Period
to 27 July 2021

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Glasgow. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 27 July 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
Scotland > Glasgow
6 months to
27 Jul 2021
Same period 2020 Same period 2019
Rank 40 42 45
Rank change year-on-year +2 +3 -1
Permanent jobs citing Analytical Skills 79 45 105
As % of all permanent jobs advertised in Glasgow 5.57% 4.83% 5.54%
As % of the General category 10.97% 10.74% 10.41%
Number of salaries quoted 47 30 75
10th Percentile £37,500 £30,125 £31,250
25th Percentile £41,250 £35,313 £36,250
Median annual salary (50th Percentile) £48,000 £50,000 £43,500
Median % change year-on-year -4.00% +14.94% -7.45%
75th Percentile £55,625 £56,563 £51,875
90th Percentile £68,000 £58,500 £56,250
Scotland median annual salary £47,500 £50,000 £45,000
% change year-on-year -5.00% +11.11% +4.65%

Analytical Skills is in the General Skills 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 common skills.

All General Skills
Glasgow
Permanent vacancies with a requirement for common skills 720 419 1,009
As % of all permanent IT jobs advertised in Glasgow 50.74% 45.01% 53.27%
Number of salaries quoted 451 271 692
10th Percentile £31,250 £30,250 £29,325
25th Percentile £37,500 £37,500 £34,185
Median annual salary (50th Percentile) £47,500 £45,000 £45,000
Median % change year-on-year +5.56% - -5.26%
75th Percentile £58,822 £55,000 £55,000
90th Percentile £75,000 £65,000 £67,486
Scotland median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Analytical Skills
Job Vacancy Trend in Glasgow

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for Analytical Skills in Glasgow

Analytical Skills
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing Analytical Skills in Glasgow.

Salary trend for Analytical Skills in Glasgow

Analytical Skills
Salary Histogram in Glasgow

Salary distribution for jobs citing Analytical Skills in Glasgow over the 6 months to 27 July 2021.

Salary histogram for Analytical Skills in Glasgow

For the 6 months to 27 July 2021, IT jobs citing Analytical Skills 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 Analytical Skills.

1 39 (49.37%) Social Skills
2 33 (41.77%) Agile Software Development
3 31 (39.24%) SQL
4 30 (37.97%) Problem-Solving
5 26 (32.91%) Business Intelligence
6 21 (26.58%) Microsoft
7 20 (25.32%) Azure
8 18 (22.78%) AWS
8 18 (22.78%) Power BI
8 18 (22.78%) Power Platform
9 17 (21.52%) SDLC
9 17 (21.52%) Python
10 16 (20.25%) Java
10 16 (20.25%) Finance
10 16 (20.25%) REST
11 15 (18.99%) C#
12 14 (17.72%) JavaScript
12 14 (17.72%) Analytics
12 14 (17.72%) React
13 13 (16.46%) AngularJS
13 13 (16.46%) .NET
14 12 (15.19%) T-SQL
14 12 (15.19%) Manufacturing
14 12 (15.19%) Microservices
14 12 (15.19%) Business Analysis
15 11 (13.92%) CSS
16 10 (12.66%) Scrum
16 10 (12.66%) Retail
16 10 (12.66%) Software Engineering
16 10 (12.66%) Information Security

Analytical Skills
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 6 (7.59%) SAS
2 2 (2.53%) Apache
2 2 (2.53%) Apache Spark
3 1 (1.27%) Documentum
3 1 (1.27%) MS Exchange
Applications
1 9 (11.39%) Microsoft Excel
1 9 (11.39%) Microsoft Office
2 6 (7.59%) Microsoft PowerPoint
3 5 (6.33%) Microsoft Project
3 5 (6.33%) Stata
4 3 (3.80%) MS Visio
Business Applications
1 6 (7.59%) Oracle EBS
1 6 (7.59%) Oracle EBS R12
1 6 (7.59%) Primavera
Cloud Services
1 20 (25.32%) Azure
2 18 (22.78%) AWS
2 18 (22.78%) Power Platform
3 5 (6.33%) Azure Cosmos DB
3 5 (6.33%) Azure Service Bus
3 5 (6.33%) GitHub
3 5 (6.33%) Serverless
4 3 (3.80%) Google Workspace
5 2 (2.53%) Azure Data Factory
5 2 (2.53%) SaaS
6 1 (1.27%) Azure Active Directory
6 1 (1.27%) GCP
6 1 (1.27%) Microsoft 365
Communications & Networking
1 2 (2.53%) Firewall
2 1 (1.27%) Cisco ASA
2 1 (1.27%) Cisco Firepower
2 1 (1.27%) Cisco ISE
2 1 (1.27%) DHCP
2 1 (1.27%) DNS
2 1 (1.27%) HTTP
2 1 (1.27%) LAN
2 1 (1.27%) SAN
2 1 (1.27%) SSH
2 1 (1.27%) Wireless
2 1 (1.27%) WLAN
Database & Business Intelligence
1 18 (22.78%) Power BI
2 10 (12.66%) MongoDB
3 8 (10.13%) Tableau
4 7 (8.86%) Apache Cassandra
5 5 (6.33%) Azure SQL Database
5 5 (6.33%) Data Warehouse
5 5 (6.33%) NoSQL
5 5 (6.33%) SQL Server
5 5 (6.33%) SQL Server Integration Services
5 5 (6.33%) SQL Server Reporting Services
6 2 (2.53%) Big Data
6 2 (2.53%) BusinessObjects
6 2 (2.53%) BusinessObjects Web Intelligence
6 2 (2.53%) Data Lake
6 2 (2.53%) Metadata
6 2 (2.53%) MySQL
6 2 (2.53%) Oracle Database
7 1 (1.27%) DB2
7 1 (1.27%) RDBMS
7 1 (1.27%) Relational Database
Development Applications
1 9 (11.39%) Git (software)
2 6 (7.59%) Jenkins
3 4 (5.06%) Selenium
3 4 (5.06%) WebDriver
4 3 (3.80%) webpack
5 2 (2.53%) Appium
5 2 (2.53%) Postman
5 2 (2.53%) REST Assured
5 2 (2.53%) TestNG
6 1 (1.27%) JIRA
General
1 39 (49.37%) Social Skills
2 16 (20.25%) Finance
3 12 (15.19%) Manufacturing
4 10 (12.66%) Retail
5 6 (7.59%) Banking
5 6 (7.59%) Influencing Skills
6 5 (6.33%) Presentation Skills
7 2 (2.53%) Billing
7 2 (2.53%) Law
7 2 (2.53%) Legal
7 2 (2.53%) Marketing
7 2 (2.53%) Organisational Skills
8 1 (1.27%) Electronics
8 1 (1.27%) Public Sector
8 1 (1.27%) Telecoms
Job Titles
1 26 (32.91%) Analyst
2 24 (30.38%) Developer
3 9 (11.39%) Business Intelligence Developer
3 9 (11.39%) Full Stack Developer
4 8 (10.13%) Business Analyst
4 8 (10.13%) Software Engineer
5 7 (8.86%) Oracle Analyst
6 6 (7.59%) C# Developer
7 5 (6.33%) Data Analyst
7 5 (6.33%) Lead Software Engineer
7 5 (6.33%) Oracle Business Analyst
8 4 (5.06%) Applications Support
8 4 (5.06%) Applications Support Analyst
8 4 (5.06%) Business Developer
8 4 (5.06%) C# Software Engineer
8 4 (5.06%) Support Analyst
9 3 (3.80%) Programmer
9 3 (3.80%) Senior Developer
9 3 (3.80%) Software Developer
9 3 (3.80%) Tester
Libraries, Frameworks & Software Standards
1 16 (20.25%) REST
2 14 (17.72%) React
3 13 (16.46%) .NET
3 13 (16.46%) AngularJS
4 11 (13.92%) CSS
5 8 (10.13%) HTML
6 7 (8.86%) Kafka
7 6 (7.59%) .NET Core
7 6 (7.59%) Node.js
7 6 (7.59%) Spring
7 6 (7.59%) Web Services
8 5 (6.33%) .NET Framework
8 5 (6.33%) ASP.NET
8 5 (6.33%) ASP.NET Core
8 5 (6.33%) ASP.NET MVC
8 5 (6.33%) Blazor
8 5 (6.33%) Code First Entity Framework
8 5 (6.33%) Entity Framework
9 4 (5.06%) Angular 2
10 3 (3.80%) Redux
Miscellaneous
1 9 (11.39%) Self-Motivation
2 8 (10.13%) Driving Licence
2 8 (10.13%) Greenfield Project
3 6 (7.59%) Legacy Applications
4 3 (3.80%) User Experience
4 3 (3.80%) Virtual Team
5 2 (2.53%) Cyberthreat
5 2 (2.53%) Linux Command Line
5 2 (2.53%) Mobile App
6 1 (1.27%) Analytical Mindset
6 1 (1.27%) Enterprise Software
6 1 (1.27%) Equity Derivative
Operating Systems
1 3 (3.80%) Android
1 3 (3.80%) Apple iOS
1 3 (3.80%) Linux
1 3 (3.80%) Unix
2 2 (2.53%) Windows
3 1 (1.27%) Windows Server
3 1 (1.27%) Windows Server 2003
3 1 (1.27%) Windows Server 2016
Processes & Methodologies
1 33 (41.77%) Agile Software Development
2 30 (37.97%) Problem-Solving
3 26 (32.91%) Business Intelligence
4 17 (21.52%) SDLC
5 14 (17.72%) Analytics
6 12 (15.19%) Business Analysis
6 12 (15.19%) Microservices
7 10 (12.66%) Analytical Thinking
7 10 (12.66%) Information Security
7 10 (12.66%) Scrum
7 10 (12.66%) Software Engineering
7 10 (12.66%) Visualisation
8 9 (11.39%) Mentoring
8 9 (11.39%) Test Automation
9 8 (10.13%) Data Modelling
9 8 (10.13%) Facilities Management
9 8 (10.13%) Line Management
9 8 (10.13%) Service Delivery
10 7 (8.86%) Data Analysis
10 7 (8.86%) OO
Programming Languages
1 31 (39.24%) SQL
2 17 (21.52%) Python
3 16 (20.25%) Java
4 15 (18.99%) C#
5 14 (17.72%) JavaScript
6 12 (15.19%) T-SQL
7 6 (7.59%) R
8 5 (6.33%) PL/SQL
8 5 (6.33%) TypeScript
9 3 (3.80%) VBA
10 2 (2.53%) Bash Shell
10 2 (2.53%) PowerShell
10 2 (2.53%) Ruby
11 1 (1.27%) C
11 1 (1.27%) Perl
11 1 (1.27%) Shell Script
Qualifications
1 8 (10.13%) Degree
2 3 (3.80%) APMP
2 3 (3.80%) Microsoft Certification
2 3 (3.80%) PMI Certification
2 3 (3.80%) PMP
3 2 (2.53%) CISSP
4 1 (1.27%) PhD
Quality Assurance & Compliance
1 4 (5.06%) GDPR
1 4 (5.06%) SLA
2 3 (3.80%) Data Quality
2 3 (3.80%) HIPAA
2 3 (3.80%) PMO
3 2 (2.53%) QA
3 2 (2.53%) Sarbanes-Oxley
System Software
1 8 (10.13%) Docker
2 2 (2.53%) Hyper-V
2 2 (2.53%) VMware Infrastructure
3 1 (1.27%) Active Directory
Systems Management
1 5 (6.33%) Kubernetes
2 1 (1.27%) Ansible
2 1 (1.27%) Single Sign-On
Vendors
1 21 (26.58%) Microsoft
2 8 (10.13%) Oracle
3 6 (7.59%) Google
4 3 (3.80%) SAP
5 2 (2.53%) Databricks
5 2 (2.53%) VMware
6 1 (1.27%) Barracuda Networks
6 1 (1.27%) Cisco
6 1 (1.27%) IBM
6 1 (1.27%) Okta
6 1 (1.27%) Palo Alto
6 1 (1.27%) Splunk
6 1 (1.27%) Sybase