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

6 months to
1 Oct 2026
Same period 2025 Same period 2024
Rank 398 292 458
Rank change year-on-year -106 +166 +26
Contract jobs citing Analytical Mindset 304 297 104
As % of all contract jobs in the UK 0.55% 0.90% 0.27%
As % of the Miscellaneous category 1.61% 2.50% 0.90%
Number of daily rates quoted 176 184 55
10th Percentile £185 £230 £232
25th Percentile £405 £363 £263
Median daily rate (50th Percentile) £500 £498 £463
Median % change year-on-year +0.50% +7.57% -7.59%
75th Percentile £600 £594 £581
90th Percentile £680 £675 £660
UK excluding London median daily rate £470 £450 £450
% change year-on-year +4.44% - -5.26%
Number of hourly rates quoted 26 13 15
10th Percentile £20.13 £18.25 -
25th Percentile £35.25 £24.50 £11.75
Median hourly rate £47.00 £45.00 £15.00
Median % change year-on-year +4.44% +200.00% -58.62%
75th Percentile £66.82 £75.00 £21.75
90th Percentile £79.38 £80.08 £23.94
UK excluding London median hourly rate £63.14 £65.00 £14.00
% change year-on-year -2.87% +364.29% -37.78%

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 18,873 11,876 11,546
As % of all contract IT jobs advertised in the UK 34.37% 35.92% 30.52%
Number of daily rates quoted 11,278 7,270 6,942
10th Percentile £322 £294 £281
25th Percentile £425 £408 £413
Median daily rate (50th Percentile) £525 £520 £535
Median % change year-on-year +0.96% -2.80% -2.73%
75th Percentile £638 £638 £672
90th Percentile £750 £750 £800
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 1,272 602 427
10th Percentile £14.00 £14.80 £15.29
25th Percentile £17.85 £18.87 £22.50
Median hourly rate £36.00 £29.00 £50.00
Median % change year-on-year +24.14% -42.00% +11.11%
75th Percentile £67.50 £52.38 £70.00
90th Percentile £81.25 £72.50 £75.06
UK excluding London median hourly rate £37.50 £29.27 £57.35
% change year-on-year +28.12% -48.96% +13.09%

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 October 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 1 October 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 1 October 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 -90 280 £516 +10.86% 561
London -61 145 £575 +4.55% 376
UK excluding London -107 141 £470 +4.44% 235
Work from Home -66 65 £550 +29.41% 206
North of England -79 35 £459 +0.88% 36
South East -62 34 £550 +73.23% 67
South West -24 25 £375 -36.17% 39
Midlands -50 25 £500 +57.48% 37
North West -47 22 £494 +9.78% 27
West Midlands -33 21 £525 +81.66% 20
East of England -26 15 £500 -26.47% 23
Yorkshire -48 12 £190 -64.65% 9
Scotland -31 6 £127 -74.60% 16
East Midlands -21 4 £325 -4.41% 17
Wales -14 3 - - 12
North East - 1 - -

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 16 (5.26%) Confluence
2 5 (1.64%) Apache Airflow
3 4 (1.32%) OpenStack
3 4 (1.32%) SAS
3 4 (1.32%) SharePoint
4 3 (0.99%) CMS
5 2 (0.66%) Apache Spark
6 1 (0.33%) Apache
6 1 (0.33%) Camunda
6 1 (0.33%) Mendix
6 1 (0.33%) Microsoft Exchange
Applications
1 30 (9.87%) Microsoft Excel
2 24 (7.89%) Microsoft Office
3 14 (4.61%) Microsoft PowerPoint
4 9 (2.96%) MS Visio
5 4 (1.32%) Spreadsheet
6 1 (0.33%) Adobe XD
6 1 (0.33%) Gliffy
Business Applications
1 10 (3.29%) Finacle
2 5 (1.64%) Aladdin
2 5 (1.64%) Fidessa
2 5 (1.64%) Remedy ITSM
3 3 (0.99%) iTrent
3 3 (0.99%) Oracle Procure-to-Pay
3 3 (0.99%) SAP S/4HANA
4 2 (0.66%) Actimize
4 2 (0.66%) NetSuite
4 2 (0.66%) Oracle Retail
4 2 (0.66%) Sparx Enterprise Architect
5 1 (0.33%) Loan IQ
5 1 (0.33%) Oracle EBS R12
5 1 (0.33%) Oracle SCM
5 1 (0.33%) Teamcenter
Cloud Services
1 39 (12.83%) Azure
2 33 (10.86%) AWS
3 32 (10.53%) Power Platform
4 21 (6.91%) Microsoft 365
5 16 (5.26%) SaaS
6 14 (4.61%) Entra ID
6 14 (4.61%) GCP
6 14 (4.61%) GitHub
7 13 (4.28%) Snowflake
8 10 (3.29%) Azure DevOps
9 7 (2.30%) Microsoft Copilot
10 5 (1.64%) Copilot Studio
10 5 (1.64%) GitHub Actions
11 4 (1.32%) OpenShift
11 4 (1.32%) Power Automate
12 3 (0.99%) Amazon GuardDuty
12 3 (0.99%) Amazon S3
12 3 (0.99%) Azure Sentinel
12 3 (0.99%) Azure Synapse Analytics
12 3 (0.99%) Collibra
Communications & Networking
1 24 (7.89%) SAN
2 9 (2.96%) LAN
3 8 (2.63%) BGP
3 8 (2.63%) TCP/IP
3 8 (2.63%) WAN
4 7 (2.30%) Network Security
5 6 (1.97%) Broadband
5 6 (1.97%) DNS
5 6 (1.97%) Wi-Fi
6 5 (1.64%) MPLS
6 5 (1.64%) SSL
6 5 (1.64%) VLAN
6 5 (1.64%) VPN
7 4 (1.32%) Firewall
7 4 (1.32%) SNMP
7 4 (1.32%) TACACS
8 3 (0.99%) FTP
8 3 (0.99%) HTTP
8 3 (0.99%) OSPF
8 3 (0.99%) SMTP
Database & Business Intelligence
1 31 (10.20%) Power BI
2 13 (4.28%) Relational Database
3 11 (3.62%) Tableau
4 10 (3.29%) Oracle Database
4 10 (3.29%) RDBMS
5 8 (2.63%) Data Warehouse
6 7 (2.30%) Metadata
7 4 (1.32%) BusinessObjects
7 4 (1.32%) Data Lake
7 4 (1.32%) PostgreSQL
7 4 (1.32%) Power Query
7 4 (1.32%) SAS Enterprise Guide
7 4 (1.32%) SAS Visual Analytics
7 4 (1.32%) SQL Server
8 3 (0.99%) BigQuery
8 3 (0.99%) Data Mining
8 3 (0.99%) MySQL
9 2 (0.66%) Azure SQL Database
9 2 (0.66%) NoSQL
9 2 (0.66%) Redis
Development Applications
1 34 (11.18%) JIRA
2 4 (1.32%) Cypress.io
2 4 (1.32%) Git
2 4 (1.32%) GitLab
2 4 (1.32%) Jenkins
3 3 (0.99%) Bitbucket
4 2 (0.66%) Mocha
4 2 (0.66%) Oracle Forms
4 2 (0.66%) Selenium
5 1 (0.33%) Atlassian Bamboo
5 1 (0.33%) Capybara
5 1 (0.33%) Claude Code
5 1 (0.33%) Gatling
5 1 (0.33%) JMeter
5 1 (0.33%) LoadRunner
5 1 (0.33%) RSpec
General
1 304 (100.00%) Analytical Skills
2 176 (57.89%) Social Skills
3 99 (32.57%) Finance
4 43 (14.14%) Public Sector
5 35 (11.51%) Banking
6 25 (8.22%) Local Government
7 24 (7.89%) Front Office
8 19 (6.25%) Telecoms
9 18 (5.92%) Marketing
10 16 (5.26%) Back Office
10 16 (5.26%) Manufacturing
11 15 (4.93%) Legal
12 11 (3.62%) Documentation Skills
13 10 (3.29%) Retail
14 9 (2.96%) Organisational Skills
15 7 (2.30%) Influencing Skills
15 7 (2.30%) Pharmaceutical
15 7 (2.30%) Presentation Skills
16 6 (1.97%) Investment Banking
17 3 (0.99%) Billing
Job Titles
1 65 (21.38%) Analyst
2 34 (11.18%) Business Analyst
3 29 (9.54%) IT Engineer
4 26 (8.55%) Senior
5 24 (7.89%) Field Engineer
5 24 (7.89%) Field Service Engineer
6 21 (6.91%) Architect
7 18 (5.92%) Data Analyst
8 14 (4.61%) IT Support
9 13 (4.28%) Applications Support
9 13 (4.28%) Consultant
9 13 (4.28%) Support Engineer
10 12 (3.95%) Developer
10 12 (3.95%) Lead
11 10 (3.29%) IT Support Engineer
11 10 (3.29%) Product Owner
11 10 (3.29%) Systems Support
12 8 (2.63%) Product Manager
13 7 (2.30%) Marketing Manager
13 7 (2.30%) Senior Manager
Libraries, Frameworks & Software Standards
1 13 (4.28%) REST
2 10 (3.29%) Terraform
3 7 (2.30%) RESTful
4 5 (1.64%) FIX Protocol
4 5 (1.64%) JSON
4 5 (1.64%) SailPoint
4 5 (1.64%) XML
5 4 (1.32%) Kafka
5 4 (1.32%) LDAP
5 4 (1.32%) NETCONF
5 4 (1.32%) OpenConfig
5 4 (1.32%) RESTCONF
5 4 (1.32%) YANG
6 3 (0.99%) .NET
6 3 (0.99%) PySpark
6 3 (0.99%) PyTorch
7 2 (0.66%) 802.1X
7 2 (0.66%) Express.js
7 2 (0.66%) Node.js
7 2 (0.66%) OAuth
Miscellaneous
1 32 (10.53%) Data Centre
2 27 (8.88%) Product Ownership
3 24 (7.89%) Onboarding
4 13 (4.28%) Cloud Native
5 11 (3.62%) Management Information System
5 11 (3.62%) SWIFT Messaging Network
6 9 (2.96%) Data Protection Act
6 9 (2.96%) Social Media
7 8 (2.63%) CMDB
7 8 (2.63%) Cyber Threat
8 7 (2.30%) Data Structures
8 7 (2.30%) Equities
8 7 (2.30%) Life Science
8 7 (2.30%) Operational Technology
8 7 (2.30%) Self-Motivation
8 7 (2.30%) Web Conferencing
9 6 (1.97%) Enterprise Software
9 6 (1.97%) Fixed Income
9 6 (1.97%) Legacy Systems
10 5 (1.64%) Cyberattack
Operating Systems
1 30 (9.87%) Windows
2 12 (3.95%) Linux
3 7 (2.30%) Unix
4 6 (1.97%) Apple iOS
5 5 (1.64%) Android
5 5 (1.64%) Windows Server
6 3 (0.99%) Mac OS
7 2 (0.66%) AIX
7 2 (0.66%) HPUX
7 2 (0.66%) Oracle Linux
7 2 (0.66%) Red Hat Enterprise Linux
7 2 (0.66%) Solaris
7 2 (0.66%) SUSE
8 1 (0.33%) Windows 10
Processes & Methodologies
1 126 (41.45%) Problem-Solving
2 92 (30.26%) Stakeholder Management
3 89 (29.28%) Agile
4 63 (20.72%) AI
5 62 (20.39%) Continuous Improvement
6 47 (15.46%) Analytics
6 47 (15.46%) Business Analysis
7 45 (14.80%) Validation
8 42 (13.82%) Stakeholder Engagement
9 41 (13.49%) DevOps
10 34 (11.18%) Migration
11 33 (10.86%) User Stories
12 32 (10.53%) Business Intelligence
12 32 (10.53%) User Acceptance Testing
13 31 (10.20%) Roadmaps
14 30 (9.87%) Customer Service
15 29 (9.54%) Decision-Making
15 29 (9.54%) Workshop Facilitation
16 28 (9.21%) Scrum
17 27 (8.88%) Data Governance
Programming Languages
1 65 (21.38%) SQL
2 46 (15.13%) Python
3 10 (3.29%) PowerShell
4 8 (2.63%) JavaScript
5 6 (1.97%) Bash
6 5 (1.64%) Data Analysis Expressions
6 5 (1.64%) Java
7 4 (1.32%) C#
8 3 (0.99%) Go
8 3 (0.99%) Kusto Query Language
8 3 (0.99%) R
8 3 (0.99%) TypeScript
9 2 (0.66%) Bicep
9 2 (0.66%) C
9 2 (0.66%) PL/SQL
9 2 (0.66%) ProC
9 2 (0.66%) Search Processing Language
10 1 (0.33%) Groovy
10 1 (0.33%) Ruby
10 1 (0.33%) Scala
Qualifications
1 45 (14.80%) Security Cleared
2 39 (12.83%) Cisco Certification
3 31 (10.20%) CCNA
4 30 (9.87%) SC Cleared
5 29 (9.54%) Microsoft Certification
6 27 (8.88%) MCSE
7 26 (8.55%) Network+ Certification
8 24 (7.89%) A+ Certification
9 23 (7.57%) Degree
10 13 (4.28%) DV Cleared
11 9 (2.96%) Computer Science Degree
12 7 (2.30%) CISSP
13 6 (1.97%) CCIE
14 5 (1.64%) AWS Certification
15 4 (1.32%) CISM
15 4 (1.32%) JNCIE
15 4 (1.32%) SAS Certification
16 3 (0.99%) GCIA
16 3 (0.99%) GCIH
16 3 (0.99%) RHCA
Quality Assurance & Compliance
1 27 (8.88%) Data Quality
2 16 (5.26%) QA
3 15 (4.93%) ISO/IEC 27001
4 11 (3.62%) GDPR
5 10 (3.29%) Accessibility
6 9 (2.96%) PMO
7 6 (1.97%) 21 CFR Part 11
7 6 (1.97%) NIST
7 6 (1.97%) SLA
8 5 (1.64%) GxP
8 5 (1.64%) NCSC
9 4 (1.32%) GRC
9 4 (1.32%) WCAG
10 3 (0.99%) Cyber Essentials
11 2 (0.66%) Basel III
11 2 (0.66%) SOC 2
12 1 (0.33%) HMG Security Policy Framework
12 1 (0.33%) MiFID
12 1 (0.33%) P3O
12 1 (0.33%) Solvency II
System Software
1 16 (5.26%) Active Directory
2 10 (3.29%) Docker
3 4 (1.32%) VMware Infrastructure
4 3 (0.99%) Hyper-V
4 3 (0.99%) Virtual Desktop
5 1 (0.33%) Squid
5 1 (0.33%) VMware ESXi
Systems Management
1 16 (5.26%) Kubernetes
2 14 (4.61%) Ansible
3 3 (0.99%) Podman
4 2 (0.66%) Grafana
4 2 (0.66%) Prometheus
4 2 (0.66%) SCCM
4 2 (0.66%) Single Sign-On
5 1 (0.33%) Cisco Prime
5 1 (0.33%) Control-M
5 1 (0.33%) IBM BigFix
5 1 (0.33%) Microsoft Intune
5 1 (0.33%) QRadar
Vendors
1 58 (19.08%) Microsoft
2 25 (8.22%) Dell
3 23 (7.57%) Oracle
4 22 (7.24%) SAP
5 19 (6.25%) Cisco
6 17 (5.59%) ServiceNow
7 11 (3.62%) Salesforce
8 10 (3.29%) Databricks
9 8 (2.63%) Google
10 6 (1.97%) Juniper
11 5 (1.64%) Ariba
11 5 (1.64%) BT
11 5 (1.64%) Charles River
11 5 (1.64%) CyberArk
11 5 (1.64%) MarketAxess
11 5 (1.64%) Remedy
11 5 (1.64%) Splunk
11 5 (1.64%) Tradeweb
11 5 (1.64%) VMware
12 4 (1.32%) Fortinet