Period
to 19 August 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 19 August 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
19 Aug 2018
Same period 2017 Same period 2016
Rank 50 61 74
Rank change year-on-year +11 +13 +21
Contract jobs citing NoSQL 77 40 20
As % of all contract IT jobs advertised in Glasgow 4.31% 3.00% 1.57%
As % of the Database & Business Intelligence category 14.67% 11.33% 6.33%
Number of daily rates quoted 36 27 8
Glasgow median daily rate £510 £400 £375
Median daily rate % change year-on-year +27.57% +6.67% -13.04%
10th Percentile £363 £318 £334
90th Percentile £575 £438 £413
Scotland median daily rate £425 £400 £381
% change year-on-year +6.25% +4.92% -10.29%
Number of hourly rates quoted 2 0 0
Glasgow median hourly rate £33.75 - -
Scotland median hourly rate £33.75 - -

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 525 353 316
As % of all contract IT jobs advertised in Glasgow 29.40% 26.44% 24.88%
Number of daily rates quoted 289 173 181
Glasgow median daily rate £425 £375 £350
Median daily rate % change year-on-year +13.33% +7.14% -
10th Percentile £319 £292 £238
90th Percentile £550 £499 £450
Scotland median daily rate £403 £375 £360
% change year-on-year +7.33% +4.17% -0.69%
Number of hourly rates quoted 4 5 0
Glasgow median hourly rate £21.45 £190.00 -
Median hourly rate % change year-on-year -88.71% - -
Scotland median hourly rate £16.25 £45.31 £36.00
% change year-on-year -64.14% +25.86% +10.77%

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 19 August 2018.

Contractor daily rate histogram for NoSQL in Glasgow

For the 6 months to 19 August 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 58 (75.32%) Java
2 53 (68.83%) MongoDB
3 50 (64.94%) Agile Software Development
4 44 (57.14%) REST
5 42 (54.55%) SQL
6 40 (51.95%) Oracle
7 37 (48.05%) SOAP
7 37 (48.05%) Web Services
8 33 (42.86%) PL/SQL
9 29 (37.66%) JavaScript
9 29 (37.66%) Oracle Forms
9 29 (37.66%) Continuous Integration
9 29 (37.66%) Oracle Database 12c
9 29 (37.66%) Oracle Database
10 28 (36.36%) Spring
11 26 (33.77%) Enterprise Architecture
11 26 (33.77%) Microservices
12 25 (32.47%) Software Delivery
12 25 (32.47%) Waterfall
12 25 (32.47%) Hadoop
13 23 (29.87%) Multithreading
14 22 (28.57%) Tomcat
15 21 (27.27%) Python
16 20 (25.97%) Hibernate
16 20 (25.97%) Puppet
17 19 (24.68%) Redis
17 19 (24.68%) Riak
17 19 (24.68%) Opscode Chef
17 19 (24.68%) Jetty
18 18 (23.38%) 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 22 (28.57%) Tomcat
2 19 (24.68%) Jetty
3 18 (23.38%) JBoss
4 16 (20.78%) WebLogic
5 10 (12.99%) WebSphere
6 7 (9.09%) Elasticsearch
7 4 (5.19%) Apache Pig
7 4 (5.19%) Apache Spark
8 2 (2.60%) Apache
8 2 (2.60%) CMS
8 2 (2.60%) Drupal
8 2 (2.60%) MODX
8 2 (2.60%) nginx
8 2 (2.60%) WordPress
9 1 (1.30%) Apache Airflow
9 1 (1.30%) Confluence
9 1 (1.30%) Oracle SOA Suite
9 1 (1.30%) WebLogic Portal
Cloud Services
1 4 (5.19%) Microsoft Azure
2 3 (3.90%) Amazon AWS
2 3 (3.90%) Google Cloud Platform
3 2 (2.60%) Adobe Analytics
3 2 (2.60%) Akamai
3 2 (2.60%) Google Analytics
3 2 (2.60%) Google Tag Manager
3 2 (2.60%) Mailgun
3 2 (2.60%) npm
4 1 (1.30%) GitHub
4 1 (1.30%) IBM Cloud
Communications & Networking
1 9 (11.69%) AMQP
2 4 (5.19%) FTP
3 2 (2.60%) DNS
3 2 (2.60%) Firewall
Database & Business Intelligence
1 53 (68.83%) MongoDB
2 29 (37.66%) Oracle Database
2 29 (37.66%) Oracle Database 12c
3 25 (32.47%) Hadoop
4 19 (24.68%) Redis
4 19 (24.68%) Riak
5 18 (23.38%) Couchbase
6 9 (11.69%) Big Data
7 8 (10.39%) Relational Database
8 5 (6.49%) Apache Hive
8 5 (6.49%) HBase
8 5 (6.49%) MySQL
9 4 (5.19%) Data Warehouse
9 4 (5.19%) RDBMS
10 3 (3.90%) Neo4j
10 3 (3.90%) OrientDB
11 2 (2.60%) DB2
11 2 (2.60%) Impala
12 1 (1.30%) PostgreSQL
12 1 (1.30%) SQL Server Reporting Services
Development Applications
1 29 (37.66%) Oracle Forms
2 16 (20.78%) Cucumber
3 15 (19.48%) Selenium
4 14 (18.18%) Vagrant
5 12 (15.58%) FitNesse
6 9 (11.69%) Git (software)
7 5 (6.49%) JIRA
7 5 (6.49%) Maven
8 2 (2.60%) JUnit
9 1 (1.30%) GitLab
9 1 (1.30%) Gradle
9 1 (1.30%) IBM UrbanCode
9 1 (1.30%) Jenkins
9 1 (1.30%) Mockito
9 1 (1.30%) SonarQube
9 1 (1.30%) Subversion
9 1 (1.30%) TeamCity
General
1 5 (6.49%) Retail
2 1 (1.30%) Banking
2 1 (1.30%) Finance
2 1 (1.30%) Investment Banking
Job Titles
1 36 (46.75%) Developer
2 32 (41.56%) Architect
3 25 (32.47%) Java Developer
4 18 (23.38%) Solutions Architect
5 9 (11.69%) Digital Architect
5 9 (11.69%) Senior Architect
5 9 (11.69%) Senior Solutions Architect
6 8 (10.39%) Service Architect
7 7 (9.09%) Full Stack Developer
8 6 (7.79%) Scala Developer
9 4 (5.19%) Technical Architect
10 3 (3.90%) Big Data Developer
10 3 (3.90%) Python Developer
11 2 (2.60%) Cloud Architect
11 2 (2.60%) Data Modeller
11 2 (2.60%) DevOps Engineer
11 2 (2.60%) Java Architect
11 2 (2.60%) Java Technical Architect
11 2 (2.60%) JavaScript Developer
11 2 (2.60%) Oracle Architect
Libraries, Frameworks & Software Standards
1 44 (57.14%) REST
2 37 (48.05%) SOAP
2 37 (48.05%) Web Services
3 28 (36.36%) Spring
4 20 (25.97%) Hibernate
5 18 (23.38%) HTML
6 17 (22.08%) JPA
7 15 (19.48%) HTML5
8 14 (18.18%) JMS
9 13 (16.88%) AngularJS
10 11 (14.29%) Kafka
11 10 (12.99%) RabbitMQ
12 9 (11.69%) Akka
12 9 (11.69%) Play Framework
12 9 (11.69%) TIBCO EMS
12 9 (11.69%) WebSphere MQ
13 8 (10.39%) J2EE
13 8 (10.39%) Node.js
14 6 (7.79%) Middleware
15 4 (5.19%) JNDI
Miscellaneous
1 5 (6.49%) IVR
2 3 (3.90%) Greenfield Project
3 2 (2.60%) Linux Command Line
3 2 (2.60%) NHS
3 2 (2.60%) Self-Motivation
4 1 (1.30%) Enterprise Software
4 1 (1.30%) Management Information System
4 1 (1.30%) Mobile App
Operating Systems
1 13 (16.88%) Linux
2 11 (14.29%) Unix
Processes & Methodologies
1 50 (64.94%) Agile Software Development
2 29 (37.66%) Continuous Integration
3 26 (33.77%) Enterprise Architecture
3 26 (33.77%) Microservices
4 25 (32.47%) Software Delivery
4 25 (32.47%) Waterfall
5 23 (29.87%) Multithreading
6 17 (22.08%) Deployment Automation
7 16 (20.78%) TDD
8 14 (18.18%) BDD
8 14 (18.18%) Concurrent Programming
8 14 (18.18%) Scrum
8 14 (18.18%) Test Automation
9 12 (15.58%) Collaborative Working
9 12 (15.58%) UML
10 11 (14.29%) Integration Testing
10 11 (14.29%) Kanban
10 11 (14.29%) Software Engineering
10 11 (14.29%) Technical Architecture
11 10 (12.99%) Decision-Making
Programming Languages
1 58 (75.32%) Java
2 42 (54.55%) SQL
3 33 (42.86%) PL/SQL
4 29 (37.66%) JavaScript
5 21 (27.27%) Python
6 11 (14.29%) Bash Shell
6 11 (14.29%) Ruby
7 9 (11.69%) Scala
8 7 (9.09%) Java 8
9 4 (5.19%) Shell Script
9 4 (5.19%) T-SQL
10 3 (3.90%) PHP
11 2 (2.60%) C#
12 1 (1.30%) C++
Qualifications
1 13 (16.88%) Degree
2 2 (2.60%) BPSS Clearance
3 1 (1.30%) DBS Check
3 1 (1.30%) TOGAF Certification
Quality Assurance & Compliance
1 9 (11.69%) QA
2 2 (2.60%) PMO
3 1 (1.30%) Disclosure Scotland
System Software
1 18 (23.38%) Docker
2 6 (7.79%) HDFS
3 2 (2.60%) Postfix
Systems Management
1 20 (25.97%) Puppet
2 19 (24.68%) Opscode Chef
3 18 (23.38%) Ansible
4 15 (19.48%) Cobbler
5 2 (2.60%) Fail2ban
5 2 (2.60%) HAProxy
Vendors
1 40 (51.95%) Oracle
2 10 (12.99%) IBM
2 10 (12.99%) TIBCO
3 8 (10.39%) Informatica
4 5 (6.49%) Google
5 2 (2.60%) Adobe
5 2 (2.60%) Lets Encrypt
5 2 (2.60%) Sybase
6 1 (1.30%) Tableau