Period
to 18 February 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 18 February 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
18 Feb 2018
Same period 2017 Same period 2016
Rank 49 49 88
Rank change year-on-year 0 +39 -12
Contract jobs citing NoSQL 39 33 6
As % of all contract IT jobs advertised in Glasgow 3.35% 3.14% 0.41%
As % of the Database & Business Intelligence category 14.50% 11.46% 1.83%
Number of daily rates quoted 25 14 3
Glasgow median daily rate £380 £406 £388
Median daily rate % change year-on-year -6.46% +4.84% -40.38%
10th Percentile £319 £366 £314
90th Percentile £425 £475 £406
Scotland median daily rate £380 £400 £388
% change year-on-year -5.00% +3.23% -35.42%
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 269 288 328
As % of all contract IT jobs advertised in Glasgow 23.13% 27.40% 22.45%
Number of daily rates quoted 164 143 191
Glasgow median daily rate £375 £363 £338
Median daily rate % change year-on-year +3.45% +7.41% -3.57%
10th Percentile £283 £262 £206
90th Percentile £460 £475 £450
Scotland median daily rate £390 £350 £375
% change year-on-year +11.43% -6.67% -
Number of hourly rates quoted 4 6 1
Glasgow median hourly rate £18.83 £17.32 £49.41
Median hourly rate % change year-on-year +8.69% -64.95% +119.60%
10th Percentile £11.59 £14.74 £49.21
90th Percentile £25.00 £31.54 £49.62
Scotland median hourly rate £24.00 £40.25 £25.00
% change year-on-year -40.37% +61.00% -37.50%

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

For the 6 months to 18 February 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 37 (94.87%) JavaScript
2 29 (74.36%) Agile Software Development
2 29 (74.36%) Java
3 27 (69.23%) Spring
3 27 (69.23%) Hibernate
4 26 (66.67%) Test Automation
5 22 (56.41%) Git (software)
6 20 (51.28%) MongoDB
6 20 (51.28%) Subversion
6 20 (51.28%) OO
7 19 (48.72%) SQL
7 19 (48.72%) Maven
7 19 (48.72%) Mercurial
8 18 (46.15%) Data Structures
8 18 (46.15%) Algorithms
8 18 (46.15%) Continuous Integration
9 12 (30.77%) Multithreading
9 12 (30.77%) TDD
9 12 (30.77%) Python
10 10 (25.64%) Software Engineering
10 10 (25.64%) Scrum
10 10 (25.64%) AngularJS
11 9 (23.08%) Ansible
11 9 (23.08%) Docker
11 9 (23.08%) Amazon AWS
11 9 (23.08%) BDD
11 9 (23.08%) Puppet
11 9 (23.08%) Kanban
11 9 (23.08%) Ruby
11 9 (23.08%) Concurrent Programming

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 8 (20.51%) JBoss
1 8 (20.51%) Tomcat
2 7 (17.95%) Jetty
2 7 (17.95%) WebLogic
2 7 (17.95%) WebSphere
3 5 (12.82%) Elasticsearch
4 3 (7.69%) Apache
Cloud Services
1 9 (23.08%) Amazon AWS
2 2 (5.13%) Amazon EC2
2 2 (5.13%) Amazon S3
2 2 (5.13%) Amazon SQS
3 1 (2.56%) AWS CloudFormation
3 1 (2.56%) AWS Lambda
3 1 (2.56%) GitHub
3 1 (2.56%) Microsoft Azure
3 1 (2.56%) Serverless
Communications & Networking
1 7 (17.95%) AMQP
2 1 (2.56%) HTTP
2 1 (2.56%) Internet
2 1 (2.56%) SMS
Database & Business Intelligence
1 20 (51.28%) MongoDB
2 7 (17.95%) Couchbase
2 7 (17.95%) Hadoop
2 7 (17.95%) Redis
2 7 (17.95%) Riak
3 2 (5.13%) Neo4j
3 2 (5.13%) OrientDB
4 1 (2.56%) Apache Cassandra
4 1 (2.56%) PostgreSQL
Development Applications
1 22 (56.41%) Git (software)
2 20 (51.28%) Subversion
3 19 (48.72%) Maven
3 19 (48.72%) Mercurial
4 8 (20.51%) Cucumber
5 7 (17.95%) FitNesse
5 7 (17.95%) Selenium
5 7 (17.95%) Vagrant
6 3 (7.69%) JIRA
7 1 (2.56%) Bugzilla
7 1 (2.56%) Grunt
7 1 (2.56%) gulp
7 1 (2.56%) Jenkins
General
1 2 (5.13%) Finance
Job Titles
1 35 (89.74%) Developer
2 27 (69.23%) Java Developer
3 7 (17.95%) Full Stack Developer
4 5 (12.82%) Scala Developer
5 3 (7.69%) JavaScript Developer
5 3 (7.69%) JavaScript Engineer
5 3 (7.69%) PHP Software Engineer
5 3 (7.69%) Software Engineer
6 2 (5.13%) AWS Developer
7 1 (2.56%) Front End Developer (Client-Side Developer)
7 1 (2.56%) Front End Web Developer (Client-Side Developer)
7 1 (2.56%) HTML CSS Developer
7 1 (2.56%) HTML Developer
7 1 (2.56%) Java Technologist
7 1 (2.56%) Python Developer
7 1 (2.56%) React Developer
7 1 (2.56%) SC Cleared Java Developer
7 1 (2.56%) Technologist
7 1 (2.56%) Web Developer
Libraries, Frameworks & Software Standards
1 27 (69.23%) Hibernate
1 27 (69.23%) Spring
2 10 (25.64%) AngularJS
3 8 (20.51%) HTML
3 8 (20.51%) JMS
4 7 (17.95%) HTML5
4 7 (17.95%) JPA
4 7 (17.95%) Kafka
4 7 (17.95%) RabbitMQ
4 7 (17.95%) TIBCO EMS
4 7 (17.95%) WebSphere MQ
5 5 (12.82%) REST
5 5 (12.82%) Web Services
6 4 (10.26%) Akka
6 4 (10.26%) Play Framework
6 4 (10.26%) SOAP
7 3 (7.69%) Node.js
8 2 (5.13%) Middleware
9 1 (2.56%) CSS
9 1 (2.56%) XSLT
Miscellaneous
1 18 (46.15%) Algorithms
1 18 (46.15%) Data Structures
2 3 (7.69%) Virtual Team
3 1 (2.56%) Fintech
3 1 (2.56%) Internet of Things
3 1 (2.56%) Management Information System
Operating Systems
1 5 (12.82%) Linux
1 5 (12.82%) Unix
2 1 (2.56%) CentOS
2 1 (2.56%) Ubuntu
Processes & Methodologies
1 29 (74.36%) Agile Software Development
2 26 (66.67%) Test Automation
3 20 (51.28%) OO
4 18 (46.15%) Continuous Integration
5 12 (30.77%) Multithreading
5 12 (30.77%) TDD
6 10 (25.64%) Scrum
6 10 (25.64%) Software Engineering
7 9 (23.08%) BDD
7 9 (23.08%) Concurrent Programming
7 9 (23.08%) Kanban
8 7 (17.95%) DSDM
8 7 (17.95%) Integration Testing
8 7 (17.95%) RUP
8 7 (17.95%) UML
9 6 (15.38%) Mentoring
9 6 (15.38%) System Testing
10 5 (12.82%) Business Transformation
11 4 (10.26%) Continuous Delivery
12 3 (7.69%) API Integration
Programming Languages
1 37 (94.87%) JavaScript
2 29 (74.36%) Java
3 19 (48.72%) SQL
4 12 (30.77%) Python
5 9 (23.08%) Ruby
6 7 (17.95%) Bash Shell
7 5 (12.82%) Scala
8 4 (10.26%) PHP
9 1 (2.56%) C#
9 1 (2.56%) XPath
9 1 (2.56%) XQuery
Qualifications
1 4 (10.26%) Security Cleared
2 3 (7.69%) BC Cleared
3 1 (2.56%) SC Cleared
Quality Assurance & Compliance
1 6 (15.38%) QA
System Software
1 9 (23.08%) Docker
Systems Management
1 9 (23.08%) Ansible
1 9 (23.08%) Puppet
2 8 (20.51%) Opscode Chef
3 7 (17.95%) Cobbler
4 1 (2.56%) Business Desktop Deployment
Vendors
1 7 (17.95%) IBM
1 7 (17.95%) TIBCO
2 2 (5.13%) Informatica