Period
to 31 July 2021

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

Microsoft Power Platform
Scotland > Glasgow
6 months to
31 Jul 2021
Same period 2020 Same period 2019
Rank 32 72 77
Rank change year-on-year +40 +5 +36
Permanent jobs citing Power Platform 87 13 53
As % of all permanent jobs advertised in Glasgow 6.14% 1.42% 2.83%
As % of the Cloud Services category 16.17% 4.44% 10.64%
Number of salaries quoted 67 11 43
10th Percentile £33,250 £37,500 £35,250
25th Percentile £39,375 £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 £57,500 £62,500 £52,500
90th Percentile £65,000 £65,000 £60,250
Scotland median annual salary £47,500 £50,000 £45,000
% change year-on-year -5.00% +11.11% +1.29%

Power Platform is in the Cloud Services 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 cloud computing skills.

All Cloud Skills
Glasgow
Permanent vacancies with a requirement for cloud computing skills 538 293 498
As % of all permanent IT jobs advertised in Glasgow 37.94% 31.92% 26.63%
Number of salaries quoted 395 207 358
10th Percentile £31,500 £31,000 £31,250
25th Percentile £37,500 £37,500 £33,750
Median annual salary (50th Percentile) £47,500 £48,000 £45,000
Median % change year-on-year -1.04% +6.67% -
75th Percentile £62,500 £57,500 £55,909
90th Percentile £75,000 £65,000 £65,000
Scotland median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -3.74%

Power Platform
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Power Platform in Glasgow

Power Platform
Salary Trend in Glasgow

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

Salary trend for Power Platform in Glasgow

Power Platform
Salary Histogram in Glasgow

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

Salary histogram for Power Platform in Glasgow

For the 6 months to 31 July 2021, IT jobs citing Power Platform 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 Platform.

1 67 (77.01%) Power BI
2 63 (72.41%) Business Intelligence
3 49 (56.32%) SQL
4 41 (47.13%) Microsoft
5 38 (43.68%) Azure
6 32 (36.78%) SQL Server Integration Services
7 31 (35.63%) ETL
8 30 (34.48%) Data Warehouse
8 30 (34.48%) SQL Server
8 30 (34.48%) Social Skills
9 23 (26.44%) SQL Server Analysis Services
10 22 (25.29%) Python
11 21 (24.14%) Visualisation
12 20 (22.99%) Finance
13 19 (21.84%) Data Modelling
14 18 (20.69%) C#
14 18 (20.69%) SQL Server Reporting Services
14 18 (20.69%) Analytical Skills
15 17 (19.54%) Microsoft 365
15 17 (19.54%) Agile Software Development
16 16 (18.39%) T-SQL
16 16 (18.39%) Analytics
17 15 (17.24%) Data Visualisation
18 14 (16.09%) Mentoring
18 14 (16.09%) Data Analysis
19 13 (14.94%) Data Strategy
19 13 (14.94%) Project Delivery
20 12 (13.79%) PowerShell
21 11 (12.64%) .NET
21 11 (12.64%) SharePoint

Power Platform
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 (12.64%) SharePoint
2 7 (8.05%) SAS
3 6 (6.90%) Adobe Experience Manager
4 1 (1.15%) MS Exchange
Applications
1 7 (8.05%) Microsoft Excel
2 5 (5.75%) Stata
Business Applications
1 1 (1.15%) Dynamics CRM
Cloud Services
1 38 (43.68%) Azure
2 17 (19.54%) Microsoft 365
3 11 (12.64%) PowerApps
4 8 (9.20%) Azure Data Factory
4 8 (9.20%) OneDrive
5 7 (8.05%) Dynamics 365
5 7 (8.05%) Power Automate
6 5 (5.75%) AWS
6 5 (5.75%) Azure Synapse Analytics
7 3 (3.45%) SaaS
8 2 (2.30%) Azure Active Directory
8 2 (2.30%) Yammer
9 1 (1.15%) Azure Logic Apps
9 1 (1.15%) Cloud Computing
9 1 (1.15%) GCP
9 1 (1.15%) GitHub
9 1 (1.15%) IaaS
9 1 (1.15%) PaaS
9 1 (1.15%) Snowflake
Communications & Networking
1 1 (1.15%) Firewall
1 1 (1.15%) LAN
1 1 (1.15%) WAN
1 1 (1.15%) Wireless
Database & Business Intelligence
1 67 (77.01%) Power BI
2 32 (36.78%) SQL Server Integration Services
3 30 (34.48%) Data Warehouse
3 30 (34.48%) SQL Server
4 23 (26.44%) SQL Server Analysis Services
5 18 (20.69%) SQL Server Reporting Services
6 11 (12.64%) Tableau
7 9 (10.34%) Azure SQL Database
8 8 (9.20%) SSDT
9 7 (8.05%) BusinessObjects
9 7 (8.05%) Qlik Sense
10 5 (5.75%) Data Lake
10 5 (5.75%) OLAP
10 5 (5.75%) OLAP Cube
10 5 (5.75%) QlikView
11 4 (4.60%) Big Data
12 3 (3.45%) PostgreSQL
13 2 (2.30%) Metadata
13 2 (2.30%) Microsoft Analysis Services
13 2 (2.30%) SAS Enterprise Guide
Development Applications
1 1 (1.15%) Octopus Deploy
1 1 (1.15%) TeamCity
General
1 30 (34.48%) Social Skills
2 20 (22.99%) Finance
3 18 (20.69%) Analytical Skills
4 6 (6.90%) Presentation Skills
5 5 (5.75%) Influencing Skills
5 5 (5.75%) Manufacturing
5 5 (5.75%) Organisational Skills
5 5 (5.75%) Publishing
6 3 (3.45%) Retail
7 2 (2.30%) Banking
7 2 (2.30%) Documentation Skills
8 1 (1.15%) Automotive
8 1 (1.15%) Legal
8 1 (1.15%) Marketing
8 1 (1.15%) Public Sector
Job Titles
1 36 (41.38%) Developer
2 29 (33.33%) Business Intelligence Developer
3 12 (13.79%) Architect
4 11 (12.64%) Data Engineer
5 8 (9.20%) Business Developer
6 6 (6.90%) Analyst
6 6 (6.90%) Consultant
6 6 (6.90%) Data Analyst
6 6 (6.90%) Enterprise Architect
7 5 (5.75%) C# Developer
7 5 (5.75%) Lead Developer
7 5 (5.75%) Power BI Developer
8 4 (4.60%) Full Stack Developer
9 3 (3.45%) Business Intelligence Lead
9 3 (3.45%) Junior
9 3 (3.45%) Junior Business Intelligence Developer
9 3 (3.45%) Junior Developer
10 2 (2.30%) Microsoft Consultant
10 2 (2.30%) SAS Consultant
10 2 (2.30%) Software Developer
Libraries, Frameworks & Software Standards
1 11 (12.64%) .NET
2 9 (10.34%) Web Services
3 8 (9.20%) RESTful
4 6 (6.90%) REST
5 5 (5.75%) .NET Core
5 5 (5.75%) AngularJS
5 5 (5.75%) CSS
5 5 (5.75%) HTML
6 4 (4.60%) Angular 2
7 2 (2.30%) ASP.NET Web API
8 1 (1.15%) EDI
8 1 (1.15%) GraphQL
8 1 (1.15%) HTML5 Canvas
8 1 (1.15%) MDX
8 1 (1.15%) SAML
8 1 (1.15%) Spring
8 1 (1.15%) Spring Boot
Miscellaneous
1 5 (5.75%) FMCG
2 2 (2.30%) Management Information System
2 2 (2.30%) Podcast
2 2 (2.30%) Virtual Team
3 1 (1.15%) Greenfield Project
3 1 (1.15%) User Experience
Operating Systems
1 1 (1.15%) Windows
1 1 (1.15%) Windows Server
Processes & Methodologies
1 63 (72.41%) Business Intelligence
2 31 (35.63%) ETL
3 21 (24.14%) Visualisation
4 19 (21.84%) Data Modelling
5 17 (19.54%) Agile Software Development
6 16 (18.39%) Analytics
7 15 (17.24%) Data Visualisation
8 14 (16.09%) Data Analysis
8 14 (16.09%) Mentoring
9 13 (14.94%) Data Strategy
9 13 (14.94%) Project Delivery
10 11 (12.64%) Logistics
11 9 (10.34%) Problem-Solving
12 7 (8.05%) ArchiMate
12 7 (8.05%) CRM
12 7 (8.05%) Data Management
12 7 (8.05%) Decision-Making
12 7 (8.05%) Enterprise Architecture
12 7 (8.05%) TOGAF
13 6 (6.90%) Service Delivery
Programming Languages
1 49 (56.32%) SQL
2 22 (25.29%) Python
3 18 (20.69%) C#
4 16 (18.39%) T-SQL
5 12 (13.79%) PowerShell
6 9 (10.34%) R
7 7 (8.05%) Data Analysis Expressions (DAX)
8 6 (6.90%) JavaScript
9 5 (5.75%) PL/SQL
10 2 (2.30%) Bash Shell
10 2 (2.30%) VBA
11 1 (1.15%) C
11 1 (1.15%) Java
Qualifications
1 5 (5.75%) ACCA
2 3 (3.45%) Microsoft Certification
3 1 (1.15%) Degree
Quality Assurance & Compliance
1 6 (6.90%) Data Quality
2 1 (1.15%) GDPR
2 1 (1.15%) HIPAA
2 1 (1.15%) ISO 9001
2 1 (1.15%) ISO/IEC 27001
2 1 (1.15%) QA
2 1 (1.15%) SLA
System Software
1 4 (4.60%) Docker
2 2 (2.30%) Active Directory
Systems Management
1 3 (3.45%) Kubernetes
2 1 (1.15%) Single Sign-On
Vendors
1 41 (47.13%) Microsoft
2 7 (8.05%) SAP
3 6 (6.90%) Adobe
3 6 (6.90%) MuleSoft
4 4 (4.60%) Oracle
5 2 (2.30%) Databricks
5 2 (2.30%) DataFlux
5 2 (2.30%) Teradata
6 1 (1.15%) Alteryx
6 1 (1.15%) Google
6 1 (1.15%) Okta
6 1 (1.15%) Salesforce.com