Period
to

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 2 July 2022 with a comparison to the same period in the previous 2 years.

Data Analysis
Scotland > Glasgow
6 months to
2 Jul 2022
Same period 2021 Same period 2020
Rank 68 85 86
Rank change year-on-year +17 +1 +2
Permanent jobs citing Data Analysis 56 25 10
As % of all permanent jobs advertised in Glasgow 3.19% 1.75% 0.98%
As % of the Processes & Methodologies category 3.39% 1.91% 1.04%
Number of salaries quoted 43 11 6
10th Percentile £30,553 £36,000 £28,125
25th Percentile £34,208 £41,625 £30,063
Median annual salary (50th Percentile) £48,000 £47,500 £34,250
Median % change year-on-year +1.05% +38.69% -26.34%
75th Percentile - £51,250 £39,875
90th Percentile £53,029 £53,125 £59,000
Scotland median annual salary £48,000 £47,500 £37,500
% change year-on-year +1.05% +26.67% -2.60%

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 1,651 1,312 964
As % of all permanent IT jobs advertised in Glasgow 93.97% 91.81% 94.60%
Number of salaries quoted 815 878 668
10th Percentile £31,000 £32,500 £31,250
25th Percentile £38,318 £37,500 £37,500
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -
75th Percentile £65,000 £60,000 £55,000
90th Percentile £77,500 £72,500 £62,500
Scotland median annual salary £55,000 £48,000 £47,500
% change year-on-year +14.58% +1.05% +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 2 July 2022.

Salary histogram for Data Analysis in Glasgow

For the 6 months to 2 July 2022, 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 22 (39.29%) Social Skills
2 21 (37.50%) SQL
3 19 (33.93%) SMS
3 19 (33.93%) Business Intelligence
3 19 (33.93%) Firewall
3 19 (33.93%) Wireshark
3 19 (33.93%) Network Security
3 19 (33.93%) TippingPoint
3 19 (33.93%) SC Cleared
3 19 (33.93%) DV Cleared
3 19 (33.93%) Security Cleared
3 19 (33.93%) High Availability
3 19 (33.93%) Kalman Filter
3 19 (33.93%) Threat Detection
4 17 (30.36%) Power BI
4 17 (30.36%) Power Platform
5 15 (26.79%) Analytics
6 14 (25.00%) Microsoft Excel
7 11 (19.64%) Microsoft
7 11 (19.64%) Problem-Solving
8 10 (17.86%) Analytical Skills
8 10 (17.86%) Data Warehouse
8 10 (17.86%) SQL Server
8 10 (17.86%) Agile
8 10 (17.86%) Azure
9 9 (16.07%) Visualisation
9 9 (16.07%) Finance
9 9 (16.07%) Microsoft Office
9 9 (16.07%) Mentoring
10 8 (14.29%) Data Structures

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 3 (5.36%) SAS
2 2 (3.57%) Apache Spark
Applications
1 14 (25.00%) Microsoft Excel
2 9 (16.07%) Microsoft Office
Business Applications
1 3 (5.36%) SAP Business One
Cloud Services
1 17 (30.36%) Power Platform
2 10 (17.86%) Azure
3 7 (12.50%) AWS
3 7 (12.50%) GCP
4 2 (3.57%) Azure Synapse Analytics
5 1 (1.79%) Dynamics 365
5 1 (1.79%) Salesforce Einstein
Communications & Networking
1 19 (33.93%) Firewall
1 19 (33.93%) Network Security
1 19 (33.93%) SMS
1 19 (33.93%) Wireshark
2 1 (1.79%) Ethernet
Database & Business Intelligence
1 17 (30.36%) Power BI
2 10 (17.86%) Data Warehouse
2 10 (17.86%) SQL Server
3 8 (14.29%) BusinessObjects
3 8 (14.29%) SQL Server Integration Services
3 8 (14.29%) SQL Server Reporting Services
4 5 (8.93%) Tableau
5 3 (5.36%) Crystal Reports
5 3 (5.36%) Oracle Reports
6 2 (3.57%) Azure SQL Database
6 2 (3.57%) Big Data
6 2 (3.57%) OLAP
6 2 (3.57%) QlikView
7 1 (1.79%) Data Lake
7 1 (1.79%) Data Mining
7 1 (1.79%) GIS
7 1 (1.79%) Hadoop
7 1 (1.79%) Spatial Data
General
1 22 (39.29%) Social Skills
2 10 (17.86%) Analytical Skills
3 9 (16.07%) Finance
4 8 (14.29%) Banking
4 8 (14.29%) Marketing
5 2 (3.57%) Public Sector
6 1 (1.79%) Influencing Skills
6 1 (1.79%) Social Housing
Job Titles
1 24 (42.86%) Analyst
2 19 (33.93%) Security Engineer
2 19 (33.93%) SOC Engineer
3 12 (21.43%) Senior Analyst
4 8 (14.29%) Data Analyst
5 6 (10.71%) Architect
5 6 (10.71%) Senior Architect
5 6 (10.71%) Senior Technical Analyst
5 6 (10.71%) Senior Technical Architect
5 6 (10.71%) Technical Analyst
5 6 (10.71%) Technical Architect
6 4 (7.14%) Applications Support
7 3 (5.36%) Applications Support Analyst
7 3 (5.36%) Business Analyst
7 3 (5.36%) CRM Analyst
7 3 (5.36%) Report Analyst
7 3 (5.36%) Report Manager
7 3 (5.36%) Senior Data Analyst
7 3 (5.36%) Senior Reporting Analyst
7 3 (5.36%) Support Analyst
Libraries, Frameworks & Software Standards
1 1 (1.79%) NumPy
1 1 (1.79%) Pandas
Miscellaneous
1 8 (14.29%) Data Structures
2 3 (5.36%) Replication
3 1 (1.79%) IoT
3 1 (1.79%) Renewable Energy
3 1 (1.79%) Virtual Team
Processes & Methodologies
1 19 (33.93%) Business Intelligence
1 19 (33.93%) High Availability
1 19 (33.93%) Kalman Filter
1 19 (33.93%) Threat Detection
2 15 (26.79%) Analytics
3 11 (19.64%) Problem-Solving
4 10 (17.86%) Agile
5 9 (16.07%) Mentoring
5 9 (16.07%) Visualisation
6 8 (14.29%) Artificial Intelligence
6 8 (14.29%) Data Security
6 8 (14.29%) Records Management
7 7 (12.50%) Data Visualisation
8 6 (10.71%) Data Analytics
8 6 (10.71%) Knowledge Transfer
8 6 (10.71%) Line Management
8 6 (10.71%) Logistics
8 6 (10.71%) Machine Learning
8 6 (10.71%) Technical Leadership
8 6 (10.71%) Translating Business Requirements
Programming Languages
1 21 (37.50%) SQL
2 5 (8.93%) Python
3 4 (7.14%) R
4 2 (3.57%) T-SQL
5 1 (1.79%) C++
5 1 (1.79%) Java
5 1 (1.79%) JavaScript
5 1 (1.79%) Scala
Qualifications
1 19 (33.93%) DV Cleared
1 19 (33.93%) SC Cleared
1 19 (33.93%) Security Cleared
2 3 (5.36%) PhD
3 2 (3.57%) Degree
4 1 (1.79%) Computer Science Degree
Quality Assurance & Compliance
1 3 (5.36%) Data Quality
1 3 (5.36%) SLA
2 1 (1.79%) QA
Vendors
1 19 (33.93%) TippingPoint
2 11 (19.64%) Microsoft
3 8 (14.29%) Teradata
4 7 (12.50%) Google
5 3 (5.36%) Oracle
5 3 (5.36%) SAP
6 2 (3.57%) Databricks
7 1 (1.79%) Adobe
7 1 (1.79%) Salesforce.com