Period
to 18 January 2019

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 18 January 2019 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
18 Jan 2019
Same period 2018 Same period 2017
Rank 34 42 46
Rank change year-on-year +8 +4 +4
Contract jobs citing Analytics 85 51 37
As % of all contract IT jobs advertised in Glasgow 5.42% 4.39% 3.45%
As % of the Processes & Methodologies category 6.03% 5.03% 4.02%
Number of daily rates quoted 40 33 15
Glasgow median daily rate £375 £400 £420
Median daily rate % change year-on-year -6.25% -4.76% +20.00%
10th Percentile £291 £202 £327
90th Percentile £545 £585 £490
Scotland median daily rate £385 £400 £400
% change year-on-year -3.75% - +10.34%
Number of hourly rates quoted 0 5 0
Glasgow median hourly rate - £24.00 -
Scotland median hourly rate £43.00 £24.00 -
% change year-on-year +79.17% - -

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 1,410 1,013 920
As % of all contract IT jobs advertised in Glasgow 89.92% 87.25% 85.82%
Number of daily rates quoted 848 581 468
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £263 £255 £200
90th Percentile £550 £506 £451
Scotland median daily rate £413 £400 £375
% change year-on-year +3.13% +6.67% -
Number of hourly rates quoted 33 30 23
Glasgow median hourly rate £22.75 £24.00 £21.00
Median hourly rate % change year-on-year -5.21% +14.29% -16.00%
10th Percentile £12.25 £10.00 £10.00
90th Percentile £42.25 £33.88 £45.50
Scotland median hourly rate £24.50 £21.00 £21.50
% change year-on-year +16.67% -2.33% +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 18 January 2019.

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 18 January 2019, 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 30 (35.29%) Java
2 28 (32.94%) Agile Software Development
2 28 (32.94%) Test Automation
3 23 (27.06%) JIRA
3 23 (27.06%) Continuous Integration
4 20 (23.53%) SQL
5 17 (20.00%) Degree
5 17 (20.00%) Finance
5 17 (20.00%) Git (software)
5 17 (20.00%) REST
5 17 (20.00%) Spring Boot
6 15 (17.65%) Microsoft
7 14 (16.47%) Data Analytics
7 14 (16.47%) AngularJS
8 13 (15.29%) Jenkins
8 13 (15.29%) React
8 13 (15.29%) Microsoft Azure
8 13 (15.29%) Computer Science
9 12 (14.12%) Web Development
9 12 (14.12%) Oracle
9 12 (14.12%) HTML
9 12 (14.12%) CSS
9 12 (14.12%) OO
9 12 (14.12%) ETL
9 12 (14.12%) Cybersecurity
10 11 (12.94%) Enterprise Software
10 11 (12.94%) Software Delivery
10 11 (12.94%) Data Modelling
10 11 (12.94%) Spring
10 11 (12.94%) Software Engineering

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 10 (11.76%) Cloud Foundry
2 9 (10.59%) SharePoint
3 6 (7.06%) MS Exchange
4 5 (5.88%) Apache Spark
5 2 (2.35%) CMS
5 2 (2.35%) Confluence
5 2 (2.35%) Elasticsearch
5 2 (2.35%) Exchange Server 2010
6 1 (1.18%) MQSeries
Applications
1 1 (1.18%) Microsoft Excel
Cloud Services
1 13 (15.29%) Microsoft Azure
2 5 (5.88%) Amazon AWS
2 5 (5.88%) Office 365
3 4 (4.71%) Firebase
3 4 (4.71%) Google Analytics
4 3 (3.53%) OneDrive
5 2 (2.35%) Cloud Computing
5 2 (2.35%) Yarn
Communications & Networking
1 8 (9.41%) Firewall
2 4 (4.71%) Skype
3 3 (3.53%) DNS
3 3 (3.53%) Kerberos
3 3 (3.53%) Wireshark
4 1 (1.18%) Cisco Firepower
Database & Business Intelligence
1 10 (11.76%) Big Data
2 8 (9.41%) DB2
3 7 (8.24%) Hadoop
4 6 (7.06%) Data Warehouse
5 5 (5.88%) Electronic Patient Records
5 5 (5.88%) Impala
6 4 (4.71%) MongoDB
6 4 (4.71%) NoSQL
6 4 (4.71%) Oracle Database
6 4 (4.71%) Power BI
6 4 (4.71%) SQLite
7 3 (3.53%) Data Lake
7 3 (3.53%) SQL Server Analysis Services
7 3 (3.53%) SQL Server Integration Services
7 3 (3.53%) SQL Server Reporting Services
8 2 (2.35%) Data Mining
8 2 (2.35%) Oracle Database 11g
8 2 (2.35%) Oracle Database 12c
8 2 (2.35%) Qlik Sense
8 2 (2.35%) QlikView
Development Applications
1 23 (27.06%) JIRA
2 17 (20.00%) Git (software)
3 13 (15.29%) Jenkins
4 10 (11.76%) FitNesse
4 10 (11.76%) Selenium
5 5 (5.88%) Bitbucket
5 5 (5.88%) JUnit
6 4 (4.71%) CocoaPods
7 3 (3.53%) Xcode
8 2 (2.35%) Grunt
8 2 (2.35%) Karma Test Runner
8 2 (2.35%) Maven
8 2 (2.35%) Oracle Forms
8 2 (2.35%) Subversion
9 1 (1.18%) Cucumber
9 1 (1.18%) Gradle
General
1 17 (20.00%) Finance
2 10 (11.76%) Games
3 5 (5.88%) Banking
4 3 (3.53%) Investment Banking
4 3 (3.53%) Legal
4 3 (3.53%) Publishing
5 2 (2.35%) Financial Institution
6 1 (1.18%) Law
6 1 (1.18%) Marketing
Job Titles
1 35 (41.18%) Developer
2 13 (15.29%) Java Developer
3 10 (11.76%) Analyst
3 10 (11.76%) Architect
4 8 (9.41%) Full Stack Developer
5 7 (8.24%) Software Engineer
6 6 (7.06%) Automation Tester
6 6 (7.06%) React Developer
6 6 (7.06%) Security Architect
6 6 (7.06%) Tester
7 5 (5.88%) Designer
7 5 (5.88%) Scala Software Engineer
8 4 (4.71%) iOS Developer
8 4 (4.71%) Network Engineer
8 4 (4.71%) Project Manager
9 3 (3.53%) Applications Developer
9 3 (3.53%) Cloud Engineer
9 3 (3.53%) Data Architect
9 3 (3.53%) Linux Engineer
9 3 (3.53%) Security Engineer
Libraries, Frameworks & Software Standards
1 17 (20.00%) REST
1 17 (20.00%) Spring Boot
2 14 (16.47%) AngularJS
3 13 (15.29%) React
4 12 (14.12%) CSS
4 12 (14.12%) HTML
5 11 (12.94%) Spring
6 10 (11.76%) CSS3
6 10 (11.76%) Enzyme
6 10 (11.76%) HTML5
6 10 (11.76%) Jest
6 10 (11.76%) Redux
7 8 (9.41%) SOAP
8 6 (7.06%) JSON
8 6 (7.06%) Web Services
9 5 (5.88%) Akka
9 5 (5.88%) Kafka
9 5 (5.88%) XML
10 4 (4.71%) Google Maps API
10 4 (4.71%) iOS SDK
Miscellaneous
1 11 (12.94%) Enterprise Software
2 9 (10.59%) User Experience
3 5 (5.88%) Analytical Skills
3 5 (5.88%) e-Health
3 5 (5.88%) Greenfield Project
3 5 (5.88%) LIMS
3 5 (5.88%) PACS
4 4 (4.71%) Self-Motivation
5 2 (2.35%) Cyberthreat
5 2 (2.35%) Public Cloud
6 1 (1.18%) Credit Risk
6 1 (1.18%) Security Operations Centre
6 1 (1.18%) Virtual Team
Operating Systems
1 5 (5.88%) Linux
1 5 (5.88%) Windows
2 4 (4.71%) Apple iOS
3 2 (2.35%) Android
3 2 (2.35%) Windows Server
Processes & Methodologies
1 28 (32.94%) Agile Software Development
1 28 (32.94%) Test Automation
2 23 (27.06%) Continuous Integration
3 14 (16.47%) Data Analytics
4 13 (15.29%) Computer Science
5 12 (14.12%) Cybersecurity
5 12 (14.12%) ETL
5 12 (14.12%) OO
5 12 (14.12%) Web Development
6 11 (12.94%) Data Modelling
6 11 (12.94%) Software Delivery
6 11 (12.94%) Software Engineering
7 10 (11.76%) OOP
7 10 (11.76%) Regression Testing
7 10 (11.76%) Release Management
8 9 (10.59%) Business Analysis
9 8 (9.41%) Business Intelligence
9 8 (9.41%) Kanban
10 7 (8.24%) Data Governance
10 7 (8.24%) Visualisation
Programming Languages
1 30 (35.29%) Java
2 20 (23.53%) SQL
3 10 (11.76%) ES6
4 8 (9.41%) JavaScript
4 8 (9.41%) Scala
5 7 (8.24%) Java 8
6 5 (5.88%) PowerShell
7 4 (4.71%) Apple Swift
7 4 (4.71%) C#
7 4 (4.71%) Objective-C
8 3 (3.53%) Python
8 3 (3.53%) U-SQL
9 2 (2.35%) PL/SQL
10 1 (1.18%) Clojure
10 1 (1.18%) VBA
Qualifications
1 17 (20.00%) Degree
2 6 (7.06%) Computer Science Degree
3 2 (2.35%) BPSS Clearance
3 2 (2.35%) MCSA
3 2 (2.35%) MCSE
3 2 (2.35%) Microsoft Certification
4 1 (1.18%) PRINCE2 Certification
4 1 (1.18%) SC Cleared
4 1 (1.18%) Security Cleared
Quality Assurance & Compliance
1 5 (5.88%) HL7
2 4 (4.71%) Data Quality
3 3 (3.53%) Cyber Essentials
3 3 (3.53%) ISO/IEC 27001
4 2 (2.35%) PA-DSS
4 2 (2.35%) PCI DSS
System Software
1 5 (5.88%) Active Directory
2 1 (1.18%) Docker
Systems Management
1 3 (3.53%) DatAdvantage
2 2 (2.35%) Kibana
2 2 (2.35%) logstash
Vendors
1 15 (17.65%) Microsoft
2 12 (14.12%) Oracle
3 5 (5.88%) Splunk
4 4 (4.71%) Apple
4 4 (4.71%) Google
4 4 (4.71%) Tableau
5 3 (3.53%) MicroStrategy
5 3 (3.53%) Varonis
6 2 (2.35%) Adobe
6 2 (2.35%) Citrix
6 2 (2.35%) Omniture
7 1 (1.18%) Alteryx
7 1 (1.18%) Cisco
7 1 (1.18%) IBM
7 1 (1.18%) Netezza
7 1 (1.18%) Talend