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 8 December 2025, comparing them to the same period in the previous two years.

6 months to
8 Dec 2025
Same period 2024 Same period 2023
Rank 8 14 27
Rank change year-on-year +6 +13 +7
Permanent jobs citing Analytical Skills 78 83 66
As % of all permanent jobs in Glasgow 10.34% 9.45% 8.75%
As % of the General category 19.55% 17.01% 12.89%
Number of salaries quoted 21 31 48
10th Percentile £25,375 £35,000 £51,250
25th Percentile £35,000 £39,250 £53,750
Median annual salary (50th Percentile) £45,000 £55,000 £60,000
Median % change year-on-year -18.18% -8.33% +20.00%
75th Percentile £72,500 £68,750 £67,313
90th Percentile £73,750 £110,000 £73,600
Scotland median annual salary £33,500 £60,000 £57,500
% change year-on-year -44.17% +4.35% +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 399 488 512
As % of all permanent jobs advertised in Glasgow 52.92% 55.58% 67.90%
Number of salaries quoted 200 205 303
10th Percentile £28,225 £34,400 £31,400
25th Percentile £31,000 £40,250 £37,500
Median annual salary (50th Percentile) £40,000 £55,000 £55,000
Median % change year-on-year -27.27% - +4.76%
75th Percentile £60,000 £76,250 £66,250
90th Percentile £73,875 £96,500 £78,000
Scotland median annual salary £34,550 £54,000 £52,500
% change year-on-year -36.02% +2.86% -8.70%

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 8 December 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 2 (2.56%) Apache Spark
1 2 (2.56%) Camunda
1 2 (2.56%) Oracle Workflow
Applications
1 24 (30.77%) Chatbot
2 7 (8.97%) Microsoft Office
3 6 (7.69%) Microsoft Excel
4 1 (1.28%) Microsoft PowerPoint
4 1 (1.28%) MS Visio
Business Applications
1 4 (5.13%) SAP CO
1 4 (5.13%) SAP FI
1 4 (5.13%) SAP FI/CO
1 4 (5.13%) SAP S/4HANA
2 2 (2.56%) Oracle Payables
2 2 (2.56%) Oracle Receivables
Cloud Services
1 9 (11.54%) Power Platform
2 8 (10.26%) AWS
3 3 (3.85%) Azure
4 2 (2.56%) Amazon S3
4 2 (2.56%) AWS Lambda
4 2 (2.56%) Azure Data Factory
4 2 (2.56%) Azure Synapse Analytics
4 2 (2.56%) Serverless
5 1 (1.28%) Amazon EC2
5 1 (1.28%) Amazon ECS
5 1 (1.28%) Amazon EMR
5 1 (1.28%) Amazon MSK
5 1 (1.28%) Cloud Computing
5 1 (1.28%) GCP
Communications & Networking
1 3 (3.85%) SAN
Database & Business Intelligence
1 9 (11.54%) Power BI
1 9 (11.54%) Tableau
2 4 (5.13%) SAP BW
3 3 (3.85%) Data Mining
4 2 (2.56%) Apache Hive
4 2 (2.56%) Azure SQL Database
4 2 (2.56%) Big Data
4 2 (2.56%) Hadoop
4 2 (2.56%) HBase
4 2 (2.56%) Metadata
4 2 (2.56%) SQL Server
4 2 (2.56%) SQL Server Reporting Services
5 1 (1.28%) Amazon Athena
5 1 (1.28%) Amazon RDS
5 1 (1.28%) DynamoDB
5 1 (1.28%) Electronic Patient Records
Development Applications
1 4 (5.13%) Maven
2 3 (3.85%) Git
3 2 (2.56%) Gradle
3 2 (2.56%) Jenkins
3 2 (2.56%) JIRA
3 2 (2.56%) JUnit
4 1 (1.28%) Subversion
General
1 25 (32.05%) Finance
2 22 (28.21%) Social Skills
3 13 (16.67%) Law
4 11 (14.10%) Inclusion and Diversity
5 6 (7.69%) Banking
5 6 (7.69%) Marketing
6 5 (6.41%) Legal
6 5 (6.41%) Public Sector
7 4 (5.13%) Presentation Skills
7 4 (5.13%) Private Banking
8 3 (3.85%) Retail
9 2 (2.56%) Advertising
9 2 (2.56%) General Ledger
10 1 (1.28%) Aviation
10 1 (1.28%) Billing
10 1 (1.28%) Games
10 1 (1.28%) Influencing Skills
Job Titles
1 24 (30.77%) Trainer
2 9 (11.54%) Analyst
3 7 (8.97%) Lead
4 6 (7.69%) Developer
4 6 (7.69%) Innovation Manager
4 6 (7.69%) Senior
4 6 (7.69%) Senior Manager
4 6 (7.69%) Software Engineer
4 6 (7.69%) Trainee
5 5 (6.41%) Applications Support
5 5 (6.41%) Data Analyst
5 5 (6.41%) Java Engineer
5 5 (6.41%) Java Software Engineer
6 4 (5.13%) Insight Analyst
6 4 (5.13%) Project Manager
6 4 (5.13%) Senior Project Manager
6 4 (5.13%) Technical Leader
6 4 (5.13%) Technical Manager
7 3 (3.85%) Developer/Software Engineer
7 3 (3.85%) Trainee Data Analyst
Libraries, Frameworks & Software Standards
1 6 (7.69%) Spring
2 4 (5.13%) REST
3 3 (3.85%) Spring Boot
4 2 (2.56%) JDBC
4 2 (2.56%) JPA
4 2 (2.56%) OpenAPI
4 2 (2.56%) React
4 2 (2.56%) Swagger
4 2 (2.56%) WSDL
5 1 (1.28%) AngularJS
5 1 (1.28%) AWS CDK
5 1 (1.28%) Hibernate
5 1 (1.28%) HTML
5 1 (1.28%) jQuery
5 1 (1.28%) Kafka
5 1 (1.28%) PySpark
Miscellaneous
1 5 (6.41%) Analytical Mindset
2 4 (5.13%) Management Information System
2 4 (5.13%) Self-Motivation
3 3 (3.85%) Data Centre
3 3 (3.85%) Driving Licence
3 3 (3.85%) Smartphone
4 2 (2.56%) Algorithms
4 2 (2.56%) Legacy Systems
4 2 (2.56%) Life Science
4 2 (2.56%) Virtual Team
5 1 (1.28%) AI Agents
5 1 (1.28%) Cloud Native
5 1 (1.28%) Equities
5 1 (1.28%) PMI
Operating Systems
1 2 (2.56%) Unix
Processes & Methodologies
1 40 (51.28%) AI
2 31 (39.74%) Problem-Solving
3 24 (30.77%) Chemistry
3 24 (30.77%) Conversational UI
4 21 (26.92%) Decision-Making
5 17 (21.79%) Analytics
6 13 (16.67%) Business Intelligence
6 13 (16.67%) Continuous Improvement
6 13 (16.67%) Project Management
7 11 (14.10%) ERP
7 11 (14.10%) Stakeholder Management
8 10 (12.82%) Agile
9 9 (11.54%) SDLC
9 9 (11.54%) Visualisation
10 8 (10.26%) Customer Experience
10 8 (10.26%) Data-Driven Decision Making
11 7 (8.97%) Data Analytics
11 7 (8.97%) Strategic Thinking
12 6 (7.69%) Data Analysis
12 6 (7.69%) Software Engineering
Programming Languages
1 14 (17.95%) SQL
2 6 (7.69%) Java
3 4 (5.13%) Python
4 2 (2.56%) Data Analysis Expressions
4 2 (2.56%) JavaScript
4 2 (2.56%) PL/SQL
5 1 (1.28%) R
Qualifications
1 36 (46.15%) Degree
2 28 (35.90%) Master's Degree
3 24 (30.77%) PhD
4 3 (3.85%) A+ Certification
4 3 (3.85%) BPSS Clearance
4 3 (3.85%) CCNA
4 3 (3.85%) Cisco Certification
4 3 (3.85%) MCSE
4 3 (3.85%) Microsoft Certification
4 3 (3.85%) Network+ Certification
5 2 (2.56%) PMI Certification
6 1 (1.28%) AWS Certification
6 1 (1.28%) Computer Science Degree
6 1 (1.28%) PMP
6 1 (1.28%) Security Cleared
6 1 (1.28%) Six Sigma Green Belt
Quality Assurance & Compliance
1 5 (6.41%) PMO
2 3 (3.85%) Data Quality
3 2 (2.56%) PERC
4 1 (1.28%) Accessibility
4 1 (1.28%) Actionable Recommendations
System Software
1 2 (2.56%) HDFS
Systems Management
1 3 (3.85%) Kubernetes
2 2 (2.56%) Terraform
Vendors
1 24 (30.77%) PayPal
2 9 (11.54%) Microsoft
3 6 (7.69%) Oracle
4 5 (6.41%) Alteryx
4 5 (6.41%) Cisco
4 5 (6.41%) Infor
5 4 (5.13%) SAP
6 3 (3.85%) Dell
6 3 (3.85%) Teradata
7 2 (2.56%) Cloudera
7 2 (2.56%) Databricks
7 2 (2.56%) Dynatrace
7 2 (2.56%) ServiceNow
7 2 (2.56%) Splunk
8 1 (1.28%) Anaplan
8 1 (1.28%) Genesys
8 1 (1.28%) Verint