Analytical Skills Jobs in Scotland

Analytical Skills
UK > Scotland

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 2 December 2023 with a comparison to the same period over the previous 2 years.

6 months to
2 Dec 2023
Same period 2022 Same period 2021
Rank 40 22 58
Rank change year-on-year -18 +36 +10
Permanent jobs citing Analytical Skills 208 518 242
As % of all permanent jobs advertised in Scotland 7.23% 10.22% 5.23%
As % of the General category 9.68% 14.44% 8.72%
Number of salaries quoted 147 227 127
10th Percentile £37,650 £30,000 £26,250
25th Percentile £43,312 £37,134 £32,250
Median annual salary (50th Percentile) £57,500 £47,500 £47,500
Median % change year-on-year +21.05% - +15.15%
75th Percentile £65,000 £67,500 £57,500
90th Percentile £87,500 £80,000 £68,000
UK median annual salary £57,000 £55,000 £53,500
% change year-on-year +3.64% +2.80% +5.94%

All General Skills
Scotland

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 Scotland with a requirement for common skills.

Permanent vacancies with a requirement for common skills 2,148 3,587 2,775
As % of all permanent jobs advertised in Scotland 74.64% 70.79% 59.94%
Number of salaries quoted 1,398 1,929 1,609
10th Percentile £25,000 £32,600 £28,750
25th Percentile £32,500 £41,250 £37,500
Median annual salary (50th Percentile) £52,500 £57,500 £50,000
Median % change year-on-year -8.70% +15.00% +4.38%
75th Percentile £71,250 £75,000 £62,500
90th Percentile £84,056 £86,250 £75,000
UK median annual salary £60,000 £60,000 £57,500
% change year-on-year - +4.35% +4.55%

Analytical Skills
Job Vacancy Trend in Scotland

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

Job vacancy trend for Analytical Skills in Scotland

Analytical Skills
Salary Trend in Scotland

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

Salary trend for Analytical Skills in Scotland

Analytical Skills
Salary Histogram in Scotland

Salary distribution for jobs citing Analytical Skills in Scotland over the 6 months to 2 December 2023.

Salary histogram for Analytical Skills in Scotland

Analytical Skills
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Scotland region over the 6 months to 2 December 2023. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +1 90 £51,528 -1.85% 48
Glasgow +2 71 £60,000 +20.00% 40
Fife +5 9 £47,500 +26.67% 5
Dundee -5 8 £47,529 +18.02% 1
Aberdeen -11 7 £57,500 - 9
Lanarkshire +6 5 - - 13
Stirling -4 3 £50,000 +75.44%
Perthshire 0 2 - -
Dunbartonshire +3 1 £37,048 - 1
Falkirk +2 1 £50,000 - 2
Inverclyde 0 1 - -
Analytical Skills
UK

Analytical Skills
Co-occurring Skills and Capabilities in Scotland 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 26 (12.50%) Confluence
2 9 (4.33%) SharePoint
2 9 (4.33%) WebSphere
3 8 (3.85%) WebSphere Application Server
4 7 (3.37%) SAS
5 4 (1.92%) Apache Spark
6 3 (1.44%) CMS
7 2 (0.96%) Apache
7 2 (0.96%) IIS
8 1 (0.48%) MS Exchange
8 1 (0.48%) Tomcat
8 1 (0.48%) WebLogic
Applications
1 31 (14.90%) Microsoft Office
2 21 (10.10%) Microsoft Excel
3 10 (4.81%) Microsoft PowerPoint
4 6 (2.88%) Microsoft Project
5 4 (1.92%) MS Visio
6 1 (0.48%) EViews
6 1 (0.48%) Simulink
6 1 (0.48%) SPSS
6 1 (0.48%) Trello
6 1 (0.48%) Windchill
Business Applications
1 2 (0.96%) SAP S/4HANA
2 1 (0.48%) IBM Planning Analytics
2 1 (0.48%) Oracle EBS
2 1 (0.48%) Visualfiles
Cloud Services
1 27 (12.98%) Power Platform
2 26 (12.50%) Azure
3 14 (6.73%) Microsoft 365
4 9 (4.33%) AWS
5 8 (3.85%) SaaS
6 7 (3.37%) Yammer
7 6 (2.88%) Entra ID
8 5 (2.40%) GitHub
9 4 (1.92%) Lucidchart
10 3 (1.44%) Azure Functions
10 3 (1.44%) Azure Sentinel
10 3 (1.44%) GCP
10 3 (1.44%) Serverless
11 2 (0.96%) Vertex AI
12 1 (0.48%) Azure Monitor
12 1 (0.48%) Dynamics 365
12 1 (0.48%) OneDrive
12 1 (0.48%) PaaS
Communications & Networking
1 9 (4.33%) Network Security
2 8 (3.85%) Firewall
3 7 (3.37%) Wireless
4 6 (2.88%) DHCP
4 6 (2.88%) TCP/IP
5 5 (2.40%) VPN
6 4 (1.92%) LAN
7 3 (1.44%) Broadband
7 3 (1.44%) DNS
7 3 (1.44%) IPv6
7 3 (1.44%) MPLS
8 2 (0.96%) DSL
8 2 (0.96%) Intrusion Detection
8 2 (0.96%) NAS
8 2 (0.96%) WAN
9 1 (0.48%) Ethernet
9 1 (0.48%) Intranet
9 1 (0.48%) SAN
9 1 (0.48%) SSL
9 1 (0.48%) VoIP
Database & Business Intelligence
1 26 (12.50%) Power BI
2 22 (10.58%) SQL Server
3 15 (7.21%) MySQL
4 12 (5.77%) MongoDB
5 11 (5.29%) Data Warehouse
5 11 (5.29%) PostgreSQL
6 7 (3.37%) SQL Server Integration Services
6 7 (3.37%) SQL Server Reporting Services
7 5 (2.40%) Data Hub
8 4 (1.92%) Relational Database
9 3 (1.44%) BusinessObjects
9 3 (1.44%) BusinessObjects Business Intelligence
9 3 (1.44%) Data Lake
9 3 (1.44%) MariaDB
9 3 (1.44%) Power Query
9 3 (1.44%) Tableau
10 2 (0.96%) Big Data
10 2 (0.96%) DB2
10 2 (0.96%) RDBMS
11 1 (0.48%) Oracle Database
Development Applications
1 31 (14.90%) JIRA
2 18 (8.65%) Git
3 5 (2.40%) Cucumber
3 5 (2.40%) IBM UrbanCode
3 5 (2.40%) Jenkins
3 5 (2.40%) LoadRunner
3 5 (2.40%) Selenium
4 3 (1.44%) Oracle APEX
General
1 103 (49.52%) Social Skills
2 85 (40.87%) Finance
3 61 (29.33%) Banking
4 23 (11.06%) Retail
5 21 (10.10%) Marketing
6 20 (9.62%) Inclusion and Diversity
7 17 (8.17%) Organisational Skills
8 14 (6.73%) Public Sector
9 10 (4.81%) Automotive
10 9 (4.33%) Law
11 8 (3.85%) Legal
12 6 (2.88%) French Language
12 6 (2.88%) Manufacturing
13 5 (2.40%) Telecoms
14 4 (1.92%) Aerospace
15 3 (1.44%) Investment Banking
15 3 (1.44%) Presentation Skills
16 2 (0.96%) Aviation
16 2 (0.96%) Influencing Skills
16 2 (0.96%) Military
Job Titles
1 55 (26.44%) Analyst
2 32 (15.38%) Senior
3 22 (10.58%) Applications Support
4 16 (7.69%) Lead
5 13 (6.25%) Software Engineer
6 12 (5.77%) Developer
6 12 (5.77%) Senior Applications Support
6 12 (5.77%) Technical Manager
7 11 (5.29%) Business Analyst
8 10 (4.81%) Graduate
8 10 (4.81%) Graduate Analyst
8 10 (4.81%) Lead Software Engineer
8 10 (4.81%) Site Controller
8 10 (4.81%) Technical Support
8 10 (4.81%) Test Engineer
9 9 (4.33%) Applications Support Analyst
9 9 (4.33%) Presales Engineer
9 9 (4.33%) Support Analyst
9 9 (4.33%) Support Engineer
10 8 (3.85%) Consultant
Libraries, Frameworks & Software Standards
1 19 (9.13%) HTML
2 15 (7.21%) Node.js
3 14 (6.73%) AngularJS
3 14 (6.73%) CSS
4 13 (6.25%) React
5 12 (5.77%) .NET
5 12 (5.77%) Express.js
6 11 (5.29%) RESTful
7 10 (4.81%) MEAN Stack
7 10 (4.81%) MERN Stack
7 10 (4.81%) ModSecurity
8 5 (2.40%) SOAP
8 5 (2.40%) Spring Boot
8 5 (2.40%) WebSphere MQ
9 4 (1.92%) Laravel
10 3 (1.44%) Symfony
11 2 (0.96%) JSON
11 2 (0.96%) Kafka
11 2 (0.96%) Spring
11 2 (0.96%) Vue
Miscellaneous
1 32 (15.38%) Management Information System
2 17 (8.17%) Product Ownership
3 10 (4.81%) Analytical Mindset
3 10 (4.81%) Greenfield Project
4 8 (3.85%) Credit Risk
5 6 (2.88%) Cloud Native
5 6 (2.88%) Data Structures
6 5 (2.40%) FMCG
6 5 (2.40%) Private Cloud
7 4 (1.92%) Data Centre
7 4 (1.92%) Enterprise Storage
7 4 (1.92%) Hybrid Cloud
7 4 (1.92%) Public Cloud
7 4 (1.92%) Self-Motivation
8 3 (1.44%) Low-Code
9 2 (0.96%) Driving Licence
9 2 (0.96%) Life Science
9 2 (0.96%) Mainframe
9 2 (0.96%) Replication
9 2 (0.96%) Virtual Team
Operating Systems
1 52 (25.00%) Windows
2 26 (12.50%) Linux
3 25 (12.02%) Windows Server
4 15 (7.21%) Unix
5 4 (1.92%) Mac OS X
6 3 (1.44%) Windows 10
7 2 (0.96%) HPUX
7 2 (0.96%) Red Hat Enterprise Linux
7 2 (0.96%) Solaris
7 2 (0.96%) Windows Server 2016
7 2 (0.96%) Windows Server 2019
8 1 (0.48%) Windows Server 2008
Processes & Methodologies
1 91 (43.75%) Problem-Solving
2 81 (38.94%) Agile
3 35 (16.83%) Decision-Making
4 32 (15.38%) Business Intelligence
5 31 (14.90%) Actionable Insight
5 31 (14.90%) Analytics
6 29 (13.94%) Project Management
7 25 (12.02%) Service Management
8 24 (11.54%) Continuous Improvement
9 22 (10.58%) Customer Service
9 22 (10.58%) Risk Management
9 22 (10.58%) Software Engineering
10 21 (10.10%) Analytical Thinking
11 20 (9.62%) Problem Management
12 19 (9.13%) IT Strategy
13 18 (8.65%) Change Management
13 18 (8.65%) Project Delivery
14 16 (7.69%) Disaster Recovery
14 16 (7.69%) Information Security
14 16 (7.69%) ITSM
Programming Languages
1 43 (20.67%) SQL
2 23 (11.06%) Python
3 15 (7.21%) Java
4 14 (6.73%) C++
5 12 (5.77%) JavaScript
6 11 (5.29%) C#
7 9 (4.33%) VBA
8 8 (3.85%) PowerShell
9 6 (2.88%) PL/SQL
9 6 (2.88%) R
10 5 (2.40%) Shell Script
11 4 (1.92%) PHP
11 4 (1.92%) T-SQL
12 3 (1.44%) MATLAB
13 2 (0.96%) Scala
Qualifications
1 55 (26.44%) Degree
2 24 (11.54%) Security Cleared
3 12 (5.77%) SC Cleared
4 11 (5.29%) CISSP
5 10 (4.81%) CISA
5 10 (4.81%) CISM
5 10 (4.81%) CRISC
6 6 (2.88%) Computer Science Degree
7 5 (2.40%) CCNA
7 5 (2.40%) Cisco Certification
7 5 (2.40%) Microsoft Certification
7 5 (2.40%) TOGAF Certification
8 4 (1.92%) Master's Degree
9 3 (1.44%) A+ Certification
9 3 (1.44%) Azure Certification
9 3 (1.44%) ITIL Certification
10 1 (0.48%) MCSE
10 1 (0.48%) Network+ Certification
10 1 (0.48%) PMI Certification
10 1 (0.48%) PMP
Quality Assurance & Compliance
1 11 (5.29%) GRC
1 11 (5.29%) ISO/IEC 27001
2 10 (4.81%) ISO 22301
2 10 (4.81%) NIST
3 9 (4.33%) Actionable Recommendations
4 5 (2.40%) QA
5 3 (1.44%) CRD IV
5 3 (1.44%) Data Quality
6 2 (0.96%) Cyber Essentials
6 2 (0.96%) IFRS
6 2 (0.96%) IFRS 9
6 2 (0.96%) SLA
7 1 (0.48%) Basel III
7 1 (0.48%) Cyber Essentials PLUS
7 1 (0.48%) NCSC
7 1 (0.48%) PMO
7 1 (0.48%) Solvency II
System Software
1 20 (9.62%) Active Directory
2 3 (1.44%) Virtual Machines
3 2 (0.96%) Virtual Desktop
3 2 (0.96%) VMware Infrastructure
4 1 (0.48%) BitLocker
4 1 (0.48%) Docker
4 1 (0.48%) Firmware
4 1 (0.48%) Hyper-V
4 1 (0.48%) Microsoft Virtual Server
4 1 (0.48%) Virtual Servers
4 1 (0.48%) vSphere
Systems Management
1 6 (2.88%) Kubernetes
2 4 (1.92%) Ansible
2 4 (1.92%) vRealize
2 4 (1.92%) vRealize Orchestrator
3 3 (1.44%) Microsoft Intune
4 1 (0.48%) Active Directory Federation Services
4 1 (0.48%) Oracle RMAN
Vendors
1 26 (12.50%) Microsoft
2 14 (6.73%) Dell
3 12 (5.77%) Atlassian
3 12 (5.77%) Oracle
4 10 (4.81%) CA
4 10 (4.81%) ServiceNow
5 7 (3.37%) Cisco
5 7 (3.37%) HP
6 6 (2.88%) Teradata
7 5 (2.40%) Dynatrace
7 5 (2.40%) SAP
7 5 (2.40%) Splunk
8 4 (1.92%) Salesforce
9 3 (1.44%) Cognos
9 3 (1.44%) IBM
9 3 (1.44%) Juniper
9 3 (1.44%) Rollbar
9 3 (1.44%) VMware
10 2 (0.96%) Alteryx
10 2 (0.96%) Databricks