Period
to 20 November 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytics over the 6 months to 20 November 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.

Analytics
Scotland > Glasgow
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 24 44 57
Rank change year-on-year +20 +13 +2
Contract jobs citing Analytics 120 50 28
As % of all contract IT jobs advertised in Glasgow 7.03% 3.87% 2.52%
As % of the Processes & Methodologies category 7.84% 4.41% 2.98%
Number of daily rates quoted 52 27 11
Glasgow median daily rate £406 £400 £450
Median daily rate % change year-on-year +1.56% -11.11% +38.46%
10th Percentile £266 £215 £390
90th Percentile £538 £600 £525
Scotland median daily rate £398 £400 £400
% change year-on-year -0.50% - +6.67%
Number of hourly rates quoted 1 5 0
Glasgow median hourly rate £32.50 £24.00 -
Median hourly rate % change year-on-year +35.42% - -
Scotland median hourly rate £37.75 £24.00 £43.00
% change year-on-year +57.29% -44.19% -

Analytics is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Glasgow
Contract vacancies with a requirement for process or methodology skills 1,531 1,133 941
As % of all contract IT jobs advertised in Glasgow 89.74% 87.63% 84.70%
Number of daily rates quoted 889 608 496
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £256 £257 £217
90th Percentile £538 £500 £450
Scotland median daily rate £400 £390 £355
% change year-on-year +2.56% +9.86% -5.33%
Number of hourly rates quoted 30 34 22
Glasgow median hourly rate £19.00 £24.00 £15.25
Median hourly rate % change year-on-year -20.83% +57.38% -50.12%
10th Percentile £12.98 £10.00 £9.25
90th Percentile £39.99 £33.53 £42.73
Scotland median hourly rate £24.50 £24.00 £20.50
% change year-on-year +2.08% +17.07% -2.38%

Analytics
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Analytics in Glasgow

Analytics
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Analytics in Glasgow

Analytics
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Analytics in Glasgow over the 6 months to 20 November 2018.

Contractor daily rate histogram for Analytics in Glasgow

Analytics
Contractor Hourly Rate Trend in Glasgow

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytics in Glasgow.

Contractor hourly rate trend for Analytics in Glasgow

For the 6 months to 20 November 2018, IT contractor jobs citing Analytics 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 Analytics.

1 43 (35.83%) Agile Software Development
2 39 (32.50%) Java
3 31 (25.83%) Microsoft
4 29 (24.17%) Degree
5 28 (23.33%) Test Automation
5 28 (23.33%) SQL
6 26 (21.67%) Microsoft Azure
7 25 (20.83%) Software Engineering
8 24 (20.00%) Computer Science
9 23 (19.17%) JIRA
9 23 (19.17%) Finance
10 22 (18.33%) Business Intelligence
11 21 (17.50%) ETL
11 21 (17.50%) Continuous Integration
11 21 (17.50%) Hadoop
11 21 (17.50%) Cybersecurity
11 21 (17.50%) Analytical Skills
12 20 (16.67%) Scala
12 20 (16.67%) Games
13 19 (15.83%) Git (software)
13 19 (15.83%) Enterprise Software
14 18 (15.00%) Java 8
15 17 (14.17%) Visualisation
15 17 (14.17%) Tableau
15 17 (14.17%) Big Data
15 17 (14.17%) Spring
16 16 (13.33%) Data Analytics
16 16 (13.33%) AngularJS
16 16 (13.33%) Spring Boot
17 15 (12.50%) Data Modelling

Analytics
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 13 (10.83%) SharePoint
2 11 (9.17%) Apache Spark
3 10 (8.33%) Cloud Foundry
4 9 (7.50%) MS Exchange
5 4 (3.33%) CMS
5 4 (3.33%) Elasticsearch
6 3 (2.50%) Confluence
6 3 (2.50%) Exchange Server 2010
6 3 (2.50%) WordPress
7 2 (1.67%) Apache
7 2 (1.67%) Drupal
7 2 (1.67%) MODX
7 2 (1.67%) nginx
8 1 (0.83%) Apache Airflow
8 1 (0.83%) GemFire
8 1 (0.83%) SAS
8 1 (0.83%) Tomcat
Applications
1 3 (2.50%) Microsoft Excel
2 1 (0.83%) Microsoft PowerPoint
Business Applications
1 8 (6.67%) Workday HCM
2 3 (2.50%) Dynamics CRM
Cloud Services
1 26 (21.67%) Microsoft Azure
2 9 (7.50%) Azure Data Factory
2 9 (7.50%) Dynamics 365
2 9 (7.50%) PaaS
3 7 (5.83%) Office 365
4 4 (3.33%) Amazon AWS
5 3 (2.50%) Adobe Analytics
5 3 (2.50%) Akamai
5 3 (2.50%) Cloud Computing
5 3 (2.50%) Google Analytics
5 3 (2.50%) Google Tag Manager
6 2 (1.67%) Mailgun
6 2 (1.67%) npm
6 2 (1.67%) OneDrive
6 2 (1.67%) Yarn
7 1 (0.83%) Firebase
Communications & Networking
1 11 (9.17%) Firewall
2 6 (5.00%) Skype
3 4 (3.33%) DNS
4 2 (1.67%) Kerberos
4 2 (1.67%) Wireshark
5 1 (0.83%) Cisco Firepower
5 1 (0.83%) Internet
Database & Business Intelligence
1 21 (17.50%) Hadoop
2 17 (14.17%) Big Data
3 11 (9.17%) Data Warehouse
3 11 (9.17%) Power BI
4 10 (8.33%) Data Lake
4 10 (8.33%) HDInsight
4 10 (8.33%) Impala
4 10 (8.33%) SQL Server Analysis Services
4 10 (8.33%) SQL Server Integration Services
4 10 (8.33%) SQL Server Reporting Services
5 9 (7.50%) Azure SQL Database
5 9 (7.50%) Microsoft Analysis Services
5 9 (7.50%) SQL Server
6 8 (6.67%) DB2
7 7 (5.83%) Electronic Patient Records
8 5 (4.17%) BusinessObjects
8 5 (4.17%) NoSQL
9 4 (3.33%) QlikView
9 4 (3.33%) Relational Database
10 3 (2.50%) Qlik Sense
Development Applications
1 23 (19.17%) JIRA
2 19 (15.83%) Git (software)
3 14 (11.67%) Jenkins
4 11 (9.17%) FitNesse
5 10 (8.33%) Selenium
6 4 (3.33%) JUnit
7 3 (2.50%) Bitbucket
7 3 (2.50%) Maven
7 3 (2.50%) Subversion
8 2 (1.67%) Grunt
8 2 (1.67%) Karma Test Runner
9 1 (0.83%) Ant
9 1 (0.83%) CocoaPods
9 1 (0.83%) Concordion
9 1 (0.83%) Cucumber
9 1 (0.83%) Xcode
General
1 23 (19.17%) Finance
2 20 (16.67%) Games
3 5 (4.17%) Banking
4 4 (3.33%) Marketing
5 2 (1.67%) Financial Institution
5 2 (1.67%) Investment Banking
5 2 (1.67%) Legal
5 2 (1.67%) Publishing
6 1 (0.83%) Electronics
6 1 (0.83%) Law
6 1 (0.83%) Manufacturing
6 1 (0.83%) Private Banking
6 1 (0.83%) Telecoms
Job Titles
1 49 (40.83%) Developer
2 17 (14.17%) Analyst
2 17 (14.17%) Java Developer
3 11 (9.17%) Software Engineer
4 10 (8.33%) Architect
5 9 (7.50%) Designer
5 9 (7.50%) ETL Developer
5 9 (7.50%) Scala Software Engineer
5 9 (7.50%) Security Architect
6 8 (6.67%) Full Stack Developer
7 6 (5.00%) Network Engineer
7 6 (5.00%) React Developer
8 5 (4.17%) Automation Tester
8 5 (4.17%) Consultant
8 5 (4.17%) Tester
9 4 (3.33%) Solutions Designer
9 4 (3.33%) Transformation Analyst
10 3 (2.50%) Data Analyst
10 3 (2.50%) Project Manager
10 3 (2.50%) UI Developer
Libraries, Frameworks & Software Standards
1 17 (14.17%) Spring
2 16 (13.33%) AngularJS
2 16 (13.33%) Spring Boot
3 15 (12.50%) CSS
3 15 (12.50%) HTML
4 13 (10.83%) REST
5 12 (10.00%) Kafka
5 12 (10.00%) React
6 11 (9.17%) Akka
7 10 (8.33%) CSS3
7 10 (8.33%) Enzyme
7 10 (8.33%) HTML5
7 10 (8.33%) Jest
7 10 (8.33%) Redux
8 9 (7.50%) Hibernate
8 9 (7.50%) JPA
8 9 (7.50%) JSON
9 8 (6.67%) RESTful
10 5 (4.17%) SOAP
11 4 (3.33%) Node.js
Miscellaneous
1 24 (20.00%) Computer Science
2 21 (17.50%) Analytical Skills
3 19 (15.83%) Enterprise Software
4 8 (6.67%) Analytical Mindset
5 7 (5.83%) e-Health
5 7 (5.83%) LIMS
5 7 (5.83%) PACS
5 7 (5.83%) User Experience
6 5 (4.17%) Self-Motivation
7 3 (2.50%) Public Cloud
8 2 (1.67%) Greenfield Project
8 2 (1.67%) Linux Command Line
8 2 (1.67%) Security Operations Centre
9 1 (0.83%) Blog
9 1 (0.83%) Credit Risk
9 1 (0.83%) Cyberthreat
9 1 (0.83%) Management Information System
9 1 (0.83%) Virtual Team
Operating Systems
1 9 (7.50%) Linux
2 5 (4.17%) Windows
3 4 (3.33%) Unix
4 3 (2.50%) Windows Server
5 1 (0.83%) Android
5 1 (0.83%) Apple iOS
Processes & Methodologies
1 43 (35.83%) Agile Software Development
2 28 (23.33%) Test Automation
3 25 (20.83%) Software Engineering
4 22 (18.33%) Business Intelligence
5 21 (17.50%) Continuous Integration
5 21 (17.50%) Cybersecurity
5 21 (17.50%) ETL
6 17 (14.17%) Visualisation
7 16 (13.33%) Data Analytics
8 15 (12.50%) Data Modelling
9 14 (11.67%) OO
10 13 (10.83%) Data Governance
10 13 (10.83%) Problem-Solving
11 12 (10.00%) E-Discovery
11 12 (10.00%) Web Development
12 11 (9.17%) OOP
13 10 (8.33%) Business Analysis
13 10 (8.33%) MapReduce
13 10 (8.33%) Regression Testing
13 10 (8.33%) Release Management
Programming Languages
1 39 (32.50%) Java
2 28 (23.33%) SQL
3 20 (16.67%) Scala
4 18 (15.00%) Java 8
5 13 (10.83%) JavaScript
6 10 (8.33%) ES6
7 9 (7.50%) T-SQL
8 6 (5.00%) PowerShell
8 6 (5.00%) Python
9 3 (2.50%) PHP
10 2 (1.67%) C#
11 1 (0.83%) Apple Swift
11 1 (0.83%) C++
11 1 (0.83%) Jython
11 1 (0.83%) Objective-C
11 1 (0.83%) Perl
11 1 (0.83%) Shell Script
11 1 (0.83%) VBA
Qualifications
1 29 (24.17%) Degree
2 11 (9.17%) Computer Science Degree
3 3 (2.50%) BPSS Clearance
3 3 (2.50%) MCSA
3 3 (2.50%) MCSE
3 3 (2.50%) Microsoft Certification
3 3 (2.50%) Security Cleared
4 1 (0.83%) BC Cleared
4 1 (0.83%) PRINCE2 Certification
4 1 (0.83%) SC Cleared
Quality Assurance & Compliance
1 7 (5.83%) HL7
2 3 (2.50%) Data Quality
3 2 (1.67%) Cyber Essentials
3 2 (1.67%) ISO/IEC 27001
4 1 (0.83%) PA-DSS
4 1 (0.83%) PCI DSS
4 1 (0.83%) QA
System Software
1 5 (4.17%) Active Directory
2 2 (1.67%) Postfix
3 1 (0.83%) HDFS
Systems Management
1 3 (2.50%) Ansible
1 3 (2.50%) Kibana
1 3 (2.50%) logstash
2 2 (1.67%) DatAdvantage
2 2 (1.67%) Fail2ban
2 2 (1.67%) HAProxy
2 2 (1.67%) Opscode Chef
2 2 (1.67%) Puppet
Vendors
1 31 (25.83%) Microsoft
2 17 (14.17%) Tableau
3 10 (8.33%) Oracle
4 8 (6.67%) Workday
5 5 (4.17%) Adobe
5 5 (4.17%) Splunk
6 4 (3.33%) Google
7 3 (2.50%) Citrix
7 3 (2.50%) MicroStrategy
8 2 (1.67%) Lets Encrypt
8 2 (1.67%) Omniture
8 2 (1.67%) Varonis
9 1 (0.83%) Alteryx
9 1 (0.83%) Apple
9 1 (0.83%) Cisco
9 1 (0.83%) Cognos
9 1 (0.83%) IBM
9 1 (0.83%) SAP
9 1 (0.83%) Sencha