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 21 August 2026, comparing them to the same period in the previous two years.

6 months to
21 Aug 2026
Same period 2025 Same period 2024
Rank 330 307 467
Rank change year-on-year -23 +160 +26
Contract jobs citing Analytical Mindset 375 262 108
As % of all contract jobs in the UK 0.70% 0.80% 0.28%
As % of the Miscellaneous category 2.08% 2.27% 0.91%
Number of daily rates quoted 219 157 62
10th Percentile £185 £313 £263
25th Percentile £400 £400 £380
Median daily rate (50th Percentile) £500 £475 £525
Median % change year-on-year +5.26% -9.52% -
75th Percentile £600 £588 £588
90th Percentile £671 £671 £693
UK excluding London median daily rate £475 £450 £500
% change year-on-year +5.56% -10.00% +2.56%
Number of hourly rates quoted 25 13 25
10th Percentile £19.10 £28.35 -
25th Percentile £35.00 £45.00 £11.75
Median hourly rate £47.00 £65.00 £13.50
Median % change year-on-year -27.69% +381.48% -40.00%
75th Percentile £63.75 £81.01 £19.50
90th Percentile £67.84 £81.35 £23.06
UK excluding London median hourly rate £59.07 £75.34 £13.50
% change year-on-year -21.60% +458.06% -31.65%

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 18,016 11,546 11,834
As % of all contract IT jobs advertised in the UK 33.64% 35.22% 30.41%
Number of daily rates quoted 10,919 7,102 7,540
10th Percentile £322 £300 £300
25th Percentile £425 £406 £425
Median daily rate (50th Percentile) £525 £520 £550
Median % change year-on-year +0.96% -5.45% -
75th Percentile £638 £638 £675
90th Percentile £750 £763 £823
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 1,041 571 585
10th Percentile £14.88 £15.13 £12.30
25th Percentile £19.34 £18.87 £18.27
Median hourly rate £43.50 £30.00 £45.00
Median % change year-on-year +45.00% -33.33% +10.31%
75th Percentile £68.75 £57.50 £67.50
90th Percentile £85.00 £76.25 £75.00
UK excluding London median hourly rate £43.96 £30.00 £47.50
% change year-on-year +46.53% -36.84% +11.76%

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 21 August 2026.

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 21 August 2026.

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 21 August 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England -32 346 £500 +8.11% 177
UK excluding London -46 185 £475 +5.56% 132
London -27 171 £540 +2.86% 79
Work from Home -39 81 £533 +21.16% 84
South East -27 60 £541 +43.38% 38
North of England -76 40 £477 +5.89% 35
South West -30 32 £350 -33.33% 26
Midlands -37 30 £531 +57.41% 19
West Midlands -35 27 £563 +112.26% 12
North West -39 27 £495 +10.00% 23
East of England -20 12 £475 -22.45% 7
Yorkshire -45 12 £190 -57.78% 10
Wales -10 7 - - 2
Scotland -23 7 £127 -74.60% 4
East Midlands -22 3 £375 - 7
North East - 1 - - 3

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 (4.80%) Confluence
2 5 (1.33%) CMS
3 4 (1.07%) Apache Airflow
3 4 (1.07%) OpenStack
3 4 (1.07%) SAS
4 3 (0.80%) SharePoint
5 1 (0.27%) Apache Spark
5 1 (0.27%) Camunda
5 1 (0.27%) Mendix
5 1 (0.27%) Microsoft Exchange
Applications
1 30 (8.00%) Microsoft Excel
2 28 (7.47%) Microsoft Office
3 16 (4.27%) Microsoft PowerPoint
4 12 (3.20%) MS Visio
5 6 (1.60%) Spreadsheet
6 2 (0.53%) Microsoft Project
7 1 (0.27%) Adobe XD
7 1 (0.27%) Gliffy
Business Applications
1 10 (2.67%) Finacle
2 6 (1.60%) SAP S/4HANA
3 5 (1.33%) Aladdin
3 5 (1.33%) Fidessa
4 4 (1.07%) Oracle Procure-to-Pay
4 4 (1.07%) Remedy ITSM
5 3 (0.80%) iTrent
6 2 (0.53%) Actimize
6 2 (0.53%) NetSuite
6 2 (0.53%) Oracle Retail
6 2 (0.53%) Sparx Enterprise Architect
7 1 (0.27%) Loan IQ
7 1 (0.27%) Oracle EBS R12
7 1 (0.27%) Oracle SCM
7 1 (0.27%) ResourceLink
7 1 (0.27%) Teamcenter
Cloud Services
1 48 (12.80%) Azure
2 36 (9.60%) AWS
3 34 (9.07%) Power Platform
4 26 (6.93%) Microsoft 365
5 19 (5.07%) Entra ID
6 18 (4.80%) SaaS
7 13 (3.47%) GCP
7 13 (3.47%) GitHub
7 13 (3.47%) Snowflake
8 10 (2.67%) Azure DevOps
9 4 (1.07%) Microsoft Copilot
9 4 (1.07%) OpenShift
9 4 (1.07%) Power Automate
10 3 (0.80%) Amazon OpenSearch
10 3 (0.80%) Amazon S3
10 3 (0.80%) Apigee
10 3 (0.80%) Azure Sentinel
10 3 (0.80%) GitHub Actions
10 3 (0.80%) Salesforce Einstein
11 2 (0.53%) Lucidchart
Communications & Networking
1 41 (10.93%) SAN
2 14 (3.73%) WAN
3 11 (2.93%) LAN
3 11 (2.93%) TCP/IP
4 10 (2.67%) BGP
5 9 (2.40%) MPLS
6 7 (1.87%) Wi-Fi
7 6 (1.60%) Firewall
7 6 (1.60%) SNMP
7 6 (1.60%) TACACS
7 6 (1.60%) VPN
8 5 (1.33%) DNS
8 5 (1.33%) Network Security
8 5 (1.33%) SD-WAN
8 5 (1.33%) VLAN
9 4 (1.07%) Broadband
10 3 (0.80%) Internet
10 3 (0.80%) NAS
10 3 (0.80%) OSPF
11 2 (0.53%) SSL
Database & Business Intelligence
1 34 (9.07%) Power BI
2 15 (4.00%) Relational Database
3 14 (3.73%) Tableau
4 10 (2.67%) Data Warehouse
4 10 (2.67%) Oracle Database
4 10 (2.67%) RDBMS
5 5 (1.33%) Metadata
5 5 (1.33%) PostgreSQL
6 4 (1.07%) BusinessObjects
6 4 (1.07%) Data Lake
6 4 (1.07%) Power Query
6 4 (1.07%) SAS Enterprise Guide
6 4 (1.07%) SAS Visual Analytics
7 3 (0.80%) Data Mining
7 3 (0.80%) MySQL
7 3 (0.80%) SQL Server
8 2 (0.53%) Amazon Redshift
8 2 (0.53%) Azure SQL Database
8 2 (0.53%) KDB
8 2 (0.53%) NoSQL
Development Applications
1 38 (10.13%) JIRA
2 4 (1.07%) Cypress.io
2 4 (1.07%) Git
2 4 (1.07%) GitLab
2 4 (1.07%) Jenkins
3 3 (0.80%) Bitbucket
3 3 (0.80%) Selenium
4 2 (0.53%) Mocha
4 2 (0.53%) Oracle Forms
5 1 (0.27%) Appium
5 1 (0.27%) Atlassian Bamboo
5 1 (0.27%) Browser DevTools
5 1 (0.27%) Capybara
5 1 (0.27%) Gatling
5 1 (0.27%) JMeter
5 1 (0.27%) LoadRunner
5 1 (0.27%) NUnit
5 1 (0.27%) Robot Framework
5 1 (0.27%) RSpec
5 1 (0.27%) TestRail
General
1 375 (100.00%) Analytical Skills
2 195 (52.00%) Social Skills
3 104 (27.73%) Finance
4 41 (10.93%) Banking
4 41 (10.93%) Public Sector
5 23 (6.13%) Front Office
6 22 (5.87%) Legal
6 22 (5.87%) Manufacturing
6 22 (5.87%) Telecoms
7 21 (5.60%) Marketing
8 16 (4.27%) Back Office
8 16 (4.27%) Local Government
9 15 (4.00%) Documentation Skills
10 13 (3.47%) Organisational Skills
11 9 (2.40%) Influencing Skills
11 9 (2.40%) Retail
12 8 (2.13%) Investment Banking
12 8 (2.13%) Pharmaceutical
12 8 (2.13%) Presentation Skills
13 5 (1.33%) Billing
Job Titles
1 81 (21.60%) Analyst
2 48 (12.80%) Business Analyst
3 43 (11.47%) IT Engineer
4 38 (10.13%) Field Engineer
4 38 (10.13%) Field Service Engineer
5 26 (6.93%) Senior
6 23 (6.13%) Support Engineer
7 22 (5.87%) Architect
8 21 (5.60%) IT Support
9 19 (5.07%) Developer
10 18 (4.80%) Consultant
11 17 (4.53%) Data Analyst
11 17 (4.53%) IT Support Engineer
11 17 (4.53%) Lead
12 13 (3.47%) Applications Support
13 12 (3.20%) Field Support Engineer
14 11 (2.93%) Product Manager
14 11 (2.93%) Product Owner
15 10 (2.67%) Security Analyst
15 10 (2.67%) Systems Support
Libraries, Frameworks & Software Standards
1 11 (2.93%) REST
2 10 (2.67%) Terraform
3 6 (1.60%) NETCONF
3 6 (1.60%) OpenConfig
3 6 (1.60%) RESTCONF
3 6 (1.60%) RESTful
3 6 (1.60%) YANG
4 5 (1.33%) .NET
4 5 (1.33%) FIX Protocol
4 5 (1.33%) SailPoint
4 5 (1.33%) XML
5 4 (1.07%) JSON
5 4 (1.07%) Kafka
5 4 (1.07%) PySpark
6 3 (0.80%) 802.1X
6 3 (0.80%) Lightning Web Components
6 3 (0.80%) Microsoft Graph
6 3 (0.80%) OAuth
6 3 (0.80%) PyTorch
7 2 (0.53%) Chai
Miscellaneous
1 49 (13.07%) Data Centre
2 30 (8.00%) Product Ownership
3 27 (7.20%) Onboarding
4 12 (3.20%) Operational Technology
5 11 (2.93%) Cloud Native
5 11 (2.93%) Self-Motivation
5 11 (2.93%) SWIFT Messaging Network
6 10 (2.67%) Management Information System
7 9 (2.40%) Data Protection Act
7 9 (2.40%) Distributed Systems
7 9 (2.40%) Social Media
8 8 (2.13%) Life Science
8 8 (2.13%) SCADA
9 7 (1.87%) CMDB
9 7 (1.87%) Data Structures
9 7 (1.87%) Equities
9 7 (1.87%) Hybrid Cloud
9 7 (1.87%) Legacy Systems
9 7 (1.87%) Web Conferencing
10 6 (1.60%) Fixed Income
Operating Systems
1 39 (10.40%) Windows
2 14 (3.73%) Linux
3 8 (2.13%) Apple iOS
3 8 (2.13%) Unix
4 6 (1.60%) Windows Server
5 5 (1.33%) Android
5 5 (1.33%) Mac OS
6 2 (0.53%) AIX
6 2 (0.53%) HPUX
6 2 (0.53%) Oracle Linux
6 2 (0.53%) Red Hat Enterprise Linux
6 2 (0.53%) Solaris
6 2 (0.53%) SUSE
6 2 (0.53%) Windows 10
Processes & Methodologies
1 153 (40.80%) Problem-Solving
2 99 (26.40%) Stakeholder Management
3 95 (25.33%) Agile
4 72 (19.20%) Continuous Improvement
5 58 (15.47%) AI
6 51 (13.60%) Analytics
7 50 (13.33%) Business Analysis
8 49 (13.07%) Stakeholder Engagement
9 47 (12.53%) Validation
10 43 (11.47%) Customer Service
11 39 (10.40%) Migration
11 39 (10.40%) User Stories
11 39 (10.40%) Workshop Facilitation
12 38 (10.13%) Break/Fix
13 37 (9.87%) Business Intelligence
14 36 (9.60%) DevOps
15 35 (9.33%) Process Improvement
16 34 (9.07%) Roadmaps
17 33 (8.80%) User Acceptance Testing
18 31 (8.27%) Scrum
Programming Languages
1 69 (18.40%) SQL
2 50 (13.33%) Python
3 16 (4.27%) PowerShell
4 11 (2.93%) C#
5 8 (2.13%) Bash
5 8 (2.13%) Java
5 8 (2.13%) TypeScript
6 7 (1.87%) JavaScript
7 4 (1.07%) Data Analysis Expressions
7 4 (1.07%) Kusto Query Language
7 4 (1.07%) R
8 3 (0.80%) Apex Code
8 3 (0.80%) Bicep
8 3 (0.80%) C++
9 2 (0.53%) C
9 2 (0.53%) Go
9 2 (0.53%) PL/SQL
9 2 (0.53%) ProC
9 2 (0.53%) Search Processing Language
10 1 (0.27%) Swift
Qualifications
1 56 (14.93%) Cisco Certification
2 49 (13.07%) Security Cleared
3 47 (12.53%) CCNA
4 44 (11.73%) Microsoft Certification
5 42 (11.20%) MCSE
6 40 (10.67%) Network+ Certification
7 38 (10.13%) A+ Certification
8 29 (7.73%) Degree
9 26 (6.93%) SC Cleared
10 15 (4.00%) DV Cleared
11 13 (3.47%) Computer Science Degree
12 8 (2.13%) CISSP
13 7 (1.87%) CCIE
14 6 (1.60%) JNCIE
15 4 (1.07%) AWS Certification
15 4 (1.07%) CISM
15 4 (1.07%) CompTIA Security+
15 4 (1.07%) RHCA
15 4 (1.07%) SAS Certification
15 4 (1.07%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 28 (7.47%) Data Quality
2 24 (6.40%) ISO/IEC 27001
3 17 (4.53%) QA
4 16 (4.27%) GDPR
5 13 (3.47%) NIST
6 11 (2.93%) Accessibility
7 9 (2.40%) PMO
8 7 (1.87%) 21 CFR Part 11
9 6 (1.60%) GxP
10 5 (1.33%) Cyber Essentials
10 5 (1.33%) NCSC
10 5 (1.33%) SLA
11 4 (1.07%) GRC
12 3 (0.80%) WCAG
13 2 (0.53%) Actionable Recommendations
13 2 (0.53%) HMG Security Policy Framework
14 1 (0.27%) Cyber Essentials PLUS
14 1 (0.27%) IFRS
14 1 (0.27%) MiFID
14 1 (0.27%) PSD2
System Software
1 23 (6.13%) Active Directory
2 8 (2.13%) Docker
3 6 (1.60%) VMware Infrastructure
4 5 (1.33%) Hyper-V
5 4 (1.07%) Firmware
6 3 (0.80%) Virtual Desktop
7 1 (0.27%) NFS
7 1 (0.27%) RACF
7 1 (0.27%) Squid
7 1 (0.27%) VMware ESXi
Systems Management
1 16 (4.27%) Ansible
2 14 (3.73%) Kubernetes
3 7 (1.87%) Microsoft Intune
4 4 (1.07%) Podman
5 3 (0.80%) Grafana
5 3 (0.80%) Prometheus
6 2 (0.53%) SCCM
6 2 (0.53%) Single Sign-On
7 1 (0.27%) Cisco Prime
7 1 (0.27%) Control-M
7 1 (0.27%) IBM BigFix
7 1 (0.27%) Jamf Pro
7 1 (0.27%) QRadar
7 1 (0.27%) SysTrack
Vendors
1 61 (16.27%) Microsoft
2 39 (10.40%) Dell
3 26 (6.93%) Oracle
4 24 (6.40%) SAP
5 22 (5.87%) Cisco
6 18 (4.80%) ServiceNow
7 15 (4.00%) Salesforce
8 10 (2.67%) Databricks
8 10 (2.67%) VMware
9 8 (2.13%) Juniper
10 7 (1.87%) Fortinet
11 6 (1.60%) F5
11 6 (1.60%) Google
11 6 (1.60%) Splunk
12 5 (1.33%) BT
12 5 (1.33%) Charles River
12 5 (1.33%) CyberArk
12 5 (1.33%) MarketAxess
12 5 (1.33%) Nexthink
12 5 (1.33%) Tradeweb