Period
to 17 July 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 17 July 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
17 Jul 2019
Same period 2018 Same period 2017
Rank 49 59 46
Rank change year-on-year +10 -13 -7
Contract jobs citing Business Intelligence 69 63 50
As % of all contract IT jobs advertised in Glasgow 4.49% 3.60% 3.97%
As % of the Processes & Methodologies category 5.05% 4.10% 4.51%
Number of daily rates quoted 47 42 29
Glasgow median daily rate £425 £400 £425
Median daily rate % change year-on-year +6.25% -5.88% +25.46%
10th Percentile £336 £315 £311
90th Percentile £538 £521 £525
Scotland median daily rate £450 £415 £450
% change year-on-year +8.43% -7.78% +30.43%
Number of hourly rates quoted 0 2 1
Glasgow median hourly rate - £10.20 £17.39
Median hourly rate % change year-on-year - -41.33% -
Scotland median hourly rate £45.25 £10.41 £17.39
% change year-on-year +334.89% -40.17% -

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 1,367 1,537 1,108
As % of all contract IT jobs advertised in Glasgow 88.88% 87.93% 87.87%
Number of daily rates quoted 810 918 582
Glasgow median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% +7.14%
10th Percentile £275 £263 £262
90th Percentile £575 £538 £488
Scotland median daily rate £425 £400 £380
% change year-on-year +6.25% +5.26% +1.33%
Number of hourly rates quoted 51 31 16
Glasgow median hourly rate £25.00 £15.86 £15.94
Median hourly rate % change year-on-year +57.63% -0.50% -27.55%
10th Percentile £11.17 £10.75 £13.25
90th Percentile £40.25 £35.00 £37.75
Scotland median hourly rate £22.50 £17.50 £27.50
% change year-on-year +28.57% -36.36% -23.61%

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 17 July 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 17 July 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 33 (47.83%) SQL
2 32 (46.38%) Microsoft Azure
3 29 (42.03%) Power BI
3 29 (42.03%) Power Platform
4 27 (39.13%) Big Data
4 27 (39.13%) SQL Server
5 24 (34.78%) Finance
6 22 (31.88%) T-SQL
6 22 (31.88%) Data Quality
6 22 (31.88%) Analytics
7 21 (30.43%) SQL Server Integration Services
8 20 (28.99%) Microsoft
9 18 (26.09%) Python
10 14 (20.29%) ETL
10 14 (20.29%) Programme Management
10 14 (20.29%) Agile Software Development
10 14 (20.29%) Data Management
11 13 (18.84%) Telecoms
11 13 (18.84%) Manufacturing
11 13 (18.84%) Quality Management
11 13 (18.84%) Scorecard
12 12 (17.39%) Data Warehouse
12 12 (17.39%) SAP
12 12 (17.39%) Electronics
12 12 (17.39%) Marketing
12 12 (17.39%) Digital Marketing
13 11 (15.94%) Apache Spark
13 11 (15.94%) Mentoring
13 11 (15.94%) Hadoop
14 10 (14.49%) Coaching

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 11 (15.94%) Apache Spark
2 4 (5.80%) SharePoint
3 3 (4.35%) Apache
4 2 (2.90%) Confluence
5 1 (1.45%) Umbraco
Applications
1 4 (5.80%) Microsoft Office
Business Applications
1 2 (2.90%) Dynamics CRM
2 1 (1.45%) Oracle EBS
Cloud Services
1 32 (46.38%) Microsoft Azure
2 29 (42.03%) Power Platform
3 4 (5.80%) Azure Active Directory
4 3 (4.35%) Azure Data Factory
4 3 (4.35%) Office 365
5 2 (2.90%) Google Cloud Platform
6 1 (1.45%) Azure Stack
6 1 (1.45%) Dynamics 365
6 1 (1.45%) Google Docs
6 1 (1.45%) npm
6 1 (1.45%) Slack
6 1 (1.45%) Trello
Communications & Networking
1 2 (2.90%) Internet
2 1 (1.45%) Firewall
2 1 (1.45%) Skype
2 1 (1.45%) SSL
Database & Business Intelligence
1 29 (42.03%) Power BI
2 27 (39.13%) Big Data
2 27 (39.13%) SQL Server
3 21 (30.43%) SQL Server Integration Services
4 12 (17.39%) Data Warehouse
5 11 (15.94%) Hadoop
6 9 (13.04%) SQL Server Reporting Services
7 8 (11.59%) Apache Hive
8 7 (10.14%) Data Lake
9 6 (8.70%) Azure SQL Database
9 6 (8.70%) HBase
9 6 (8.70%) Impala
9 6 (8.70%) Spark SQL
10 5 (7.25%) Qlik Sense
10 5 (7.25%) QlikView
11 4 (5.80%) Azure SQL Data Warehouse
11 4 (5.80%) SQL Server Analysis Services
12 3 (4.35%) Cosmos DB
12 3 (4.35%) NoSQL
13 2 (2.90%) SQL Server 2012
Development Applications
1 2 (2.90%) Eclipse
1 2 (2.90%) Jenkins
1 2 (2.90%) JIRA
1 2 (2.90%) Maven
1 2 (2.90%) Subversion
2 1 (1.45%) Cucumber
2 1 (1.45%) Gatling
2 1 (1.45%) Git (software)
2 1 (1.45%) JMeter
2 1 (1.45%) MSTest
2 1 (1.45%) NUnit
2 1 (1.45%) Selenium
2 1 (1.45%) TeamCity
2 1 (1.45%) Visual Studio
2 1 (1.45%) WebDriver
General
1 24 (34.78%) Finance
2 13 (18.84%) Manufacturing
2 13 (18.84%) Telecoms
3 12 (17.39%) Electronics
3 12 (17.39%) Marketing
4 5 (7.25%) Banking
4 5 (7.25%) Investment Banking
5 3 (4.35%) Pharmaceutical
6 2 (2.90%) Billing
6 2 (2.90%) Retail
7 1 (1.45%) Front Office
7 1 (1.45%) Legal
Job Titles
1 26 (37.68%) Developer
2 10 (14.49%) Consultant
3 9 (13.04%) Data Engineer
4 7 (10.14%) Business Intelligence Developer
5 6 (8.70%) Scala Developer
6 5 (7.25%) Analyst
6 5 (7.25%) DBA
6 5 (7.25%) Power BI Developer
6 5 (7.25%) SQL DBA
7 4 (5.80%) Business Intelligence Consultant
7 4 (5.80%) DevOps Engineer
7 4 (5.80%) SQL Developer
8 3 (4.35%) Data Analyst
8 3 (4.35%) Enterprise Consultant
8 3 (4.35%) Lead DevOps
8 3 (4.35%) Lead DevOps Engineer
8 3 (4.35%) Mobility Consultant
8 3 (4.35%) Power BI Consultant
8 3 (4.35%) Security Consultant
8 3 (4.35%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 6 (8.70%) Kafka
2 3 (4.35%) Velocity
3 2 (2.90%) Middleware
4 1 (1.45%) .NET
4 1 (1.45%) .NET Core
4 1 (1.45%) .NET Framework
4 1 (1.45%) ASP.NET Web API
4 1 (1.45%) Entity Framework
4 1 (1.45%) Gherkin
4 1 (1.45%) REST
4 1 (1.45%) RESTful
4 1 (1.45%) Sass
4 1 (1.45%) Web Services
4 1 (1.45%) XML
Miscellaneous
1 7 (10.14%) Analytical Skills
2 3 (4.35%) Self-Motivation
3 2 (2.90%) Internet of Things
3 2 (2.90%) Replication
4 1 (1.45%) Derivative
4 1 (1.45%) Foreign Exchange (FX)
4 1 (1.45%) Management Information System
Operating Systems
1 4 (5.80%) Linux
1 4 (5.80%) Windows
2 3 (4.35%) CentOS
2 3 (4.35%) Red Hat Enterprise Linux
2 3 (4.35%) Windows 10
3 2 (2.90%) Windows Server
4 1 (1.45%) Windows 7
4 1 (1.45%) Windows Server 2003
4 1 (1.45%) Windows Server 2008
Processes & Methodologies
1 22 (31.88%) Analytics
2 14 (20.29%) Agile Software Development
2 14 (20.29%) Data Management
2 14 (20.29%) ETL
2 14 (20.29%) Programme Management
3 13 (18.84%) Quality Management
3 13 (18.84%) Scorecard
4 12 (17.39%) Digital Marketing
5 11 (15.94%) Mentoring
6 10 (14.49%) Business Analysis
6 10 (14.49%) Coaching
6 10 (14.49%) Migration
7 9 (13.04%) Data Modelling
7 9 (13.04%) Workshop Facilitation
8 8 (11.59%) Data Architecture
9 7 (10.14%) Problem-Solving
10 6 (8.70%) DevOps
10 6 (8.70%) Metadata Management
11 5 (7.25%) Data Development
11 5 (7.25%) Performance Tuning
Programming Languages
1 33 (47.83%) SQL
2 22 (31.88%) T-SQL
3 18 (26.09%) Python
4 6 (8.70%) Scala
5 4 (5.80%) Java
6 3 (4.35%) JavaScript
7 2 (2.90%) C#
7 2 (2.90%) PowerShell
8 1 (1.45%) R
Qualifications
1 6 (8.70%) Security Cleared
2 5 (7.25%) SC Cleared
3 2 (2.90%) Degree
4 1 (1.45%) BC Cleared
4 1 (1.45%) MCSA
4 1 (1.45%) MCSE
4 1 (1.45%) Microsoft Certification
4 1 (1.45%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 22 (31.88%) Data Quality
2 1 (1.45%) GDPR
2 1 (1.45%) QA
2 1 (1.45%) SLA
System Software
1 6 (8.70%) HDFS
2 2 (2.90%) Active Directory
2 2 (2.90%) Hyper-V
3 1 (1.45%) Virtual Machines
3 1 (1.45%) VMware ESXi
Systems Management
1 5 (7.25%) SCCM
2 3 (4.35%) Ansible
2 3 (4.35%) Microsoft Intune
2 3 (4.35%) Puppet
2 3 (4.35%) Terraform
3 2 (2.90%) AirWatch
3 2 (2.90%) Kubernetes
3 2 (2.90%) Oozie
Vendors
1 20 (28.99%) Microsoft
2 12 (17.39%) SAP
3 4 (5.80%) Databricks
4 3 (4.35%) Google
5 2 (2.90%) Ab Initio
5 2 (2.90%) Cloudera
5 2 (2.90%) Oracle
6 1 (1.45%) Avaloq
6 1 (1.45%) Informatica
6 1 (1.45%) Mitel
6 1 (1.45%) Sophos
6 1 (1.45%) Tableau
6 1 (1.45%) Veeam
6 1 (1.45%) VMware