Period
to 22 May 2018

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 22 May 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.

NoSQL
Scotland > Glasgow
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 77 53 78
Rank change year-on-year -24 +25 +17
Contract jobs citing NoSQL 35 33 13
As % of all contract IT jobs advertised in Glasgow 2.27% 2.93% 1.02%
As % of the Database & Business Intelligence category 8.71% 11.04% 4.85%
Number of daily rates quoted 16 22 5
Glasgow median daily rate £500 £400 £375
Median daily rate % change year-on-year +25.00% +6.67% -23.08%
10th Percentile £353 £318 £315
90th Percentile £575 £449 £410
Scotland median daily rate £483 £400 £388
% change year-on-year +20.63% +3.23% -13.89%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

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 402 299 268
As % of all contract IT jobs advertised in Glasgow 26.10% 26.53% 21.12%
Number of daily rates quoted 243 151 156
Glasgow median daily rate £400 £350 £350
Median daily rate % change year-on-year +14.29% - -
10th Percentile £300 £263 £221
90th Percentile £506 £488 £425
Scotland median daily rate £400 £363 £375
% change year-on-year +10.34% -3.33% -
Number of hourly rates quoted 2 6 1
Glasgow median hourly rate £10.20 £17.32 £49.41
Median hourly rate % change year-on-year -41.09% -64.95% +93.76%
10th Percentile £10.02 £14.74 £49.21
90th Percentile £10.55 £17.36 £49.62
Scotland median hourly rate £10.41 £17.36 £33.10
% change year-on-year -40.05% -47.57% +1.85%

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 22 May 2018.

Contractor daily rate histogram for NoSQL in Glasgow

For the 6 months to 22 May 2018, 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 22 (62.86%) JavaScript
2 20 (57.14%) Agile Software Development
2 20 (57.14%) REST
3 17 (48.57%) Java
4 16 (45.71%) AngularJS
5 14 (40.00%) SQL
5 14 (40.00%) Oracle
5 14 (40.00%) SOAP
5 14 (40.00%) Web Services
6 13 (37.14%) Python
6 13 (37.14%) Spring
6 13 (37.14%) Multithreading
7 12 (34.29%) Hadoop
7 12 (34.29%) MongoDB
8 11 (31.43%) Scala
9 10 (28.57%) Git (software)
9 10 (28.57%) Tomcat
9 10 (28.57%) Unix
9 10 (28.57%) Linux
9 10 (28.57%) Elasticsearch
9 10 (28.57%) Akka
9 10 (28.57%) Play Framework
10 9 (25.71%) PL/SQL
11 8 (22.86%) J2EE
11 8 (22.86%) Hibernate
11 8 (22.86%) Scrum
11 8 (22.86%) Node.js
11 8 (22.86%) Docker
11 8 (22.86%) Big Data
12 7 (20.00%) BDD

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 10 (28.57%) Elasticsearch
1 10 (28.57%) Tomcat
2 7 (20.00%) Jetty
3 6 (17.14%) JBoss
3 6 (17.14%) WebLogic
4 4 (11.43%) Apache Pig
5 3 (8.57%) Apache Spark
6 2 (5.71%) WebSphere
7 1 (2.86%) Confluence
7 1 (2.86%) Oracle SOA Suite
7 1 (2.86%) WebLogic Portal
Cloud Services
1 3 (8.57%) Amazon AWS
2 2 (5.71%) Microsoft Azure
3 1 (2.86%) Amazon EC2
3 1 (2.86%) Amazon S3
3 1 (2.86%) Amazon SQS
3 1 (2.86%) Bluemix
3 1 (2.86%) IBM Cloud
Communications & Networking
1 4 (11.43%) FTP
2 2 (5.71%) AMQP
Database & Business Intelligence
1 12 (34.29%) Hadoop
1 12 (34.29%) MongoDB
2 8 (22.86%) Big Data
3 6 (17.14%) Couchbase
3 6 (17.14%) Redis
3 6 (17.14%) Riak
4 5 (14.29%) Apache Hive
4 5 (14.29%) HBase
4 5 (14.29%) Oracle Database
4 5 (14.29%) Oracle Database 12c
5 4 (11.43%) Data Warehouse
5 4 (11.43%) Neo4j
5 4 (11.43%) OrientDB
6 3 (8.57%) MySQL
6 3 (8.57%) Relational Database
7 2 (5.71%) Impala
7 2 (5.71%) RDBMS
8 1 (2.86%) Parquet
8 1 (2.86%) PostgreSQL
Development Applications
1 10 (28.57%) Git (software)
2 6 (17.14%) JIRA
2 6 (17.14%) Maven
3 5 (14.29%) Oracle Forms
3 5 (14.29%) Vagrant
4 4 (11.43%) Cucumber
5 3 (8.57%) FitNesse
5 3 (8.57%) Selenium
5 3 (8.57%) Subversion
6 2 (5.71%) Mercurial
7 1 (2.86%) GitLab
7 1 (2.86%) Gradle
7 1 (2.86%) Grunt
7 1 (2.86%) gulp
7 1 (2.86%) IBM UrbanCode
7 1 (2.86%) Jenkins
7 1 (2.86%) Mockito
7 1 (2.86%) SonarQube
7 1 (2.86%) TeamCity
General
1 3 (8.57%) Retail
2 2 (5.71%) Finance
3 1 (2.86%) Banking
3 1 (2.86%) Investment Banking
Job Titles
1 25 (71.43%) Developer
2 10 (28.57%) Java Developer
2 10 (28.57%) Scala Developer
3 7 (20.00%) Architect
3 7 (20.00%) Full Stack Developer
4 5 (14.29%) JavaScript Developer
4 5 (14.29%) Solutions Architect
5 3 (8.57%) Big Data Developer
6 2 (5.71%) Data Modeller
6 2 (5.71%) Python Developer
6 2 (5.71%) Senior Architect
6 2 (5.71%) Senior Solutions Architect
7 1 (2.86%) HTML Developer
7 1 (2.86%) Information Architect
7 1 (2.86%) Java Technical Architect
7 1 (2.86%) Lead Developer
7 1 (2.86%) Senior Developer
7 1 (2.86%) Senior Java Developer
7 1 (2.86%) Technical Architect
7 1 (2.86%) Technical Leader
Libraries, Frameworks & Software Standards
1 20 (57.14%) REST
2 16 (45.71%) AngularJS
3 14 (40.00%) SOAP
3 14 (40.00%) Web Services
4 13 (37.14%) Spring
5 10 (28.57%) Akka
5 10 (28.57%) Play Framework
6 8 (22.86%) Hibernate
6 8 (22.86%) J2EE
6 8 (22.86%) Node.js
7 7 (20.00%) HTML
8 6 (17.14%) JMS
8 6 (17.14%) JPA
8 6 (17.14%) Middleware
9 5 (14.29%) HTML5
10 4 (11.43%) JDBC
10 4 (11.43%) JNDI
10 4 (11.43%) Spring Batch
11 3 (8.57%) Kafka
11 3 (8.57%) XML
Miscellaneous
1 5 (14.29%) IVR
2 2 (5.71%) Management Information System
2 2 (5.71%) NHS
3 1 (2.86%) Algorithms
3 1 (2.86%) Data Structures
3 1 (2.86%) Enterprise Software
3 1 (2.86%) Mobile App
3 1 (2.86%) Self-Motivation
Operating Systems
1 10 (28.57%) Linux
1 10 (28.57%) Unix
Processes & Methodologies
1 20 (57.14%) Agile Software Development
2 13 (37.14%) Multithreading
3 8 (22.86%) Scrum
4 7 (20.00%) BDD
4 7 (20.00%) TDD
5 6 (17.14%) Deployment Automation
5 6 (17.14%) ETL
5 6 (17.14%) Open Source
6 5 (14.29%) Analytics
6 5 (14.29%) Continuous Integration
6 5 (14.29%) CRM
6 5 (14.29%) Document Management
6 5 (14.29%) Kanban
6 5 (14.29%) UML
7 4 (11.43%) API Integration
7 4 (11.43%) Concurrent Programming
7 4 (11.43%) OO
7 4 (11.43%) SDLC
8 3 (8.57%) OOP
8 3 (8.57%) Workflow
Programming Languages
1 22 (62.86%) JavaScript
2 17 (48.57%) Java
3 14 (40.00%) SQL
4 13 (37.14%) Python
5 11 (31.43%) Scala
6 9 (25.71%) PL/SQL
7 4 (11.43%) Ruby
7 4 (11.43%) Shell Script
7 4 (11.43%) T-SQL
8 3 (8.57%) Bash Shell
9 2 (5.71%) C#
9 2 (5.71%) PHP
10 1 (2.86%) Java 8
Qualifications
1 1 (2.86%) BPSS Clearance
1 1 (2.86%) DBS Check
1 1 (2.86%) Degree
Quality Assurance & Compliance
1 2 (5.71%) PMO
1 2 (5.71%) QA
2 1 (2.86%) Disclosure Scotland
System Software
1 8 (22.86%) Docker
2 5 (14.29%) HDFS
Systems Management
1 7 (20.00%) Ansible
1 7 (20.00%) Puppet
2 6 (17.14%) Cobbler
2 6 (17.14%) Opscode Chef
Vendors
1 14 (40.00%) Oracle
2 3 (8.57%) IBM
3 2 (5.71%) TIBCO
4 1 (2.86%) Informatica