Analytical Skills Job Trends in Glasgow

Analytical Skills
Scotland > Glasgow

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies in Glasgow. Included is a benchmarking guide to the salaries offered in vacancies that cited Analytical Skills over the 6 months leading up to 25 October 2025, comparing them to the same period in the previous two years.

6 months to
25 Oct 2025
Same period 2024 Same period 2023
Rank 22 23 14
Rank change year-on-year +1 -9 +14
Permanent jobs citing Analytical Skills 96 71 69
As % of all permanent jobs in Glasgow 12.11% 7.00% 10.07%
As % of the General category 17.42% 13.58% 15.79%
Number of salaries quoted 22 28 60
10th Percentile £31,750 £35,000 £41,050
25th Percentile £35,000 £39,250 £51,250
Median annual salary (50th Percentile) £45,000 £53,593 £59,556
Median % change year-on-year -16.03% -10.01% +19.11%
75th Percentile £70,875 £68,000 £64,063
90th Percentile £73,750 £86,250 £73,000
Scotland median annual salary £33,500 £52,186 £57,500
% change year-on-year -35.81% -9.24% +21.05%

All General Skills
Glasgow

Analytical Skills falls under the General Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring common skills in Glasgow.

Permanent vacancies with a requirement for common skills 551 523 437
As % of all permanent jobs advertised in Glasgow 69.48% 51.58% 63.80%
Number of salaries quoted 202 221 344
10th Percentile £28,250 £35,000 £32,500
25th Percentile £31,000 £39,250 £37,500
Median annual salary (50th Percentile) £40,000 £54,389 £53,000
Median % change year-on-year -26.46% +2.62% +0.95%
75th Percentile £62,188 £70,000 £65,063
90th Percentile £75,000 £90,000 £73,750
Scotland median annual salary £33,250 £52,000 £52,500
% change year-on-year -36.06% -0.95% -4.55%

Analytical Skills
Job Vacancy Trend in Glasgow

Historical trend showing the proportion of permanent IT job postings citing Analytical Skills relative to all permanent IT jobs advertised in Glasgow.

Analytical Skills job vacancy trend in Glasgow

Analytical Skills
Salary Trend in Glasgow

Salary distribution trend for jobs in Glasgow citing Analytical Skills.

Salary distribution trend for jobs in Glasgow citing Analytical Skills

Analytical Skills
Salary Histogram in Glasgow

Salary distribution for jobs citing Analytical Skills in Glasgow over the 6 months to 25 October 2025.

Salary histogram for Analytical Skills in Glasgow

Analytical Skills
Co-Occurring Skills & Capabilities in Glasgow by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 8 (8.33%) Camunda
1 8 (8.33%) Oracle Workflow
2 5 (5.21%) Apache Spark
3 1 (1.04%) CMS
Applications
1 34 (35.42%) Chatbot
2 6 (6.25%) Microsoft Office
3 3 (3.13%) Microsoft Excel
Business Applications
1 4 (4.17%) SAP CO
1 4 (4.17%) SAP FI
1 4 (4.17%) SAP FI/CO
1 4 (4.17%) SAP S/4HANA
2 2 (2.08%) Oracle Payables
2 2 (2.08%) Oracle Receivables
3 1 (1.04%) Dynamics CRM
Cloud Services
1 22 (22.92%) AWS
2 7 (7.29%) Power Platform
3 5 (5.21%) Amazon S3
3 5 (5.21%) AWS Lambda
3 5 (5.21%) Serverless
4 4 (4.17%) Amazon EC2
4 4 (4.17%) Amazon ECS
4 4 (4.17%) Amazon EMR
4 4 (4.17%) Amazon MSK
5 1 (1.04%) Azure
5 1 (1.04%) Azure DevOps
5 1 (1.04%) Cloud Computing
5 1 (1.04%) Dynamics 365
5 1 (1.04%) Power Automate
Communications & Networking
1 2 (2.08%) SAN
Database & Business Intelligence
1 8 (8.33%) Tableau
2 6 (6.25%) Power BI
3 5 (5.21%) Apache Hive
3 5 (5.21%) Big Data
3 5 (5.21%) Hadoop
3 5 (5.21%) HBase
4 4 (4.17%) Amazon Athena
4 4 (4.17%) Amazon RDS
4 4 (4.17%) Electronic Patient Records
4 4 (4.17%) SAP BW
5 3 (3.13%) Data Mining
6 2 (2.08%) Metadata
7 1 (1.04%) DynamoDB
Development Applications
1 13 (13.54%) Maven
2 9 (9.38%) Git
3 8 (8.33%) Jenkins
3 8 (8.33%) JUnit
4 5 (5.21%) Gradle
5 4 (4.17%) Subversion
6 2 (2.08%) JIRA
General
1 34 (35.42%) Finance
2 26 (27.08%) Law
3 24 (25.00%) Inclusion and Diversity
3 24 (25.00%) Social Skills
4 15 (15.63%) Marketing
5 10 (10.42%) Banking
6 4 (4.17%) Legal
7 3 (3.13%) Public Sector
7 3 (3.13%) Retail
8 2 (2.08%) Advertising
8 2 (2.08%) General Ledger
8 2 (2.08%) Private Banking
9 1 (1.04%) Aviation
9 1 (1.04%) Influencing Skills
Job Titles
1 34 (35.42%) Trainer
2 21 (21.88%) Software Engineer
3 17 (17.71%) Java Engineer
3 17 (17.71%) Java Software Engineer
4 13 (13.54%) Developer
5 9 (9.38%) Developer/Software Engineer
5 9 (9.38%) Full-Stack Engineer
5 9 (9.38%) Full-Stack Software Engineer
5 9 (9.38%) Java Developer
5 9 (9.38%) Java Software Developer
5 9 (9.38%) Software Developer
6 8 (8.33%) Analyst
7 6 (6.25%) Senior
7 6 (6.25%) Trainee
8 5 (5.21%) Data Analyst
8 5 (5.21%) Full-Stack Developer
8 5 (5.21%) Full-Stack Java Developer
8 5 (5.21%) Innovation Manager
8 5 (5.21%) Lead
8 5 (5.21%) Senior Manager
Libraries, Frameworks & Software Standards
1 21 (21.88%) Spring
2 13 (13.54%) REST
3 12 (12.50%) Spring Boot
4 8 (8.33%) JDBC
4 8 (8.33%) OpenAPI
4 8 (8.33%) Swagger
4 8 (8.33%) WSDL
5 5 (5.21%) JPA
5 5 (5.21%) React
6 4 (4.17%) AngularJS
6 4 (4.17%) Hibernate
6 4 (4.17%) HTML
6 4 (4.17%) jQuery
6 4 (4.17%) Kafka
7 1 (1.04%) AWS CDK
7 1 (1.04%) PySpark
Miscellaneous
1 8 (8.33%) Algorithms
2 5 (5.21%) Legacy Systems
3 4 (4.17%) Equities
3 4 (4.17%) Management Information System
4 3 (3.13%) Driving Licence
5 2 (2.08%) Analytical Mindset
5 2 (2.08%) Data Centre
5 2 (2.08%) Life Science
5 2 (2.08%) Smartphone
6 1 (1.04%) Self-Motivation
Operating Systems
1 5 (5.21%) Unix
Processes & Methodologies
1 54 (56.25%) AI
2 42 (43.75%) Problem-Solving
3 34 (35.42%) Chemistry
3 34 (35.42%) Conversational UI
4 24 (25.00%) Agile
5 21 (21.88%) SDLC
5 21 (21.88%) Software Engineering
6 17 (17.71%) CI/CD
6 17 (17.71%) Decision-Making
7 13 (13.54%) Machine Learning
7 13 (13.54%) Operational Stability
7 13 (13.54%) Visualisation
8 12 (12.50%) Community of Practice
8 12 (12.50%) Continuous Improvement
9 11 (11.46%) Analytics
9 11 (11.46%) ERP
9 11 (11.46%) ETL
9 11 (11.46%) Project Management
10 10 (10.42%) Business Intelligence
11 9 (9.38%) TDD
Programming Languages
1 21 (21.88%) Java
2 15 (15.63%) SQL
3 5 (5.21%) JavaScript
3 5 (5.21%) PL/SQL
4 4 (4.17%) Python
5 1 (1.04%) R
Qualifications
1 46 (47.92%) Degree
2 38 (39.58%) Master's Degree
3 34 (35.42%) PhD
4 4 (4.17%) Computer Science Degree
5 3 (3.13%) Microsoft Certification
6 2 (2.08%) A+ Certification
6 2 (2.08%) BPSS Clearance
6 2 (2.08%) CCNA
6 2 (2.08%) Cisco Certification
6 2 (2.08%) MCSE
6 2 (2.08%) Network+ Certification
7 1 (1.04%) Security Cleared
Quality Assurance & Compliance
1 5 (5.21%) PMO
2 2 (2.08%) Data Quality
2 2 (2.08%) PERC
3 1 (1.04%) Accessibility
System Software
1 5 (5.21%) HDFS
Systems Management
1 12 (12.50%) Kubernetes
2 8 (8.33%) Terraform
Vendors
1 34 (35.42%) PayPal
2 18 (18.75%) Oracle
3 9 (9.38%) Microsoft
4 8 (8.33%) Dynatrace
4 8 (8.33%) Splunk
5 5 (5.21%) Alteryx
5 5 (5.21%) Cisco
5 5 (5.21%) Cloudera
5 5 (5.21%) Databricks
5 5 (5.21%) Infor
6 4 (4.17%) SAP
7 3 (3.13%) Teradata
8 2 (2.08%) Dell
9 1 (1.04%) ServiceNow