Period
to 19 September 2018

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 19 September 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.

Business Intelligence (BI)
Scotland > Glasgow
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 69 55 58
Rank change year-on-year -14 +3 -28
Contract jobs citing Business Intelligence 55 54 37
As % of all contract IT jobs advertised in Glasgow 3.11% 3.85% 2.85%
As % of the Processes & Methodologies category 3.51% 4.44% 3.34%
Number of daily rates quoted 30 34 17
Glasgow median daily rate £375 £450 £338
Median daily rate % change year-on-year -16.67% +33.33% -3.57%
10th Percentile £314 £313 £210
90th Percentile £525 £525 £525
Scotland median daily rate £415 £450 £330
% change year-on-year -7.78% +36.36% -12.00%
Number of hourly rates quoted 2 0 0
Glasgow median hourly rate £10.20 - -
Scotland median hourly rate £10.41 £12.50 -
% change year-on-year -16.76% - -

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 1,569 1,217 1,109
As % of all contract IT jobs advertised in Glasgow 88.59% 86.87% 85.31%
Number of daily rates quoted 897 642 616
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £259 £263 £219
90th Percentile £538 £500 £460
Scotland median daily rate £400 £388 £363
% change year-on-year +3.23% +6.90% -3.33%
Number of hourly rates quoted 34 28 16
Glasgow median hourly rate £18.25 £22.00 £14.00
Median hourly rate % change year-on-year -17.05% +57.14% -55.86%
10th Percentile £10.75 £10.00 £9.25
90th Percentile £35.18 £33.45 £44.38
Scotland median hourly rate £24.00 £26.25 £32.50
% change year-on-year -8.57% -19.23% +54.76%

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 19 September 2018.

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 19 September 2018, 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 38 (69.09%) Microsoft
2 24 (43.64%) Analytics
3 23 (41.82%) Agile Software Development
4 22 (40.00%) Power BI
5 21 (38.18%) SQL
6 20 (36.36%) SQL Server
6 20 (36.36%) SQL Server Reporting Services
6 20 (36.36%) Dynamics 365
7 18 (32.73%) Data Warehouse
7 18 (32.73%) Finance
8 17 (30.91%) CRM
8 17 (30.91%) Dynamics CRM
8 17 (30.91%) Tableau
9 15 (27.27%) SQL Server Integration Services
10 14 (25.45%) ETL
11 13 (23.64%) Data Modelling
12 12 (21.82%) C#
12 12 (21.82%) SQL Server Analysis Services
13 11 (20.00%) Visualisation
13 11 (20.00%) Microsoft Azure
13 11 (20.00%) JavaScript
13 11 (20.00%) T-SQL
13 11 (20.00%) Manufacturing
13 11 (20.00%) QlikView
14 10 (18.18%) Data Migration
14 10 (18.18%) Marketing
14 10 (18.18%) Data Analysis
14 10 (18.18%) Migration
14 10 (18.18%) Data Quality
14 10 (18.18%) Azure SQL Database

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 7 (12.73%) SharePoint
2 6 (10.91%) MS Exchange
3 1 (1.82%) Apache Spark
3 1 (1.82%) SAS
3 1 (1.82%) Umbraco
Applications
1 8 (14.55%) Microsoft Excel
2 4 (7.27%) Microsoft PowerPoint
Business Applications
1 17 (30.91%) Dynamics CRM
2 3 (5.45%) Dynamics AX
3 1 (1.82%) Oracle EBS
Cloud Services
1 20 (36.36%) Dynamics 365
2 11 (20.00%) Microsoft Azure
3 10 (18.18%) PaaS
4 9 (16.36%) Azure Data Factory
5 2 (3.64%) Office 365
6 1 (1.82%) Amazon AWS
6 1 (1.82%) Cloud Computing
6 1 (1.82%) IaaS
6 1 (1.82%) npm
Communications & Networking
1 8 (14.55%) Firewall
2 6 (10.91%) Skype
3 1 (1.82%) HTTP
3 1 (1.82%) HTTPS
3 1 (1.82%) Kerberos
3 1 (1.82%) SSL
3 1 (1.82%) VLAN
3 1 (1.82%) VPN
3 1 (1.82%) WAN
Database & Business Intelligence
1 22 (40.00%) Power BI
2 20 (36.36%) SQL Server
2 20 (36.36%) SQL Server Reporting Services
3 18 (32.73%) Data Warehouse
4 15 (27.27%) SQL Server Integration Services
5 12 (21.82%) SQL Server Analysis Services
6 11 (20.00%) QlikView
7 10 (18.18%) Azure SQL Database
7 10 (18.18%) Hadoop
8 9 (16.36%) Big Data
8 9 (16.36%) Data Lake
8 9 (16.36%) HDInsight
8 9 (16.36%) Microsoft Analysis Services
9 8 (14.55%) BusinessObjects
10 6 (10.91%) Electronic Patient Records
11 3 (5.45%) RDBMS
11 3 (5.45%) Relational Database
12 2 (3.64%) PowerCenter
13 1 (1.82%) OLAP
13 1 (1.82%) Sqoop
Development Applications
1 6 (10.91%) Visual Studio
2 2 (3.64%) MorphX
3 1 (1.82%) Git (software)
3 1 (1.82%) gulp
3 1 (1.82%) MSTest
3 1 (1.82%) NUnit
3 1 (1.82%) webpack
General
1 18 (32.73%) Finance
2 11 (20.00%) Manufacturing
3 10 (18.18%) Marketing
4 8 (14.55%) Electronics
4 8 (14.55%) Telecoms
5 4 (7.27%) Retail
6 2 (3.64%) Banking
7 1 (1.82%) Aerospace
7 1 (1.82%) Investment Banking
7 1 (1.82%) Law
7 1 (1.82%) Legal
Job Titles
1 30 (54.55%) Developer
2 10 (18.18%) Analyst
2 10 (18.18%) CRM Developer
3 9 (16.36%) Dynamics CRM Developer
3 9 (16.36%) ETL Developer
4 7 (12.73%) Data Analyst
4 7 (12.73%) Microsoft Developer
4 7 (12.73%) Network Engineer
5 4 (7.27%) Business Intelligence Developer
5 4 (7.27%) Consultant
5 4 (7.27%) Senior Developer
6 3 (5.45%) Junior
6 3 (5.45%) Junior Analyst
6 3 (5.45%) Junior Data Analyst
6 3 (5.45%) SQL Developer
7 2 (3.64%) 1st Line Support
7 2 (3.64%) Azure Developer
7 2 (3.64%) Dynamics AX Developer
7 2 (3.64%) Informatica Consultant
7 2 (3.64%) Report Analyst
Libraries, Frameworks & Software Standards
1 7 (12.73%) .NET
1 7 (12.73%) REST
2 6 (10.91%) ASP.NET
3 2 (3.64%) Angular 2
3 2 (3.64%) AngularJS
3 2 (3.64%) OAuth
4 1 (1.82%) .NET Core
4 1 (1.82%) .NET Framework
4 1 (1.82%) ASP.NET Web API
4 1 (1.82%) CSS
4 1 (1.82%) Entity Framework
4 1 (1.82%) KnockoutJS
4 1 (1.82%) LDAP
4 1 (1.82%) OAuth2
4 1 (1.82%) OOCSS
4 1 (1.82%) SAML
4 1 (1.82%) Sass
4 1 (1.82%) XML
Miscellaneous
1 6 (10.91%) e-Health
1 6 (10.91%) Enterprise Software
1 6 (10.91%) LIMS
1 6 (10.91%) PACS
2 4 (7.27%) NHS
3 3 (5.45%) Analytical Skills
4 2 (3.64%) Data Centre
4 2 (3.64%) Self-Motivation
5 1 (1.82%) Management Information System
Operating Systems
1 1 (1.82%) Linux
Processes & Methodologies
1 24 (43.64%) Analytics
2 23 (41.82%) Agile Software Development
3 17 (30.91%) CRM
4 14 (25.45%) ETL
5 13 (23.64%) Data Modelling
6 11 (20.00%) Visualisation
7 10 (18.18%) Data Analysis
7 10 (18.18%) Data Migration
7 10 (18.18%) Digital Transformation Programme
7 10 (18.18%) Migration
7 10 (18.18%) Service Design
8 9 (16.36%) Machine Learning
9 8 (14.55%) Digital Marketing
9 8 (14.55%) Programme Management
10 7 (12.73%) Data Strategy
10 7 (12.73%) Problem-Solving
11 6 (10.91%) Data Analytics
11 6 (10.91%) Health Informatics
11 6 (10.91%) Informatics
11 6 (10.91%) Risk Management
Programming Languages
1 21 (38.18%) SQL
2 12 (21.82%) C#
3 11 (20.00%) JavaScript
3 11 (20.00%) T-SQL
4 2 (3.64%) PL/SQL
4 2 (3.64%) PowerShell
4 2 (3.64%) X++
5 1 (1.82%) ES6
Qualifications
1 6 (10.91%) Degree
2 5 (9.09%) BPSS Clearance
3 3 (5.45%) Security Cleared
4 1 (1.82%) BC Cleared
4 1 (1.82%) DV Cleared
Quality Assurance & Compliance
1 10 (18.18%) Data Quality
2 6 (10.91%) HL7
2 6 (10.91%) QA
3 4 (7.27%) PMO
4 3 (5.45%) GDPR
5 1 (1.82%) ISO/IEC 27001
System Software
1 1 (1.82%) Docker
1 1 (1.82%) HDFS
1 1 (1.82%) VMware Infrastructure
1 1 (1.82%) vSphere
Systems Management
1 1 (1.82%) Ambari
1 1 (1.82%) Ansible
1 1 (1.82%) Hadoop YARN
1 1 (1.82%) Oozie
1 1 (1.82%) Single Sign-On
1 1 (1.82%) Terraform
Vendors
1 38 (69.09%) Microsoft
2 17 (30.91%) Tableau
3 8 (14.55%) SAP
4 3 (5.45%) MicroStrategy
5 2 (3.64%) Informatica
5 2 (3.64%) Oracle
6 1 (1.82%) Alteryx
6 1 (1.82%) Cisco
6 1 (1.82%) Cloudera
6 1 (1.82%) Cognos
6 1 (1.82%) F5
6 1 (1.82%) Hortonworks
6 1 (1.82%) Juniper
6 1 (1.82%) Palo Alto
6 1 (1.82%) Red Hat
6 1 (1.82%) VMware