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 9 May 2024 with a comparison to the same period over the previous 2 years.

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 84 39 47
Rank change year-on-year -45 +8 -4
Permanent jobs citing Analytical Skills 319 325 329
As % of all permanent jobs advertised in Scotland 4.76% 7.04% 5.70%
As % of the General category 6.58% 9.35% 9.29%
Number of salaries quoted 193 208 175
10th Percentile £27,796 £30,500 £31,100
25th Percentile £38,500 £37,500 £39,830
Median annual salary (50th Percentile) £45,000 £50,000 £49,925
Median % change year-on-year -10.00% +0.15% +2.33%
75th Percentile £61,250 £65,000 £62,500
90th Percentile £72,858 £73,913 £71,250
UK median annual salary £50,000 £54,882 £55,000
% change year-on-year -8.90% -0.21% +10.00%

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 4,848 3,475 3,540
As % of all permanent jobs advertised in Scotland 72.33% 75.23% 61.38%
Number of salaries quoted 1,543 1,675 1,928
10th Percentile £27,500 £32,500 £31,133
25th Percentile £38,750 £41,250 £40,606
Median annual salary (50th Percentile) £50,500 £57,500 £54,500
Median % change year-on-year -12.17% +5.50% +9.00%
75th Percentile £67,500 £75,000 £66,250
90th Percentile £82,548 £85,000 £80,000
UK median annual salary £52,500 £60,000 £60,000
% change year-on-year -12.50% - +9.09%

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 9 May 2024.

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 9 May 2024. 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
Glasgow -62 159 £42,500 -15.40% 26
Edinburgh -2 78 £61,000 +22.00% 45
Aberdeen -3 24 £42,500 - 23
Fife +5 13 £43,200 -52.00%
Dundee -7 10 £49,990 +33.31% 3
Lanarkshire +3 9 £42,500 -32.00% 6
Aberdeenshire +9 5 £42,500 -34.62% 10
Renfrewshire -3 5 £28,921 -
North Lanarkshire -4 3 £29,000 -
East Ayrshire -4 3 £29,500 - 1
Stirling -3 2 £55,000 +69.23% 3
West Lothian -7 2 £52,500 -4.55% 5
Falkirk - 2 £55,000 - 2
West Dunbartonshire 0 1 £27,500 -
South Ayrshire - 1 £65,000 - 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 20 (6.27%) Apache Spark
2 14 (4.39%) Confluence
3 10 (3.13%) SAS
4 9 (2.82%) SharePoint
5 6 (1.88%) Apache
6 2 (0.63%) CMS
7 1 (0.31%) IIS
7 1 (0.31%) WebLogic
7 1 (0.31%) WebSphere
Applications
1 21 (6.58%) Microsoft Excel
2 9 (2.82%) Microsoft Office
3 8 (2.51%) Microsoft PowerPoint
4 5 (1.57%) MS Visio
5 2 (0.63%) AutoCAD
6 1 (0.31%) EViews
6 1 (0.31%) Revit
6 1 (0.31%) SPSS
Business Applications
1 11 (3.45%) Endur
2 1 (0.31%) Dynamics CRM
2 1 (0.31%) Maximo
2 1 (0.31%) Oracle Cash Management
2 1 (0.31%) Oracle Receivables
2 1 (0.31%) Payment Gateway
2 1 (0.31%) Primavera
Cloud Services
1 49 (15.36%) Power Platform
2 40 (12.54%) Azure
3 34 (10.66%) AWS
4 24 (7.52%) Dynamics 365
5 21 (6.58%) GCP
6 19 (5.96%) Microsoft 365
7 10 (3.13%) Azure DevOps
8 9 (2.82%) BlazeMeter
9 8 (2.51%) Entra ID
10 5 (1.57%) SaaS
11 4 (1.25%) Amazon Ads
11 4 (1.25%) Cloud Computing
11 4 (1.25%) Google Ads
11 4 (1.25%) Google Analytics
11 4 (1.25%) IaaS
12 3 (0.94%) Azure AKS
12 3 (0.94%) Azure API Management
12 3 (0.94%) Vertex AI
12 3 (0.94%) Yammer
13 2 (0.63%) PowerApps
Communications & Networking
1 18 (5.64%) DSL
2 6 (1.88%) Cisco Nexus
2 6 (1.88%) DNS
3 4 (1.25%) Firewall
3 4 (1.25%) Intrusion Detection
3 4 (1.25%) Network Security
4 3 (0.94%) LAN
4 3 (0.94%) Remote Desktop
4 3 (0.94%) VLAN
4 3 (0.94%) WAN
4 3 (0.94%) Wireless
5 1 (0.31%) Internet
Database & Business Intelligence
1 46 (14.42%) Power BI
2 24 (7.52%) MongoDB
3 21 (6.58%) Big Data
3 21 (6.58%) Tableau
4 19 (5.96%) Data Lake
5 18 (5.64%) DB2
6 16 (5.02%) BigQuery
6 16 (5.02%) Looker
7 11 (3.45%) Data Warehouse
8 8 (2.51%) Power Query
8 8 (2.51%) SQL Server
9 6 (1.88%) MS Access
9 6 (1.88%) PostgreSQL
10 5 (1.57%) MySQL
11 3 (0.94%) Relational Database
12 2 (0.63%) Oracle Database
12 2 (0.63%) Oracle Database 10g
12 2 (0.63%) RDBMS
12 2 (0.63%) SQL Server Integration Services
12 2 (0.63%) SQL Server Reporting Services
Development Applications
1 33 (10.34%) JIRA
2 16 (5.02%) Cypress.io
3 15 (4.70%) LabVIEW
4 11 (3.45%) Git
5 10 (3.13%) Cucumber
6 9 (2.82%) Gradle
6 9 (2.82%) Jenkins
6 9 (2.82%) JMeter
6 9 (2.82%) Maven
7 7 (2.19%) Visual Studio
8 6 (1.88%) Bitbucket
8 6 (1.88%) MSTest
9 1 (0.31%) Bugzilla
9 1 (0.31%) JUnit
9 1 (0.31%) Mockito
General
1 184 (57.68%) Social Skills
2 117 (36.68%) Finance
3 89 (27.90%) Inclusion and Diversity
4 62 (19.44%) Law
5 52 (16.30%) Marketing
6 49 (15.36%) Banking
7 25 (7.84%) Investment Banking
8 23 (7.21%) Presentation Skills
8 23 (7.21%) Public Sector
9 20 (6.27%) Manufacturing
10 18 (5.64%) Financial Institution
11 16 (5.02%) Legal
11 16 (5.02%) Retail
12 15 (4.70%) Electronics
13 12 (3.76%) Back Office
13 12 (3.76%) Organisational Skills
14 7 (2.19%) Billing
14 7 (2.19%) Influencing Skills
14 7 (2.19%) Publishing
15 4 (1.25%) Telecoms
Job Titles
1 81 (25.39%) Analyst
2 27 (8.46%) Data Engineer
3 26 (8.15%) Senior
4 23 (7.21%) Consultant
5 21 (6.58%) Business Analyst
6 18 (5.64%) Software Engineering Director
7 15 (4.70%) Electronics Engineer
7 15 (4.70%) Manufacturing Engineer
7 15 (4.70%) Software Design Engineer
8 13 (4.08%) Lead
8 13 (4.08%) QA Engineer
9 12 (3.76%) Architect
9 12 (3.76%) Graduate
9 12 (3.76%) Software Engineer
10 11 (3.45%) Endur Consultant
10 11 (3.45%) ETRM Consultant
10 11 (3.45%) OpenLink Consultant
10 11 (3.45%) Systems Analyst
10 11 (3.45%) Technical Analyst
11 10 (3.13%) Java Engineer
Libraries, Frameworks & Software Standards
1 18 (5.64%) Kafka
2 14 (4.39%) .NET
2 14 (4.39%) React
3 10 (3.13%) Spring
3 10 (3.13%) Spring Boot
4 9 (2.82%) Ext JS
5 5 (1.57%) CSS
5 5 (1.57%) HTML
5 5 (1.57%) REST
6 4 (1.25%) AngularJS
6 4 (1.25%) SOAP
6 4 (1.25%) Web Services
7 3 (0.94%) RESTful
8 2 (0.63%) ASP.NET
8 2 (0.63%) Laravel
8 2 (0.63%) Vue
9 1 (0.31%) Keras
9 1 (0.31%) MEAN Stack
9 1 (0.31%) OpenAPI
9 1 (0.31%) TensorFlow
Miscellaneous
1 44 (13.79%) Product Ownership
2 30 (9.40%) Management Information System
3 25 (7.84%) Cloud Native
4 19 (5.96%) Analytical Mindset
5 18 (5.64%) Public Cloud
6 13 (4.08%) Self-Motivation
7 11 (3.45%) Onboarding
8 10 (3.13%) Credit Risk
9 9 (2.82%) Cyber Threat
9 9 (2.82%) Market Risk
10 8 (2.51%) Foreign Exchange (FX)
10 8 (2.51%) Reference Data
10 8 (2.51%) Virtual Team
11 7 (2.19%) Credit Derivative
11 7 (2.19%) Derivative
11 7 (2.19%) Fixed Income
11 7 (2.19%) Hedge funds
11 7 (2.19%) Interest Rate Derivative
11 7 (2.19%) IoT
12 5 (1.57%) Driving Licence
Operating Systems
1 13 (4.08%) Windows
2 11 (3.45%) Linux
3 4 (1.25%) AIX
3 4 (1.25%) Windows Server
4 2 (0.63%) Unix
4 2 (0.63%) Windows 8
5 1 (0.31%) Windows 10
Processes & Methodologies
1 171 (53.61%) Problem-Solving
2 116 (36.36%) Agile
3 65 (20.38%) Decision-Making
4 57 (17.87%) Business Intelligence
4 57 (17.87%) Software Engineering
5 53 (16.61%) Continuous Improvement
6 44 (13.79%) Analytics
7 43 (13.48%) Project Management
7 43 (13.48%) Risk Management
8 42 (13.17%) CI/CD
9 41 (12.85%) Test Automation
10 38 (11.91%) Data Analysis
11 37 (11.60%) SDLC
12 36 (11.29%) Change Management
12 36 (11.29%) Computer Science
13 34 (10.66%) Regression Testing
13 34 (10.66%) Scrum
14 32 (10.03%) Data Modelling
15 31 (9.72%) DevOps
16 29 (9.09%) Cybersecurity
Programming Languages
1 85 (26.65%) SQL
2 53 (16.61%) Python
3 37 (11.60%) Java
4 31 (9.72%) C#
5 22 (6.90%) C++
6 20 (6.27%) PL/SQL
7 19 (5.96%) C
8 18 (5.64%) Scala
9 16 (5.02%) JavaScript
10 8 (2.51%) Data Analysis Expressions
11 4 (1.25%) PowerShell
11 4 (1.25%) R
11 4 (1.25%) T-SQL
11 4 (1.25%) VB
11 4 (1.25%) VBA
12 2 (0.63%) PHP
13 1 (0.31%) Kotlin
13 1 (0.31%) MATLAB
13 1 (0.31%) TypeScript
Qualifications
1 101 (31.66%) Degree
2 11 (3.45%) Cisco Certification
3 10 (3.13%) CCNP
4 9 (2.82%) DBS Check
5 8 (2.51%) Computer Science Degree
6 7 (2.19%) SC Cleared
6 7 (2.19%) Security Cleared
7 6 (1.88%) HND
7 6 (1.88%) Master's Degree
7 6 (1.88%) PMI Certification
7 6 (1.88%) PMP
8 4 (1.25%) CCDP
8 4 (1.25%) CCSP
8 4 (1.25%) ITIL Foundation Certificate
8 4 (1.25%) Microsoft Certification
9 3 (0.94%) Azure Certification
10 2 (0.63%) CISM
10 2 (0.63%) CISSP
10 2 (0.63%) PhD
11 1 (0.31%) CISA
Quality Assurance & Compliance
1 31 (9.72%) QA
2 24 (7.52%) SLA
3 13 (4.08%) GDPR
4 6 (1.88%) IFRS
4 6 (1.88%) IFRS 9
5 4 (1.25%) Accessibility
5 4 (1.25%) Data Quality
6 3 (0.94%) Actionable Recommendations
6 3 (0.94%) CRD IV
6 3 (0.94%) Cyber Essentials
6 3 (0.94%) Disclosure Scotland
7 2 (0.63%) ISO/IEC 27001
7 2 (0.63%) NIST
8 1 (0.31%) Basel III
8 1 (0.31%) Cyber Essentials PLUS
8 1 (0.31%) ISO 20022
8 1 (0.31%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 1 (0.31%) MiFID
8 1 (0.31%) NEBOSH
8 1 (0.31%) Sarbanes-Oxley
System Software
1 11 (3.45%) Active Directory
2 3 (0.94%) Hyper-V
2 3 (0.94%) VMware Infrastructure
3 2 (0.63%) Docker
4 1 (0.31%) Virtual Desktop
Systems Management
1 23 (7.21%) Kubernetes
2 4 (1.25%) SCCM
3 2 (0.63%) Oracle RMAN
4 1 (0.31%) Microsoft Intune
4 1 (0.31%) Nessus
4 1 (0.31%) TeamSite
Vendors
1 64 (20.06%) Microsoft
2 34 (10.66%) Oracle
3 25 (7.84%) Google
4 18 (5.64%) Alteryx
4 18 (5.64%) Cognos
4 18 (5.64%) Databricks
4 18 (5.64%) Sybase
5 11 (3.45%) OpenLink
6 9 (2.82%) Dell
6 9 (2.82%) TOWER Software
7 7 (2.19%) Meraki
8 6 (1.88%) ForeScout
9 5 (1.57%) VMware
10 4 (1.25%) Atlassian
10 4 (1.25%) ServiceNow
11 3 (0.94%) Cisco
12 1 (0.31%) Autodesk
12 1 (0.31%) CA
12 1 (0.31%) Qualys
12 1 (0.31%) Salesforce