Analytical Skills Jobs in Edinburgh

Analytical Skills
Scotland > Edinburgh

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies in Edinburgh. Included is a benchmarking guide to the salaries offered in vacancies that cited Analytical Skills over the 6 months leading up to 28 May 2025, comparing them to the same period in the previous two years.

6 months to
28 May 2025
Same period 2024 Same period 2023
Rank 6 41 43
Rank change year-on-year +35 +2 +17
Permanent jobs citing Analytical Skills 171 71 146
As % of all permanent jobs advertised in Edinburgh 19.63% 4.72% 7.47%
As % of the General category 24.22% 8.00% 9.57%
Number of salaries quoted 36 53 93
10th Percentile £25,020 £32,860 £30,500
25th Percentile £33,934 £46,306 £37,885
Median annual salary (50th Percentile) £50,445 £63,500 £47,709
Median % change year-on-year -20.56% +33.10% -9.13%
75th Percentile £60,000 £68,114 £62,833
90th Percentile £83,738 £89,000 £77,715
Scotland median annual salary £50,445 £45,000 £49,000
% change year-on-year +12.10% -8.16% +0.98%

All General Skills
Edinburgh

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 Edinburgh.

Permanent vacancies with a requirement for common skills 706 888 1,525
As % of all permanent jobs advertised in Edinburgh 81.06% 59.08% 78.01%
Number of salaries quoted 291 659 881
10th Percentile £25,313 £32,500 £36,250
25th Percentile £32,851 £45,000 £44,033
Median annual salary (50th Percentile) £55,000 £59,526 £60,000
Median % change year-on-year -7.60% -0.79% +9.09%
75th Percentile £81,250 £72,433 £80,000
90th Percentile £98,474 £92,047 £95,000
Scotland median annual salary £47,683 £50,000 £57,500
% change year-on-year -4.63% -13.04% +4.55%

Analytical Skills
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Analytical Skills in Edinburgh

Analytical Skills
Salary Trend in Edinburgh

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

Salary trend for Analytical Skills in Edinburgh

Analytical Skills
Salary Histogram in Edinburgh

Salary distribution for jobs citing Analytical Skills in Edinburgh over the 6 months to 28 May 2025.

Salary histogram for Analytical Skills in Edinburgh

Analytical Skills
Co-occurring Skills and Capabilities in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (1.17%) Apache
1 2 (1.17%) Apache Airflow
2 1 (0.58%) CICS
2 1 (0.58%) Confluence
2 1 (0.58%) SAS
Applications
1 9 (5.26%) Microsoft Excel
2 5 (2.92%) Microsoft Office
3 4 (2.34%) Microsoft PowerPoint
4 1 (0.58%) Chatbot
4 1 (0.58%) SPSS
Business Applications
1 1 (0.58%) Cloudability
Cloud Services
1 31 (18.13%) AWS
2 9 (5.26%) Azure
3 7 (4.09%) GCP
4 5 (2.92%) Cloud Computing
4 5 (2.92%) Power Platform
5 4 (2.34%) IaaS
5 4 (2.34%) Microsoft Copilot
5 4 (2.34%) PaaS
5 4 (2.34%) Power Automate
5 4 (2.34%) SaaS
6 3 (1.75%) Snowflake
7 2 (1.17%) Amazon EC2
7 2 (1.17%) Amazon S3
7 2 (1.17%) GitHub
8 1 (0.58%) Figma
8 1 (0.58%) Microsoft 365
8 1 (0.58%) npm
Communications & Networking
1 3 (1.75%) Firewall
1 3 (1.75%) FTP
2 2 (1.17%) Software-Defined Networking
3 1 (0.58%) PuTTY
3 1 (0.58%) TCP/IP
Database & Business Intelligence
1 17 (9.94%) Tableau
2 5 (2.92%) Power BI
3 4 (2.34%) Amazon QuickSight
4 3 (1.75%) DB2
5 2 (1.17%) Amazon RDS
5 2 (1.17%) PostgreSQL
6 1 (0.58%) Metadata
6 1 (0.58%) MongoDB
6 1 (0.58%) MySQL
6 1 (0.58%) Neo4j
6 1 (0.58%) NoSQL
Development Applications
1 7 (4.09%) Visual Studio
2 3 (1.75%) Git
2 3 (1.75%) JIRA
3 2 (1.17%) Jenkins
4 1 (0.58%) IBM UrbanCode
4 1 (0.58%) Visual Studio Code
General
1 86 (50.29%) Social Skills
2 84 (49.12%) Finance
3 35 (20.47%) Banking
4 23 (13.45%) Legal
5 14 (8.19%) Organisational Skills
6 13 (7.60%) Influencing Skills
7 10 (5.85%) Inclusion and Diversity
8 9 (5.26%) Front Office
9 7 (4.09%) Financial Institution
10 6 (3.51%) Marketing
10 6 (3.51%) Retail
11 4 (2.34%) Law
12 3 (1.75%) Public Sector
13 2 (1.17%) Arabic Language
13 2 (1.17%) French Language
13 2 (1.17%) Mandarin Language
13 2 (1.17%) Presentation Skills
13 2 (1.17%) Russian Language
13 2 (1.17%) Spanish Language
13 2 (1.17%) Wholesale Banking
Job Titles
1 67 (39.18%) Analyst
2 22 (12.87%) Senior
3 17 (9.94%) Developer
4 15 (8.77%) Lead
5 12 (7.02%) Business Analyst
5 12 (7.02%) Risk Manager
6 8 (4.68%) Auditor
6 8 (4.68%) Data Analyst
6 8 (4.68%) Data Manager
6 8 (4.68%) Financial Analyst
6 8 (4.68%) Senior Auditor
6 8 (4.68%) Senior Developer
7 7 (4.09%) Audit Manager
7 7 (4.09%) C++ Developer
7 7 (4.09%) C++/Java Developer
7 7 (4.09%) Credit Risk Manager
7 7 (4.09%) Java Developer
7 7 (4.09%) Senior C++ Developer
7 7 (4.09%) Senior Java Developer
8 6 (3.51%) Infrastructure Analyst
Libraries, Frameworks & Software Standards
1 8 (4.68%) HTML
2 7 (4.09%) MFC
3 4 (2.34%) JSON
3 4 (2.34%) Middleware
4 3 (1.75%) CSS
5 2 (1.17%) ADO
5 2 (1.17%) Node.js
5 2 (1.17%) React
5 2 (1.17%) REST
6 1 (0.58%) AngularJS
6 1 (0.58%) Apache Cordova
6 1 (0.58%) CherryPy
6 1 (0.58%) Flask
6 1 (0.58%) GraphQL
6 1 (0.58%) gRPC
6 1 (0.58%) Ionic Framework
6 1 (0.58%) PySpark
6 1 (0.58%) RESTful
6 1 (0.58%) SQLAlchemy
Miscellaneous
1 17 (9.94%) Credit Risk
2 15 (8.77%) Analytical Mindset
3 9 (5.26%) Product Ownership
4 7 (4.09%) Mainframe
5 6 (3.51%) Public Cloud
6 5 (2.92%) Management Information System
7 4 (2.34%) Algorithms
8 3 (1.75%) iSeries
8 3 (1.75%) Market Risk
8 3 (1.75%) Taxonomies
9 2 (1.17%) AS400
9 2 (1.17%) Cloud Native
9 2 (1.17%) Learning Management System
9 2 (1.17%) Mobile App
9 2 (1.17%) Operational Technology
9 2 (1.17%) Wiki
10 1 (0.58%) Data Centre
10 1 (0.58%) Low-Code
10 1 (0.58%) Private Cloud
10 1 (0.58%) SWIFT Messaging Network
Operating Systems
1 9 (5.26%) Windows
2 5 (2.92%) Linux
3 4 (2.34%) Unix
4 3 (1.75%) zOS
5 1 (0.58%) Android
5 1 (0.58%) Apple iOS
Processes & Methodologies
1 71 (41.52%) Stakeholder Management
2 63 (36.84%) Problem-Solving
3 46 (26.90%) Agile
4 37 (21.64%) Risk Management
5 33 (19.30%) Analytics
6 26 (15.20%) Coaching
7 24 (14.04%) Continuous Improvement
7 24 (14.04%) Decision-Making
8 23 (13.45%) CI/CD
8 23 (13.45%) DevOps
8 23 (13.45%) Project Management
9 21 (12.28%) Customer Service
10 19 (11.11%) Continuous Integration
11 18 (10.53%) Artificial Intelligence
11 18 (10.53%) Data Analytics
12 17 (9.94%) Roadmaps
13 16 (9.36%) Business Intelligence
13 16 (9.36%) Data Management
13 16 (9.36%) Visualisation
14 15 (8.77%) Continuous Delivery
Programming Languages
1 36 (21.05%) Python
2 23 (13.45%) SQL
3 14 (8.19%) Java
4 7 (4.09%) C++
4 7 (4.09%) JavaScript
5 6 (3.51%) R
5 6 (3.51%) VBA
6 2 (1.17%) JCL
6 2 (1.17%) RPG
6 2 (1.17%) RPG IV
7 1 (0.58%) Bash
7 1 (0.58%) COBOL
7 1 (0.58%) Cypher
7 1 (0.58%) Perl
7 1 (0.58%) PowerShell
7 1 (0.58%) REXX
7 1 (0.58%) Shell Script
Qualifications
1 24 (14.04%) Degree
2 12 (7.02%) Master's Degree
2 12 (7.02%) PhD
3 4 (2.34%) CCA
4 3 (1.75%) CBAP
4 3 (1.75%) CISA
5 2 (1.17%) ACCA
5 2 (1.17%) CCNA
5 2 (1.17%) CFA
5 2 (1.17%) CIMA
5 2 (1.17%) Cisco Certification
5 2 (1.17%) PMI Certification
5 2 (1.17%) PMP
6 1 (0.58%) CEH
6 1 (0.58%) CISM
6 1 (0.58%) CISSP
6 1 (0.58%) Computer Science Degree
6 1 (0.58%) GIAC
6 1 (0.58%) HNC
6 1 (0.58%) HND
Quality Assurance & Compliance
1 14 (8.19%) Data Quality
2 11 (6.43%) Sarbanes-Oxley
3 6 (3.51%) QA
4 3 (1.75%) Accessibility
4 3 (1.75%) Actionable Recommendations
5 2 (1.17%) GDPR
5 2 (1.17%) ITGC
6 1 (0.58%) ISO 20022
6 1 (0.58%) ISO 22301
6 1 (0.58%) ISO/IEC 27001
6 1 (0.58%) PMO
6 1 (0.58%) SEPA
6 1 (0.58%) SLA
System Software
1 2 (1.17%) Docker
1 2 (1.17%) RACF
Systems Management
1 2 (1.17%) Kubernetes
2 1 (0.58%) CA Endevor
Vendors
1 18 (10.53%) Microsoft
2 7 (4.09%) Avaloq
2 7 (4.09%) Oracle
2 7 (4.09%) ServiceNow
3 5 (2.92%) Google
4 4 (2.34%) Blue Prism
4 4 (2.34%) UiPath
5 3 (1.75%) Genesys
5 3 (1.75%) IBM
5 3 (1.75%) Verint
6 2 (1.17%) Cisco
6 2 (1.17%) F5
6 2 (1.17%) Fortinet
6 2 (1.17%) Informatica
6 2 (1.17%) LogicMonitor
6 2 (1.17%) SolarWinds
7 1 (0.58%) PayPal