Analytical Thinking Job Trends

Analytical Thinking
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Analytical Thinking skills. It covers permanent job vacancies from the 6 months leading up to 10 February 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Feb 2026
Same period 2025 Same period 2024
Rank 321 409 461
Rank change year-on-year +88 +52 -34
Permanent jobs citing Analytical Thinking 411 317 377
As % of all permanent jobs in the UK 0.63% 0.63% 0.51%
As % of the Processes & Methodologies category 0.78% 0.69% 0.57%
Number of salaries quoted 238 139 272
10th Percentile £28,750 £32,500 £32,000
25th Percentile £30,370 £42,875 £36,326
Median annual salary (50th Percentile) £55,000 £64,000 £50,000
Median % change year-on-year -14.06% +28.00% -18.70%
75th Percentile £77,500 £80,000 £62,500
90th Percentile £90,375 £104,500 £78,750
UK excluding London median annual salary £45,000 £57,500 £45,000
% change year-on-year -21.74% +27.78% -25.00%

All Process & Methodology Skills
UK

Analytical Thinking falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 52,411 45,996 65,626
As % of all permanent jobs advertised in the UK 79.77% 91.99% 88.32%
Number of salaries quoted 31,090 22,202 50,938
10th Percentile £28,809 £35,000 £29,500
25th Percentile £38,000 £46,000 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -12.00%
75th Percentile £76,250 £81,250 £75,000
90th Percentile £96,375 £101,250 £95,000
UK excluding London median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -8.90%

Analytical Thinking
Job Vacancy Trend

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

Analytical Thinking job vacancy trend in the UK

Analytical Thinking
Salary Trend

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

Salary distribution trend for jobs in the UK citing Analytical Thinking

Analytical Thinking
Salary Histogram

Salary distribution for jobs citing Analytical Thinking over the 6 months to 10 February 2026.

Salary histogram for Analytical Thinking in the UK

Analytical Thinking
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 Thinking within the UK over the 6 months to 10 February 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 +105 371 £60,000 -7.69% 99
UK excluding London +71 242 £45,000 -21.74% 73
Work from Home +55 155 £50,000 -32.20% 50
London +59 145 £68,000 +0.74% 42
South East +61 69 £65,000 +13.54% 27
Midlands +55 67 £30,000 -40.00% 9
East Midlands +28 42 £30,000 -60.00% 1
East of England +54 39 £30,370 -58.82% 6
North of England -25 35 £35,610 -48.20% 15
West Midlands +22 25 £86,250 +81.58% 8
Yorkshire -27 20 £30,263 -47.37% 6
South West -46 13 £55,000 -29.03% 12
Scotland -9 12 £37,500 -11.76% 3
North West -12 10 £37,805 -49.59% 9
Wales +7 5 £52,500 +16.67%
North East +1 5 - -
Northern Ireland - 4 £52,500 - 1

Analytical Thinking
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 7 (1.70%) Microsoft Exchange
1 7 (1.70%) SharePoint
2 5 (1.22%) IIS
3 4 (0.97%) CMS
4 3 (0.73%) Apache Airflow
4 3 (0.73%) Oracle SOA Suite
5 2 (0.49%) Apache Spark
5 2 (0.49%) Confluence
6 1 (0.24%) Apache
6 1 (0.24%) Appian
6 1 (0.24%) Kinematics
6 1 (0.24%) Palantir Foundry
Applications
1 57 (13.87%) Microsoft Office
2 29 (7.06%) Microsoft Excel
3 19 (4.62%) MS Visio
4 13 (3.16%) Adobe XD
5 3 (0.73%) Spreadsheet
6 2 (0.49%) Chatbot
6 2 (0.49%) Microsoft PowerPoint
7 1 (0.24%) Microsoft Project
7 1 (0.24%) Sketch
Business Applications
1 7 (1.70%) Dynamics CRM
2 2 (0.49%) NetSuite
3 1 (0.24%) Endur
3 1 (0.24%) EuroRunner
3 1 (0.24%) FIS Private Capital Suite
3 1 (0.24%) Remedy ITSM
3 1 (0.24%) Sage 200
3 1 (0.24%) SAP CO
3 1 (0.24%) SAP FI
3 1 (0.24%) SAP FI/CO
3 1 (0.24%) SAP S/4HANA
3 1 (0.24%) Unit4 Business World
Cloud Services
1 83 (20.19%) Azure
2 78 (18.98%) SaaS
3 54 (13.14%) AWS
4 40 (9.73%) Power Platform
5 31 (7.54%) Microsoft 365
6 17 (4.14%) Google Analytics
7 16 (3.89%) Azure DevOps
8 14 (3.41%) Amazon Alexa
9 13 (3.16%) Figma
10 11 (2.68%) Datadog
10 11 (2.68%) GCP
11 10 (2.43%) Azure Data Factory
11 10 (2.43%) IaaS
11 10 (2.43%) PaaS
12 8 (1.95%) Power Automate
13 7 (1.70%) GitHub
13 7 (1.70%) GitHub Copilot
14 5 (1.22%) Dynamics 365
14 5 (1.22%) Snowflake
15 3 (0.73%) Google Tag Manager
Communications & Networking
1 33 (8.03%) Remote Desktop
2 25 (6.08%) VPN
3 24 (5.84%) Firewall
4 22 (5.35%) VLAN
5 15 (3.65%) WAN
5 15 (3.65%) Wi-Fi
6 14 (3.41%) DHCP
7 11 (2.68%) DNS
7 11 (2.68%) Network Security
7 11 (2.68%) Wireless
8 10 (2.43%) BGP
8 10 (2.43%) Cisco ASA
8 10 (2.43%) Cisco Nexus
8 10 (2.43%) EIGRP
8 10 (2.43%) LAN
8 10 (2.43%) OSPF
8 10 (2.43%) SAN
8 10 (2.43%) SNMP
8 10 (2.43%) WAAS
8 10 (2.43%) Wireless Security
Database & Business Intelligence
1 38 (9.25%) Power BI
2 23 (5.60%) SQL Server
3 12 (2.92%) Data Warehouse
4 11 (2.68%) NoSQL
5 8 (1.95%) Tableau
6 7 (1.70%) Data Mining
6 7 (1.70%) DynamoDB
6 7 (1.70%) Looker
7 6 (1.46%) Big Data
7 6 (1.46%) PostgreSQL
7 6 (1.46%) Relational Database
8 5 (1.22%) Hadoop
8 5 (1.22%) MongoDB
9 4 (0.97%) Metadata
10 3 (0.73%) BigQuery
10 3 (0.73%) Elasticsearch
10 3 (0.73%) Redis
10 3 (0.73%) SQL Server Reporting Services
11 2 (0.49%) PowerPivot
11 2 (0.49%) SQL Server Integration Services
Development Applications
1 12 (2.92%) Axure RP
1 12 (2.92%) Balsamiq
2 10 (2.43%) Chocolatey
3 6 (1.46%) JIRA
4 4 (0.97%) Postman
5 2 (0.49%) MLflow
5 2 (0.49%) Selenium
6 1 (0.24%) Git
6 1 (0.24%) Visual Studio Code
General
1 411 (100.00%) Analytical Skills
2 170 (41.36%) Social Skills
3 101 (24.57%) Finance
4 50 (12.17%) Retail
5 43 (10.46%) Inclusion and Diversity
6 39 (9.49%) Public Sector
7 33 (8.03%) Law
8 29 (7.06%) German Language
9 22 (5.35%) Marketing
10 21 (5.11%) Organisational Skills
11 19 (4.62%) Banking
12 18 (4.38%) Documentation Skills
12 18 (4.38%) Legal
13 11 (2.68%) Presentation Skills
14 8 (1.95%) Italian Language
15 7 (1.70%) Advertising
16 6 (1.46%) Automotive
17 5 (1.22%) Pharmaceutical
18 4 (0.97%) Financial Institution
19 3 (0.73%) Electronics
Job Titles
1 90 (21.90%) Senior
2 74 (18.00%) Analyst
3 42 (10.22%) Architect
4 34 (8.27%) Lead
5 33 (8.03%) 2nd Line Support
6 28 (6.81%) Business Analyst
7 27 (6.57%) 1st/2nd Line Support
8 21 (5.11%) Support Analyst
9 16 (3.89%) IT Engineer
10 15 (3.65%) Applications Engineer
11 14 (3.41%) Consultant
12 13 (3.16%) 1st/2nd Line Support Analyst
12 13 (3.16%) 2nd Line Support Analyst
12 13 (3.16%) Applications Support
12 13 (3.16%) ERP Analyst
12 13 (3.16%) ERP Support
12 13 (3.16%) SaaS Analyst
12 13 (3.16%) Senior Architect
12 13 (3.16%) Software Analyst
12 13 (3.16%) Software Support Analyst
Libraries, Frameworks & Software Standards
1 15 (3.65%) HTML
2 14 (3.41%) CSS
3 11 (2.68%) React
4 9 (2.19%) .NET
4 9 (2.19%) AngularJS
5 5 (1.22%) Node.js
5 5 (1.22%) Play Framework
6 4 (0.97%) .NET Framework
6 4 (0.97%) REST
7 3 (0.73%) Middleware
7 3 (0.73%) Vue
8 2 (0.49%) FastAPI
8 2 (0.49%) Flask
8 2 (0.49%) LangChain
8 2 (0.49%) MACH
8 2 (0.49%) OpenAPI
8 2 (0.49%) Playwright
8 2 (0.49%) PyTorch
8 2 (0.49%) Swagger
8 2 (0.49%) TensorFlow
Miscellaneous
1 83 (20.19%) Onboarding
2 31 (7.54%) Product Ownership
3 30 (7.30%) Self-Motivation
4 19 (4.62%) Foreign Exchange (FX)
5 12 (2.92%) Data Centre
6 11 (2.68%) Management Information System
7 10 (2.43%) Cyber Threat
8 9 (2.19%) Mobile App
9 8 (1.95%) Distributed Systems
10 7 (1.70%) Analytical Mindset
10 7 (1.70%) Low-Code
10 7 (1.70%) PKI
11 6 (1.46%) Data Structures
12 5 (1.22%) Algorithms
12 5 (1.22%) Credit Risk
13 4 (0.97%) Driving Licence
13 4 (0.97%) SWIFT Messaging Network
13 4 (0.97%) Virtual Team
14 3 (0.73%) Cloud Native
14 3 (0.73%) PropTech
Operating Systems
1 32 (7.79%) Windows
2 6 (1.46%) Android
2 6 (1.46%) Linux
3 3 (0.73%) OpenWrt
3 3 (0.73%) Windows 10
4 1 (0.24%) AIX
4 1 (0.24%) Apple iOS
4 1 (0.24%) Robot Operating System
4 1 (0.24%) Unix
Processes & Methodologies
1 202 (49.15%) Problem-Solving
2 107 (26.03%) Continuous Improvement
3 100 (24.33%) AI
4 83 (20.19%) Agile
5 69 (16.79%) Root Cause Analysis
6 65 (15.82%) ERP
7 64 (15.57%) Mentoring
8 63 (15.33%) Analytics
8 63 (15.33%) Roadmaps
9 60 (14.60%) E-Commerce
10 59 (14.36%) CRM
11 56 (13.63%) Customer Service
12 55 (13.38%) Decision-Making
13 53 (12.90%) Actionable Insight
14 51 (12.41%) LLM
15 49 (11.92%) Generative AI
15 49 (11.92%) Stakeholder Management
16 48 (11.68%) Computer Science
16 48 (11.68%) Open Source
17 40 (9.73%) Technology Strategy
Programming Languages
1 77 (18.73%) SQL
2 51 (12.41%) Python
3 39 (9.49%) C#
4 25 (6.08%) JavaScript
5 10 (2.43%) Java
6 6 (1.46%) R
6 6 (1.46%) Scala
7 5 (1.22%) C++
8 4 (0.97%) PowerShell
9 3 (0.73%) C
10 2 (0.49%) T-SQL
10 2 (0.49%) VBA
11 1 (0.24%) Data Analysis Expressions
11 1 (0.24%) Go
11 1 (0.24%) Rust
Qualifications
1 153 (37.23%) Degree
2 48 (11.68%) Security Cleared
3 42 (10.22%) SC Cleared
4 28 (6.81%) Computer Science Degree
5 19 (4.62%) Azure Certification
5 19 (4.62%) CISSP
6 17 (4.14%) ACCA
7 12 (2.92%) Master's Degree
8 11 (2.68%) Cisco Certification
9 10 (2.43%) CCIE
9 10 (2.43%) CCNP
10 9 (2.19%) CISM
11 8 (1.95%) AWS Certification
11 8 (1.95%) CIMA
11 8 (1.95%) CompTIA Security+
12 7 (1.70%) TOGAF Certification
13 6 (1.46%) DBS Check
13 6 (1.46%) MBA
14 4 (0.97%) BPSS Clearance
15 3 (0.73%) DV Cleared
Quality Assurance & Compliance
1 47 (11.44%) QA
2 37 (9.00%) PMO
3 28 (6.81%) Data Quality
4 17 (4.14%) Accessibility
5 16 (3.89%) GDPR
6 13 (3.16%) SLA
7 12 (2.92%) WCAG
8 11 (2.68%) Actionable Recommendations
9 9 (2.19%) ISO/IEC 27001
9 9 (2.19%) PCI DSS
10 8 (1.95%) NIST
11 7 (1.70%) NCSC
12 4 (0.97%) SEPA
12 4 (0.97%) TARGET2
13 3 (0.73%) IFRS
14 2 (0.49%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
15 1 (0.24%) COBIT
15 1 (0.24%) GRC
System Software
1 14 (3.41%) Active Directory
2 10 (2.43%) ProxySG
3 3 (0.73%) Docker
3 3 (0.73%) VMware Infrastructure
4 2 (0.49%) vSphere
4 2 (0.49%) XenDesktop
5 1 (0.24%) Virtual Desktop
Systems Management
1 15 (3.65%) Microsoft Intune
2 11 (2.68%) SCCM
3 6 (1.46%) Kubernetes
4 3 (0.73%) Terraform
5 2 (0.49%) Single Sign-On
6 1 (0.24%) Ansible
6 1 (0.24%) Grafana
6 1 (0.24%) Prometheus
Vendors
1 116 (28.22%) Microsoft
2 20 (4.87%) Google
3 14 (3.41%) ServiceNow
4 13 (3.16%) Adobe
4 13 (3.16%) Cisco
5 12 (2.92%) VMware
6 11 (2.68%) CheckPoint
6 11 (2.68%) Dynatrace
7 10 (2.43%) AppDynamics
7 10 (2.43%) Blue Coat
7 10 (2.43%) F5
7 10 (2.43%) Infoblox
7 10 (2.43%) Motorola
7 10 (2.43%) SolarWinds
7 10 (2.43%) Tenable
8 9 (2.19%) Databricks
8 9 (2.19%) HubSpot
8 9 (2.19%) Xero
9 8 (1.95%) Salesforce
10 5 (1.22%) SAP