Period
to 26 November 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 26 November 2021 with a comparison to the same period in the previous 2 years.

Microsoft Power BI
Scotland > Glasgow
6 months to
26 Nov 2021
Same period 2020 Same period 2019
Rank 52 63 95
Rank change year-on-year +11 +32 +5
Permanent jobs citing Power BI 62 22 36
As % of all permanent jobs advertised in Glasgow 4.01% 2.81% 2.01%
As % of the Database & Business Intelligence category 15.05% 10.09% 5.87%
Number of salaries quoted 41 16 29
10th Percentile £26,250 £28,625 £34,550
25th Percentile £35,000 £34,250 £36,250
Median annual salary (50th Percentile) £40,000 £47,500 £47,500
Median % change year-on-year -15.79% - +5.56%
75th Percentile £49,500 £49,688 £56,525
90th Percentile £51,375 £58,750 "
Scotland median annual salary £45,000 £47,500 £45,100
% change year-on-year -5.26% +5.32% +0.22%

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 412 218 613
As % of all permanent IT jobs advertised in Glasgow 26.67% 27.88% 34.19%
Number of salaries quoted 256 146 451
10th Percentile £34,500 £33,750 £32,500
25th Percentile £39,938 £39,063 £37,250
Median annual salary (50th Percentile) £48,000 £48,000 £47,500
Median % change year-on-year - +1.05% -
75th Percentile £59,544 £57,500 £55,000
90th Percentile £73,125 £71,875 £60,000
Scotland median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -

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 26 November 2021.

Salary histogram for Power BI in Glasgow

For the 6 months to 26 November 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 62 (100.00%) Power Platform
2 60 (96.77%) Business Intelligence
3 40 (64.52%) SQL
4 28 (45.16%) SQL Server
5 27 (43.55%) Social Skills
6 22 (35.48%) SQL Server Integration Services
7 21 (33.87%) Azure
8 19 (30.65%) Data Warehouse
8 19 (30.65%) Visualisation
9 18 (29.03%) Microsoft
10 16 (25.81%) Python
10 16 (25.81%) Data Modelling
10 16 (25.81%) ETL
10 16 (25.81%) SQL Server Analysis Services
11 15 (24.19%) Analytical Skills
12 14 (22.58%) Microsoft Excel
12 14 (22.58%) T-SQL
12 14 (22.58%) Agile Software Development
12 14 (22.58%) Data Quality
13 13 (20.97%) Tableau
13 13 (20.97%) Data Analysis
14 12 (19.35%) SQL Server Reporting Services
14 12 (19.35%) Azure Data Factory
15 11 (17.74%) Analytics
15 11 (17.74%) C#
16 10 (16.13%) Business Analysis
17 9 (14.52%) Data Visualisation
17 9 (14.52%) Kimball Methodology
17 9 (14.52%) Performance Tuning
18 7 (11.29%) Oracle

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 3 (4.84%) SAS
2 2 (3.23%) Apache Airflow
Applications
1 14 (22.58%) Microsoft Excel
2 7 (11.29%) Microsoft Office
3 3 (4.84%) Microsoft PowerPoint
3 3 (4.84%) Stata
Business Applications
1 6 (9.68%) Dynamics CRM
2 1 (1.61%) Oracle Receivables
Cloud Services
1 62 (100.00%) Power Platform
2 21 (33.87%) Azure
3 12 (19.35%) Azure Data Factory
4 6 (9.68%) Power Automate
4 6 (9.68%) PowerApps
5 5 (8.06%) AWS
6 4 (6.45%) Azure Synapse Analytics
7 2 (3.23%) PaaS
7 2 (3.23%) Snowflake
8 1 (1.61%) Azure Active Directory
8 1 (1.61%) Azure Logic Apps
8 1 (1.61%) Azure Stack
8 1 (1.61%) GCP
8 1 (1.61%) GitHub
8 1 (1.61%) IaaS
8 1 (1.61%) Microsoft 365
8 1 (1.61%) SaaS
Communications & Networking
1 1 (1.61%) DHCP
1 1 (1.61%) DMZ
1 1 (1.61%) DNS
1 1 (1.61%) VPN
Database & Business Intelligence
1 28 (45.16%) SQL Server
2 22 (35.48%) SQL Server Integration Services
3 19 (30.65%) Data Warehouse
4 16 (25.81%) SQL Server Analysis Services
5 13 (20.97%) Tableau
6 12 (19.35%) SQL Server Reporting Services
7 6 (9.68%) BusinessObjects
7 6 (9.68%) Data Mining
8 5 (8.06%) Qlik Sense
9 4 (6.45%) Azure SQL Database
10 3 (4.84%) Amazon DynamoDB
10 3 (4.84%) Amazon Redshift
10 3 (4.84%) Microsoft Analysis Services
10 3 (4.84%) MongoDB
10 3 (4.84%) MySQL
10 3 (4.84%) PostgreSQL
10 3 (4.84%) Relational Database
10 3 (4.84%) SSDT
11 2 (3.23%) Looker
11 2 (3.23%) OLAP Cube
Development Applications
1 1 (1.61%) Jenkins
1 1 (1.61%) Maven
1 1 (1.61%) Oracle Forms
1 1 (1.61%) SonarQube
General
1 27 (43.55%) Social Skills
2 15 (24.19%) Analytical Skills
3 6 (9.68%) Documentation Skills
3 6 (9.68%) Finance
4 4 (6.45%) Public Sector
5 3 (4.84%) Inclusion and Diversity
5 3 (4.84%) Presentation Skills
6 2 (3.23%) Legal
6 2 (3.23%) Publishing
7 1 (1.61%) Influencing Skills
7 1 (1.61%) Manufacturing
Job Titles
1 21 (33.87%) Developer
2 19 (30.65%) Business Intelligence Developer
3 15 (24.19%) Analyst
4 11 (17.74%) Data Analyst
5 8 (12.90%) Business Developer
6 5 (8.06%) Lead Developer
7 4 (6.45%) Architect
7 4 (6.45%) Business Intelligence Lead
7 4 (6.45%) Data Engineer
7 4 (6.45%) Power BI Developer
8 3 (4.84%) Customer Analyst
8 3 (4.84%) Customer Insight Analyst
8 3 (4.84%) Insight Analyst
8 3 (4.84%) Junior
8 3 (4.84%) Junior Business Intelligence Developer
8 3 (4.84%) Junior Developer
8 3 (4.84%) Software Engineer
8 3 (4.84%) Solutions Architect
9 2 (3.23%) Administrator
9 2 (3.23%) Head of Business Intelligence
Libraries, Frameworks & Software Standards
1 4 (6.45%) .NET
1 4 (6.45%) Web Services
2 3 (4.84%) Elastic Stack
2 3 (4.84%) RESTful
3 2 (3.23%) ASP.NET Web API
3 2 (3.23%) Kafka
3 2 (3.23%) REST
4 1 (1.61%) .NET Core
4 1 (1.61%) Angular 2
4 1 (1.61%) AngularJS
4 1 (1.61%) CSS
4 1 (1.61%) HTML
4 1 (1.61%) Middleware
4 1 (1.61%) SAML
4 1 (1.61%) Spring
4 1 (1.61%) Spring Boot
Miscellaneous
1 6 (9.68%) User Experience
2 3 (4.84%) Data Protection Act
2 3 (4.84%) Management Information System
3 2 (3.23%) FMCG
4 1 (1.61%) Data Centre
4 1 (1.61%) PKI
Operating Systems
1 1 (1.61%) Linux
1 1 (1.61%) Windows
Processes & Methodologies
1 60 (96.77%) Business Intelligence
2 19 (30.65%) Visualisation
3 16 (25.81%) Data Modelling
3 16 (25.81%) ETL
4 14 (22.58%) Agile Software Development
5 13 (20.97%) Data Analysis
6 11 (17.74%) Analytics
7 10 (16.13%) Business Analysis
8 9 (14.52%) Data Visualisation
8 9 (14.52%) Kimball Methodology
8 9 (14.52%) Performance Tuning
9 7 (11.29%) Data Management
9 7 (11.29%) Data Strategy
10 6 (9.68%) CRM
10 6 (9.68%) Data Cleansing
10 6 (9.68%) Problem-Solving
10 6 (9.68%) Technical Architecture
10 6 (9.68%) UX Design
11 5 (8.06%) DataOps
11 5 (8.06%) Decision-Making
Programming Languages
1 40 (64.52%) SQL
2 16 (25.81%) Python
3 14 (22.58%) T-SQL
4 11 (17.74%) C#
5 4 (6.45%) JavaScript
5 4 (6.45%) R
6 3 (4.84%) PL/SQL
6 3 (4.84%) PowerShell
7 2 (3.23%) Data Analysis Expressions (DAX)
8 1 (1.61%) C
8 1 (1.61%) Java
Qualifications
1 3 (4.84%) SC Cleared
1 3 (4.84%) Security Cleared
2 1 (1.61%) Microsoft Certification
Quality Assurance & Compliance
1 14 (22.58%) Data Quality
2 1 (1.61%) GDPR
2 1 (1.61%) HIPAA
System Software
1 4 (6.45%) Docker
Systems Management
1 3 (4.84%) Kubernetes
2 1 (1.61%) Single Sign-On
Vendors
1 18 (29.03%) Microsoft
2 7 (11.29%) Oracle
3 5 (8.06%) Google
4 3 (4.84%) Informatica
5 2 (3.23%) SAP
6 1 (1.61%) Cognos
6 1 (1.61%) IFS
6 1 (1.61%) MicroStrategy
6 1 (1.61%) Okta