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 14 December 2025, comparing them to the same period in the previous two years.

6 months to
14 Dec 2025
Same period 2024 Same period 2023
Rank 259 430 449
Rank change year-on-year +171 +19 +168
Contract jobs citing Analytical Mindset 369 134 163
As % of all contract jobs in the UK 1.01% 0.39% 0.37%
As % of the Miscellaneous category 2.88% 1.21% 1.16%
Number of daily rates quoted 242 79 102
10th Percentile £277 £225 £107
25th Percentile £371 £263 £251
Median daily rate (50th Percentile) £500 £490 £463
Median % change year-on-year +2.04% +5.95% +7.56%
75th Percentile £594 £588 £605
90th Percentile £680 £645 £660
UK excluding London median daily rate £450 £450 £400
% change year-on-year - +12.50% +263.64%
Number of hourly rates quoted 21 8 21
10th Percentile £18.25 - -
25th Percentile £24.50 £11.75 £16.25
Median hourly rate £47.50 £16.25 £18.50
Median % change year-on-year +192.31% -12.16% -69.92%
75th Percentile £75.00 £21.75 £25.25
90th Percentile £83.75 - -
UK excluding London median hourly rate £65.00 £13.50 £18.00
% change year-on-year +381.48% -25.00% -44.72%

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 12,796 11,034 14,096
As % of all contract IT jobs advertised in the UK 35.12% 31.91% 31.65%
Number of daily rates quoted 7,979 6,582 9,412
10th Percentile £275 £271 £270
25th Percentile £406 £413 £415
Median daily rate (50th Percentile) £501 £538 £550
Median % change year-on-year -6.88% -2.27% -
75th Percentile £625 £663 £668
90th Percentile £738 £775 £770
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 653 350 490
10th Percentile £13.59 £17.23 £16.54
25th Percentile £18.00 £22.55 £20.50
Median hourly rate £27.21 £33.27 £42.40
Median % change year-on-year -18.21% -21.54% +21.15%
75th Percentile £58.00 £64.94 £65.00
90th Percentile £74.26 £78.41 £77.50
UK excluding London median hourly rate £27.21 £32.50 £45.11
% change year-on-year -16.28% -27.95% +52.90%

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 14 December 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 14 December 2025.

Hourly rate histogram for Analytical Mindset in the UK

Analytical Mindset
Top 16 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 14 December 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 +130 331 £500 +2.04% 282
UK excluding London +77 171 £450 - 252
London +84 164 £513 -2.38% 77
Work from Home +79 99 £425 -5.13% 129
South East +44 55 £378 -2.58% 83
North of England -10 42 £550 +120.00% 50
Midlands -8 31 £380 - 39
North West -5 26 £460 +84.00% 34
East of England -7 19 £678 +42.63% 31
West Midlands - 19 £420 - 23
Yorkshire -32 16 £563 +90.68% 14
Scotland +15 15 £503 +11.67% 5
East Midlands -8 12 £368 - 15
South West -7 10 £650 +52.94% 42
Wales - 4 £588 - 6
North East - 1 £550 - 2

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 18 (4.88%) Confluence
2 8 (2.17%) SharePoint
3 5 (1.36%) Anypoint
4 4 (1.08%) Apache Spark
5 2 (0.54%) Adobe Experience Manager
5 2 (0.54%) CMS
6 1 (0.27%) Apache
6 1 (0.27%) Camunda
Applications
1 52 (14.09%) Microsoft Excel
2 12 (3.25%) Microsoft Office
3 11 (2.98%) MS Visio
3 11 (2.98%) Siemens NX
4 8 (2.17%) Microsoft PowerPoint
5 7 (1.90%) Microsoft Project
6 3 (0.81%) Navisworks
6 3 (0.81%) Revit
7 2 (0.54%) Adobe Creative Suite
7 2 (0.54%) Autodesk Smoke
7 2 (0.54%) ProjectWise
7 2 (0.54%) Sketch
7 2 (0.54%) Spreadsheet
8 1 (0.27%) Chatbot
8 1 (0.27%) Notion
8 1 (0.27%) Trello
Business Applications
1 11 (2.98%) Teamcenter
2 9 (2.44%) SAP S/4HANA
3 8 (2.17%) NetSuite
4 6 (1.63%) Dynamics CRM
5 4 (1.08%) Payment Gateway
5 4 (1.08%) Shopify
5 4 (1.08%) Sparx Enterprise Architect
6 3 (0.81%) Endur
6 3 (0.81%) Oracle EBS
7 1 (0.27%) Dynamics AX
7 1 (0.27%) Elite 3E
7 1 (0.27%) FLEXCUBE
7 1 (0.27%) IntelliMatch
7 1 (0.27%) Maximo
7 1 (0.27%) Oracle Procure-to-Pay
7 1 (0.27%) Primavera
7 1 (0.27%) Salesforce CRM
7 1 (0.27%) SAP EHS
7 1 (0.27%) SAP Oil and Gas
7 1 (0.27%) Workday HCM
Cloud Services
1 51 (13.82%) Azure
2 43 (11.65%) Power Platform
3 39 (10.57%) AWS
4 18 (4.88%) GCP
5 12 (3.25%) SaaS
6 11 (2.98%) Azure DevOps
7 10 (2.71%) Contentsquare
7 10 (2.71%) Dynamics 365
8 8 (2.17%) Collibra
9 7 (1.90%) GitHub
9 7 (1.90%) Microsoft 365
10 5 (1.36%) PowerApps
11 4 (1.08%) Azure Data Factory
11 4 (1.08%) Azure Sentinel
11 4 (1.08%) Cloud Computing
11 4 (1.08%) Google Analytics
11 4 (1.08%) Google Data Studio
11 4 (1.08%) Lucidchart
11 4 (1.08%) Snowflake
12 3 (0.81%) Adobe Analytics
Communications & Networking
1 29 (7.86%) DNS
2 22 (5.96%) Network Security
3 18 (4.88%) TCP/IP
4 17 (4.61%) HTTP
4 17 (4.61%) SSL
5 14 (3.79%) VLAN
6 13 (3.52%) FTP
6 13 (3.52%) SMTP
7 12 (3.25%) DHCP
8 9 (2.44%) Firewall
9 6 (1.63%) LAN
10 5 (1.36%) BGP
11 4 (1.08%) SAN
12 3 (0.81%) Software-Defined Networking
13 2 (0.54%) Internet
13 2 (0.54%) MPLS
13 2 (0.54%) SMS
13 2 (0.54%) SNMP
13 2 (0.54%) TACACS
13 2 (0.54%) WAN
Database & Business Intelligence
1 42 (11.38%) Power BI
2 18 (4.88%) Tableau
3 10 (2.71%) Data Warehouse
3 10 (2.71%) SQL Server
4 9 (2.44%) BigQuery
5 7 (1.90%) BusinessObjects Business Intelligence
5 7 (1.90%) Metadata
6 6 (1.63%) Big Data
7 5 (1.36%) PostgreSQL
7 5 (1.36%) Power Query
8 4 (1.08%) Looker
9 3 (0.81%) Data Mart
9 3 (0.81%) MongoDB
9 3 (0.81%) MSDE
9 3 (0.81%) Neo4j
9 3 (0.81%) NoSQL
9 3 (0.81%) Oracle Reports
10 2 (0.54%) Data Lake
10 2 (0.54%) Relational Database
10 2 (0.54%) Weaviate
Development Applications
1 30 (8.13%) JIRA
2 5 (1.36%) Git
3 4 (1.08%) Bitbucket
3 4 (1.08%) Jenkins
4 3 (0.81%) IntelliJ
4 3 (0.81%) PyCharm
4 3 (0.81%) Visual Studio
4 3 (0.81%) Visual Studio Code
4 3 (0.81%) Visual Website Optimizer
5 2 (0.54%) MSBuild
5 2 (0.54%) SonarQube
5 2 (0.54%) Team Foundation Server
6 1 (0.27%) Eclipse
6 1 (0.27%) JMeter
6 1 (0.27%) Locust
General
1 368 (99.73%) Analytical Skills
2 197 (53.39%) Social Skills
3 131 (35.50%) Finance
4 35 (9.49%) Banking
5 31 (8.40%) Public Sector
6 27 (7.32%) Marketing
7 24 (6.50%) Manufacturing
8 23 (6.23%) Legal
9 18 (4.88%) Investment Banking
10 13 (3.52%) Telecoms
11 12 (3.25%) Financial Institution
12 11 (2.98%) Aerospace
12 11 (2.98%) Influencing Skills
12 11 (2.98%) Retail
13 10 (2.71%) Publishing
14 7 (1.90%) Back Office
14 7 (1.90%) Electronics
14 7 (1.90%) Organisational Skills
15 6 (1.63%) Military
15 6 (1.63%) Presentation Skills
Job Titles
1 106 (28.73%) Analyst
2 39 (10.57%) Business Analyst
3 23 (6.23%) Architect
4 22 (5.96%) Data Analyst
5 20 (5.42%) Lead
6 18 (4.88%) Consultant
6 18 (4.88%) Senior
7 16 (4.34%) Developer
8 15 (4.07%) Project Manager
8 15 (4.07%) SOC Analyst
9 14 (3.79%) Support Engineer
10 13 (3.52%) Infrastructure Engineer
11 11 (2.98%) Infrastructure Support
11 11 (2.98%) Infrastructure Support Engineer
11 11 (2.98%) Product Manager
11 11 (2.98%) Project Leader
12 9 (2.44%) Product Owner
13 8 (2.17%) IT Manager
14 7 (1.90%) Data Manager
14 7 (1.90%) ServiceNow Manager
Libraries, Frameworks & Software Standards
1 15 (4.07%) LDAP
2 11 (2.98%) JSON
3 8 (2.17%) REST
3 8 (2.17%) TensorFlow
4 6 (1.63%) scikit-learn
5 5 (1.36%) .NET
5 5 (1.36%) HTML
5 5 (1.36%) Oracle Fusion
5 5 (1.36%) PyTorch
5 5 (1.36%) React
6 4 (1.08%) EDI
6 4 (1.08%) Node.js
6 4 (1.08%) Pandas
7 3 (0.81%) Dask
7 3 (0.81%) Google JAX
7 3 (0.81%) JAX
7 3 (0.81%) LightGBM
7 3 (0.81%) Middleware
7 3 (0.81%) Swagger
7 3 (0.81%) XGBoost
Miscellaneous
1 28 (7.59%) Management Information System
2 20 (5.42%) Product Ownership
3 16 (4.34%) Onboarding
4 13 (3.52%) CSOC
4 13 (3.52%) Cyber Threat
4 13 (3.52%) Cyberattack
4 13 (3.52%) Security Operations Centre
5 9 (2.44%) Derivative
6 8 (2.17%) Algorithms
6 8 (2.17%) Data Centre
6 8 (2.17%) Self-Motivation
7 6 (1.63%) Cloud Native
7 6 (1.63%) PMI
8 4 (1.08%) Fixed Income
8 4 (1.08%) Hybrid Cloud
8 4 (1.08%) Legacy Systems
8 4 (1.08%) SCADA
8 4 (1.08%) Social Media
9 3 (0.81%) Enterprise Software
9 3 (0.81%) IoT
Operating Systems
1 34 (9.21%) Windows
2 25 (6.78%) Linux
3 7 (1.90%) Windows Server
4 3 (0.81%) Red Hat Enterprise Linux
5 2 (0.54%) VMS
6 1 (0.27%) Android
6 1 (0.27%) Unix
6 1 (0.27%) Windows Server 2016
Processes & Methodologies
1 146 (39.57%) Problem-Solving
2 104 (28.18%) Agile
3 88 (23.85%) Stakeholder Management
4 68 (18.43%) Continuous Improvement
5 66 (17.89%) Analytics
6 62 (16.80%) Decision-Making
7 60 (16.26%) Stakeholder Engagement
8 56 (15.18%) Business Intelligence
9 42 (11.38%) Roadmaps
10 38 (10.30%) AI
10 38 (10.30%) Visualisation
11 35 (9.49%) Actionable Insight
12 34 (9.21%) Data Analysis
12 34 (9.21%) Data Governance
13 33 (8.94%) Risk Management
14 32 (8.67%) ITIL
15 31 (8.40%) Scrum
16 29 (7.86%) DevOps
16 29 (7.86%) Machine Learning
16 29 (7.86%) User Experience
Programming Languages
1 86 (23.31%) SQL
2 62 (16.80%) Python
3 33 (8.94%) PowerShell
4 17 (4.61%) Java
5 16 (4.34%) C#
6 8 (2.17%) JavaScript
7 7 (1.90%) TypeScript
8 5 (1.36%) Bash
9 4 (1.08%) Data Analysis Expressions
9 4 (1.08%) Kusto Query Language
9 4 (1.08%) R
10 3 (0.81%) Korn
10 3 (0.81%) VBA
11 2 (0.54%) BeanShell
11 2 (0.54%) C++
11 2 (0.54%) Go
11 2 (0.54%) RPG
11 2 (0.54%) Shell Script
12 1 (0.27%) Cypher
12 1 (0.27%) VB
Qualifications
1 67 (18.16%) Security Cleared
2 65 (17.62%) Degree
3 54 (14.63%) SC Cleared
4 19 (5.15%) DV Cleared
4 19 (5.15%) Microsoft Certification
5 18 (4.88%) PMI Certification
6 15 (4.07%) Network+ Certification
7 14 (3.79%) Master's Degree
8 13 (3.52%) PMP
9 12 (3.25%) Computer Science Degree
10 11 (2.98%) Azure Certification
10 11 (2.98%) Server+ Certification
11 8 (2.17%) CSPO
12 7 (1.90%) CBAP
13 6 (1.63%) Cisco Certification
14 5 (1.36%) CISSP
15 4 (1.08%) A+ Certification
15 4 (1.08%) CCNA
15 4 (1.08%) MCSE
16 3 (0.81%) HNC
Quality Assurance & Compliance
1 38 (10.30%) Data Quality
2 28 (7.59%) QA
3 24 (6.50%) GDPR
4 12 (3.25%) Accessibility
5 6 (1.63%) PMO
5 6 (1.63%) Sarbanes-Oxley
5 6 (1.63%) SLA
6 5 (1.36%) ISO/IEC 27001
6 5 (1.36%) NIST
7 4 (1.08%) HIPAA
7 4 (1.08%) MiFID
8 3 (0.81%) GRC
8 3 (0.81%) ISO 19650
8 3 (0.81%) PCI DSS
9 2 (0.54%) EMIR
9 2 (0.54%) Solvency II
10 1 (0.27%) Actionable Recommendations
10 1 (0.27%) COSHH
10 1 (0.27%) FIPS 140-2
10 1 (0.27%) ISO 22301
System Software
1 12 (3.25%) Active Directory
1 12 (3.25%) Docker
2 11 (2.98%) Hyper-V
2 11 (2.98%) VMware Infrastructure
3 4 (1.08%) NDS
3 4 (1.08%) NetIQ eDirectory
4 3 (0.81%) Virtual Desktop
4 3 (0.81%) Virtual Machines
5 1 (0.27%) Xen
Systems Management
1 15 (4.07%) Kubernetes
2 11 (2.98%) Ansible
3 9 (2.44%) Terraform
4 5 (1.36%) SCCM
5 3 (0.81%) SCOM
5 3 (0.81%) vCenter Server
6 2 (0.54%) Microsoft Intune
6 2 (0.54%) Single Sign-On
6 2 (0.54%) vRealize
7 1 (0.27%) Kibana
7 1 (0.27%) Suricata
Vendors
1 65 (17.62%) Microsoft
2 29 (7.86%) SAP
3 18 (4.88%) Google
4 15 (4.07%) ServiceNow
5 14 (3.79%) Oracle
5 14 (3.79%) VMware
6 13 (3.52%) Adobe
7 10 (2.71%) Siemens
8 9 (2.44%) Salesforce
9 7 (1.90%) Alteryx
9 7 (1.90%) Databricks
10 5 (1.36%) CyberArk
10 5 (1.36%) MuleSoft
11 4 (1.08%) Cisco
11 4 (1.08%) Dell
11 4 (1.08%) Informatica
11 4 (1.08%) Murex
11 4 (1.08%) NetIQ
11 4 (1.08%) Sparx
11 4 (1.08%) Splunk