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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 381 437 513
Rank change year-on-year +56 +76 +27
Contract jobs citing Analytical Thinking 142 145 206
As % of all contract jobs advertised in the UK 0.49% 0.33% 0.35%
As % of the Processes & Methodologies category 0.53% 0.39% 0.38%
Number of daily rates quoted 88 95 114
10th Percentile £305 £310 £381
25th Percentile £405 £413 £414
Median daily rate (50th Percentile) £519 £550 £519
Median % change year-on-year -5.68% +6.02% +1.22%
75th Percentile £606 £675 £638
90th Percentile £750 £725 £800
UK excluding London median daily rate £533 £483 £500
% change year-on-year +10.36% -3.50% -
Number of hourly rates quoted 5 8 5
10th Percentile £30.75 £18.97 £23.60
25th Percentile £34.13 £22.33 £30.50
Median hourly rate £49.50 £24.65 £43.86
Median % change year-on-year +100.81% -43.80% +137.08%
75th Percentile £65.00 £63.75 -
90th Percentile £77.15 £67.91 £61.04
UK excluding London median hourly rate £47.63 £24.65 -
% change year-on-year +93.20% - -

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 26,594 37,597 53,655
As % of all contract IT jobs advertised in the UK 90.84% 86.31% 89.91%
Number of daily rates quoted 17,149 24,227 37,238
10th Percentile £308 £300 £325
25th Percentile £413 £413 £438
Median daily rate (50th Percentile) £520 £525 £550
Median % change year-on-year -0.95% -4.55% +4.76%
75th Percentile £630 £638 £650
90th Percentile £743 £750 £750
UK excluding London median daily rate £483 £500 £500
% change year-on-year -3.50% - +5.26%
Number of hourly rates quoted 1,071 2,443 1,746
10th Percentile £14.41 £12.75 £11.00
25th Percentile £18.21 £16.00 £16.25
Median hourly rate £29.00 £35.65 £37.30
Median % change year-on-year -18.65% -4.42% +49.20%
75th Percentile £60.38 £59.98 £65.00
90th Percentile £75.00 £72.50 £75.00
UK excluding London median hourly rate £27.50 £37.34 £36.00
% change year-on-year -26.35% +3.72% +80.00%

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 1 May 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 1 May 2025.

Hourly rate histogram for Analytical Thinking in the UK

Analytical Thinking
Top 17 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 1 May 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 +40 115 £525 -4.55% 655
UK excluding London +68 67 £533 +10.36% 452
London +30 58 £508 -13.62% 266
Work from Home +14 40 £525 -6.67% 274
North of England +20 16 £600 +26.32% 105
North West +17 13 £561 +18.16% 55
South East +52 12 £590 +81.54% 117
Midlands +4 12 £414 -12.84% 93
Scotland +22 11 £500 +2.04% 23
West Midlands -3 8 £565 +7.62% 50
East of England +32 7 £540 -22.86% 65
South West +48 5 £540 +20.94% 56
East Midlands +9 4 £412 +138.84% 37
Northern Ireland - 3 £300 - 5
Yorkshire +9 2 £700 - 39
Wales +1 1 £413 -2.94% 7
North East 0 1 - - 11

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 15 (10.56%) Confluence
2 7 (4.93%) SharePoint
3 3 (2.11%) Apache Airflow
4 1 (0.70%) Adobe Experience Manager
4 1 (0.70%) Apache
4 1 (0.70%) Apache Spark
4 1 (0.70%) CMS
4 1 (0.70%) JBoss
4 1 (0.70%) MS Project Server
4 1 (0.70%) OpenStack
4 1 (0.70%) Oracle SOA Suite
4 1 (0.70%) Tomcat
4 1 (0.70%) WebSphere
Applications
1 13 (9.15%) Microsoft Excel
2 9 (6.34%) Microsoft PowerPoint
3 8 (5.63%) MS Visio
4 6 (4.23%) Microsoft Office
5 5 (3.52%) Microsoft Project
6 1 (0.70%) Notion
6 1 (0.70%) Spreadsheet
6 1 (0.70%) Trello
Business Applications
1 9 (6.34%) SAP S/4HANA
2 7 (4.93%) Sparx Enterprise Architect
3 4 (2.82%) SAP EWM
4 2 (1.41%) SAP SCM
4 2 (1.41%) Sprinklr
4 2 (1.41%) Workday HCM
5 1 (0.70%) Dynamics NAV
5 1 (0.70%) Murex MxG2000
5 1 (0.70%) SAP ERP
5 1 (0.70%) SAP IBP
5 1 (0.70%) SAP WM
5 1 (0.70%) Shopify
5 1 (0.70%) Temenos T24
Cloud Services
1 15 (10.56%) AWS
2 12 (8.45%) Azure
2 12 (8.45%) Power Platform
3 7 (4.93%) Cloud Computing
4 6 (4.23%) GCP
5 5 (3.52%) GitHub
5 5 (3.52%) Snowflake
6 4 (2.82%) dbt
7 3 (2.11%) Alation
7 3 (2.11%) Azure DevOps
8 2 (1.41%) Azure Data Factory
8 2 (1.41%) Azure Logic Apps
8 2 (1.41%) Azure Synapse Analytics
8 2 (1.41%) Collibra
8 2 (1.41%) Dynamics 365
8 2 (1.41%) Google Analytics
8 2 (1.41%) Google Data Studio
8 2 (1.41%) Microsoft 365
8 2 (1.41%) OCI
9 1 (0.70%) Serverless
Communications & Networking
1 2 (1.41%) LAN
1 2 (1.41%) WAN
2 1 (0.70%) 4G
2 1 (0.70%) ADSL
2 1 (0.70%) Internet
2 1 (0.70%) Intranet
2 1 (0.70%) Network Security
2 1 (0.70%) PSTN
2 1 (0.70%) SDH
2 1 (0.70%) Software-Defined Networking
2 1 (0.70%) VPN
Database & Business Intelligence
1 12 (8.45%) Power BI
2 7 (4.93%) Tableau
3 6 (4.23%) Data Warehouse
4 4 (2.82%) Data Vault
5 3 (2.11%) BigQuery
5 3 (2.11%) Snowflake Schema
6 2 (1.41%) Data Mining
6 2 (1.41%) Looker
6 2 (1.41%) Relational Database
7 1 (0.70%) Amazon Aurora
7 1 (0.70%) Amazon Redshift
7 1 (0.70%) Big Data
7 1 (0.70%) Data Lake
7 1 (0.70%) DynamoDB
7 1 (0.70%) Enterprise Data Warehouse
7 1 (0.70%) Metadata
7 1 (0.70%) MySQL
7 1 (0.70%) NoSQL
7 1 (0.70%) PostgreSQL
7 1 (0.70%) SQL Server Integration Services
Development Applications
1 9 (6.34%) JIRA
2 7 (4.93%) ERwin
2 7 (4.93%) PowerDesigner
3 3 (2.11%) Terragrunt
4 2 (1.41%) IntelliJ
4 2 (1.41%) Jenkins
5 1 (0.70%) Git
5 1 (0.70%) GitLab
5 1 (0.70%) Hudson
5 1 (0.70%) JMeter
5 1 (0.70%) Maven
5 1 (0.70%) SonarQube
5 1 (0.70%) Sonatype Nexus
5 1 (0.70%) TeamCity
5 1 (0.70%) Zephyr
General
1 142 (100.00%) Analytical Skills
2 94 (66.20%) Social Skills
3 48 (33.80%) Finance
4 16 (11.27%) Presentation Skills
5 11 (7.75%) Banking
5 11 (7.75%) Marketing
6 8 (5.63%) Automotive
6 8 (5.63%) Investment Banking
6 8 (5.63%) Retail
7 7 (4.93%) Influencing Skills
7 7 (4.93%) Public Sector
8 6 (4.23%) Inclusion and Diversity
8 6 (4.23%) Legal
8 6 (4.23%) Organisational Skills
9 5 (3.52%) Billing
9 5 (3.52%) Telecoms
10 4 (2.82%) Advertising
10 4 (2.82%) Manufacturing
10 4 (2.82%) Pharmaceutical
11 3 (2.11%) Electronics
Job Titles
1 34 (23.94%) Analyst
2 23 (16.20%) Business Analyst
3 21 (14.79%) Architect
4 11 (7.75%) Developer
4 11 (7.75%) Senior
5 9 (6.34%) Lead
5 9 (6.34%) Solutions Architect
6 7 (4.93%) Infrastructure Architect
7 6 (4.23%) Data Modeller
8 5 (3.52%) Consultant
8 5 (3.52%) Data Engineer
9 4 (2.82%) Coordinator
9 4 (2.82%) Data Architect
9 4 (2.82%) Infrastructure Solutions Architect
9 4 (2.82%) Product Owner
9 4 (2.82%) Project Manager
9 4 (2.82%) Quantitative Developer
9 4 (2.82%) SAP Consultant
9 4 (2.82%) SAP EWM Consultant
9 4 (2.82%) Senior Analyst
Libraries, Frameworks & Software Standards
1 5 (3.52%) Middleware
2 3 (2.11%) Kafka
3 2 (1.41%) React
3 2 (1.41%) RESTful
3 2 (1.41%) Spring
3 2 (1.41%) Spring Boot
4 1 (0.70%) .NET
4 1 (0.70%) Ajax
4 1 (0.70%) CSS
4 1 (0.70%) EDI
4 1 (0.70%) Hibernate
4 1 (0.70%) HTML
4 1 (0.70%) J2EE
4 1 (0.70%) JMS
4 1 (0.70%) JSP
4 1 (0.70%) Servlets
4 1 (0.70%) SOAP
4 1 (0.70%) Struts
4 1 (0.70%) VML
4 1 (0.70%) Web Services
Miscellaneous
1 14 (9.86%) Management Information System
2 9 (6.34%) Data Centre
2 9 (6.34%) Product Ownership
3 7 (4.93%) Data Structures
3 7 (4.93%) Self-Motivation
4 6 (4.23%) IoT
4 6 (4.23%) Replication
5 5 (3.52%) Derivative
5 5 (3.52%) Digital Media
5 5 (3.52%) Industry 4.0
5 5 (3.52%) Legacy Systems
5 5 (3.52%) Mainframe
6 4 (2.82%) Distributed Systems
6 4 (2.82%) Life Science
6 4 (2.82%) Onboarding
7 3 (2.11%) Foreign Exchange (FX)
7 3 (2.11%) LIMS
8 2 (1.41%) Data Protection Act
8 2 (1.41%) Driving Licence
8 2 (1.41%) Social Media
Operating Systems
1 11 (7.75%) Linux
2 7 (4.93%) Windows
3 6 (4.23%) HPUX
3 6 (4.23%) Red Hat Enterprise Linux
3 6 (4.23%) Solaris
4 2 (1.41%) Unix
Processes & Methodologies
1 74 (52.11%) Problem-Solving
2 50 (35.21%) Agile
3 38 (26.76%) Stakeholder Management
4 31 (21.83%) Decision-Making
5 28 (19.72%) Project Management
6 27 (19.01%) Analytics
7 26 (18.31%) Continuous Improvement
8 22 (15.49%) Risk Management
9 19 (13.38%) Data Analysis
9 19 (13.38%) Roadmaps
10 18 (12.68%) Change Management
10 18 (12.68%) Computer Science
11 17 (11.97%) Actionable Insight
11 17 (11.97%) DevOps
11 17 (11.97%) Stakeholder Engagement
12 16 (11.27%) Critical Thinking
12 16 (11.27%) User Acceptance Testing
13 15 (10.56%) Data Management
14 13 (9.15%) Data Modelling
14 13 (9.15%) Process Management
Programming Languages
1 14 (9.86%) Python
2 11 (7.75%) SQL
3 6 (4.23%) Java
4 4 (2.82%) Haskell
4 4 (2.82%) JavaScript
4 4 (2.82%) OCaml
4 4 (2.82%) Scala
4 4 (2.82%) TypeScript
5 3 (2.11%) PowerShell
5 3 (2.11%) VBA
6 2 (1.41%) C#
6 2 (1.41%) C++
7 1 (0.70%) PL/SQL
7 1 (0.70%) Shell Script
Qualifications
1 35 (24.65%) Degree
2 15 (10.56%) Computer Science Degree
3 10 (7.04%) PMP
3 10 (7.04%) Security Cleared
4 8 (5.63%) PMI Certification
5 7 (4.93%) SC Cleared
6 3 (2.11%) CBAP
7 2 (1.41%) BPSS Clearance
7 2 (1.41%) DV Cleared
7 2 (1.41%) ISTQB
7 2 (1.41%) Master's Degree
8 1 (0.70%) Azure Certification
8 1 (0.70%) CCIE
8 1 (0.70%) CCIE Data Center
8 1 (0.70%) CCNP
8 1 (0.70%) Cisco Certification
8 1 (0.70%) CISSP
8 1 (0.70%) MBA
8 1 (0.70%) Microsoft Certification
8 1 (0.70%) Oracle Certification
Quality Assurance & Compliance
1 17 (11.97%) QA
2 13 (9.15%) Data Quality
3 8 (5.63%) PMO
4 4 (2.82%) Accessibility
5 3 (2.11%) GxP
5 3 (2.11%) HIPAA
6 2 (1.41%) Actionable Recommendations
6 2 (1.41%) COBIT
6 2 (1.41%) GDPR
6 2 (1.41%) NIST
7 1 (0.70%) Cyber Essentials
7 1 (0.70%) Cyber Essentials PLUS
7 1 (0.70%) GRC
7 1 (0.70%) IFRS
7 1 (0.70%) IFRS 17
7 1 (0.70%) ISO 14001
7 1 (0.70%) ISO/IEC 27001
7 1 (0.70%) JSP 440
7 1 (0.70%) NCSC
7 1 (0.70%) Software Quality Assurance
System Software
1 2 (1.41%) Docker
1 2 (1.41%) Virtual Machines
2 1 (0.70%) Active Directory
Systems Management
1 7 (4.93%) Terraform
2 2 (1.41%) Ansible
2 2 (1.41%) HP ALM
2 2 (1.41%) Kubernetes
3 1 (0.70%) EMC NetWorker
3 1 (0.70%) HP Quality Center
Vendors
1 20 (14.08%) Microsoft
1 20 (14.08%) SAP
2 7 (4.93%) IBM
2 7 (4.93%) Sparx
3 6 (4.23%) Sun
4 5 (3.52%) Unisys
5 3 (2.11%) Cisco
5 3 (2.11%) comScore
5 3 (2.11%) Databricks
5 3 (2.11%) Facebook
5 3 (2.11%) Google
5 3 (2.11%) HP
5 3 (2.11%) MicroStrategy
5 3 (2.11%) Oracle
5 3 (2.11%) Salesforce
5 3 (2.11%) ServiceNow
6 2 (1.41%) Nokia
6 2 (1.41%) Workday
6 2 (1.41%) Wrike
6 2 (1.41%) YouTube