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 27 April 2024 with a comparison to the same period over the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 39 39 70
Rank change year-on-year 0 +31 -28
Permanent jobs citing Analytical Skills 91 168 98
As % of all permanent jobs advertised in Edinburgh 5.93% 7.82% 4.23%
As % of the General category 9.78% 9.98% 6.43%
Number of salaries quoted 67 105 56
10th Percentile £34,855 £30,500 £38,000
25th Percentile £42,500 £37,885 £44,847
Median annual salary (50th Percentile) £58,800 £48,500 £60,000
Median % change year-on-year +21.24% -19.17% +20.00%
75th Percentile £67,750 £65,679 £70,000
90th Percentile £84,500 £77,629 £73,125
Scotland median annual salary £45,000 £50,000 £47,900
% change year-on-year -10.00% +4.39% -4.20%

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 930 1,683 1,524
As % of all permanent jobs advertised in Edinburgh 60.63% 78.39% 65.80%
Number of salaries quoted 700 973 953
10th Percentile £32,500 £37,000 £33,488
25th Percentile £46,250 £45,000 £42,500
Median annual salary (50th Percentile) £60,000 £60,518 £55,000
Median % change year-on-year -0.86% +10.03% +10.00%
75th Percentile £73,914 £80,000 £66,250
90th Percentile £91,991 £95,800 £81,250
Scotland median annual salary £52,500 £59,526 £52,500
% change year-on-year -11.80% +13.38% +5.00%

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 27 April 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 13 (14.29%) Confluence
2 9 (9.89%) SharePoint
3 5 (5.49%) SAS
4 3 (3.30%) CMS
5 2 (2.20%) Apache
5 2 (2.20%) Apache Spark
Applications
1 13 (14.29%) Microsoft Excel
2 7 (7.69%) Microsoft Office
2 7 (7.69%) Microsoft PowerPoint
3 1 (1.10%) AutoCAD
3 1 (1.10%) EViews
3 1 (1.10%) MS Visio
3 1 (1.10%) Revit
3 1 (1.10%) SPSS
Business Applications
1 1 (1.10%) Dynamics CRM
1 1 (1.10%) Oracle Cash Management
1 1 (1.10%) Oracle Receivables
Cloud Services
1 12 (13.19%) Microsoft 365
2 11 (12.09%) Power Platform
3 8 (8.79%) Azure
3 8 (8.79%) GCP
4 6 (6.59%) Yammer
5 4 (4.40%) AWS
5 4 (4.40%) Entra ID
5 4 (4.40%) IaaS
5 4 (4.40%) SaaS
6 3 (3.30%) Vertex AI
7 2 (2.20%) PowerApps
8 1 (1.10%) Cloud Computing
8 1 (1.10%) Lucidchart
8 1 (1.10%) OCI
8 1 (1.10%) Serverless
Communications & Networking
1 6 (6.59%) Cisco Nexus
1 6 (6.59%) DNS
2 4 (4.40%) Network Security
3 2 (2.20%) DHCP
3 2 (2.20%) TCP/IP
3 2 (2.20%) Wireless
4 1 (1.10%) Broadband
4 1 (1.10%) IPv6
4 1 (1.10%) MPLS
Database & Business Intelligence
1 11 (12.09%) Power BI
2 7 (7.69%) MySQL
3 5 (5.49%) MongoDB
3 5 (5.49%) PostgreSQL
4 4 (4.40%) Data Hub
5 3 (3.30%) BigQuery
5 3 (3.30%) Looker
6 2 (2.20%) MariaDB
7 1 (1.10%) Data Warehouse
7 1 (1.10%) Elasticsearch
7 1 (1.10%) Metadata
7 1 (1.10%) NoSQL
7 1 (1.10%) Oracle Reports
7 1 (1.10%) RDBMS
7 1 (1.10%) Relational Database
Development Applications
1 15 (16.48%) JIRA
2 8 (8.79%) Git
3 1 (1.10%) Bugzilla
3 1 (1.10%) Cucumber
3 1 (1.10%) Cypress.io
3 1 (1.10%) JUnit
3 1 (1.10%) Mockito
General
1 33 (36.26%) Social Skills
2 31 (34.07%) Finance
3 23 (25.27%) Banking
4 10 (10.99%) Inclusion and Diversity
5 6 (6.59%) Organisational Skills
5 6 (6.59%) Public Sector
6 5 (5.49%) Presentation Skills
6 5 (5.49%) Retail
7 4 (4.40%) Documentation Skills
7 4 (4.40%) Marketing
8 3 (3.30%) Law
8 3 (3.30%) Manufacturing
8 3 (3.30%) Telecoms
9 2 (2.20%) Legal
10 1 (1.10%) Back Office
10 1 (1.10%) Games
10 1 (1.10%) Influencing Skills
10 1 (1.10%) Publishing
Job Titles
1 23 (25.27%) Analyst
2 20 (21.98%) Senior
3 7 (7.69%) Principal Engineer
4 6 (6.59%) Change Analyst
4 6 (6.59%) Consultant
4 6 (6.59%) Governance Analyst
4 6 (6.59%) Service Analyst
5 5 (5.49%) Data Analyst
5 5 (5.49%) Full Stack Engineer
5 5 (5.49%) Security Manager
6 4 (4.40%) Lead
6 4 (4.40%) Operational Security Manager
6 4 (4.40%) Operations Manager
6 4 (4.40%) Presales Specialist
6 4 (4.40%) Product Owner
6 4 (4.40%) Security Operations Manager
6 4 (4.40%) Senior Analyst
6 4 (4.40%) Senior Product Owner
7 3 (3.30%) Administrator
7 3 (3.30%) Technical Analyst
Libraries, Frameworks & Software Standards
1 7 (7.69%) CSS
1 7 (7.69%) HTML
2 6 (6.59%) React
3 5 (5.49%) RESTful
4 4 (4.40%) AngularJS
4 4 (4.40%) Express.js
4 4 (4.40%) MEAN Stack
4 4 (4.40%) MERN Stack
4 4 (4.40%) Node.js
5 3 (3.30%) .NET
6 2 (2.20%) Laravel
6 2 (2.20%) Symfony
7 1 (1.10%) Keras
7 1 (1.10%) Matplotlib
7 1 (1.10%) OpenAPI
7 1 (1.10%) Spring
7 1 (1.10%) Spring Boot
7 1 (1.10%) Swagger
7 1 (1.10%) TensorFlow
Miscellaneous
1 9 (9.89%) Analytical Mindset
2 7 (7.69%) Management Information System
3 6 (6.59%) Cloud Native
3 6 (6.59%) Cyber Threat
3 6 (6.59%) Product Ownership
3 6 (6.59%) Self-Motivation
4 5 (5.49%) Credit Risk
5 4 (4.40%) Cyber Security Posture
5 4 (4.40%) Data Centre
5 4 (4.40%) Enterprise Storage
5 4 (4.40%) Security Operations Centre
6 3 (3.30%) Data Protection Act
7 2 (2.20%) Algorithms
8 1 (1.10%) Distributed Systems
8 1 (1.10%) Onboarding
Operating Systems
1 4 (4.40%) Mac OS X
2 3 (3.30%) Linux
2 3 (3.30%) Windows
3 1 (1.10%) Unix
Processes & Methodologies
1 39 (42.86%) Agile
2 37 (40.66%) Problem-Solving
3 22 (24.18%) Decision-Making
4 14 (15.38%) Analytics
4 14 (15.38%) Cybersecurity
5 13 (14.29%) Change Management
6 12 (13.19%) Continuous Improvement
6 12 (13.19%) Time Management
7 11 (12.09%) Business Intelligence
7 11 (12.09%) Stakeholder Management
8 10 (10.99%) Computer Science
8 10 (10.99%) Project Management
9 9 (9.89%) Actionable Insight
9 9 (9.89%) Data Analysis
9 9 (9.89%) Software Delivery
10 8 (8.79%) Artificial Intelligence
10 8 (8.79%) Collaborative Working
10 8 (8.79%) ITIL
10 8 (8.79%) Strategic Thinking
11 7 (7.69%) Service Delivery
Programming Languages
1 19 (20.88%) Python
2 9 (9.89%) SQL
3 7 (7.69%) JavaScript
4 6 (6.59%) VBA
5 5 (5.49%) Java
6 3 (3.30%) C#
6 3 (3.30%) R
7 2 (2.20%) C++
7 2 (2.20%) PHP
8 1 (1.10%) Kotlin
8 1 (1.10%) MATLAB
8 1 (1.10%) PowerShell
8 1 (1.10%) TypeScript
Qualifications
1 25 (27.47%) Degree
2 8 (8.79%) Master's Degree
3 7 (7.69%) Cisco Certification
4 6 (6.59%) CCNP
4 6 (6.59%) Computer Science Degree
5 4 (4.40%) PMI Certification
5 4 (4.40%) PMP
6 3 (3.30%) SC Cleared
6 3 (3.30%) Security Cleared
7 2 (2.20%) PhD
8 1 (1.10%) BICSI Certification
8 1 (1.10%) BICSI RCDD
8 1 (1.10%) CCNA
8 1 (1.10%) CISA
8 1 (1.10%) CISM
8 1 (1.10%) CISSP
8 1 (1.10%) CRISC
8 1 (1.10%) ITIL Certification
8 1 (1.10%) MCSE
8 1 (1.10%) Microsoft Certification
Quality Assurance & Compliance
1 6 (6.59%) Actionable Recommendations
1 6 (6.59%) GDPR
2 4 (4.40%) Accessibility
3 3 (3.30%) CRD IV
3 3 (3.30%) QA
4 2 (2.20%) Cyber Essentials
4 2 (2.20%) IFRS
4 2 (2.20%) IFRS 9
5 1 (1.10%) Basel III
5 1 (1.10%) Cyber Essentials PLUS
5 1 (1.10%) ISO/IEC 27001
5 1 (1.10%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
5 1 (1.10%) NIST
System Software
1 3 (3.30%) Active Directory
2 1 (1.10%) Docker
Systems Management
1 5 (5.49%) Kubernetes
2 4 (4.40%) Ansible
2 4 (4.40%) vRealize
2 4 (4.40%) vRealize Orchestrator
3 1 (1.10%) Microsoft Intune
3 1 (1.10%) TeamSite
Vendors
1 18 (19.78%) Microsoft
2 10 (10.99%) Atlassian
3 8 (8.79%) Google
4 6 (6.59%) ForeScout
4 6 (6.59%) Meraki
4 6 (6.59%) ServiceNow
5 4 (4.40%) Dell
6 2 (2.20%) Oracle
6 2 (2.20%) Rollbar
7 1 (1.10%) Aruba
7 1 (1.10%) Autodesk
7 1 (1.10%) Cisco
7 1 (1.10%) Juniper
7 1 (1.10%) Keysight
7 1 (1.10%) Salesforce
7 1 (1.10%) Splunk
7 1 (1.10%) VMware