Analytical Mindset Contract Job Trends

Analytical Mindset
UK

The table below looks at the prevalence of the term Analytical Mindset in contract job vacancies. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Analytical Mindset over the 6 months leading up to 1 November 2025, comparing them to the same period in the previous two years.

6 months to
1 Nov 2025
Same period 2024 Same period 2023
Rank 279 437 473
Rank change year-on-year +158 +36 +159
Contract jobs citing Analytical Mindset 324 116 154
As % of all contract jobs in the UK 0.94% 0.32% 0.33%
As % of the Miscellaneous category 2.64% 1.03% 1.02%
Number of daily rates quoted 207 64 107
10th Percentile £238 £225 £104
25th Percentile £371 £263 £205
Median daily rate (50th Percentile) £500 £456 £450
Median % change year-on-year +9.59% +1.39% +6.19%
75th Percentile £594 £575 £614
90th Percentile £675 £638 £725
UK excluding London median daily rate £450 £450 £375
% change year-on-year - +20.00% +78.57%
Number of hourly rates quoted 17 12 7
10th Percentile - - £16.65
25th Percentile £18.25 £11.75 £17.63
Median hourly rate £30.00 £19.25 £22.50
Median % change year-on-year +55.84% -14.44% -56.92%
75th Percentile £57.00 £22.30 £37.63
90th Percentile £79.00 £23.94 £51.30
UK excluding London median hourly rate £55.00 £14.00 £20.75
% change year-on-year +292.86% -32.53% -51.70%

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 contract job vacancies requiring generic IT skills.

Contract vacancies with a requirement for generic IT skills 12,281 11,227 15,106
As % of all contract IT jobs advertised in the UK 35.78% 30.69% 32.03%
Number of daily rates quoted 7,554 6,662 10,232
10th Percentile £283 £275 £285
25th Percentile £406 £410 £425
Median daily rate (50th Percentile) £513 £527 £550
Median % change year-on-year -2.71% -4.23% -
75th Percentile £638 £663 £673
90th Percentile £750 £788 £775
UK excluding London median daily rate £475 £493 £500
% change year-on-year -3.65% -1.40% -
Number of hourly rates quoted 669 352 492
10th Percentile £13.50 £16.87 £16.93
25th Percentile £18.00 £22.47 £21.00
Median hourly rate £27.00 £41.25 £44.25
Median % change year-on-year -34.55% -6.78% +64.01%
75th Percentile £50.00 £70.00 £65.00
90th Percentile £72.50 £75.16 £78.00
UK excluding London median hourly rate £25.15 £45.00 £46.18
% change year-on-year -44.11% -2.56% +100.78%

Analytical Mindset
Job Vacancy Trend

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

Analytical Mindset job vacancy trend in the UK

Analytical Mindset
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Analytical Mindset.

Contractor daily rate distribution trend for jobs in the UK citing Analytical Mindset

Analytical Mindset
Daily Rate Histogram

Daily rate distribution for jobs citing Analytical Mindset over the 6 months to 1 November 2025.

Daily rate histogram for Analytical Mindset in the UK

Analytical Mindset
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing Analytical Mindset.

Contractor hourly rate distribution trend for jobs in the UK citing Analytical Mindset

Analytical Mindset
Hourly Rate Histogram

Hourly rate distribution of jobs citing Analytical Mindset over the 6 months to 1 November 2025.

Hourly rate histogram for Analytical Mindset in the UK

Analytical Mindset
Top 17 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytical Mindset within the UK over the 6 months to 1 November 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 +139 287 £485 +7.78% 445
UK excluding London +91 156 £450 - 335
London +81 140 £525 +23.59% 220
Work from Home +42 72 £425 +54.55% 217
North of England -10 46 £550 +34.15% 38
South East +34 39 £318 -29.44% 184
Midlands - 27 £318 - 42
North West -7 25 £460 -0.54% 26
Yorkshire -11 21 £563 +60.71% 7
West Midlands - 17 £289 - 26
Scotland +11 16 £500 - 7
East of England +3 15 £606 +21.13% 42
South West +11 12 £588 +11.90% 18
East Midlands - 10 £340 - 14
Wales - 3 £588 - 7
Northern Ireland -10 1 - - 5
North East - 1 £550 - 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 14 (4.32%) Confluence
1 14 (4.32%) SharePoint
2 5 (1.54%) Anypoint
3 2 (0.62%) CMS
4 1 (0.31%) Apache Spark
Applications
1 41 (12.65%) Microsoft Excel
2 15 (4.63%) Microsoft Office
3 11 (3.40%) Siemens NX
4 10 (3.09%) Microsoft PowerPoint
5 6 (1.85%) Microsoft Project
5 6 (1.85%) MS Visio
6 3 (0.93%) Navisworks
6 3 (0.93%) Revit
7 2 (0.62%) Adobe Creative Suite
7 2 (0.62%) ProjectWise
7 2 (0.62%) Sketch
7 2 (0.62%) Spreadsheet
8 1 (0.31%) Notion
Business Applications
1 13 (4.01%) SAP S/4HANA
2 11 (3.40%) Teamcenter
3 5 (1.54%) Dynamics CRM
4 4 (1.23%) Payment Gateway
4 4 (1.23%) Salesforce CRM
4 4 (1.23%) SAP CO
4 4 (1.23%) SAP FI
4 4 (1.23%) SAP FI/CO
4 4 (1.23%) SAP MDG
4 4 (1.23%) SAP PS
5 3 (0.93%) Endur
5 3 (0.93%) Oracle EBS
5 3 (0.93%) Sparx Enterprise Architect
6 1 (0.31%) Actimize
6 1 (0.31%) Dynamics AX
6 1 (0.31%) Elite 3E
6 1 (0.31%) IntelliMatch
6 1 (0.31%) Remedy ITSM
6 1 (0.31%) SAP Oil and Gas
6 1 (0.31%) Workday HCM
Cloud Services
1 44 (13.58%) Azure
2 39 (12.04%) Power Platform
3 38 (11.73%) AWS
4 17 (5.25%) GCP
5 11 (3.40%) Azure DevOps
6 10 (3.09%) SaaS
7 7 (2.16%) Contentsquare
8 6 (1.85%) Collibra
8 6 (1.85%) Dynamics 365
8 6 (1.85%) Microsoft 365
9 5 (1.54%) GitHub
9 5 (1.54%) PowerApps
10 4 (1.23%) Azure Sentinel
10 4 (1.23%) Cloud Computing
10 4 (1.23%) Google Data Studio
11 3 (0.93%) Adobe Analytics
11 3 (0.93%) Azure AKS
11 3 (0.93%) Google Tag Manager
11 3 (0.93%) OpenShift
11 3 (0.93%) WhatsApp
Communications & Networking
1 20 (6.17%) DNS
2 16 (4.94%) TCP/IP
3 15 (4.63%) Network Security
4 14 (4.32%) VLAN
5 12 (3.70%) DHCP
5 12 (3.70%) HTTP
5 12 (3.70%) SSL
6 11 (3.40%) Firewall
7 8 (2.47%) FTP
7 8 (2.47%) SMTP
8 4 (1.23%) LAN
9 3 (0.93%) BGP
9 3 (0.93%) SAN
9 3 (0.93%) Software-Defined Networking
10 2 (0.62%) Internet
10 2 (0.62%) SMS
11 1 (0.31%) VoIP
11 1 (0.31%) VPN
Database & Business Intelligence
1 38 (11.73%) Power BI
2 19 (5.86%) Tableau
3 11 (3.40%) SQL Server
4 8 (2.47%) BigQuery
5 7 (2.16%) Data Warehouse
6 6 (1.85%) Metadata
7 5 (1.54%) PostgreSQL
7 5 (1.54%) Power Query
8 4 (1.23%) Big Data
8 4 (1.23%) Looker
9 3 (0.93%) MongoDB
9 3 (0.93%) MSDE
9 3 (0.93%) Oracle Reports
10 2 (0.62%) BusinessObjects Business Intelligence
11 1 (0.31%) Amazon Athena
11 1 (0.31%) Data Lake
11 1 (0.31%) Electronic Patient Records
11 1 (0.31%) Oracle Database
11 1 (0.31%) Relational Database
11 1 (0.31%) TigerGraph
Development Applications
1 18 (5.56%) JIRA
2 5 (1.54%) Jenkins
3 4 (1.23%) Git
4 3 (0.93%) Bitbucket
4 3 (0.93%) IntelliJ
4 3 (0.93%) PyCharm
4 3 (0.93%) Visual Studio
4 3 (0.93%) Visual Studio Code
4 3 (0.93%) Visual Website Optimizer
5 2 (0.62%) AdminStudio
5 2 (0.62%) MSBuild
5 2 (0.62%) Team Foundation Server
6 1 (0.31%) Eclipse
6 1 (0.31%) GitLab
6 1 (0.31%) JMeter
6 1 (0.31%) JUnit
6 1 (0.31%) Locust
6 1 (0.31%) Selenium
6 1 (0.31%) SonarQube
6 1 (0.31%) TestNG
General
1 324 (100.00%) Analytical Skills
2 164 (50.62%) Social Skills
3 106 (32.72%) Finance
4 29 (8.95%) Banking
5 28 (8.64%) Public Sector
6 25 (7.72%) Manufacturing
7 24 (7.41%) Legal
8 22 (6.79%) Marketing
9 17 (5.25%) Investment Banking
10 15 (4.63%) Influencing Skills
11 13 (4.01%) Telecoms
12 11 (3.40%) Retail
13 10 (3.09%) Aerospace
13 10 (3.09%) Publishing
14 9 (2.78%) Financial Institution
15 6 (1.85%) Electronics
15 6 (1.85%) Inclusion and Diversity
16 5 (1.54%) Documentation Skills
16 5 (1.54%) Organisational Skills
16 5 (1.54%) Presentation Skills
Job Titles
1 106 (32.72%) Analyst
2 37 (11.42%) Business Analyst
3 25 (7.72%) Data Analyst
4 21 (6.48%) Lead
5 19 (5.86%) Architect
6 17 (5.25%) Consultant
7 15 (4.63%) Developer
7 15 (4.63%) Project Manager
7 15 (4.63%) Senior
8 13 (4.01%) Infrastructure Engineer
9 11 (3.40%) Infrastructure Support
9 11 (3.40%) Infrastructure Support Engineer
9 11 (3.40%) Support Engineer
10 10 (3.09%) Product Manager
10 10 (3.09%) Project Leader
10 10 (3.09%) SOC Analyst
11 8 (2.47%) IT Manager
11 8 (2.47%) Product Owner
12 7 (2.16%) ServiceNow Manager
12 7 (2.16%) Support Manager
Libraries, Frameworks & Software Standards
1 10 (3.09%) JSON
1 10 (3.09%) LDAP
2 7 (2.16%) Oracle Fusion
3 5 (1.54%) .NET
3 5 (1.54%) React
3 5 (1.54%) REST
3 5 (1.54%) SAP Fiori
3 5 (1.54%) scikit-learn
4 4 (1.23%) Pandas
4 4 (1.23%) TensorFlow
5 3 (0.93%) HTML
5 3 (0.93%) Swagger
6 2 (0.62%) .NET Framework
6 2 (0.62%) HTML5
6 2 (0.62%) NumPy
6 2 (0.62%) SailPoint
6 2 (0.62%) Software Packaging
6 2 (0.62%) XGBoost
7 1 (0.31%) Dask
7 1 (0.31%) PySpark
Miscellaneous
1 20 (6.17%) Management Information System
2 19 (5.86%) Product Ownership
3 13 (4.01%) Onboarding
4 9 (2.78%) Security Operations Centre
5 8 (2.47%) CSOC
5 8 (2.47%) Cyber Threat
5 8 (2.47%) Cyberattack
6 6 (1.85%) Algorithms
6 6 (1.85%) Cloud Native
6 6 (1.85%) Self-Motivation
7 5 (1.54%) Data Centre
7 5 (1.54%) Legacy Systems
8 4 (1.23%) Derivative
8 4 (1.23%) PMI
8 4 (1.23%) SCADA
8 4 (1.23%) Social Media
9 3 (0.93%) Contract for Difference
9 3 (0.93%) FMCG
9 3 (0.93%) Grid Computing
9 3 (0.93%) IoT
Operating Systems
1 30 (9.26%) Windows
2 22 (6.79%) Linux
3 4 (1.23%) Windows Server
4 3 (0.93%) Red Hat Enterprise Linux
5 1 (0.31%) Android
5 1 (0.31%) Unix
5 1 (0.31%) VMS
5 1 (0.31%) Windows 10
5 1 (0.31%) Windows Server 2016
Processes & Methodologies
1 125 (38.58%) Problem-Solving
2 89 (27.47%) Agile
3 74 (22.84%) Stakeholder Management
4 64 (19.75%) Continuous Improvement
5 59 (18.21%) Analytics
6 55 (16.98%) Stakeholder Engagement
7 54 (16.67%) Decision-Making
8 48 (14.81%) Business Intelligence
9 38 (11.73%) Roadmaps
10 37 (11.42%) Actionable Insight
10 37 (11.42%) Data Analysis
10 37 (11.42%) Visualisation
11 29 (8.95%) AI
12 28 (8.64%) ITIL
13 27 (8.33%) Data Governance
13 27 (8.33%) Process Improvement
14 26 (8.02%) Project Management
14 26 (8.02%) Scrum
15 25 (7.72%) DevOps
15 25 (7.72%) Risk Management
Programming Languages
1 73 (22.53%) SQL
2 50 (15.43%) Python
3 24 (7.41%) PowerShell
4 15 (4.63%) Java
5 14 (4.32%) C#
6 7 (2.16%) JavaScript
7 5 (1.54%) Bash
7 5 (1.54%) TypeScript
8 4 (1.23%) R
8 4 (1.23%) VBA
9 3 (0.93%) Korn
9 3 (0.93%) Kusto Query Language
10 2 (0.62%) BeanShell
10 2 (0.62%) Data Analysis Expressions
10 2 (0.62%) RPG
10 2 (0.62%) Shell Script
10 2 (0.62%) VB
11 1 (0.31%) Cypher
11 1 (0.31%) LookML
11 1 (0.31%) Scala
Qualifications
1 51 (15.74%) Degree
2 48 (14.81%) Security Cleared
3 40 (12.35%) SC Cleared
4 18 (5.56%) Microsoft Certification
5 14 (4.32%) Network+ Certification
6 12 (3.70%) PMI Certification
7 11 (3.40%) Azure Certification
7 11 (3.40%) Server+ Certification
8 10 (3.09%) DV Cleared
9 9 (2.78%) PMP
10 8 (2.47%) Computer Science Degree
10 8 (2.47%) Master's Degree
11 5 (1.54%) CBAP
12 4 (1.23%) CISSP
12 4 (1.23%) CSPO
13 3 (0.93%) A+ Certification
13 3 (0.93%) ACCA
13 3 (0.93%) Cisco Certification
13 3 (0.93%) HNC
13 3 (0.93%) MCSE
Quality Assurance & Compliance
1 35 (10.80%) Data Quality
2 19 (5.86%) GDPR
2 19 (5.86%) QA
3 13 (4.01%) Accessibility
4 7 (2.16%) ISO/IEC 27001
4 7 (2.16%) Sarbanes-Oxley
5 6 (1.85%) NIST
5 6 (1.85%) SLA
6 5 (1.54%) IFRS
6 5 (1.54%) MiFID
6 5 (1.54%) PMO
7 4 (1.23%) HIPAA
8 3 (0.93%) ISO 19650
9 2 (0.62%) EMIR
9 2 (0.62%) GRC
9 2 (0.62%) PCI DSS
10 1 (0.31%) COSHH
10 1 (0.31%) FIPS 140-2
10 1 (0.31%) ISO 22301
10 1 (0.31%) ISO/IEC 20000
System Software
1 11 (3.40%) Docker
1 11 (3.40%) Hyper-V
1 11 (3.40%) VMware Infrastructure
2 6 (1.85%) Active Directory
3 4 (1.23%) NDS
3 4 (1.23%) NetIQ eDirectory
4 3 (0.93%) Virtual Desktop
5 2 (0.62%) Virtual Machines
Systems Management
1 15 (4.63%) Kubernetes
2 9 (2.78%) Terraform
3 8 (2.47%) Ansible
4 4 (1.23%) SCCM
5 2 (0.62%) Computer Emergency Response Teams
5 2 (0.62%) CSIRT
5 2 (0.62%) Microsoft Intune
5 2 (0.62%) Single Sign-On
5 2 (0.62%) vRealize
6 1 (0.31%) Grafana
6 1 (0.31%) Podman
6 1 (0.31%) QRadar
Vendors
1 54 (16.67%) Microsoft
2 26 (8.02%) SAP
3 17 (5.25%) Google
4 16 (4.94%) ServiceNow
5 14 (4.32%) Oracle
6 11 (3.40%) VMware
7 10 (3.09%) Siemens
8 9 (2.78%) Adobe
9 8 (2.47%) Salesforce
10 7 (2.16%) Alteryx
11 5 (1.54%) CyberArk
11 5 (1.54%) MuleSoft
11 5 (1.54%) Splunk
12 4 (1.23%) NetIQ
13 3 (0.93%) Autodesk
13 3 (0.93%) Dell
13 3 (0.93%) Hitachi
13 3 (0.93%) Informatica
13 3 (0.93%) OpenText
13 3 (0.93%) Red Hat