL
5 7 (18.92%) Java 8
6 3 (8.11%) Bash Shell
6 3 (8.11%) C#
6 3 (8.11%) Python
6 3 (8.11%) Ruby
6 3 (8.11%) T-SQL
7 2 (5.41%) PHP
8 1 (2.70%) Clojure
8 1 (2.70%) Scala
Qualifications
1 4 (10.81%) Degree
Quality Assurance & Compliance
1 2 (5.41%) Data Quality
1 2 (5.41%) PA-DSS
1 2 (5.41%) PCI DSS
1 2 (5.41%) QA
System Software
1 4 (10.81%) Docker
Systems Management
1 7 (18.92%) Ansible
1 7 (18.92%) Opscode Chef
1 7 (18.92%) Puppet
2 4 (10.81%) Cobbler
3 2 (5.41%) HAProxy
Vendors
1 17 (45.95%) Oracle
2 7 (18.92%) Google
3 5 (13.51%) IBM
4 3 (8.11%) TIBCO
5 2 (5.41%) Informatica
5 2 (5.41%) Lets Encrypt