Period
to 15 October 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 15 October 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
15 Oct 2018
Same period 2017 Same period 2016
Rank 45 44 56
Rank change year-on-year -1 +12 +43
Contract jobs citing NoSQL 76 60 33
As % of all contract IT jobs advertised in Glasgow 4.51% 4.48% 2.64%
As % of the Database & Business Intelligence category 16.49% 16.09% 9.88%
Number of daily rates quoted 39 42 13
Glasgow median daily rate £508 £380 £400
Median daily rate % change year-on-year +33.71% -5.00% +3.23%
10th Percentile £355 £318 £338
90th Percentile £575 £438 £470
Scotland median daily rate £415 £380 £400
% change year-on-year +9.21% -5.00% -3.03%
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 461 373 334
As % of all contract IT jobs advertised in Glasgow 27.34% 27.88% 26.76%
Number of daily rates quoted 254 189 181
Glasgow median daily rate £425 £380 £350
Median daily rate % change year-on-year +11.84% +8.57% +2.26%
10th Percentile £319 £297 £257
90th Percentile £548 £500 £450
Scotland median daily rate £400 £390 £350
% change year-on-year +2.56% +11.43% -
Number of hourly rates quoted 3 8 1
Glasgow median hourly rate £32.50 £107.00 £44.50
Median hourly rate % change year-on-year -69.63% +140.45% +14.84%
10th Percentile £14.41 £12.77 £43.25
90th Percentile £34.75 £195.00 £45.75
Scotland median hourly rate £16.25 £43.39 £36.00
% change year-on-year -62.55% +20.53% +11.03%

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 15 October 2018.

Contractor daily rate histogram for NoSQL in Glasgow

For the 6 months to 15 October 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 61 (80.26%) Java
2 51 (67.11%) MongoDB
3 48 (63.16%) Agile Software Development
4 44 (57.89%) SQL
5 42 (55.26%) REST
6 41 (53.95%) Oracle
7 36 (47.37%) Web Services
8 34 (44.74%) SOAP
8 34 (44.74%) PL/SQL
9 31 (40.79%) Spring
10 30 (39.47%) Oracle Forms
10 30 (39.47%) Oracle Database 12c
10 30 (39.47%) Oracle Database
11 29 (38.16%) Microservices
11 29 (38.16%) Continuous Integration
12 26 (34.21%) Enterprise Architecture
13 25 (32.89%) Waterfall
13 25 (32.89%) Software Delivery
14 22 (28.95%) JavaScript
15 21 (27.63%) Hadoop
16 19 (25.00%) Multithreading
16 19 (25.00%) Tomcat
17 17 (22.37%) Hibernate
17 17 (22.37%) HTML
17 17 (22.37%) Puppet
18 16 (21.05%) Degree
18 16 (21.05%) Python
18 16 (21.05%) Redis
18 16 (21.05%) Riak
18 16 (21.05%) Kafka

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 19 (25.00%) Tomcat
2 15 (19.74%) JBoss
2 15 (19.74%) Jetty
3 13 (17.11%) WebLogic
4 10 (13.16%) WebSphere
5 4 (5.26%) Apache Pig
5 4 (5.26%) Apache Spark
5 4 (5.26%) Elasticsearch
6 2 (2.63%) Apache
6 2 (2.63%) CMS
6 2 (2.63%) Drupal
6 2 (2.63%) MODX
6 2 (2.63%) nginx
6 2 (2.63%) WordPress
7 1 (1.32%) Apache Airflow
7 1 (1.32%) Confluence
7 1 (1.32%) WebLogic Portal
Cloud Services
1 4 (5.26%) Google Cloud Platform
1 4 (5.26%) Microsoft Azure
2 3 (3.95%) Amazon AWS
3 2 (2.63%) Adobe Analytics
3 2 (2.63%) Akamai
3 2 (2.63%) Google Analytics
3 2 (2.63%) Google Tag Manager
3 2 (2.63%) Mailgun
3 2 (2.63%) npm
4 1 (1.32%) GitHub
4 1 (1.32%) IBM Cloud
Communications & Networking
1 9 (11.84%) AMQP
2 4 (5.26%) FTP
3 2 (2.63%) DNS
3 2 (2.63%) Firewall
Database & Business Intelligence
1 51 (67.11%) MongoDB
2 30 (39.47%) Oracle Database
2 30 (39.47%) Oracle Database 12c
3 21 (27.63%) Hadoop
4 16 (21.05%) Redis
4 16 (21.05%) Riak
5 15 (19.74%) Couchbase
6 7 (9.21%) Big Data
6 7 (9.21%) Relational Database
7 5 (6.58%) Apache Hive
7 5 (6.58%) HBase
8 3 (3.95%) Data Warehouse
8 3 (3.95%) MySQL
8 3 (3.95%) RDBMS
9 2 (2.63%) DB2
9 2 (2.63%) Impala
10 1 (1.32%) Apache Cassandra
10 1 (1.32%) Azkaban
10 1 (1.32%) Neo4j
10 1 (1.32%) OrientDB
Development Applications
1 30 (39.47%) Oracle Forms
2 15 (19.74%) Cucumber
2 15 (19.74%) Selenium
3 12 (15.79%) FitNesse
4 11 (14.47%) Vagrant
5 7 (9.21%) Git (software)
6 5 (6.58%) Maven
7 3 (3.95%) JIRA
8 2 (2.63%) JUnit
9 1 (1.32%) IBM UrbanCode
9 1 (1.32%) Jenkins
9 1 (1.32%) Subversion
9 1 (1.32%) TeamCity
General
1 6 (7.89%) Banking
1 6 (7.89%) Investment Banking
2 2 (2.63%) Retail
3 1 (1.32%) Finance
Job Titles
1 34 (44.74%) Developer
2 32 (42.11%) Architect
3 27 (35.53%) Java Developer
4 19 (25.00%) Solutions Architect
5 9 (11.84%) Digital Architect
5 9 (11.84%) Senior Architect
5 9 (11.84%) Senior Solutions Architect
6 8 (10.53%) Service Architect
7 5 (6.58%) Full Stack Developer
8 3 (3.95%) Big Data Developer
8 3 (3.95%) Scala Developer
8 3 (3.95%) Technical Architect
9 2 (2.63%) Cloud Architect
9 2 (2.63%) Data Architect
9 2 (2.63%) Data Modeller
9 2 (2.63%) DevOps Engineer
9 2 (2.63%) Oracle Architect
9 2 (2.63%) Python Developer
9 2 (2.63%) Senior Developer
9 2 (2.63%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 42 (55.26%) REST
2 36 (47.37%) Web Services
3 34 (44.74%) SOAP
4 31 (40.79%) Spring
5 17 (22.37%) Hibernate
5 17 (22.37%) HTML
6 16 (21.05%) Kafka
7 15 (19.74%) JMS
8 14 (18.42%) HTML5
8 14 (18.42%) JPA
9 12 (15.79%) J2EE
10 10 (13.16%) RabbitMQ
11 9 (11.84%) TIBCO EMS
11 9 (11.84%) WebSphere MQ
12 8 (10.53%) AngularJS
13 5 (6.58%) Akka
13 5 (6.58%) Play Framework
14 4 (5.26%) JNDI
14 4 (5.26%) Node.js
14 4 (5.26%) Spring Batch
Miscellaneous
1 5 (6.58%) IVR
2 3 (3.95%) Analytical Skills
2 3 (3.95%) Greenfield Project
3 2 (2.63%) Linux Command Line
3 2 (2.63%) Self-Motivation
4 1 (1.32%) Enterprise Software
Operating Systems
1 9 (11.84%) Linux
2 7 (9.21%) Unix
Processes & Methodologies
1 48 (63.16%) Agile Software Development
2 29 (38.16%) Continuous Integration
2 29 (38.16%) Microservices
3 26 (34.21%) Enterprise Architecture
4 25 (32.89%) Software Delivery
4 25 (32.89%) Waterfall
5 19 (25.00%) Multithreading
6 14 (18.42%) Deployment Automation
6 14 (18.42%) TDD
6 14 (18.42%) Test Automation
7 13 (17.11%) Concurrent Programming
8 12 (15.79%) BDD
8 12 (15.79%) Collaborative Working
8 12 (15.79%) Software Engineering
9 11 (14.47%) Integration Testing
9 11 (14.47%) Kanban
9 11 (14.47%) Scrum
9 11 (14.47%) Technical Architecture
9 11 (14.47%) UML
10 10 (13.16%) Decision-Making
Programming Languages
1 61 (80.26%) Java
2 44 (57.89%) SQL
3 34 (44.74%) PL/SQL
4 22 (28.95%) JavaScript
5 16 (21.05%) Python
6 11 (14.47%) Bash Shell
6 11 (14.47%) Ruby
7 10 (13.16%) Java 8
8 6 (7.89%) Scala
9 4 (5.26%) Shell Script
9 4 (5.26%) T-SQL
10 3 (3.95%) PHP
11 2 (2.63%) C#
12 1 (1.32%) C++
Qualifications
1 16 (21.05%) Degree
2 2 (2.63%) BPSS Clearance
3 1 (1.32%) DBS Check
3 1 (1.32%) TOGAF Certification
Quality Assurance & Compliance
1 9 (11.84%) QA
2 1 (1.32%) Disclosure Scotland
System Software
1 15 (19.74%) Docker
2 6 (7.89%) HDFS
3 2 (2.63%) Postfix
Systems Management
1 17 (22.37%) Puppet
2 16 (21.05%) Opscode Chef
3 15 (19.74%) Ansible
4 12 (15.79%) Cobbler
5 2 (2.63%) Fail2ban
5 2 (2.63%) HAProxy
Vendors
1 41 (53.95%) Oracle
2 10 (13.16%) IBM
2 10 (13.16%) TIBCO
3 8 (10.53%) Informatica
4 6 (7.89%) Google
5 2 (2.63%) Adobe
5 2 (2.63%) Lets Encrypt
5 2 (2.63%) Sybase
6 1 (1.32%) Tableau