Period
to 13 November 2019

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Business Intelligence skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Business Intelligence over the 6 months to 13 November 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.

Business Intelligence (BI)
Scotland > Glasgow
6 months to
13 Nov 2019
Same period 2018 Same period 2017
Rank 28 60 48
Rank change year-on-year +32 -12 +10
Contract jobs citing Business Intelligence 95 60 52
As % of all contract IT jobs advertised in Glasgow 6.65% 3.54% 3.94%
As % of the Processes & Methodologies category 7.55% 3.94% 4.46%
Number of daily rates quoted 57 33 34
Glasgow median daily rate £423 £365 £438
Median daily rate % change year-on-year +15.75% -16.57% +27.27%
10th Percentile £309 £304 £292
90th Percentile £595 £503 £525
Scotland median daily rate £400 £400 £425
% change year-on-year - -5.88% +17.24%
Number of hourly rates quoted 2 0 0
Glasgow median hourly rate £35.00 - -
Scotland median hourly rate £35.00 £27.00 £12.50
% change year-on-year +29.63% +116.00% -

Business Intelligence 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 1,259 1,523 1,165
As % of all contract IT jobs advertised in Glasgow 88.17% 89.80% 88.19%
Number of daily rates quoted 757 875 615
Glasgow median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% +7.14%
10th Percentile £275 £256 £255
90th Percentile £588 £538 £500
Scotland median daily rate £425 £400 £388
% change year-on-year +6.25% +3.23% +9.15%
Number of hourly rates quoted 49 31 34
Glasgow median hourly rate £22.50 £19.00 £24.00
Median hourly rate % change year-on-year +18.42% -20.83% +57.38%
10th Percentile £11.17 £12.75 £10.00
90th Percentile £35.75 £39.57 £33.53
Scotland median hourly rate £20.75 £25.00 £25.00
% change year-on-year -17.00% - +4.17%

Business Intelligence
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Business Intelligence in Glasgow

Business Intelligence
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Business Intelligence in Glasgow

Business Intelligence
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Business Intelligence in Glasgow over the 6 months to 13 November 2019.

Contractor daily rate histogram for Business Intelligence in Glasgow

Business Intelligence
Contractor Hourly Rate Trend in Glasgow

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

Contractor hourly rate trend for Business Intelligence in Glasgow

For the 6 months to 13 November 2019, IT contractor jobs citing Business Intelligence 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 Business Intelligence.

1 42 (44.21%) Finance
2 34 (35.79%) SQL
3 29 (30.53%) Agile Software Development
4 28 (29.47%) Public Sector
5 24 (25.26%) Programme Management
6 21 (22.11%) Manufacturing
6 21 (22.11%) Telecoms
6 21 (22.11%) Marketing
6 21 (22.11%) Big Data
7 20 (21.05%) Digital Marketing
7 20 (21.05%) Data Architecture
7 20 (21.05%) Electronics
7 20 (21.05%) SAP
8 18 (18.95%) Data Management
8 18 (18.95%) Power Platform
9 17 (17.89%) Problem-Solving
9 17 (17.89%) Power BI
9 17 (17.89%) Migration
9 17 (17.89%) SQL Server
9 17 (17.89%) ETL
9 17 (17.89%) Microsoft
9 17 (17.89%) Analytical Skills
10 16 (16.84%) Analytics
10 16 (16.84%) Data Modelling
11 15 (15.79%) Data Warehouse
12 14 (14.74%) Apache Spark
12 14 (14.74%) Hadoop
13 13 (13.68%) Data Quality
14 12 (12.63%) Azure
14 12 (12.63%) Data Development

Business Intelligence
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 14 (14.74%) Apache Spark
2 5 (5.26%) SharePoint
3 3 (3.16%) Apache
4 1 (1.05%) Confluence
Applications
1 2 (2.11%) Microsoft Excel
1 2 (2.11%) MS Visio
2 1 (1.05%) Microsoft Office
Business Applications
1 5 (5.26%) Dynamics CRM
2 2 (2.11%) Oracle EBS
3 1 (1.05%) Adobe Campaign
Cloud Services
1 18 (18.95%) Power Platform
2 12 (12.63%) Azure
3 6 (6.32%) Dynamics 365
4 3 (3.16%) Azure Active Directory
5 2 (2.11%) Amazon EC2
5 2 (2.11%) Azure Data Factory
5 2 (2.11%) GitHub
5 2 (2.11%) Office 365
6 1 (1.05%) Google Docs
6 1 (1.05%) Microsoft Flow
6 1 (1.05%) Slack
6 1 (1.05%) Trello
Communications & Networking
1 3 (3.16%) SSL
2 2 (2.11%) HTTP
2 2 (2.11%) Internet
2 2 (2.11%) TCP/IP
3 1 (1.05%) Firewall
3 1 (1.05%) Skype
Database & Business Intelligence
1 21 (22.11%) Big Data
2 17 (17.89%) Power BI
2 17 (17.89%) SQL Server
3 15 (15.79%) Data Warehouse
4 14 (14.74%) Hadoop
5 11 (11.58%) HBase
5 11 (11.58%) Impala
5 11 (11.58%) Qlik Sense
5 11 (11.58%) Spark SQL
6 10 (10.53%) Apache Hive
6 10 (10.53%) QlikView
7 7 (7.37%) SQL Server Integration Services
7 7 (7.37%) SQL Server Reporting Services
8 5 (5.26%) RDBMS
8 5 (5.26%) Relational Database
9 4 (4.21%) Oracle Database
10 3 (3.16%) BusinessObjects
10 3 (3.16%) Data Lake
10 3 (3.16%) Electronic Patient Records
10 3 (3.16%) MongoDB
Development Applications
1 2 (2.11%) Bitbucket
1 2 (2.11%) ERwin
1 2 (2.11%) Git (software)
1 2 (2.11%) GitLab
1 2 (2.11%) Jenkins
1 2 (2.11%) Sonatype Nexus
1 2 (2.11%) Toad
1 2 (2.11%) Visual Studio
2 1 (1.05%) Cucumber
2 1 (1.05%) Gatling
2 1 (1.05%) GoCD
2 1 (1.05%) JIRA
2 1 (1.05%) JMeter
2 1 (1.05%) Selenium
2 1 (1.05%) TeamCity
2 1 (1.05%) WebDriver
General
1 42 (44.21%) Finance
2 28 (29.47%) Public Sector
3 21 (22.11%) Manufacturing
3 21 (22.11%) Marketing
3 21 (22.11%) Telecoms
4 20 (21.05%) Electronics
5 3 (3.16%) Banking
5 3 (3.16%) Investment Banking
5 3 (3.16%) Pharmaceutical
6 2 (2.11%) Billing
6 2 (2.11%) Retail
Job Titles
1 31 (32.63%) Developer
2 15 (15.79%) Consultant
3 13 (13.68%) Analyst
4 11 (11.58%) Scala Developer
5 8 (8.42%) Architect
5 8 (8.42%) Business Intelligence Consultant
6 7 (7.37%) Data Analyst
7 6 (6.32%) Data Architect
7 6 (6.32%) Data Engineer
7 6 (6.32%) DevOps Engineer
8 5 (5.26%) Business Analyst
8 5 (5.26%) DBA
8 5 (5.26%) Senior DevOps
9 4 (4.21%) Senior Consultant
10 3 (3.16%) CRM Business Analyst
10 3 (3.16%) Enterprise Consultant
10 3 (3.16%) Junior
10 3 (3.16%) Project Manager
10 3 (3.16%) Security Consultant
10 3 (3.16%) SQL DBA
Libraries, Frameworks & Software Standards
1 11 (11.58%) Kafka
2 6 (6.32%) Middleware
3 3 (3.16%) .NET
3 3 (3.16%) RabbitMQ
3 3 (3.16%) RESTful
3 3 (3.16%) Velocity
4 2 (2.11%) J2EE
4 2 (2.11%) LDAP
4 2 (2.11%) React
4 2 (2.11%) Redux
4 2 (2.11%) XML
5 1 (1.05%) ASP.NET
5 1 (1.05%) Gherkin
5 1 (1.05%) REST
5 1 (1.05%) Spring
5 1 (1.05%) Spring Boot
5 1 (1.05%) Web Services
Miscellaneous
1 17 (17.89%) Analytical Skills
2 6 (6.32%) Self-Motivation
3 5 (5.26%) Enterprise Software
4 4 (4.21%) Mashup
5 3 (3.16%) e-Health
5 3 (3.16%) LIMS
5 3 (3.16%) Management Information System
5 3 (3.16%) NHS
5 3 (3.16%) PACS
6 2 (2.11%) Internet of Things
6 2 (2.11%) User Experience
7 1 (1.05%) CMDB
7 1 (1.05%) Reference Data
7 1 (1.05%) Renewable Energy
Operating Systems
1 10 (10.53%) Linux
2 8 (8.42%) Windows
3 5 (5.26%) Windows 10
4 4 (4.21%) Red Hat Enterprise Linux
5 3 (3.16%) CentOS
6 2 (2.11%) Amazon Linux
6 2 (2.11%) Solaris
6 2 (2.11%) Unix
7 1 (1.05%) Windows Server
7 1 (1.05%) Windows Server 2008
Processes & Methodologies
1 29 (30.53%) Agile Software Development
2 24 (25.26%) Programme Management
3 20 (21.05%) Data Architecture
3 20 (21.05%) Digital Marketing
4 18 (18.95%) Data Management
5 17 (17.89%) ETL
5 17 (17.89%) Migration
5 17 (17.89%) Problem-Solving
6 16 (16.84%) Analytics
6 16 (16.84%) Data Modelling
7 12 (12.63%) Data Development
8 10 (10.53%) Metadata Management
9 9 (9.47%) Analytical Thinking
9 9 (9.47%) Data Migration
9 9 (9.47%) Software Engineering
10 8 (8.42%) Data Visualisation
10 8 (8.42%) DevOps
10 8 (8.42%) Performance Monitoring
10 8 (8.42%) Technical Leadership
10 8 (8.42%) Visualisation
Programming Languages
1 34 (35.79%) SQL
2 11 (11.58%) Java
2 11 (11.58%) Scala
3 8 (8.42%) Python
4 5 (5.26%) JavaScript
4 5 (5.26%) T-SQL
5 3 (3.16%) PL/SQL
6 2 (2.11%) C#
6 2 (2.11%) Clojure
6 2 (2.11%) Java 8
7 1 (1.05%) PowerShell
Qualifications
1 9 (9.47%) Security Cleared
2 7 (7.37%) SC Cleared
3 3 (3.16%) BPSS Clearance
4 2 (2.11%) Degree
5 1 (1.05%) Microsoft Certification
Quality Assurance & Compliance
1 13 (13.68%) Data Quality
2 3 (3.16%) HL7
3 2 (2.11%) QA
4 1 (1.05%) Disclosure Scotland
4 1 (1.05%) GDPR
4 1 (1.05%) Sarbanes-Oxley
System Software
1 10 (10.53%) HDFS
2 3 (3.16%) Active Directory
3 1 (1.05%) Hyper-V
3 1 (1.05%) VMware ESXi
Systems Management
1 7 (7.37%) Ansible
2 5 (5.26%) Puppet
2 5 (5.26%) SCCM
3 3 (3.16%) Microsoft Intune
3 3 (3.16%) Terraform
4 2 (2.11%) AirWatch
4 2 (2.11%) Oracle RMAN
Vendors
1 20 (21.05%) SAP
2 17 (17.89%) Microsoft
3 10 (10.53%) Tableau
4 8 (8.42%) Oracle
5 5 (5.26%) IBM
6 3 (3.16%) Databricks
7 2 (2.11%) Red Hat
8 1 (1.05%) Adobe
8 1 (1.05%) Google
8 1 (1.05%) Mitel
8 1 (1.05%) OneTrust
8 1 (1.05%) Sophos
8 1 (1.05%) Veeam
8 1 (1.05%) Workday