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

6 months to
15 May 2026
Same period 2025 Same period 2024
Rank 326 343 483
Rank change year-on-year +17 +140 +210
Permanent jobs citing Analytical Mindset 489 351 455
As % of all permanent jobs in the UK 0.54% 0.81% 0.47%
As % of the Miscellaneous category 2.03% 1.90% 1.31%
Number of salaries quoted 261 197 302
10th Percentile £28,000 £31,250 £26,275
25th Percentile £35,000 £42,500 £32,500
Median annual salary (50th Percentile) £47,500 £57,500 £44,100
Median % change year-on-year -17.39% +30.39% -11.80%
75th Percentile £67,500 £77,500 £60,000
90th Percentile £92,500 £88,750 £73,750
UK excluding London median annual salary £42,879 £53,750 £42,500
% change year-on-year -20.23% +26.47% -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 24,137 18,430 34,601
As % of all permanent jobs advertised in the UK 26.54% 42.35% 35.88%
Number of salaries quoted 13,586 9,129 22,984
10th Percentile £30,000 £31,250 £28,000
25th Percentile £40,751 £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 £52,500 £50,000
% change year-on-year -4.76% +5.00% -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 15 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 15 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 +43 427 £49,425 -14.04% 253
UK excluding London +68 355 £42,879 -20.23% 179
Work from Home +57 117 £50,000 -4.76% 120
London -45 116 £65,000 -18.75% 105
North of England +13 91 £62,500 +4.17% 42
South East +19 86 £45,000 -21.74% 69
Midlands -4 57 £42,500 -5.56% 21
North West +6 48 £45,000 -28.00% 24
South West -24 46 £32,500 -35.00% 18
West Midlands -3 40 £44,000 +17.33% 13
East of England -17 28 £40,000 -20.00% 16
Yorkshire -29 28 £90,000 +84.62% 10
Scotland +2 23 £26,150 -50.19% 7
East Midlands -19 16 £30,000 -45.45% 8
North East - 15 £64,250 - 9
Northern Ireland -25 12 - - 2
Wales - 12 £35,000 - 5

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 8 (1.64%) SharePoint
2 5 (1.02%) Confluence
2 5 (1.02%) WordPress
3 4 (0.82%) Apache Airflow
4 3 (0.61%) Apache Spark
4 3 (0.61%) 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 (9.61%) Microsoft Excel
2 27 (5.52%) Microsoft Office
3 12 (2.45%) Microsoft PowerPoint
4 4 (0.82%) Adobe Creative Suite
4 4 (0.82%) MS Visio
5 3 (0.61%) Photoshop
6 2 (0.41%) Maya
6 2 (0.41%) Spreadsheet
7 1 (0.20%) Adobe XD
7 1 (0.20%) Chatbot
7 1 (0.20%) Sketch
Business Applications
1 10 (2.04%) NetSuite
2 6 (1.23%) SAP S/4HANA
3 4 (0.82%) Dynamics CRM
3 4 (0.82%) Infor M3
3 4 (0.82%) JDE OneWorld
3 4 (0.82%) JDE World
4 2 (0.41%) SAP FI
4 2 (0.41%) Unit4 Business World
5 1 (0.20%) Dynamics GP
5 1 (0.20%) OpenText VIM for SAP
5 1 (0.20%) Oracle EBS
5 1 (0.20%) SAP CO
5 1 (0.20%) SAP CX
5 1 (0.20%) SAP FI/CO
5 1 (0.20%) SAP SD
5 1 (0.20%) Shopify
Cloud Services
1 80 (16.36%) Azure
2 59 (12.07%) Power Platform
3 37 (7.57%) AWS
4 35 (7.16%) SaaS
5 29 (5.93%) Microsoft 365
6 25 (5.11%) GCP
7 24 (4.91%) Azure DevOps
8 22 (4.50%) Power Automate
9 15 (3.07%) GitHub
10 14 (2.86%) dbt
11 13 (2.66%) Google Analytics
12 11 (2.25%) GitHub Actions
13 9 (1.84%) Azure Data Factory
13 9 (1.84%) PowerApps
14 8 (1.64%) Datadog
14 8 (1.64%) OpenShift
15 7 (1.43%) Amazon CloudWatch
15 7 (1.43%) Amazon S3
15 7 (1.43%) AWS Step Functions
15 7 (1.43%) Tricentis Tosca
Communications & Networking
1 20 (4.09%) SAN
2 15 (3.07%) Firewall
3 14 (2.86%) VPN
4 13 (2.66%) WAN
5 12 (2.45%) LAN
6 11 (2.25%) TCP/IP
7 7 (1.43%) DNS
8 6 (1.23%) HTTP
9 4 (0.82%) Broadband
9 4 (0.82%) Internet
9 4 (0.82%) SMS
9 4 (0.82%) Wi-Fi
9 4 (0.82%) Wireless
10 3 (0.61%) FTP
10 3 (0.61%) SMTP
11 2 (0.41%) Cisco IOS
11 2 (0.41%) Network Security
11 2 (0.41%) SSL
11 2 (0.41%) Unified Communications
12 1 (0.20%) Modbus
Database & Business Intelligence
1 58 (11.86%) Power BI
2 27 (5.52%) Data Warehouse
3 20 (4.09%) SQL Server
4 11 (2.25%) Tableau
5 10 (2.04%) Metabase
5 10 (2.04%) Relational Database
6 9 (1.84%) Metadata
7 8 (1.64%) Amazon Redshift
8 7 (1.43%) PostgreSQL
8 7 (1.43%) RDBMS
9 6 (1.23%) MySQL
9 6 (1.23%) SQL Server Integration Services
10 5 (1.02%) Big Data
10 5 (1.02%) BigQuery
10 5 (1.02%) Power Query
11 4 (0.82%) Amazon RDS
11 4 (0.82%) Data Lake
11 4 (0.82%) Qlik Sense
12 3 (0.61%) Hadoop
12 3 (0.61%) Looker
Development Applications
1 23 (4.70%) Git
2 10 (2.04%) JIRA
2 10 (2.04%) Visual Studio
3 9 (1.84%) GitLab
4 7 (1.43%) ERwin
5 6 (1.23%) Jenkins
6 4 (0.82%) Selenium
7 3 (0.61%) TestRail
8 2 (0.41%) Bitbucket
8 2 (0.41%) Ranorex
8 2 (0.41%) Robot Framework
8 2 (0.41%) Visual Website Optimizer
8 2 (0.41%) WebDriver
9 1 (0.20%) Balsamiq
9 1 (0.20%) Eclipse
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
1 488 (99.80%) Analytical Skills
2 266 (54.40%) Social Skills
3 190 (38.85%) Finance
4 44 (9.00%) Marketing
5 31 (6.34%) Legal
6 28 (5.73%) Public Sector
7 23 (4.70%) Retail
8 22 (4.50%) Organisational Skills
9 21 (4.29%) Manufacturing
10 20 (4.09%) Documentation Skills
11 19 (3.89%) Inclusion and Diversity
12 14 (2.86%) Presentation Skills
13 13 (2.66%) Banking
14 11 (2.25%) Electronics
14 11 (2.25%) Influencing Skills
14 11 (2.25%) Telecoms
15 10 (2.04%) Financial Institution
16 9 (1.84%) Advertising
16 9 (1.84%) Law
17 7 (1.43%) Aerospace
Job Titles
1 108 (22.09%) Analyst
2 72 (14.72%) Head of QA
3 36 (7.36%) IT Engineer
4 34 (6.95%) Lead
5 32 (6.54%) IT Support
6 31 (6.34%) Senior
7 25 (5.11%) Business Analyst
8 23 (4.70%) IT Analyst
9 20 (4.09%) Field Engineer
9 20 (4.09%) Field Service Engineer
10 19 (3.89%) Developer
10 19 (3.89%) Support Analyst
11 18 (3.68%) Support Engineer
12 17 (3.48%) Data Analyst
13 16 (3.27%) Administrator
13 16 (3.27%) IT Support Engineer
13 16 (3.27%) Junior
14 15 (3.07%) Consultant
14 15 (3.07%) Financial Analyst
14 15 (3.07%) Junior Analyst
Libraries, Frameworks & Software Standards
1 15 (3.07%) CSS
1 15 (3.07%) HTML
2 13 (2.66%) JSON
3 11 (2.25%) XML
4 9 (1.84%) FIX Protocol
5 8 (1.64%) .NET
5 8 (1.64%) OAuth
5 8 (1.64%) RabbitMQ
5 8 (1.64%) SAML
6 7 (1.43%) FpML
6 7 (1.43%) XML Schema
7 6 (1.23%) REST
7 6 (1.23%) SOAP
8 5 (1.02%) PySpark
8 5 (1.02%) React
8 5 (1.02%) SAP Fiori
9 4 (0.82%) Flutter
9 4 (0.82%) RESTful
10 3 (0.61%) Spring
10 3 (0.61%) Spring Boot
Miscellaneous
1 24 (4.91%) Onboarding
2 20 (4.09%) Data Centre
3 16 (3.27%) Smartphone
3 16 (3.27%) Social Media
4 14 (2.86%) Cyber Threat
5 13 (2.66%) Cloud Native
5 13 (2.66%) Self-Motivation
6 11 (2.25%) Product Ownership
7 10 (2.04%) Driving Licence
7 10 (2.04%) FMCG
8 9 (1.84%) Data Structures
8 9 (1.84%) Management Information System
9 8 (1.64%) Web Conferencing
10 7 (1.43%) Cyber Defence
10 7 (1.43%) e-Learning
10 7 (1.43%) Greenfield Project
11 6 (1.23%) Enterprise Software
11 6 (1.23%) Security Posture
12 5 (1.02%) Distributed Systems
12 5 (1.02%) IoT
Operating Systems
1 32 (6.54%) Windows
2 16 (3.27%) Linux
3 12 (2.45%) Windows 10
4 8 (1.64%) Windows Server
5 6 (1.23%) Mac OS
6 4 (0.82%) Unix
7 2 (0.41%) Android
Processes & Methodologies
1 177 (36.20%) Continuous Improvement
2 154 (31.49%) Problem-Solving
3 151 (30.88%) Analytics
4 121 (24.74%) Stakeholder Engagement
5 93 (19.02%) Root Cause Analysis
6 90 (18.40%) Actionable Insight
7 85 (17.38%) Customer Experience
7 85 (17.38%) Service Delivery
8 81 (16.56%) Agile
9 79 (16.16%) Change Management
10 78 (15.95%) Quality Management
11 76 (15.54%) PRINCE2
12 72 (14.72%) Anti-Money Laundering
13 71 (14.52%) Business Intelligence
13 71 (14.52%) Decision-Making
14 45 (9.20%) Process Improvement
15 42 (8.59%) CI/CD
15 42 (8.59%) CRM
15 42 (8.59%) ERP
16 41 (8.38%) Customer Service
Programming Languages
1 89 (18.20%) SQL
2 64 (13.09%) Python
3 30 (6.13%) PowerShell
4 21 (4.29%) Java
5 18 (3.68%) C#
6 16 (3.27%) Bash
7 11 (2.25%) JavaScript
8 9 (1.84%) C++
8 9 (1.84%) Go
9 7 (1.43%) T-SQL
10 6 (1.23%) MATLAB
10 6 (1.23%) Scala
11 5 (1.02%) C
11 5 (1.02%) PHP
11 5 (1.02%) VBA
12 4 (0.82%) PL/SQL
12 4 (0.82%) Shell Script
13 3 (0.61%) Data Analysis Expressions
13 3 (0.61%) Kusto Query Language
13 3 (0.61%) Search Processing Language
Qualifications
1 72 (14.72%) IRCA
2 53 (10.84%) Degree
3 24 (4.91%) Security Cleared
4 23 (4.70%) Microsoft Certification
5 20 (4.09%) A+ Certification
5 20 (4.09%) CCNA
5 20 (4.09%) Cisco Certification
5 20 (4.09%) MCSE
5 20 (4.09%) Network+ Certification
6 16 (3.27%) BPSS Clearance
7 15 (3.07%) SC Cleared
8 9 (1.84%) GIAC
9 7 (1.43%) CISSP
9 7 (1.43%) Computer Science Degree
9 7 (1.43%) DBS Check
9 7 (1.43%) GCIH
10 6 (1.23%) ACCA
10 6 (1.23%) GCIA
11 5 (1.02%) DV Cleared
11 5 (1.02%) Master's Degree
Quality Assurance & Compliance
1 99 (20.25%) QA
2 88 (18.00%) ISO 9001
3 82 (16.77%) GDPR
4 41 (8.38%) Data Quality
5 18 (3.68%) ISO/IEC 27001
6 10 (2.04%) ISO 14001
7 9 (1.84%) Cyber Essentials
7 9 (1.84%) Cyber Essentials PLUS
7 9 (1.84%) ISO/IEC 20000
7 9 (1.84%) SLA
8 8 (1.64%) GRC
9 7 (1.43%) PCI DSS
10 6 (1.23%) Accessibility
10 6 (1.23%) NIST
11 5 (1.02%) SOC 2
12 4 (0.82%) ARP4754
12 4 (0.82%) DO-254
12 4 (0.82%) Software Quality Assurance
13 3 (0.61%) COBIT
13 3 (0.61%) ITGC
System Software
1 13 (2.66%) Docker
2 8 (1.64%) Active Directory
3 2 (0.41%) Virtual Desktop
4 1 (0.20%) Firmware
4 1 (0.20%) IAG
4 1 (0.20%) Virtual Machines
Systems Management
1 17 (3.48%) Terraform
2 16 (3.27%) Kubernetes
3 9 (1.84%) Grafana
4 8 (1.64%) Prometheus
5 6 (1.23%) Microsoft Intune
6 4 (0.82%) Control-M
7 3 (0.61%) Ansible
7 3 (0.61%) Kibana
7 3 (0.61%) QRadar
8 2 (0.41%) CSIRT
9 1 (0.20%) FortiGate
9 1 (0.20%) SysTrack
Vendors
1 103 (21.06%) Microsoft
2 24 (4.91%) Google
3 23 (4.70%) Dell
4 18 (3.68%) SAP
5 15 (3.07%) Oracle
5 15 (3.07%) Salesforce
6 13 (2.66%) Adobe
6 13 (2.66%) HubSpot
7 11 (2.25%) ServiceNow
8 9 (1.84%) CrowdStrike
9 8 (1.64%) Databricks
9 8 (1.64%) Dynatrace
9 8 (1.64%) Red Hat
10 7 (1.43%) Sparx
11 6 (1.23%) Splunk
12 5 (1.02%) Apple
12 5 (1.02%) IFS
12 5 (1.02%) Informatica
12 5 (1.02%) YouTube
13 4 (0.82%) ConnectWise