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 advertised in Edinburgh. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 14 May 2024 with a comparison to the same period over the previous 2 years.

6 months to
14 May 2024
Same period 2023 Same period 2022
Rank 40 41 64
Rank change year-on-year +1 +23 -22
Permanent jobs citing Analytical Skills 80 166 107
As % of all permanent jobs advertised in Edinburgh 5.36% 8.13% 4.41%
As % of the General category 8.93% 10.36% 6.75%
Number of salaries quoted 61 107 65
10th Percentile £30,888 £30,500 £36,350
25th Percentile £43,817 £37,885 £41,250
Median annual salary (50th Percentile) £61,000 £50,000 £55,000
Median % change year-on-year +22.00% -9.09% +10.00%
75th Percentile £68,114 £65,589 £67,500
90th Percentile £91,250 £76,476 £71,250
Scotland median annual salary £45,000 £50,000 £48,525
% change year-on-year -10.00% +3.04% -0.54%

All General Skills
Edinburgh

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 Edinburgh with a requirement for common skills.

Permanent vacancies with a requirement for common skills 896 1,603 1,586
As % of all permanent jobs advertised in Edinburgh 60.05% 78.50% 65.32%
Number of salaries quoted 670 934 1,009
10th Percentile £32,500 £36,250 £33,488
25th Percentile £46,250 £45,000 £43,750
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% +8.91%
75th Percentile £73,886 £79,000 £67,638
90th Percentile £95,154 £95,000 £84,056
Scotland median annual salary £50,000 £57,500 £54,750
% change year-on-year -13.04% +5.02% +9.50%

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 14 May 2024.

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 7 (8.75%) SharePoint
2 5 (6.25%) Confluence
2 5 (6.25%) SAS
3 2 (2.50%) Apache
3 2 (2.50%) Apache Spark
3 2 (2.50%) CMS
Applications
1 10 (12.50%) Microsoft Excel
2 4 (5.00%) Microsoft Office
2 4 (5.00%) Microsoft PowerPoint
3 2 (2.50%) MS Visio
4 1 (1.25%) AutoCAD
4 1 (1.25%) EViews
4 1 (1.25%) Revit
4 1 (1.25%) SPSS
Business Applications
1 1 (1.25%) Dynamics CRM
1 1 (1.25%) Oracle Cash Management
1 1 (1.25%) Oracle Receivables
1 1 (1.25%) Payment Gateway
Cloud Services
1 9 (11.25%) Microsoft 365
2 8 (10.00%) Azure
2 8 (10.00%) GCP
2 8 (10.00%) Power Platform
3 4 (5.00%) AWS
3 4 (5.00%) Entra ID
3 4 (5.00%) IaaS
4 3 (3.75%) SaaS
4 3 (3.75%) Vertex AI
4 3 (3.75%) Yammer
5 2 (2.50%) Cloud Computing
5 2 (2.50%) PowerApps
6 1 (1.25%) Dynamics 365
6 1 (1.25%) OCI
6 1 (1.25%) Serverless
Communications & Networking
1 7 (8.75%) Cisco Nexus
1 7 (8.75%) DNS
2 1 (1.25%) Internet
2 1 (1.25%) LAN
2 1 (1.25%) WAN
2 1 (1.25%) Wireless
Database & Business Intelligence
1 8 (10.00%) Power BI
2 3 (3.75%) BigQuery
2 3 (3.75%) Looker
2 3 (3.75%) MySQL
3 2 (2.50%) Data Hub
3 2 (2.50%) MongoDB
3 2 (2.50%) PostgreSQL
4 1 (1.25%) Data Warehouse
4 1 (1.25%) Elasticsearch
4 1 (1.25%) MariaDB
4 1 (1.25%) Metadata
4 1 (1.25%) NoSQL
4 1 (1.25%) Oracle Reports
4 1 (1.25%) RDBMS
4 1 (1.25%) Relational Database
Development Applications
1 7 (8.75%) JIRA
2 4 (5.00%) Git
3 1 (1.25%) Bugzilla
3 1 (1.25%) Cucumber
3 1 (1.25%) Cypress.io
3 1 (1.25%) JUnit
3 1 (1.25%) Mockito
General
1 31 (38.75%) Social Skills
2 25 (31.25%) Finance
3 17 (21.25%) Banking
4 9 (11.25%) Inclusion and Diversity
5 6 (7.50%) Public Sector
6 5 (6.25%) Presentation Skills
6 5 (6.25%) Retail
7 4 (5.00%) Documentation Skills
7 4 (5.00%) Law
7 4 (5.00%) Marketing
7 4 (5.00%) Organisational Skills
8 2 (2.50%) Telecoms
9 1 (1.25%) Back Office
9 1 (1.25%) Games
9 1 (1.25%) General Ledger
9 1 (1.25%) Influencing Skills
9 1 (1.25%) Legal
9 1 (1.25%) Manufacturing
9 1 (1.25%) Publishing
9 1 (1.25%) Retail Banking
Job Titles
1 20 (25.00%) Analyst
2 14 (17.50%) Senior
3 7 (8.75%) Lead
4 5 (6.25%) Data Analyst
4 5 (6.25%) Security Manager
5 4 (5.00%) Architect
5 4 (5.00%) Consultant
5 4 (5.00%) Operational Security Manager
5 4 (5.00%) Operations Manager
5 4 (5.00%) Presales Specialist
5 4 (5.00%) Product Owner
5 4 (5.00%) Security Operations Manager
5 4 (5.00%) Senior Analyst
5 4 (5.00%) Senior Product Owner
5 4 (5.00%) Technical Analyst
6 3 (3.75%) Data Engineer
6 3 (3.75%) Digital Transformation
6 3 (3.75%) Digital Transformation Manager
6 3 (3.75%) Platform Engineer
6 3 (3.75%) Transformation Manager
Libraries, Frameworks & Software Standards
1 3 (3.75%) CSS
1 3 (3.75%) HTML
1 3 (3.75%) React
2 2 (2.50%) RESTful
3 1 (1.25%) .NET
3 1 (1.25%) AngularJS
3 1 (1.25%) Express.js
3 1 (1.25%) Keras
3 1 (1.25%) Laravel
3 1 (1.25%) Matplotlib
3 1 (1.25%) MEAN Stack
3 1 (1.25%) MERN Stack
3 1 (1.25%) Node.js
3 1 (1.25%) OpenAPI
3 1 (1.25%) Spring
3 1 (1.25%) Spring Boot
3 1 (1.25%) Swagger
3 1 (1.25%) Symfony
3 1 (1.25%) TensorFlow
Miscellaneous
1 11 (13.75%) Analytical Mindset
2 8 (10.00%) Product Ownership
3 6 (7.50%) Cyber Threat
3 6 (7.50%) Management Information System
3 6 (7.50%) Self-Motivation
4 5 (6.25%) Credit Risk
5 4 (5.00%) Cyber Security Posture
5 4 (5.00%) Data Centre
5 4 (5.00%) Security Operations Centre
6 3 (3.75%) Data Protection Act
7 2 (2.50%) Algorithms
7 2 (2.50%) Cloud Native
8 1 (1.25%) Distributed Systems
8 1 (1.25%) Onboarding
8 1 (1.25%) Online Banking
8 1 (1.25%) SWIFT Messaging Network
Operating Systems
1 1 (1.25%) Linux
1 1 (1.25%) Unix
1 1 (1.25%) Windows
Processes & Methodologies
1 30 (37.50%) Agile
1 30 (37.50%) Problem-Solving
2 17 (21.25%) Decision-Making
3 13 (16.25%) Stakeholder Management
4 10 (12.50%) Analytics
4 10 (12.50%) Change Management
4 10 (12.50%) Cybersecurity
4 10 (12.50%) ITIL
4 10 (12.50%) Project Management
5 9 (11.25%) Continuous Improvement
5 9 (11.25%) Strategic Thinking
6 8 (10.00%) Business Intelligence
6 8 (10.00%) Collaborative Working
6 8 (10.00%) Service Delivery
6 8 (10.00%) Time Management
7 7 (8.75%) Computer Science
7 7 (8.75%) Mentoring
8 6 (7.50%) DevOps
8 6 (7.50%) Mathematics
8 6 (7.50%) Presales
Programming Languages
1 15 (18.75%) Python
2 9 (11.25%) SQL
3 5 (6.25%) Java
4 4 (5.00%) JavaScript
4 4 (5.00%) VBA
5 3 (3.75%) R
6 1 (1.25%) C#
6 1 (1.25%) C++
6 1 (1.25%) Kotlin
6 1 (1.25%) MATLAB
6 1 (1.25%) PHP
6 1 (1.25%) PowerShell
6 1 (1.25%) TypeScript
Qualifications
1 22 (27.50%) Degree
2 7 (8.75%) CCNP
2 7 (8.75%) Cisco Certification
3 5 (6.25%) Master's Degree
4 4 (5.00%) PMI Certification
4 4 (5.00%) PMP
5 3 (3.75%) Computer Science Degree
5 3 (3.75%) SC Cleared
5 3 (3.75%) Security Cleared
6 2 (2.50%) Microsoft Certification
6 2 (2.50%) PhD
7 1 (1.25%) BICSI Certification
7 1 (1.25%) BICSI RCDD
7 1 (1.25%) BPSS Clearance
7 1 (1.25%) CISA
7 1 (1.25%) CISM
7 1 (1.25%) CISSP
7 1 (1.25%) CRISC
7 1 (1.25%) ITIL Certification
7 1 (1.25%) MCSE
Quality Assurance & Compliance
1 6 (7.50%) GDPR
2 4 (5.00%) Accessibility
3 3 (3.75%) Actionable Recommendations
3 3 (3.75%) CRD IV
3 3 (3.75%) QA
4 2 (2.50%) Cyber Essentials
4 2 (2.50%) IFRS
4 2 (2.50%) IFRS 9
5 1 (1.25%) Basel III
5 1 (1.25%) Cyber Essentials PLUS
5 1 (1.25%) ISO 20022
5 1 (1.25%) ISO/IEC 27001
5 1 (1.25%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
5 1 (1.25%) NIST
System Software
1 3 (3.75%) Active Directory
2 1 (1.25%) Docker
Systems Management
1 1 (1.25%) Kubernetes
1 1 (1.25%) Microsoft Intune
1 1 (1.25%) TeamSite
Vendors
1 17 (21.25%) Microsoft
2 8 (10.00%) Google
3 7 (8.75%) ForeScout
3 7 (8.75%) Meraki
4 3 (3.75%) Atlassian
4 3 (3.75%) ServiceNow
5 2 (2.50%) Oracle
6 1 (1.25%) Aruba
6 1 (1.25%) Autodesk
6 1 (1.25%) Keysight
6 1 (1.25%) Rollbar
6 1 (1.25%) Salesforce
6 1 (1.25%) Splunk
6 1 (1.25%) VMware