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 16 January 2026, comparing them to the same period in the previous two years.

6 months to
16 Jan 2026
Same period 2025 Same period 2024
Rank 257 397 488
Rank change year-on-year +140 +91 +216
Permanent jobs citing Analytical Mindset 516 333 239
As % of all permanent jobs in the UK 0.85% 0.62% 0.43%
As % of the Miscellaneous category 2.49% 1.67% 1.16%
Number of salaries quoted 284 172 180
10th Percentile £28,500 £32,500 £24,963
25th Percentile £35,000 £42,500 £31,250
Median annual salary (50th Percentile) £45,000 £55,000 £52,500
Median % change year-on-year -18.18% +4.76% +10.53%
75th Percentile £65,000 £72,125 £65,313
90th Percentile £89,625 £89,875 £80,250
UK excluding London median annual salary £44,500 £55,000 £45,000
% change year-on-year -19.09% +22.22% -

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 20,698 19,888 20,548
As % of all permanent jobs advertised in the UK 34.12% 37.23% 36.64%
Number of salaries quoted 10,383 9,306 14,917
10th Percentile £27,800 £33,750 £31,750
25th Percentile £36,250 £46,000 £42,500
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -7.69%
75th Percentile £77,500 £83,750 £82,500
90th Percentile £100,000 £110,000 £105,000
UK excluding London median annual salary £47,500 £55,000 £52,500
% change year-on-year -13.64% +4.76% -4.55%

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 16 January 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 16 January 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 +179 451 £47,500 -13.64% 282
UK excluding London +144 353 £44,500 -19.09% 264
Work from Home +116 176 £50,000 - 147
London +79 142 £62,500 +4.17% 62
South East +83 93 £42,500 -22.02% 89
North of England +41 66 £42,500 -34.62% 49
Midlands +54 60 £40,000 - 34
South West +45 58 £45,000 -5.26% 30
North West +44 50 £40,000 -38.46% 22
East Midlands +9 36 £27,500 -31.25% 17
Scotland 0 29 £26,150 -62.64% 11
East of England +39 26 £60,000 +14.29% 42
West Midlands +33 23 £52,500 +41.89% 17
Northern Ireland - 14 - - 5
Yorkshire -8 10 £55,000 -8.33% 21
Wales +10 7 £35,000 -28.72% 12
North East - 6 £38,500 - 6

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 16 (3.10%) Confluence
2 10 (1.94%) SharePoint
3 6 (1.16%) Microsoft Exchange
4 4 (0.78%) Apache Airflow
4 4 (0.78%) IIS
4 4 (0.78%) SAS
5 3 (0.58%) CMS
5 3 (0.58%) WordPress
6 2 (0.39%) Apache Spark
7 1 (0.19%) BizTalk Server
Applications
1 105 (20.35%) Microsoft Excel
2 23 (4.46%) Microsoft Office
3 18 (3.49%) Microsoft PowerPoint
4 14 (2.71%) Maya
5 12 (2.33%) Microsoft Project
6 8 (1.55%) MS Visio
7 5 (0.97%) Spreadsheet
8 4 (0.78%) PlantUML
9 3 (0.58%) Stata
10 2 (0.39%) Sketch
11 1 (0.19%) Adobe XD
11 1 (0.19%) Chatbot
Business Applications
1 19 (3.68%) Dynamics CRM
2 9 (1.74%) SAP S/4HANA
3 6 (1.16%) Shopify
4 5 (0.97%) SAP FI
5 4 (0.78%) SAP CO
5 4 (0.78%) SAP FI/CO
5 4 (0.78%) SAP IBP
6 3 (0.58%) SAP APO
6 3 (0.58%) SAP CX
6 3 (0.58%) SAP ERP
7 2 (0.39%) Dynamics GP
7 2 (0.39%) Dynamics NAV
7 2 (0.39%) Magento
7 2 (0.39%) NetSuite
7 2 (0.39%) Salesforce CRM
8 1 (0.19%) Adobe Campaign
8 1 (0.19%) Dynamics AX
8 1 (0.19%) Elite 3E
8 1 (0.19%) OpenText VIM for SAP
8 1 (0.19%) Workday HCM
Cloud Services
1 109 (21.12%) Azure
2 104 (20.16%) Power Platform
3 32 (6.20%) AWS
4 29 (5.62%) SaaS
5 28 (5.43%) Azure Data Factory
6 27 (5.23%) Azure Synapse Analytics
7 24 (4.65%) Microsoft 365
8 22 (4.26%) Azure DevOps
9 15 (2.91%) Boomi
9 15 (2.91%) Entra ID
10 14 (2.71%) GCP
10 14 (2.71%) Google Analytics
10 14 (2.71%) Salesforce Commerce Cloud
11 12 (2.33%) Dynamics 365
12 10 (1.94%) Snowflake
13 8 (1.55%) Serverless
14 7 (1.36%) Amazon S3
14 7 (1.36%) Asana
14 7 (1.36%) AWS Lambda
14 7 (1.36%) Power Automate
Communications & Networking
1 19 (3.68%) Firewall
2 12 (2.33%) Network Security
2 12 (2.33%) SAN
3 8 (1.55%) TCP/IP
4 7 (1.36%) VPN
5 5 (0.97%) WAN
6 4 (0.78%) Ethernet
6 4 (0.78%) LAN
6 4 (0.78%) Wi-Fi
6 4 (0.78%) Wireshark
7 2 (0.39%) Broadband
7 2 (0.39%) DHCP
7 2 (0.39%) DNS
7 2 (0.39%) GSM
7 2 (0.39%) Internet
7 2 (0.39%) LTE
7 2 (0.39%) VLAN
7 2 (0.39%) VoIP
8 1 (0.19%) FTP
8 1 (0.19%) PBX
Database & Business Intelligence
1 98 (18.99%) Power BI
2 44 (8.53%) Tableau
3 42 (8.14%) SQL Server
4 28 (5.43%) Azure SQL Database
5 25 (4.84%) SQL Server Reporting Services
6 19 (3.68%) Data Warehouse
7 16 (3.10%) Data Lake
8 6 (1.16%) Amazon RDS
8 6 (1.16%) Amazon Redshift
8 6 (1.16%) PostgreSQL
9 5 (0.97%) Looker
9 5 (0.97%) SQL Server Integration Services
10 4 (0.78%) Metabase
10 4 (0.78%) Oracle BI Publisher
11 3 (0.58%) Azure SQL Data Warehouse
11 3 (0.58%) Metadata
12 2 (0.39%) Big Data
12 2 (0.39%) Mixpanel
12 2 (0.39%) Oracle Database
12 2 (0.39%) Power Query
Development Applications
1 27 (5.23%) JIRA
2 12 (2.33%) Git
3 6 (1.16%) Jenkins
4 4 (0.78%) Postman
4 4 (0.78%) Visual Studio
5 3 (0.58%) Selenium
6 2 (0.39%) GitLab
6 2 (0.39%) WebDriver
7 1 (0.19%) Appium
7 1 (0.19%) Balsamiq
7 1 (0.19%) Cypress.io
7 1 (0.19%) LoadRunner
7 1 (0.19%) MLflow
7 1 (0.19%) Oracle APEX
7 1 (0.19%) REST Assured
7 1 (0.19%) Team Foundation Server
7 1 (0.19%) TestRail
7 1 (0.19%) Zephyr
General
1 516 (100.00%) Analytical Skills
2 324 (62.79%) Social Skills
3 242 (46.90%) Finance
4 108 (20.93%) Marketing
5 60 (11.63%) Retail
6 53 (10.27%) Legal
7 40 (7.75%) Law
8 37 (7.17%) Public Sector
9 32 (6.20%) Manufacturing
10 31 (6.01%) Presentation Skills
11 18 (3.49%) Documentation Skills
11 18 (3.49%) Inclusion and Diversity
12 16 (3.10%) Games
12 16 (3.10%) Telecoms
13 15 (2.91%) Billing
13 15 (2.91%) Electronics
13 15 (2.91%) Organisational Skills
14 10 (1.94%) Banking
15 9 (1.74%) Advertising
16 8 (1.55%) Automotive
Job Titles
1 110 (21.32%) Analyst
2 68 (13.18%) Senior
3 65 (12.60%) Lead
4 32 (6.20%) Data Analyst
5 30 (5.81%) Architect
6 28 (5.43%) Commercial Analyst
7 27 (5.23%) Support Engineer
8 24 (4.65%) Business Manager
8 24 (4.65%) IT Support
9 23 (4.46%) Business Analyst
9 23 (4.46%) IT Engineer
10 19 (3.68%) Developer
11 18 (3.49%) Consultant
12 17 (3.29%) Administrator
13 16 (3.10%) IT Administrator
14 15 (2.91%) CRM Architect
14 15 (2.91%) Systems Analyst
14 15 (2.91%) Technical Engineer
14 15 (2.91%) Technical Support
14 15 (2.91%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 11 (2.13%) REST
2 10 (1.94%) CSS
2 10 (1.94%) HTML
3 6 (1.16%) SAP Fiori
3 6 (1.16%) SOAP
4 5 (0.97%) .NET
4 5 (0.97%) EDI
5 4 (0.78%) FIX Protocol
5 4 (0.78%) GraphQL
5 4 (0.78%) Oracle Fusion
5 4 (0.78%) Sass
5 4 (0.78%) ZeroMQ
6 3 (0.58%) Middleware
6 3 (0.58%) RESTful
6 3 (0.58%) Spring
6 3 (0.58%) Spring Boot
7 2 (0.39%) .NET Framework
7 2 (0.39%) FastAPI
7 2 (0.39%) XML
7 2 (0.39%) XSLT
Miscellaneous
1 51 (9.88%) Self-Motivation
2 43 (8.33%) FMCG
2 43 (8.33%) Management Information System
3 42 (8.14%) Onboarding
4 40 (7.75%) Data Centre
5 33 (6.40%) Product Ownership
6 30 (5.81%) Cloud Native
7 22 (4.26%) Enterprise Software
8 20 (3.88%) Social Media
9 14 (2.71%) Driving Licence
10 11 (2.13%) Smartphone
11 10 (1.94%) Algorithms
12 9 (1.74%) Legacy Systems
13 7 (1.36%) IoT
14 6 (1.16%) Credit Risk
14 6 (1.16%) Security Posture
15 5 (0.97%) Cyber Defence
15 5 (0.97%) Data Protection Act
15 5 (0.97%) Web Conferencing
16 4 (0.78%) CMDB
Operating Systems
1 21 (4.07%) Windows
2 15 (2.91%) Linux
3 7 (1.36%) Unix
4 5 (0.97%) Windows 10
5 4 (0.78%) Mac OS
6 2 (0.39%) Windows Server
7 1 (0.19%) Android
7 1 (0.19%) Oracle Linux
7 1 (0.19%) Ubuntu
7 1 (0.19%) VMS
Processes & Methodologies
1 232 (44.96%) Problem-Solving
2 175 (33.91%) Analytics
3 164 (31.78%) Continuous Improvement
4 132 (25.58%) Business Intelligence
5 123 (23.84%) Decision-Making
6 95 (18.41%) Agile
7 86 (16.67%) ERP
7 86 (16.67%) Project Management
8 76 (14.73%) Stakeholder Management
9 74 (14.34%) Actionable Insight
9 74 (14.34%) CRM
10 70 (13.57%) AI
11 66 (12.79%) Business Strategy
11 66 (12.79%) Process Improvement
12 57 (11.05%) Visualisation
13 56 (10.85%) Cybersecurity
14 52 (10.08%) Change Management
14 52 (10.08%) Data Analysis
15 49 (9.50%) CI/CD
16 44 (8.53%) Budgeting
Programming Languages
1 104 (20.16%) SQL
2 57 (11.05%) Python
3 27 (5.23%) PowerShell
4 25 (4.84%) Data Analysis Expressions
5 12 (2.33%) C#
6 11 (2.13%) C++
7 10 (1.94%) Java
8 9 (1.74%) C
8 9 (1.74%) VBA
9 8 (1.55%) Bash
9 8 (1.55%) JavaScript
10 6 (1.16%) R
11 4 (0.78%) Shell Script
12 3 (0.58%) Bicep
12 3 (0.58%) Go
12 3 (0.58%) MATLAB
12 3 (0.58%) PL/SQL
13 2 (0.39%) Kusto Query Language
13 2 (0.39%) Scala
13 2 (0.39%) VC++
Qualifications
1 126 (24.42%) Degree
2 36 (6.98%) Security Cleared
3 19 (3.68%) SC Cleared
4 17 (3.29%) Microsoft Certification
5 14 (2.71%) CISSP
6 13 (2.52%) BPSS Clearance
6 13 (2.52%) Master's Degree
6 13 (2.52%) PMI Certification
6 13 (2.52%) PMP
7 12 (2.33%) Computer Science Degree
7 12 (2.33%) Six Sigma Green Belt
8 11 (2.13%) A+ Certification
8 11 (2.13%) CCNA
8 11 (2.13%) Cisco Certification
8 11 (2.13%) CompTIA Security+
8 11 (2.13%) DBS Check
8 11 (2.13%) MCSE
8 11 (2.13%) Network+ Certification
9 10 (1.94%) ACCA
9 10 (1.94%) CEH
Quality Assurance & Compliance
1 30 (5.81%) ISO/IEC 27001
2 27 (5.23%) Data Quality
3 24 (4.65%) QA
4 17 (3.29%) NIST
5 15 (2.91%) GDPR
6 13 (2.52%) Actionable Recommendations
7 10 (1.94%) Accessibility
7 10 (1.94%) PCI DSS
8 8 (1.55%) GRC
9 7 (1.36%) SLA
10 4 (0.78%) ISO 14001
10 4 (0.78%) ISO 9001
10 4 (0.78%) NEBOSH
11 2 (0.39%) Cyber Essentials
11 2 (0.39%) Cyber Essentials PLUS
11 2 (0.39%) EMIR
11 2 (0.39%) FINRA
11 2 (0.39%) GAAP
11 2 (0.39%) IFRS
11 2 (0.39%) SOC 2
System Software
1 15 (2.91%) Active Directory
2 7 (1.36%) Docker
2 7 (1.36%) Hyper-V
3 6 (1.16%) Firmware
4 2 (0.39%) VMware Infrastructure
5 1 (0.19%) Virtual Desktop
5 1 (0.19%) Virtual Machines
Systems Management
1 14 (2.71%) Microsoft Intune
2 10 (1.94%) Terraform
3 8 (1.55%) Kubernetes
4 4 (0.78%) Control-M
5 3 (0.58%) Ansible
6 2 (0.39%) CSIRT
7 1 (0.19%) AirWatch
7 1 (0.19%) Computer Emergency Response Teams
7 1 (0.19%) Computer Incident Response Team
7 1 (0.19%) FortiGate
7 1 (0.19%) SCCM
7 1 (0.19%) SCOM
Vendors
1 119 (23.06%) Microsoft
2 58 (11.24%) SAP
3 44 (8.53%) Salesforce
4 27 (5.23%) Oracle
5 26 (5.04%) Dell
6 23 (4.46%) Google
7 18 (3.49%) Adobe
8 15 (2.91%) MuleSoft
9 11 (2.13%) Autodesk
10 6 (1.16%) Cisco
10 6 (1.16%) ServiceNow
11 5 (0.97%) Apple
11 5 (0.97%) BT
12 4 (0.78%) Databricks
12 4 (0.78%) Guidewire
12 4 (0.78%) Hotjar
12 4 (0.78%) Informatica
12 4 (0.78%) YouTube
13 3 (0.58%) Screaming Frog
13 3 (0.58%) Xero