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 23 May 2026, comparing them to the same period in the previous two years.

6 months to
23 May 2026
Same period 2025 Same period 2024
Rank 332 334 484
Rank change year-on-year +2 +150 +202
Permanent jobs citing Analytical Mindset 503 350 455
As % of all permanent jobs in the UK 0.54% 0.82% 0.47%
As % of the Miscellaneous category 2.04% 1.91% 1.31%
Number of salaries quoted 274 187 302
10th Percentile £27,300 £31,250 £27,500
25th Percentile £35,000 £42,500 £32,500
Median annual salary (50th Percentile) £48,463 £57,500 £45,000
Median % change year-on-year -15.72% +27.78% -10.00%
75th Percentile £67,500 £78,750 £60,938
90th Percentile £93,375 £90,000 £73,750
UK excluding London median annual salary £42,879 £55,000 £42,500
% change year-on-year -22.04% +29.41% -15.00%

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 24,644 18,297 34,692
As % of all permanent jobs advertised in the UK 26.57% 42.92% 35.62%
Number of salaries quoted 14,029 8,572 22,970
10th Percentile £30,000 £30,683 £28,000
25th Percentile £41,000 £41,250 £38,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -15.38%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £111,250 £97,500
UK excluding London median annual salary £50,000 £52,000 £50,000
% change year-on-year -3.85% +4.00% -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 23 May 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 23 May 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 +7 440 £50,000 -13.04% 284
UK excluding London +61 364 £42,879 -22.04% 201
London -30 123 £65,000 -18.75% 128
Work from Home +38 121 £50,000 -16.67% 144
North of England -4 91 £62,500 +2.04% 46
South East +8 90 £47,213 -17.89% 63
Midlands +3 58 £44,000 -16.19% 28
South West -21 50 £32,500 -40.91% 23
North West +5 48 £45,000 -30.77% 28
West Midlands -9 39 £44,000 +17.33% 17
Yorkshire -17 28 £90,000 +89.47% 13
East of England -11 26 £40,000 +23.08% 19
Scotland +11 24 £26,150 -50.19% 11
East Midlands -24 18 £35,000 -39.13% 11
North East - 15 £64,250 - 6
Northern Ireland -24 13 £63,750 +27.50% 10
Wales - 12 £35,000 - 3

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 (1.79%) SharePoint
2 5 (0.99%) Confluence
2 5 (0.99%) WordPress
3 4 (0.80%) Apache Airflow
4 3 (0.60%) Apache Spark
4 3 (0.60%) IIS
5 1 (0.20%) Apache
5 1 (0.20%) CMS
5 1 (0.20%) Mendix
5 1 (0.20%) Microsoft Exchange
Applications
1 47 (9.34%) Microsoft Excel
2 27 (5.37%) Microsoft Office
3 10 (1.99%) Microsoft PowerPoint
4 4 (0.80%) Adobe Creative Suite
4 4 (0.80%) MS Visio
5 3 (0.60%) Photoshop
6 2 (0.40%) Chatbot
6 2 (0.40%) Maya
6 2 (0.40%) Spreadsheet
7 1 (0.20%) Adobe XD
7 1 (0.20%) PlantUML
7 1 (0.20%) Sketch
Business Applications
1 10 (1.99%) NetSuite
2 6 (1.19%) SAP S/4HANA
3 4 (0.80%) Dynamics CRM
3 4 (0.80%) Infor M3
3 4 (0.80%) JDE OneWorld
3 4 (0.80%) JDE World
4 2 (0.40%) Shopify
4 2 (0.40%) Unit4 Business World
5 1 (0.20%) Dynamics GP
5 1 (0.20%) SAP CO
5 1 (0.20%) SAP CX
5 1 (0.20%) SAP FI
5 1 (0.20%) SAP FI/CO
5 1 (0.20%) SAP HCM
Cloud Services
1 75 (14.91%) Azure
2 57 (11.33%) Power Platform
3 39 (7.75%) SaaS
4 37 (7.36%) AWS
5 29 (5.77%) Microsoft 365
6 23 (4.57%) GCP
7 22 (4.37%) Azure DevOps
8 21 (4.17%) Power Automate
9 15 (2.98%) GitHub
10 13 (2.58%) dbt
10 13 (2.58%) Google Analytics
11 11 (2.19%) GitHub Actions
12 9 (1.79%) Datadog
12 9 (1.79%) PowerApps
13 8 (1.59%) Azure Data Factory
13 8 (1.59%) OpenShift
14 7 (1.39%) Amazon CloudWatch
14 7 (1.39%) AWS Step Functions
14 7 (1.39%) Azure Sentinel
14 7 (1.39%) Tricentis Tosca
Communications & Networking
1 22 (4.37%) SAN
2 16 (3.18%) Firewall
3 15 (2.98%) VPN
4 13 (2.58%) WAN
5 12 (2.39%) LAN
5 12 (2.39%) TCP/IP
6 8 (1.59%) DNS
7 7 (1.39%) HTTP
8 5 (0.99%) SMS
9 4 (0.80%) Broadband
9 4 (0.80%) Internet
9 4 (0.80%) Wi-Fi
9 4 (0.80%) Wireless
10 3 (0.60%) FTP
10 3 (0.60%) SMTP
10 3 (0.60%) Unified Communications
11 2 (0.40%) Cisco IOS
11 2 (0.40%) Network Security
11 2 (0.40%) SSL
12 1 (0.20%) RFID
Database & Business Intelligence
1 56 (11.13%) Power BI
2 26 (5.17%) Data Warehouse
3 19 (3.78%) SQL Server
4 11 (2.19%) Tableau
5 10 (1.99%) Metadata
5 10 (1.99%) Relational Database
6 9 (1.79%) Metabase
7 8 (1.59%) Amazon Redshift
8 7 (1.39%) PostgreSQL
8 7 (1.39%) RDBMS
9 6 (1.19%) MySQL
9 6 (1.19%) SQL Server Integration Services
10 5 (0.99%) Big Data
10 5 (0.99%) Power Query
11 4 (0.80%) Amazon RDS
11 4 (0.80%) BigQuery
11 4 (0.80%) GIS
11 4 (0.80%) Qlik Sense
12 3 (0.60%) Hadoop
12 3 (0.60%) SQL Server Reporting Services
Development Applications
1 22 (4.37%) Git
2 10 (1.99%) JIRA
3 9 (1.79%) GitLab
3 9 (1.79%) Visual Studio
4 7 (1.39%) ERwin
5 6 (1.19%) Jenkins
6 4 (0.80%) Selenium
7 3 (0.60%) TestRail
7 3 (0.60%) Visual Website Optimizer
8 2 (0.40%) Bitbucket
8 2 (0.40%) Eclipse
8 2 (0.40%) Ranorex
8 2 (0.40%) Robot Framework
8 2 (0.40%) WebDriver
9 1 (0.20%) Balsamiq
9 1 (0.20%) Oracle APEX
9 1 (0.20%) SonarQube
9 1 (0.20%) SQL Server Management Studio (SSMS)
9 1 (0.20%) TeamCity
9 1 (0.20%) Zephyr
General
1 502 (99.80%) Analytical Skills
2 268 (53.28%) Social Skills
3 187 (37.18%) Finance
4 50 (9.94%) Marketing
5 32 (6.36%) Legal
6 31 (6.16%) Public Sector
7 25 (4.97%) Retail
8 22 (4.37%) Inclusion and Diversity
8 22 (4.37%) Organisational Skills
9 21 (4.17%) Manufacturing
10 20 (3.98%) Documentation Skills
11 14 (2.78%) Presentation Skills
12 12 (2.39%) Banking
12 12 (2.39%) Influencing Skills
13 11 (2.19%) Electronics
13 11 (2.19%) Telecoms
14 10 (1.99%) Advertising
14 10 (1.99%) Financial Institution
15 9 (1.79%) Law
16 8 (1.59%) Aerospace
Job Titles
1 113 (22.47%) Analyst
2 72 (14.31%) Head of QA
3 38 (7.55%) IT Engineer
4 36 (7.16%) Lead
5 33 (6.56%) Senior
6 30 (5.96%) IT Support
7 25 (4.97%) Business Analyst
8 22 (4.37%) Field Engineer
8 22 (4.37%) Field Service Engineer
8 22 (4.37%) IT Analyst
9 20 (3.98%) Data Analyst
10 19 (3.78%) Developer
10 19 (3.78%) Support Analyst
11 18 (3.58%) Support Engineer
12 17 (3.38%) Junior
13 16 (3.18%) IT Support Engineer
13 16 (3.18%) Junior Analyst
14 15 (2.98%) Administrator
15 14 (2.78%) Consultant
15 14 (2.78%) Financial Analyst
Libraries, Frameworks & Software Standards
1 16 (3.18%) CSS
1 16 (3.18%) HTML
2 13 (2.58%) JSON
3 11 (2.19%) XML
4 9 (1.79%) FIX Protocol
5 8 (1.59%) .NET
5 8 (1.59%) OAuth
5 8 (1.59%) RabbitMQ
5 8 (1.59%) SAML
6 7 (1.39%) FpML
6 7 (1.39%) REST
6 7 (1.39%) XML Schema
7 6 (1.19%) SOAP
8 5 (0.99%) PySpark
8 5 (0.99%) React
8 5 (0.99%) SAP Fiori
9 4 (0.80%) Flutter
9 4 (0.80%) RESTful
10 3 (0.60%) Playwright
10 3 (0.60%) Spring Boot
Miscellaneous
1 25 (4.97%) Onboarding
2 22 (4.37%) Data Centre
3 18 (3.58%) Smartphone
4 16 (3.18%) Social Media
5 15 (2.98%) Cyber Threat
6 14 (2.78%) Cloud Native
7 13 (2.58%) Product Ownership
8 12 (2.39%) Self-Motivation
9 10 (1.99%) FMCG
10 9 (1.79%) Data Structures
10 9 (1.79%) Driving Licence
10 9 (1.79%) Management Information System
11 8 (1.59%) Cyber Defence
11 8 (1.59%) Web Conferencing
12 7 (1.39%) e-Learning
12 7 (1.39%) Greenfield Project
13 6 (1.19%) Enterprise Software
13 6 (1.19%) Marketing Technology
14 5 (0.99%) Distributed Systems
14 5 (0.99%) Security Posture
Operating Systems
1 32 (6.36%) Windows
2 16 (3.18%) Linux
3 12 (2.39%) Windows 10
4 8 (1.59%) Windows Server
5 6 (1.19%) Mac OS
6 4 (0.80%) Unix
7 2 (0.40%) Android
Processes & Methodologies
1 180 (35.79%) Continuous Improvement
2 156 (31.01%) Analytics
3 153 (30.42%) Problem-Solving
4 123 (24.45%) Stakeholder Engagement
5 96 (19.09%) Actionable Insight
6 94 (18.69%) Root Cause Analysis
7 87 (17.30%) Customer Experience
8 86 (17.10%) Service Delivery
9 82 (16.30%) Agile
10 79 (15.71%) Change Management
11 78 (15.51%) Quality Management
12 77 (15.31%) Decision-Making
13 76 (15.11%) PRINCE2
14 73 (14.51%) Business Intelligence
15 72 (14.31%) Anti-Money Laundering
16 47 (9.34%) CRM
17 45 (8.95%) Process Improvement
18 42 (8.35%) ERP
19 41 (8.15%) Customer Service
20 40 (7.95%) CI/CD
Programming Languages
1 90 (17.89%) SQL
2 61 (12.13%) Python
3 29 (5.77%) PowerShell
4 21 (4.17%) Java
5 19 (3.78%) C#
6 15 (2.98%) Bash
7 11 (2.19%) JavaScript
8 10 (1.99%) C++
9 9 (1.79%) Go
10 8 (1.59%) MATLAB
11 7 (1.39%) T-SQL
12 6 (1.19%) C
12 6 (1.19%) Scala
13 5 (0.99%) PHP
13 5 (0.99%) VBA
14 4 (0.80%) PL/SQL
14 4 (0.80%) Search Processing Language
14 4 (0.80%) Shell Script
15 3 (0.60%) Data Analysis Expressions
15 3 (0.60%) Kusto Query Language
Qualifications
1 72 (14.31%) IRCA
2 57 (11.33%) Degree
3 27 (5.37%) Security Cleared
4 25 (4.97%) Microsoft Certification
5 22 (4.37%) A+ Certification
5 22 (4.37%) CCNA
5 22 (4.37%) Cisco Certification
5 22 (4.37%) MCSE
5 22 (4.37%) Network+ Certification
6 18 (3.58%) BPSS Clearance
6 18 (3.58%) SC Cleared
7 9 (1.79%) GIAC
8 8 (1.59%) Computer Science Degree
9 7 (1.39%) DBS Check
9 7 (1.39%) GCIH
10 6 (1.19%) ACCA
10 6 (1.19%) CISSP
10 6 (1.19%) GCIA
11 5 (0.99%) CIMA
11 5 (0.99%) DV Cleared
Quality Assurance & Compliance
1 98 (19.48%) QA
2 88 (17.50%) ISO 9001
3 84 (16.70%) GDPR
4 45 (8.95%) Data Quality
5 18 (3.58%) ISO/IEC 27001
6 10 (1.99%) ISO 14001
7 9 (1.79%) Cyber Essentials
7 9 (1.79%) Cyber Essentials PLUS
7 9 (1.79%) ISO/IEC 20000
8 8 (1.59%) GRC
8 8 (1.59%) SLA
9 6 (1.19%) Accessibility
9 6 (1.19%) PCI DSS
10 5 (0.99%) ARP4754
10 5 (0.99%) DO-254
10 5 (0.99%) NIST
10 5 (0.99%) SOC 2
11 4 (0.80%) Software Quality Assurance
12 3 (0.60%) Def Stans
12 3 (0.60%) ITGC
System Software
1 13 (2.58%) Docker
2 8 (1.59%) Active Directory
3 2 (0.40%) Virtual Desktop
4 1 (0.20%) Firmware
4 1 (0.20%) IAG
4 1 (0.20%) Virtual Machines
Systems Management
1 16 (3.18%) Kubernetes
1 16 (3.18%) Terraform
2 9 (1.79%) Grafana
3 8 (1.59%) Prometheus
4 5 (0.99%) Microsoft Intune
5 4 (0.80%) Control-M
5 4 (0.80%) Kibana
6 3 (0.60%) Ansible
6 3 (0.60%) QRadar
7 2 (0.40%) CSIRT
8 1 (0.20%) FortiGate
8 1 (0.20%) SysTrack
Vendors
1 102 (20.28%) Microsoft
2 25 (4.97%) Dell
2 25 (4.97%) Google
3 19 (3.78%) SAP
4 17 (3.38%) HubSpot
4 17 (3.38%) Salesforce
5 14 (2.78%) Adobe
5 14 (2.78%) Oracle
6 11 (2.19%) ServiceNow
7 10 (1.99%) CrowdStrike
8 8 (1.59%) Dynatrace
8 8 (1.59%) Red Hat
9 7 (1.39%) Sparx
9 7 (1.39%) Splunk
10 6 (1.19%) Databricks
11 5 (0.99%) IFS
11 5 (0.99%) Informatica
11 5 (0.99%) YouTube
12 4 (0.80%) Apple
12 4 (0.80%) Epicor