Period
to 9 December 2021

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 9 December 2021 with a comparison to the same period in the previous 2 years.

Data Analysis
Scotland > Glasgow
6 months to
9 Dec 2021
Same period 2020 Same period 2019
Rank 54 80 93
Rank change year-on-year +26 +13 -13
Permanent jobs citing Data Analysis 57 9 43
As % of all permanent jobs advertised in Glasgow 3.76% 1.08% 2.45%
As % of the Processes & Methodologies category 4.10% 1.13% 2.58%
Number of salaries quoted 39 4 33
Median annual salary (50th Percentile) £48,000 £52,000 £53,550
Median % change year-on-year -7.69% -2.89% +2.98%
Scotland median annual salary £47,500 £50,000 £44,000
% change year-on-year -5.00% +13.64% +10.00%

Data Analysis is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 1,391 793 1,667
As % of all permanent IT jobs advertised in Glasgow 91.69% 94.74% 94.82%
Number of salaries quoted 922 578 1,165
10th Percentile £33,000 £32,500 £31,250
25th Percentile £40,000 £37,750 £35,000
Median annual salary (50th Percentile) £50,000 £47,925 £45,000
Median % change year-on-year +4.33% +6.50% -3.23%
75th Percentile £65,000 £60,000 £55,250
90th Percentile £78,750 £69,125 £65,000
Scotland median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Data Analysis
Job Vacancy Trend in Glasgow

Job postings citing Data Analysis as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for Data Analysis in Glasgow

Data Analysis
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing Data Analysis in Glasgow.

Salary trend for Data Analysis in Glasgow

Data Analysis
Salary Histogram in Glasgow

Salary distribution for jobs citing Data Analysis in Glasgow over the 6 months to 9 December 2021.

Salary histogram for Data Analysis in Glasgow

For the 6 months to 9 December 2021, IT jobs citing Data Analysis 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 Data Analysis.

1 20 (35.09%) Security Cleared
2 19 (33.33%) SC Cleared
2 19 (33.33%) High Availability
3 18 (31.58%) DV Cleared
3 18 (31.58%) TippingPoint
3 18 (31.58%) Wireshark
3 18 (31.58%) Network Security
3 18 (31.58%) SQL
3 18 (31.58%) SMS
3 18 (31.58%) Business Intelligence
3 18 (31.58%) Firewall
3 18 (31.58%) Kalman Filter
3 18 (31.58%) Threat Detection
4 14 (24.56%) Analytics
5 13 (22.81%) SQL Server
6 12 (21.05%) Power BI
6 12 (21.05%) Power Platform
6 12 (21.05%) Social Skills
7 9 (15.79%) Decision-Making
7 9 (15.79%) Microsoft
7 9 (15.79%) Microsoft Excel
7 9 (15.79%) Visualisation
7 9 (15.79%) Azure
8 8 (14.04%) Agile Software Development
8 8 (14.04%) ERP
9 7 (12.28%) Management Information System
9 7 (12.28%) T-SQL
10 6 (10.53%) C
10 6 (10.53%) C#
10 6 (10.53%) Microsoft Office

Data Analysis
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 5 (8.77%) CMS
2 4 (7.02%) WordPress
3 2 (3.51%) SAS
Applications
1 9 (15.79%) Microsoft Excel
2 6 (10.53%) Microsoft Office
3 3 (5.26%) Microsoft PowerPoint
4 2 (3.51%) Stata
Business Applications
1 2 (3.51%) SAP Business One
Cloud Services
1 12 (21.05%) Power Platform
2 9 (15.79%) Azure
3 4 (7.02%) Azure Stack
3 4 (7.02%) Google Analytics
4 2 (3.51%) Microsoft 365
5 1 (1.75%) Azure Data Factory
5 1 (1.75%) Azure Logic Apps
5 1 (1.75%) Azure Synapse Analytics
Communications & Networking
1 18 (31.58%) Firewall
1 18 (31.58%) Network Security
1 18 (31.58%) SMS
1 18 (31.58%) Wireshark
2 6 (10.53%) Intranet
Database & Business Intelligence
1 13 (22.81%) SQL Server
2 12 (21.05%) Power BI
3 5 (8.77%) SQL Server Integration Services
4 4 (7.02%) Tableau
5 3 (5.26%) Oracle Reports
6 2 (3.51%) Crystal Reports
6 2 (3.51%) Data Warehouse
6 2 (3.51%) Relational Database
7 1 (1.75%) Azure SQL Database
7 1 (1.75%) Big Data
7 1 (1.75%) BusinessObjects
7 1 (1.75%) OLAP
7 1 (1.75%) OLAP Cube
7 1 (1.75%) Power Query
7 1 (1.75%) SQL Server 2012
7 1 (1.75%) SQL Server Analysis Services
7 1 (1.75%) SQL Server Reporting Services
Development Applications
1 5 (8.77%) Octopus Deploy
2 4 (7.02%) TeamCity
General
1 12 (21.05%) Social Skills
2 5 (8.77%) Analytical Skills
2 5 (8.77%) Public Sector
3 4 (7.02%) Electronics
3 4 (7.02%) Marketing
4 3 (5.26%) Legal
4 3 (5.26%) Organisational Skills
4 3 (5.26%) Publishing
5 2 (3.51%) Manufacturing
5 2 (3.51%) Presentation Skills
6 1 (1.75%) Games
6 1 (1.75%) Local Government
6 1 (1.75%) Retail
Job Titles
1 18 (31.58%) Security Engineer
1 18 (31.58%) SOC Engineer
2 14 (24.56%) Analyst
3 8 (14.04%) Data Analyst
3 8 (14.04%) Developer
4 6 (10.53%) Business Intelligence Developer
5 5 (8.77%) DevOps Engineer
6 4 (7.02%) Data Engineer
6 4 (7.02%) Systems Engineer
6 4 (7.02%) Web Manager
6 4 (7.02%) Website Manager
7 3 (5.26%) Customer Analyst
7 3 (5.26%) Customer Insight Analyst
7 3 (5.26%) Insight Analyst
8 2 (3.51%) Applications Support
8 2 (3.51%) Business Intelligence Analyst
8 2 (3.51%) SAP Analyst
8 2 (3.51%) SAP Support
8 2 (3.51%) SAP Support Analyst
8 2 (3.51%) Support Analyst
Libraries, Frameworks & Software Standards
1 5 (8.77%) .NET
2 4 (7.02%) ARM Templates
2 4 (7.02%) ASP.NET
2 4 (7.02%) ASP.NET MVC
2 4 (7.02%) COM
2 4 (7.02%) CSS
2 4 (7.02%) HTML
Miscellaneous
1 7 (12.28%) Management Information System
2 5 (8.77%) Self-Motivation
3 4 (7.02%) Analogue Electronics
3 4 (7.02%) Fibre Optics
3 4 (7.02%) Optoelectronics
3 4 (7.02%) Verilog
3 4 (7.02%) VHDL
4 3 (5.26%) Data Protection Act
4 3 (5.26%) Data Structures
4 3 (5.26%) Replication
5 1 (1.75%) Clustering
5 1 (1.75%) FMCG
Processes & Methodologies
1 19 (33.33%) High Availability
2 18 (31.58%) Business Intelligence
2 18 (31.58%) Kalman Filter
2 18 (31.58%) Threat Detection
3 14 (24.56%) Analytics
4 9 (15.79%) Decision-Making
4 9 (15.79%) Visualisation
5 8 (14.04%) Agile Software Development
5 8 (14.04%) ERP
6 6 (10.53%) Data Integration
6 6 (10.53%) Data Modelling
6 6 (10.53%) Data Visualisation
7 5 (8.77%) Business Analysis
7 5 (8.77%) Continuous Improvement
7 5 (8.77%) Data Management
7 5 (8.77%) DevOps
7 5 (8.77%) Information Management
7 5 (8.77%) Test Automation
7 5 (8.77%) Web Development
8 4 (7.02%) Prototyping
Programming Languages
1 18 (31.58%) SQL
2 7 (12.28%) T-SQL
3 6 (10.53%) C
3 6 (10.53%) C#
3 6 (10.53%) PowerShell
3 6 (10.53%) Python
4 4 (7.02%) JavaScript
4 4 (7.02%) MATLAB
5 3 (5.26%) R
6 2 (3.51%) PL/SQL
7 1 (1.75%) Data Analysis Expressions (DAX)
Qualifications
1 20 (35.09%) Security Cleared
2 19 (33.33%) SC Cleared
3 18 (31.58%) DV Cleared
4 5 (8.77%) Degree
5 4 (7.02%) Postgraduate
6 2 (3.51%) Computer Science Degree
6 2 (3.51%) HNC
Quality Assurance & Compliance
1 6 (10.53%) QA
2 4 (7.02%) Data Quality
2 4 (7.02%) GDPR
3 3 (5.26%) Accessibility
4 2 (3.51%) SLA
Systems Management
1 4 (7.02%) Terraform
Vendors
1 18 (31.58%) TippingPoint
2 9 (15.79%) Microsoft
3 5 (8.77%) Cognos
4 4 (7.02%) Google
5 3 (5.26%) IBM
5 3 (5.26%) Oracle
5 3 (5.26%) RedGate
5 3 (5.26%) SAP
6 2 (3.51%) IFS
7 1 (1.75%) Remedy