Analytical Mindset Job Trends

Analytical Mindset
UK

The table below looks at the prevalence of the term Analytical Mindset in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that cited Analytical Mindset over the 6 months leading up to 11 June 2026, comparing them to the same period in the previous two years.

6 months to
11 Jun 2026
Same period 2025 Same period 2024
Rank 318 329 487
Rank change year-on-year +11 +158 +165
Permanent jobs citing Analytical Mindset 514 397 469
As % of all permanent jobs in the UK 0.56% 0.90% 0.44%
As % of the Miscellaneous category 2.21% 2.08% 1.29%
Number of salaries quoted 282 208 304
10th Percentile £28,000 £31,250 £27,725
25th Percentile £35,000 £41,250 £32,500
Median annual salary (50th Percentile) £49,713 £57,500 £45,000
Median % change year-on-year -13.54% +27.78% -10.00%
75th Percentile £68,750 £80,000 £61,563
90th Percentile £93,750 £90,750 £72,500
UK excluding London median annual salary £44,000 £52,500 £42,500
% change year-on-year -16.19% +23.53% -10.53%

All Generic Skills
UK

Analytical Mindset falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring generic IT skills.

Permanent vacancies with a requirement for generic IT skills 23,223 19,060 36,278
As % of all permanent jobs advertised in the UK 25.14% 43.11% 34.08%
Number of salaries quoted 14,743 8,942 23,441
10th Percentile £30,000 £30,000 £28,250
25th Percentile £41,250 £40,000 £38,500
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -15.38%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £110,000 £97,500
UK excluding London median annual salary £51,619 £50,000 £50,000
% change year-on-year +3.24% - -9.09%

Analytical Mindset
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Analytical Mindset relative to all permanent IT jobs advertised.

Analytical Mindset job vacancy trend in the UK

Analytical Mindset
Salary Trend

Salary distribution trend for jobs in the UK citing Analytical Mindset.

Salary distribution trend for jobs in the UK citing Analytical Mindset

Analytical Mindset
Salary Histogram

Salary distribution for jobs citing Analytical Mindset over the 6 months to 11 June 2026.

Salary histogram for Analytical Mindset in the UK

Analytical Mindset
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Mindset within the UK over the 6 months to 11 June 2026. 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
England +6 451 £50,000 -13.04% 201
UK excluding London +50 376 £44,000 -16.19% 159
Work from Home +36 122 £50,000 -4.76% 127
London -35 122 £65,000 -18.75% 74
South East -6 98 £50,000 -11.11% 45
North of England +17 93 £56,100 -6.50% 34
Midlands +15 62 £44,000 +3.53% 30
South West -16 52 £32,500 -38.10% 19
North West +15 49 £45,000 -25.00% 22
West Midlands +3 41 £44,000 +20.55% 14
Yorkshire -15 30 £90,000 +89.47% 8
Scotland +19 23 £26,150 -32.95% 8
East of England -21 22 £40,000 +23.08% 18
East Midlands -12 21 £37,500 -34.78% 16
Northern Ireland -23 14 £63,750 +27.50% 6
North East -30 14 £58,500 - 4
Wales - 12 £35,000 - 2

Analytical Mindset
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 9 (1.75%) SharePoint
2 6 (1.17%) Confluence
3 5 (0.97%) WordPress
4 4 (0.78%) Apache Airflow
5 3 (0.58%) Apache Spark
5 3 (0.58%) CMS
5 3 (0.58%) IIS
6 1 (0.19%) Apache
6 1 (0.19%) Mendix
Applications
1 49 (9.53%) Microsoft Excel
2 25 (4.86%) Microsoft Office
3 10 (1.95%) Microsoft PowerPoint
4 4 (0.78%) Adobe Creative Suite
5 3 (0.58%) Photoshop
6 2 (0.39%) MS Visio
6 2 (0.39%) Spreadsheet
7 1 (0.19%) Adobe XD
7 1 (0.19%) Chatbot
7 1 (0.19%) PlantUML
Business Applications
1 9 (1.75%) NetSuite
2 6 (1.17%) SAP S/4HANA
3 4 (0.78%) Infor M3
3 4 (0.78%) JDE OneWorld
3 4 (0.78%) JDE World
4 3 (0.58%) Dynamics CRM
4 3 (0.58%) Dynamics GP
4 3 (0.58%) Shopify
5 2 (0.39%) Academy Revenues and Benefits
5 2 (0.39%) Salesforce CRM
5 2 (0.39%) Unit4 Business World
6 1 (0.19%) SAP CO
6 1 (0.19%) SAP FI
6 1 (0.19%) SAP FI/CO
6 1 (0.19%) SAP HCM
6 1 (0.19%) SAP PM
6 1 (0.19%) SAP QM
6 1 (0.19%) Visualfiles
Cloud Services
1 68 (13.23%) Azure
2 60 (11.67%) Power Platform
3 39 (7.59%) SaaS
4 35 (6.81%) AWS
5 30 (5.84%) Microsoft 365
6 21 (4.09%) GCP
7 20 (3.89%) Azure DevOps
7 20 (3.89%) Power Automate
8 15 (2.92%) GitHub
8 15 (2.92%) Google Analytics
9 13 (2.53%) PowerApps
10 12 (2.33%) dbt
11 11 (2.14%) GitHub Actions
12 9 (1.75%) Azure Data Factory
12 9 (1.75%) Datadog
13 8 (1.56%) OpenShift
14 7 (1.36%) Amazon CloudWatch
14 7 (1.36%) Amazon S3
14 7 (1.36%) Dynamics 365
14 7 (1.36%) Tricentis Tosca
Communications & Networking
1 17 (3.31%) SAN
2 16 (3.11%) Firewall
2 16 (3.11%) VPN
3 15 (2.92%) LAN
3 15 (2.92%) WAN
4 12 (2.33%) TCP/IP
5 9 (1.75%) DNS
5 9 (1.75%) HTTP
6 8 (1.56%) SMS
7 5 (0.97%) Wi-Fi
7 5 (0.97%) Wireless
8 4 (0.78%) Broadband
8 4 (0.78%) Internet
9 3 (0.58%) FTP
9 3 (0.58%) SMTP
9 3 (0.58%) Unified Communications
10 2 (0.39%) Cisco IOS
10 2 (0.39%) Network Security
10 2 (0.39%) SSL
10 2 (0.39%) VoIP
Database & Business Intelligence
1 56 (10.89%) Power BI
2 26 (5.06%) Data Warehouse
3 18 (3.50%) SQL Server
4 12 (2.33%) Relational Database
5 10 (1.95%) Metadata
5 10 (1.95%) Tableau
6 9 (1.75%) Amazon Redshift
7 8 (1.56%) Metabase
7 8 (1.56%) MySQL
8 7 (1.36%) PostgreSQL
8 7 (1.36%) Power Query
8 7 (1.36%) RDBMS
9 6 (1.17%) GIS
9 6 (1.17%) SQL Server Integration Services
10 5 (0.97%) Big Data
10 5 (0.97%) BigQuery
11 4 (0.78%) Amazon RDS
11 4 (0.78%) Qlik Sense
12 3 (0.58%) Hadoop
12 3 (0.58%) SQL Server Reporting Services
Development Applications
1 23 (4.47%) Git
2 12 (2.33%) JIRA
3 9 (1.75%) GitLab
4 8 (1.56%) Visual Studio
5 7 (1.36%) ERwin
6 4 (0.78%) Bitbucket
6 4 (0.78%) Jenkins
7 3 (0.58%) Eclipse
7 3 (0.58%) Visual Website Optimizer
8 2 (0.39%) Cypress.io
8 2 (0.39%) Ranorex
8 2 (0.39%) Robot Framework
8 2 (0.39%) Selenium
8 2 (0.39%) TestRail
9 1 (0.19%) SonarQube
9 1 (0.19%) Sonatype Nexus
9 1 (0.19%) SQL Server Management Studio (SSMS)
9 1 (0.19%) TeamCity
9 1 (0.19%) Zephyr
General
1 513 (99.81%) Analytical Skills
2 274 (53.31%) Social Skills
3 186 (36.19%) Finance
4 53 (10.31%) Marketing
5 27 (5.25%) Organisational Skills
6 26 (5.06%) Legal
7 25 (4.86%) Public Sector
8 24 (4.67%) Inclusion and Diversity
9 23 (4.47%) Manufacturing
9 23 (4.47%) Retail
10 19 (3.70%) Documentation Skills
11 12 (2.33%) Electronics
11 12 (2.33%) Presentation Skills
12 11 (2.14%) Advertising
12 11 (2.14%) Banking
12 11 (2.14%) Influencing Skills
12 11 (2.14%) Telecoms
13 10 (1.95%) Aerospace
14 9 (1.75%) Financial Institution
14 9 (1.75%) Law
Job Titles
1 119 (23.15%) Analyst
2 72 (14.01%) Head of QA
3 40 (7.78%) Senior
4 36 (7.00%) Lead
5 30 (5.84%) IT Engineer
6 27 (5.25%) IT Support
7 26 (5.06%) Business Analyst
8 24 (4.67%) Developer
9 23 (4.47%) Data Analyst
10 22 (4.28%) Support Analyst
11 20 (3.89%) IT Analyst
12 17 (3.31%) Field Engineer
12 17 (3.31%) Field Service Engineer
13 16 (3.11%) Consultant
13 16 (3.11%) Junior
13 16 (3.11%) Support Engineer
14 15 (2.92%) Junior Analyst
15 14 (2.72%) IT Support Engineer
16 13 (2.53%) Financial Analyst
17 12 (2.33%) Compliance Manager
Libraries, Frameworks & Software Standards
1 18 (3.50%) HTML
2 17 (3.31%) CSS
2 17 (3.31%) JSON
3 10 (1.95%) .NET
3 10 (1.95%) XML
4 8 (1.56%) FIX Protocol
4 8 (1.56%) OAuth
4 8 (1.56%) RabbitMQ
4 8 (1.56%) SAML
5 7 (1.36%) FpML
5 7 (1.36%) React
5 7 (1.36%) REST
5 7 (1.36%) XML Schema
6 6 (1.17%) SOAP
7 5 (0.97%) PySpark
8 4 (0.78%) Flutter
8 4 (0.78%) SAP Fiori
9 3 (0.58%) EDI
9 3 (0.58%) LDAP
9 3 (0.58%) RESTful
Miscellaneous
1 23 (4.47%) Onboarding
2 17 (3.31%) Cyber Threat
2 17 (3.31%) Data Centre
3 16 (3.11%) Social Media
4 13 (2.53%) Smartphone
5 12 (2.33%) Self-Motivation
6 11 (2.14%) Cloud Native
7 10 (1.95%) Cyber Defence
7 10 (1.95%) Management Information System
7 10 (1.95%) Product Ownership
8 9 (1.75%) Data Structures
8 9 (1.75%) Driving Licence
8 9 (1.75%) Greenfield Project
9 8 (1.56%) FMCG
9 8 (1.56%) Web Conferencing
10 7 (1.36%) e-Learning
10 7 (1.36%) Marketing Technology
11 6 (1.17%) SCADA
12 5 (0.97%) Legacy Systems
12 5 (0.97%) Low-Code
Operating Systems
1 36 (7.00%) Windows
2 17 (3.31%) Linux
3 12 (2.33%) Windows 10
4 8 (1.56%) Windows Server
5 6 (1.17%) Mac OS
6 4 (0.78%) Unix
7 2 (0.39%) Android
7 2 (0.39%) Debian
7 2 (0.39%) Ubuntu
Processes & Methodologies
1 185 (35.99%) Continuous Improvement
2 163 (31.71%) Analytics
3 137 (26.65%) Problem-Solving
4 131 (25.49%) Stakeholder Engagement
5 99 (19.26%) Actionable Insight
6 96 (18.68%) Root Cause Analysis
7 88 (17.12%) Service Delivery
8 86 (16.73%) Customer Experience
8 86 (16.73%) Decision-Making
9 83 (16.15%) Agile
10 82 (15.95%) Change Management
11 79 (15.37%) Quality Management
12 76 (14.79%) PRINCE2
13 75 (14.59%) Business Intelligence
14 72 (14.01%) Anti-Money Laundering
15 53 (10.31%) CRM
16 48 (9.34%) Process Improvement
17 39 (7.59%) ERP
17 39 (7.59%) Stakeholder Management
18 38 (7.39%) AI
Programming Languages
1 97 (18.87%) SQL
2 62 (12.06%) Python
3 26 (5.06%) PowerShell
4 21 (4.09%) C#
5 18 (3.50%) Java
6 15 (2.92%) Bash
7 12 (2.33%) JavaScript
8 10 (1.95%) MATLAB
9 9 (1.75%) C++
9 9 (1.75%) Go
9 9 (1.75%) T-SQL
10 7 (1.36%) PHP
10 7 (1.36%) Scala
11 6 (1.17%) C
11 6 (1.17%) Search Processing Language
12 4 (0.78%) Embedded C
12 4 (0.78%) Embedded C++
12 4 (0.78%) PL/SQL
12 4 (0.78%) Shell Script
12 4 (0.78%) VBA
Qualifications
1 72 (14.01%) IRCA
2 59 (11.48%) Degree
3 31 (6.03%) Security Cleared
4 22 (4.28%) SC Cleared
5 19 (3.70%) Microsoft Certification
6 17 (3.31%) A+ Certification
6 17 (3.31%) CCNA
6 17 (3.31%) Cisco Certification
6 17 (3.31%) MCSE
6 17 (3.31%) Network+ Certification
7 13 (2.53%) BPSS Clearance
8 9 (1.75%) GCIH
8 9 (1.75%) GIAC
9 8 (1.56%) ACCA
9 8 (1.56%) GCIA
10 7 (1.36%) Computer Science Degree
10 7 (1.36%) DBS Check
10 7 (1.36%) OSCP
11 6 (1.17%) CREST Certified
11 6 (1.17%) SANS
Quality Assurance & Compliance
1 97 (18.87%) QA
2 91 (17.70%) ISO 9001
3 87 (16.93%) GDPR
4 52 (10.12%) Data Quality
5 20 (3.89%) ISO/IEC 27001
6 13 (2.53%) ISO 14001
7 12 (2.33%) Cyber Essentials
7 12 (2.33%) Cyber Essentials PLUS
7 12 (2.33%) ISO/IEC 20000
8 9 (1.75%) Accessibility
8 9 (1.75%) SLA
9 7 (1.36%) GRC
9 7 (1.36%) PCI DSS
10 6 (1.17%) ARP4754
10 6 (1.17%) DO-254
11 5 (0.97%) SOC 2
12 4 (0.78%) Def Stans
12 4 (0.78%) NIST
12 4 (0.78%) Software Quality Assurance
13 3 (0.58%) COBIT
System Software
1 11 (2.14%) Docker
2 7 (1.36%) Active Directory
3 1 (0.19%) IAG
3 1 (0.19%) Virtual Desktop
Systems Management
1 16 (3.11%) Terraform
2 14 (2.72%) Kubernetes
3 9 (1.75%) Grafana
4 8 (1.56%) Prometheus
5 6 (1.17%) Kibana
6 4 (0.78%) Control-M
7 3 (0.58%) Ansible
7 3 (0.58%) Microsoft Intune
7 3 (0.58%) QRadar
8 2 (0.39%) CSIRT
9 1 (0.19%) SysTrack
Vendors
1 103 (20.04%) Microsoft
2 29 (5.64%) Google
3 21 (4.09%) HubSpot
4 20 (3.89%) SAP
5 19 (3.70%) Dell
6 18 (3.50%) Salesforce
7 12 (2.33%) Adobe
7 12 (2.33%) Oracle
8 11 (2.14%) ServiceNow
9 10 (1.95%) CrowdStrike
10 9 (1.75%) Splunk
11 8 (1.56%) Dynatrace
11 8 (1.56%) Red Hat
12 7 (1.36%) Sparx
13 6 (1.17%) Carbon Black
13 6 (1.17%) Databricks
13 6 (1.17%) Marketo
13 6 (1.17%) Pardot
14 5 (0.97%) IFS
14 5 (0.97%) YouTube