Period
to 31 July 2021

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Power BI skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Power BI over the 6 months to 31 July 2021 with a comparison to the same period in the previous 2 years.

Microsoft Power BI
Scotland > Glasgow
6 months to
31 Jul 2021
Same period 2020 Same period 2019
Rank 45 72 77
Rank change year-on-year +27 +5 +43
Permanent jobs citing Power BI 67 13 53
As % of all permanent jobs advertised in Glasgow 4.72% 1.42% 2.83%
As % of the Database & Business Intelligence category 15.65% 4.44% 7.69%
Number of salaries quoted 52 11 43
10th Percentile £32,500 £37,500 £35,250
25th Percentile £38,438 £45,000 £36,750
Median annual salary (50th Percentile) £47,500 £50,000 £42,500
Median % change year-on-year -5.00% +17.65% -2.30%
75th Percentile £53,750 £62,500 £52,500
90th Percentile £62,000 £65,000 £60,250
Scotland median annual salary £47,500 £49,750 £45,000
% change year-on-year -4.52% +10.56% +1.29%

Power BI is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Permanent vacancies with a requirement for database or business intelligence skills 428 293 689
As % of all permanent IT jobs advertised in Glasgow 30.18% 31.92% 36.84%
Number of salaries quoted 294 192 495
10th Percentile £33,750 £32,500 £32,500
25th Percentile £37,500 £37,750 £36,250
Median annual salary (50th Percentile) £47,500 £45,000 £45,000
Median % change year-on-year +5.56% - -
75th Percentile £56,813 £53,750 £55,000
90th Percentile £70,000 £57,500 £65,000
Scotland median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Power BI
Job Vacancy Trend in Glasgow

Job postings citing Power BI as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for Power BI in Glasgow

Power BI
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing Power BI in Glasgow.

Salary trend for Power BI in Glasgow

Power BI
Salary Histogram in Glasgow

Salary distribution for jobs citing Power BI in Glasgow over the 6 months to 31 July 2021.

Salary histogram for Power BI in Glasgow

For the 6 months to 31 July 2021, IT jobs citing Power BI also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for Power BI.

1 67 (100.00%) Power Platform
2 63 (94.03%) Business Intelligence
3 49 (73.13%) SQL
4 32 (47.76%) SQL Server Integration Services
5 31 (46.27%) ETL
6 30 (44.78%) Data Warehouse
6 30 (44.78%) Azure
7 29 (43.28%) SQL Server
8 23 (34.33%) SQL Server Analysis Services
8 23 (34.33%) Social Skills
9 22 (32.84%) Python
10 21 (31.34%) Microsoft
11 20 (29.85%) Visualisation
12 19 (28.36%) Data Modelling
13 18 (26.87%) SQL Server Reporting Services
13 18 (26.87%) Analytical Skills
14 17 (25.37%) C#
15 16 (23.88%) T-SQL
15 16 (23.88%) Agile Software Development
16 15 (22.39%) Data Visualisation
16 15 (22.39%) Analytics
17 14 (20.90%) Data Analysis
18 13 (19.40%) Data Strategy
19 12 (17.91%) Project Delivery
20 11 (16.42%) Logistics
20 11 (16.42%) Tableau
21 10 (14.93%) .NET
22 9 (13.43%) Web Services
22 9 (13.43%) R
22 9 (13.43%) Azure SQL Database

Power BI
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 (10.45%) SAS
2 1 (1.49%) MS Exchange
Applications
1 7 (10.45%) Microsoft Excel
2 5 (7.46%) Stata
Cloud Services
1 67 (100.00%) Power Platform
2 30 (44.78%) Azure
3 8 (11.94%) Azure Data Factory
4 5 (7.46%) AWS
4 5 (7.46%) Azure Synapse Analytics
5 2 (2.99%) SaaS
6 1 (1.49%) Azure Active Directory
6 1 (1.49%) Azure Logic Apps
6 1 (1.49%) Cloud Computing
6 1 (1.49%) GCP
6 1 (1.49%) GitHub
6 1 (1.49%) IaaS
6 1 (1.49%) Microsoft 365
6 1 (1.49%) PaaS
6 1 (1.49%) Snowflake
Communications & Networking
1 1 (1.49%) Firewall
1 1 (1.49%) LAN
1 1 (1.49%) WAN
1 1 (1.49%) Wireless
Database & Business Intelligence
1 32 (47.76%) SQL Server Integration Services
2 30 (44.78%) Data Warehouse
3 29 (43.28%) SQL Server
4 23 (34.33%) SQL Server Analysis Services
5 18 (26.87%) SQL Server Reporting Services
6 11 (16.42%) Tableau
7 9 (13.43%) Azure SQL Database
8 8 (11.94%) SSDT
9 7 (10.45%) BusinessObjects
9 7 (10.45%) Qlik Sense
10 5 (7.46%) Data Lake
10 5 (7.46%) OLAP
10 5 (7.46%) OLAP Cube
10 5 (7.46%) QlikView
11 4 (5.97%) Big Data
12 3 (4.48%) PostgreSQL
13 2 (2.99%) Metadata
13 2 (2.99%) Microsoft Analysis Services
13 2 (2.99%) SAS Enterprise Guide
14 1 (1.49%) Amazon Redshift
General
1 23 (34.33%) Social Skills
2 18 (26.87%) Analytical Skills
3 7 (10.45%) Finance
4 6 (8.96%) Presentation Skills
5 5 (7.46%) Influencing Skills
5 5 (7.46%) Manufacturing
5 5 (7.46%) Publishing
6 2 (2.99%) Banking
6 2 (2.99%) Retail
7 1 (1.49%) Automotive
7 1 (1.49%) Legal
7 1 (1.49%) Public Sector
Job Titles
1 33 (49.25%) Developer
2 29 (43.28%) Business Intelligence Developer
3 11 (16.42%) Data Engineer
4 8 (11.94%) Business Developer
5 6 (8.96%) Analyst
5 6 (8.96%) Data Analyst
6 5 (7.46%) Architect
6 5 (7.46%) C# Developer
6 5 (7.46%) Power BI Developer
7 4 (5.97%) Consultant
7 4 (5.97%) Full Stack Developer
7 4 (5.97%) Lead Developer
8 3 (4.48%) Business Intelligence Lead
8 3 (4.48%) Junior
8 3 (4.48%) Junior Business Intelligence Developer
8 3 (4.48%) Junior Developer
9 2 (2.99%) Business Intelligence Consultant
9 2 (2.99%) Data Architect
9 2 (2.99%) SAS Consultant
9 2 (2.99%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 10 (14.93%) .NET
2 9 (13.43%) Web Services
3 8 (11.94%) RESTful
4 6 (8.96%) REST
5 5 (7.46%) .NET Core
5 5 (7.46%) AngularJS
5 5 (7.46%) CSS
5 5 (7.46%) HTML
6 4 (5.97%) Angular 2
7 2 (2.99%) ASP.NET Web API
8 1 (1.49%) EDI
8 1 (1.49%) GraphQL
8 1 (1.49%) MDX
8 1 (1.49%) SAML
8 1 (1.49%) Spring
8 1 (1.49%) Spring Boot
Miscellaneous
1 5 (7.46%) FMCG
2 2 (2.99%) Management Information System
2 2 (2.99%) Virtual Team
3 1 (1.49%) Greenfield Project
3 1 (1.49%) User Experience
Operating Systems
1 1 (1.49%) Windows
1 1 (1.49%) Windows Server
Processes & Methodologies
1 63 (94.03%) Business Intelligence
2 31 (46.27%) ETL
3 20 (29.85%) Visualisation
4 19 (28.36%) Data Modelling
5 16 (23.88%) Agile Software Development
6 15 (22.39%) Analytics
6 15 (22.39%) Data Visualisation
7 14 (20.90%) Data Analysis
8 13 (19.40%) Data Strategy
9 12 (17.91%) Project Delivery
10 11 (16.42%) Logistics
11 9 (13.43%) Mentoring
11 9 (13.43%) Problem-Solving
12 7 (10.45%) Data Management
13 6 (8.96%) Data Integration
13 6 (8.96%) Data Transformation
14 5 (7.46%) Data Engineering
14 5 (7.46%) DataOps
14 5 (7.46%) Decision-Making
14 5 (7.46%) Proactive Management
Programming Languages
1 49 (73.13%) SQL
2 22 (32.84%) Python
3 17 (25.37%) C#
4 16 (23.88%) T-SQL
5 9 (13.43%) R
6 7 (10.45%) Data Analysis Expressions (DAX)
7 6 (8.96%) PowerShell
8 5 (7.46%) JavaScript
8 5 (7.46%) PL/SQL
9 2 (2.99%) Bash Shell
9 2 (2.99%) VBA
10 1 (1.49%) C
10 1 (1.49%) Java
Qualifications
1 3 (4.48%) Microsoft Certification
2 1 (1.49%) Degree
Quality Assurance & Compliance
1 6 (8.96%) Data Quality
2 1 (1.49%) GDPR
2 1 (1.49%) HIPAA
2 1 (1.49%) ISO 9001
2 1 (1.49%) ISO/IEC 27001
2 1 (1.49%) SLA
System Software
1 4 (5.97%) Docker
2 1 (1.49%) Active Directory
Systems Management
1 3 (4.48%) Kubernetes
2 1 (1.49%) Single Sign-On
Vendors
1 21 (31.34%) Microsoft
2 7 (10.45%) SAP
3 4 (5.97%) Oracle
4 2 (2.99%) Databricks
4 2 (2.99%) DataFlux
4 2 (2.99%) Teradata
5 1 (1.49%) Alteryx
5 1 (1.49%) Google
5 1 (1.49%) Okta
5 1 (1.49%) Salesforce.com