Analytical Thinking Contracts

Analytical Thinking
UK

The table below provides summary statistics for contract job vacancies requiring Analytical Thinking skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Analytical Thinking over the 6 months leading up to 30 June 2025, comparing them to the same period in the previous two years.

6 months to
30 Jun 2025
Same period 2024 Same period 2023
Rank 355 449 490
Rank change year-on-year +94 +41 +22
Contract jobs citing Analytical Thinking 182 137 196
As % of all contract jobs advertised in the UK 0.59% 0.32% 0.35%
As % of the Processes & Methodologies category 0.65% 0.37% 0.39%
Number of daily rates quoted 92 90 118
10th Percentile £278 £265 £381
25th Percentile £400 £413 £429
Median daily rate (50th Percentile) £500 £519 £525
Median % change year-on-year -3.61% -1.19% +1.94%
75th Percentile £600 £675 £650
90th Percentile £738 £713 £800
UK excluding London median daily rate £500 £450 £525
% change year-on-year +11.11% -14.29% +5.00%
Number of hourly rates quoted 19 12 4
10th Percentile £32.25 - £26.05
25th Percentile £41.37 £21.19 £36.63
Median hourly rate £50.00 £24.65 £44.43
Median % change year-on-year +102.84% -44.52% +85.71%
75th Percentile - £35.86 £53.75
90th Percentile £50.25 £67.00 £65.00
UK excluding London median hourly rate £50.00 £24.65 £45.00
% change year-on-year +102.84% -45.22% +181.25%

All Process and 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 contract job vacancies requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 27,864 36,803 49,880
As % of all contract IT jobs advertised in the UK 90.90% 85.25% 89.53%
Number of daily rates quoted 17,568 23,445 34,342
10th Percentile £300 £300 £325
25th Percentile £405 £413 £438
Median daily rate (50th Percentile) £504 £525 £550
Median % change year-on-year -4.00% -4.55% +1.85%
75th Percentile £625 £638 £650
90th Percentile £738 £750 £750
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - +0.30%
Number of hourly rates quoted 1,367 2,552 1,711
10th Percentile £14.20 £12.74 £11.87
25th Percentile £17.40 £16.06 £16.25
Median hourly rate £25.15 £37.50 £36.00
Median % change year-on-year -32.93% +4.17% +38.46%
75th Percentile £53.91 £61.30 £64.56
90th Percentile £70.00 £72.50 £75.00
UK excluding London median hourly rate £24.66 £38.12 £35.00
% change year-on-year -35.31% +8.91% +66.67%

Analytical Thinking
Job Vacancy Trend

Job postings citing Analytical Thinking as a proportion of all IT jobs advertised.

Job vacancy trend for Analytical Thinking in the UK

Analytical Thinking
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Analytical Thinking.

Daily rate trend for Analytical Thinking in the UK

Analytical Thinking
Daily Rate Histogram

Daily rate distribution for jobs citing Analytical Thinking over the 6 months to 30 June 2025.

Daily rate histogram for Analytical Thinking in the UK

Analytical Thinking
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Analytical Thinking.

Hourly rate trend for Analytical Thinking in the UK

Analytical Thinking
Hourly Rate Histogram

Hourly rate distribution of jobs citing Analytical Thinking over the 6 months to 30 June 2025.

Hourly rate histogram for Analytical Thinking in the UK

Analytical Thinking
Top 14 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytical Thinking within the UK over the 6 months to 30 June 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +84 153 £500 -6.98% 1,561
UK excluding London +63 83 £500 +11.11% 797
London +59 78 £506 -15.63% 863
Work from Home +25 43 £413 -28.26% 694
Midlands +17 31 £358 -20.56% 146
West Midlands +10 26 £315 -38.54% 97
North of England +17 18 £402 -17.54% 196
South East +57 15 £513 +41.38% 170
North West +18 13 £401 -17.74% 122
Scotland +14 13 £575 +17.35% 60
East Midlands +6 5 £400 +126.95% 49
Yorkshire - 5 £700 - 62
South West +41 3 £533 +145.01% 102
East of England +25 3 £675 +50.00% 94

Analytical Thinking
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 7 (3.85%) SharePoint
2 6 (3.30%) Confluence
3 3 (1.65%) Apache Airflow
3 3 (1.65%) WebSphere
4 2 (1.10%) Anypoint
4 2 (1.10%) JBoss
4 2 (1.10%) Tomcat
4 2 (1.10%) WebSphere Application Server
5 1 (0.55%) Adobe Experience Manager
5 1 (0.55%) Apache
5 1 (0.55%) Apache Spark
5 1 (0.55%) CMS
5 1 (0.55%) OpenStack
Applications
1 17 (9.34%) Microsoft Excel
2 14 (7.69%) Microsoft PowerPoint
3 13 (7.14%) Microsoft Office
4 12 (6.59%) Maya
5 6 (3.30%) Adobe Captivate
5 6 (3.30%) NUKE
6 5 (2.75%) MS Visio
7 4 (2.20%) Microsoft Project
8 1 (0.55%) Notion
8 1 (0.55%) Oracle Smart View
8 1 (0.55%) Trello
Business Applications
1 11 (6.04%) SAP S/4HANA
2 4 (2.20%) SAP EWM
3 3 (1.65%) BPCS
3 3 (1.65%) Shopify
4 2 (1.10%) ION MarketView
4 2 (1.10%) SAP SCM
4 2 (1.10%) Sparx Enterprise Architect
4 2 (1.10%) Temenos T24
5 1 (0.55%) Dynamics NAV
5 1 (0.55%) Endur
5 1 (0.55%) Murex MxG2000
5 1 (0.55%) Primavera
5 1 (0.55%) SAP ERP
5 1 (0.55%) SAP IBP
Cloud Services
1 31 (17.03%) AWS
2 20 (10.99%) Azure
3 19 (10.44%) Power Platform
4 9 (4.95%) GCP
5 8 (4.40%) GitHub
6 7 (3.85%) Cloud Computing
6 7 (3.85%) PowerApps
7 6 (3.30%) Azure DevOps
7 6 (3.30%) Microsoft 365
8 5 (2.75%) Snowflake
9 4 (2.20%) dbt
9 4 (2.20%) Power Automate
10 3 (1.65%) Alation
10 3 (1.65%) Azure Functions
10 3 (1.65%) Azure Logic Apps
10 3 (1.65%) BigCommerce
10 3 (1.65%) Dynamics 365
10 3 (1.65%) GitHub Actions
10 3 (1.65%) Serverless
10 3 (1.65%) Smartsheet
Communications & Networking
1 4 (2.20%) Firewall
2 3 (1.65%) WAN
3 2 (1.10%) Calico
3 2 (1.10%) LAN
3 2 (1.10%) VLAN
3 2 (1.10%) VPN
4 1 (0.55%) 4G
4 1 (0.55%) ADSL
4 1 (0.55%) BGP
4 1 (0.55%) Cisco ISE
4 1 (0.55%) Cisco Wireless
4 1 (0.55%) EIGRP
4 1 (0.55%) Internet
4 1 (0.55%) Network Security
4 1 (0.55%) OSPF
4 1 (0.55%) PSTN
4 1 (0.55%) SAN
4 1 (0.55%) SDH
4 1 (0.55%) TACACS
4 1 (0.55%) Wireless
Database & Business Intelligence
1 12 (6.59%) Power BI
2 6 (3.30%) Relational Database
3 5 (2.75%) Data Warehouse
3 5 (2.75%) NoSQL
3 5 (2.75%) Tableau
4 4 (2.20%) Data Vault
5 3 (1.65%) Snowflake Schema
6 2 (1.10%) Data Mining
6 2 (1.10%) KDB
7 1 (0.55%) Amazon Redshift
7 1 (0.55%) Big Data
7 1 (0.55%) BigQuery
7 1 (0.55%) Crystal Reports
7 1 (0.55%) Data Lake
7 1 (0.55%) Hadoop
7 1 (0.55%) Metadata
7 1 (0.55%) Oracle BI Publisher
7 1 (0.55%) Oracle Database
7 1 (0.55%) Oracle Reports
7 1 (0.55%) SQL Server
Development Applications
1 15 (8.24%) Git
2 12 (6.59%) JIRA
3 9 (4.95%) IntelliJ
4 8 (4.40%) Maven
5 6 (3.30%) Jenkins
5 6 (3.30%) Sonatype Nexus
6 5 (2.75%) SonarQube
6 5 (2.75%) TeamCity
7 3 (1.65%) GitLab
7 3 (1.65%) Terragrunt
8 2 (1.10%) Eclipse
8 2 (1.10%) ERwin
8 2 (1.10%) Gradle
8 2 (1.10%) JMeter
8 2 (1.10%) PowerDesigner
9 1 (0.55%) Android Studio
9 1 (0.55%) Hudson
9 1 (0.55%) JUnit
9 1 (0.55%) Xcode
9 1 (0.55%) Zephyr
General
1 182 (100.00%) Analytical Skills
2 107 (58.79%) Social Skills
3 69 (37.91%) Finance
4 18 (9.89%) Automotive
4 18 (9.89%) Banking
5 12 (6.59%) Games
6 10 (5.49%) Retail
7 9 (4.95%) Influencing Skills
8 8 (4.40%) Investment Banking
8 8 (4.40%) Marketing
8 8 (4.40%) Organisational Skills
8 8 (4.40%) Presentation Skills
9 7 (3.85%) Legal
10 6 (3.30%) Aerospace
10 6 (3.30%) Financial Institution
11 5 (2.75%) Billing
11 5 (2.75%) Inclusion and Diversity
12 4 (2.20%) Advertising
13 3 (1.65%) Pharmaceutical
13 3 (1.65%) Telecoms
Job Titles
1 39 (21.43%) Analyst
2 28 (15.38%) Senior
3 25 (13.74%) Business Analyst
3 25 (13.74%) Developer
4 17 (9.34%) Lead
5 13 (7.14%) Architect
6 9 (4.95%) Data Analyst
7 8 (4.40%) Consultant
7 8 (4.40%) Solutions Architect
8 7 (3.85%) Full-Stack Developer
8 7 (3.85%) Infrastructure Architect
8 7 (3.85%) Java Developer
8 7 (3.85%) Senior Analyst
9 6 (3.30%) Cloud Engineer
9 6 (3.30%) DevOps Engineer
9 6 (3.30%) Full-Stack Java Developer
9 6 (3.30%) Project Manager
9 6 (3.30%) Senior Business Analyst
10 5 (2.75%) C# Developer
10 5 (2.75%) Product Owner
Libraries, Frameworks & Software Standards
1 14 (7.69%) HTML
2 13 (7.14%) CSS
3 12 (6.59%) Django
4 9 (4.95%) RESTful
4 9 (4.95%) Spring Boot
5 8 (4.40%) Middleware
5 8 (4.40%) REST
5 8 (4.40%) Spring
6 6 (3.30%) .NET
6 6 (3.30%) Unreal Engine
6 6 (3.30%) V-Ray
7 5 (2.75%) .NET Framework
7 5 (2.75%) J2EE
8 4 (2.20%) EDI
8 4 (2.20%) Kafka
8 4 (2.20%) SOAP
9 3 (1.65%) ASP.NET
9 3 (1.65%) React
9 3 (1.65%) VML
10 2 (1.10%) XML
Miscellaneous
1 13 (7.14%) Management Information System
2 12 (6.59%) Animation
3 9 (4.95%) Data Centre
3 9 (4.95%) Product Ownership
3 9 (4.95%) Self-Motivation
4 6 (3.30%) Derivative
4 6 (3.30%) Distributed Systems
4 6 (3.30%) Replication
4 6 (3.30%) Virtual Reality
5 5 (2.75%) Data Structures
5 5 (2.75%) Mainframe
6 4 (2.20%) Foreign Exchange (FX)
7 3 (1.65%) Algorithms
7 3 (1.65%) Data Protection Act
7 3 (1.65%) Fixed Income
7 3 (1.65%) IoT
7 3 (1.65%) LIMS
7 3 (1.65%) Market Risk
7 3 (1.65%) Private Cloud
7 3 (1.65%) Public Cloud
Operating Systems
1 21 (11.54%) Linux
2 14 (7.69%) Unix
3 11 (6.04%) Windows
4 6 (3.30%) HPUX
4 6 (3.30%) Red Hat Enterprise Linux
4 6 (3.30%) Solaris
5 3 (1.65%) Android
5 3 (1.65%) Apple iOS
6 1 (0.55%) Mac OS
Processes & Methodologies
1 94 (51.65%) Problem-Solving
2 48 (26.37%) Agile
3 36 (19.78%) Stakeholder Management
4 34 (18.68%) Continuous Improvement
5 33 (18.13%) DevOps
6 32 (17.58%) Decision-Making
7 26 (14.29%) CI/CD
7 26 (14.29%) Risk Management
7 26 (14.29%) Stakeholder Engagement
8 23 (12.64%) Data Analysis
9 19 (10.44%) Analytics
9 19 (10.44%) Project Management
10 18 (9.89%) Computer Science
10 18 (9.89%) Test Automation
11 17 (9.34%) Roadmaps
12 16 (8.79%) Actionable Insight
12 16 (8.79%) Critical Thinking
12 16 (8.79%) High Availability
12 16 (8.79%) Visualisation
13 15 (8.24%) Change Management
Programming Languages
1 36 (19.78%) SQL
2 30 (16.48%) Python
3 29 (15.93%) Java
4 15 (8.24%) C++
5 11 (6.04%) Shell Script
6 9 (4.95%) JavaScript
7 6 (3.30%) Tcl
8 5 (2.75%) C#
9 4 (2.20%) Haskell
9 4 (2.20%) OCaml
9 4 (2.20%) Scala
9 4 (2.20%) TypeScript
10 3 (1.65%) Bash
10 3 (1.65%) Go
11 2 (1.10%) PL/SQL
11 2 (1.10%) PowerShell
12 1 (0.55%) JSX
12 1 (0.55%) VBA
Qualifications
1 36 (19.78%) Degree
2 17 (9.34%) Security Cleared
3 13 (7.14%) Computer Science Degree
4 12 (6.59%) SC Cleared
5 6 (3.30%) PMP
6 5 (2.75%) AWS Certification
6 5 (2.75%) CBAP
7 4 (2.20%) DV Cleared
7 4 (2.20%) PMI Certification
8 3 (1.65%) BPSS Clearance
8 3 (1.65%) Master's Degree
8 3 (1.65%) PRINCE2 Practitioner
9 2 (1.10%) ISTQB
10 1 (0.55%) CCNP
10 1 (0.55%) Cisco Certification
10 1 (0.55%) HNC
10 1 (0.55%) ISTQB Advanced Certification
10 1 (0.55%) ITIL Certification
10 1 (0.55%) Microsoft Certification
10 1 (0.55%) NVQ Level 3
Quality Assurance & Compliance
1 20 (10.99%) QA
2 11 (6.04%) Data Quality
3 7 (3.85%) PMO
4 3 (1.65%) Actionable Recommendations
4 3 (1.65%) GxP
4 3 (1.65%) HIPAA
4 3 (1.65%) NCSC
5 2 (1.10%) Accessibility
5 2 (1.10%) GDPR
6 1 (0.55%) COBIT
6 1 (0.55%) Cyber Essentials
6 1 (0.55%) Cyber Essentials PLUS
6 1 (0.55%) IFRS
6 1 (0.55%) IFRS 17
6 1 (0.55%) JSP 440
6 1 (0.55%) NIST
6 1 (0.55%) SLA
6 1 (0.55%) Software Quality Assurance
6 1 (0.55%) Solvency II
System Software
1 8 (4.40%) Docker
2 2 (1.10%) Active Directory
2 2 (1.10%) Virtual Machines
3 1 (0.55%) VMware Infrastructure
Systems Management
1 11 (6.04%) Terraform
2 7 (3.85%) Kubernetes
3 4 (2.20%) Ansible
4 3 (1.65%) Grafana
4 3 (1.65%) Prometheus
5 2 (1.10%) BladeLogic
5 2 (1.10%) HP ALM
5 2 (1.10%) Istio
5 2 (1.10%) ITRS Geneos
6 1 (0.55%) Cisco CUCM
6 1 (0.55%) HP Quality Center
Vendors
1 35 (19.23%) Microsoft
2 22 (12.09%) SAP
3 12 (6.59%) Oracle
4 10 (5.49%) Adobe
5 9 (4.95%) IBM
6 6 (3.30%) Autodesk
6 6 (3.30%) Salesforce
6 6 (3.30%) Sun
7 5 (2.75%) Ariba
7 5 (2.75%) ServiceNow
7 5 (2.75%) Unisys
8 4 (2.20%) Cisco
8 4 (2.20%) Wrike
9 3 (1.65%) HP
9 3 (1.65%) MicroStrategy
9 3 (1.65%) PeopleSoft
9 3 (1.65%) Sitecore
9 3 (1.65%) Splunk
10 2 (1.10%) comScore
10 2 (1.10%) Tradeweb