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

6 months to
2 Sep 2026
Same period 2025 Same period 2024
Rank 353 307 478
Rank change year-on-year -46 +171 +4
Contract jobs citing Analytical Mindset 352 273 104
As % of all contract jobs in the UK 0.66% 0.84% 0.27%
As % of the Miscellaneous category 1.95% 2.37% 0.89%
Number of daily rates quoted 208 168 59
10th Percentile £185 £249 £259
25th Percentile £384 £371 £316
Median daily rate (50th Percentile) £500 £455 £500
Median % change year-on-year +9.89% -9.00% -4.76%
75th Percentile £600 £578 £588
90th Percentile £671 £671 £700
UK excluding London median daily rate £459 £449 £419
% change year-on-year +2.34% +7.10% -16.25%
Number of hourly rates quoted 24 12 23
10th Percentile £25.25 £25.05 -
25th Percentile £35.89 £40.31 £11.75
Median hourly rate £47.00 £56.25 £14.00
Median % change year-on-year -16.44% +301.79% -37.78%
75th Percentile £64.77 £81.10 £20.63
90th Percentile £67.84 £81.35 £23.50
UK excluding London median hourly rate £63.14 £65.00 £13.50
% change year-on-year -2.87% +381.48% -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 18,083 11,515 11,709
As % of all contract IT jobs advertised in the UK 33.74% 35.40% 30.32%
Number of daily rates quoted 10,920 7,085 7,339
10th Percentile £320 £300 £300
25th Percentile £422 £405 £425
Median daily rate (50th Percentile) £525 £518 £550
Median % change year-on-year +1.45% -5.91% -
75th Percentile £638 £638 £675
90th Percentile £750 £763 £825
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 1,089 565 544
10th Percentile £14.57 £15.13 £13.23
25th Percentile £18.75 £18.87 £19.28
Median hourly rate £38.72 £29.50 £45.00
Median % change year-on-year +31.25% -34.44% +4.65%
75th Percentile £67.89 £57.50 £70.00
90th Percentile £82.25 £75.00 £75.00
UK excluding London median hourly rate £43.96 £30.00 £52.50
% change year-on-year +46.53% -42.86% +15.61%

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 2 September 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 2 September 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 2 September 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 -43 324 £503 +11.78% 503
UK excluding London -67 171 £459 +2.34% 216
London -31 162 £550 +3.53% 351
Work from Home -38 78 £575 +43.03% 186
South East -42 53 £550 +69.23% 48
North of England -76 40 £477 +5.89% 46
South West -28 28 £350 -33.33% 47
Midlands -47 28 £550 +75.16% 31
North West -45 27 £495 +10.00% 33
West Midlands -35 25 £575 +116.98% 18
East of England -27 12 £475 -20.83% 18
Yorkshire -43 12 £190 -57.78% 11
Scotland -31 7 £127 -74.60% 14
Wales - 6 - - 5
East Midlands -19 3 £375 +4.17% 13
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 17 (4.83%) Confluence
2 5 (1.42%) Apache Airflow
3 4 (1.14%) OpenStack
3 4 (1.14%) SAS
4 3 (0.85%) CMS
4 3 (0.85%) SharePoint
5 1 (0.28%) Apache
5 1 (0.28%) Apache Spark
5 1 (0.28%) Camunda
5 1 (0.28%) Mendix
5 1 (0.28%) Microsoft Exchange
Applications
1 28 (7.95%) Microsoft Excel
2 24 (6.82%) Microsoft Office
3 14 (3.98%) Microsoft PowerPoint
4 10 (2.84%) MS Visio
5 5 (1.42%) Spreadsheet
6 2 (0.57%) Microsoft Project
7 1 (0.28%) Adobe XD
7 1 (0.28%) Gliffy
Business Applications
1 10 (2.84%) Finacle
2 6 (1.70%) SAP S/4HANA
3 5 (1.42%) Aladdin
3 5 (1.42%) Fidessa
4 4 (1.14%) Oracle Procure-to-Pay
4 4 (1.14%) Remedy ITSM
5 3 (0.85%) iTrent
6 2 (0.57%) Actimize
6 2 (0.57%) NetSuite
6 2 (0.57%) Oracle Retail
6 2 (0.57%) Sparx Enterprise Architect
7 1 (0.28%) Loan IQ
7 1 (0.28%) Oracle EBS R12
7 1 (0.28%) Oracle SCM
7 1 (0.28%) ResourceLink
7 1 (0.28%) Teamcenter
Cloud Services
1 45 (12.78%) Azure
2 39 (11.08%) AWS
3 35 (9.94%) Power Platform
4 24 (6.82%) Microsoft 365
5 17 (4.83%) SaaS
6 15 (4.26%) Entra ID
7 14 (3.98%) GitHub
8 13 (3.69%) GCP
8 13 (3.69%) Snowflake
9 10 (2.84%) Azure DevOps
10 6 (1.70%) Microsoft Copilot
11 5 (1.42%) Power Automate
12 4 (1.14%) Amazon S3
12 4 (1.14%) Copilot Studio
12 4 (1.14%) GitHub Actions
12 4 (1.14%) OpenShift
13 3 (0.85%) Amazon EC2
13 3 (0.85%) Azure Sentinel
13 3 (0.85%) Collibra
13 3 (0.85%) Salesforce Einstein
Communications & Networking
1 37 (10.51%) SAN
2 12 (3.41%) WAN
3 11 (3.13%) LAN
4 9 (2.56%) BGP
4 9 (2.56%) TCP/IP
5 8 (2.27%) MPLS
6 7 (1.99%) Wi-Fi
7 6 (1.70%) Firewall
7 6 (1.70%) Network Security
7 6 (1.70%) VLAN
7 6 (1.70%) VPN
8 5 (1.42%) Broadband
8 5 (1.42%) DNS
8 5 (1.42%) SD-WAN
9 4 (1.14%) OSPF
9 4 (1.14%) SNMP
9 4 (1.14%) TACACS
10 3 (0.85%) Cisco IOS
10 3 (0.85%) Internet
10 3 (0.85%) SSL
Database & Business Intelligence
1 34 (9.66%) Power BI
2 15 (4.26%) Relational Database
3 13 (3.69%) Tableau
4 10 (2.84%) Data Warehouse
4 10 (2.84%) Oracle Database
4 10 (2.84%) RDBMS
5 5 (1.42%) Metadata
6 4 (1.14%) BusinessObjects
6 4 (1.14%) Data Lake
6 4 (1.14%) PostgreSQL
6 4 (1.14%) Power Query
6 4 (1.14%) SAS Enterprise Guide
6 4 (1.14%) SAS Visual Analytics
6 4 (1.14%) SQL Server
7 3 (0.85%) Data Mining
7 3 (0.85%) MySQL
8 2 (0.57%) Amazon Redshift
8 2 (0.57%) Azure SQL Database
8 2 (0.57%) KDB
8 2 (0.57%) NoSQL
Development Applications
1 38 (10.80%) JIRA
2 4 (1.14%) Cypress.io
2 4 (1.14%) Git
2 4 (1.14%) GitLab
2 4 (1.14%) Jenkins
3 3 (0.85%) Bitbucket
3 3 (0.85%) Selenium
4 2 (0.57%) Mocha
4 2 (0.57%) Oracle Forms
5 1 (0.28%) Appium
5 1 (0.28%) Atlassian Bamboo
5 1 (0.28%) Browser DevTools
5 1 (0.28%) Capybara
5 1 (0.28%) Gatling
5 1 (0.28%) JMeter
5 1 (0.28%) LoadRunner
5 1 (0.28%) NUnit
5 1 (0.28%) Robot Framework
5 1 (0.28%) RSpec
5 1 (0.28%) TestRail
General
1 352 (100.00%) Analytical Skills
2 184 (52.27%) Social Skills
3 104 (29.55%) Finance
4 43 (12.22%) Public Sector
5 39 (11.08%) Banking
6 24 (6.82%) Front Office
7 23 (6.53%) Telecoms
8 20 (5.68%) Legal
8 20 (5.68%) Manufacturing
9 19 (5.40%) Local Government
10 18 (5.11%) Marketing
11 16 (4.55%) Back Office
11 16 (4.55%) Documentation Skills
12 11 (3.13%) Organisational Skills
13 9 (2.56%) Retail
14 8 (2.27%) Influencing Skills
14 8 (2.27%) Investment Banking
14 8 (2.27%) Pharmaceutical
14 8 (2.27%) Presentation Skills
15 5 (1.42%) Billing
Job Titles
1 76 (21.59%) Analyst
2 43 (12.22%) Business Analyst
3 39 (11.08%) IT Engineer
4 34 (9.66%) Field Engineer
4 34 (9.66%) Field Service Engineer
5 29 (8.24%) Senior
6 23 (6.53%) Architect
7 19 (5.40%) Developer
8 18 (5.11%) Data Analyst
8 18 (5.11%) Lead
8 18 (5.11%) Support Engineer
9 17 (4.83%) IT Support
10 16 (4.55%) Consultant
11 13 (3.69%) Applications Support
11 13 (3.69%) IT Support Engineer
12 11 (3.13%) Product Owner
13 10 (2.84%) Product Manager
13 10 (2.84%) Systems Support
14 9 (2.56%) Project Manager
15 8 (2.27%) Field Support Engineer
Libraries, Frameworks & Software Standards
1 12 (3.41%) REST
2 11 (3.13%) Terraform
3 7 (1.99%) RESTful
4 6 (1.70%) .NET
5 5 (1.42%) FIX Protocol
5 5 (1.42%) JSON
5 5 (1.42%) Kafka
5 5 (1.42%) SailPoint
5 5 (1.42%) XML
6 4 (1.14%) NETCONF
6 4 (1.14%) OpenConfig
6 4 (1.14%) RESTCONF
6 4 (1.14%) YANG
7 3 (0.85%) 802.1X
7 3 (0.85%) Lightning Web Components
7 3 (0.85%) Microsoft Graph
7 3 (0.85%) OAuth
7 3 (0.85%) PySpark
7 3 (0.85%) PyTorch
8 2 (0.57%) Node.js
Miscellaneous
1 44 (12.50%) Data Centre
2 30 (8.52%) Product Ownership
3 25 (7.10%) Onboarding
4 12 (3.41%) Cloud Native
5 11 (3.13%) SWIFT Messaging Network
6 10 (2.84%) Operational Technology
7 9 (2.56%) Distributed Systems
7 9 (2.56%) Management Information System
8 8 (2.27%) Data Protection Act
8 8 (2.27%) Life Science
8 8 (2.27%) Social Media
9 7 (1.99%) CMDB
9 7 (1.99%) Data Structures
9 7 (1.99%) Equities
9 7 (1.99%) Legacy Systems
9 7 (1.99%) Self-Motivation
9 7 (1.99%) Web Conferencing
10 6 (1.70%) Enterprise Software
10 6 (1.70%) Fixed Income
10 6 (1.70%) SCADA
Operating Systems
1 35 (9.94%) Windows
2 14 (3.98%) Linux
3 8 (2.27%) Unix
4 7 (1.99%) Apple iOS
4 7 (1.99%) Windows Server
5 5 (1.42%) Android
6 4 (1.14%) Mac OS
7 2 (0.57%) AIX
7 2 (0.57%) HPUX
7 2 (0.57%) Oracle Linux
7 2 (0.57%) Red Hat Enterprise Linux
7 2 (0.57%) Solaris
7 2 (0.57%) SUSE
8 1 (0.28%) Windows 10
Processes & Methodologies
1 143 (40.63%) Problem-Solving
2 99 (28.13%) Stakeholder Management
3 97 (27.56%) Agile
4 70 (19.89%) Continuous Improvement
5 62 (17.61%) AI
6 51 (14.49%) Analytics
7 48 (13.64%) Business Analysis
7 48 (13.64%) Stakeholder Engagement
8 46 (13.07%) Validation
9 39 (11.08%) DevOps
9 39 (11.08%) Migration
10 38 (10.80%) Customer Service
11 37 (10.51%) Business Intelligence
11 37 (10.51%) Roadmaps
11 37 (10.51%) User Stories
12 34 (9.66%) Break/Fix
12 34 (9.66%) Workshop Facilitation
13 33 (9.38%) User Acceptance Testing
14 32 (9.09%) Decision-Making
14 32 (9.09%) Scrum
Programming Languages
1 69 (19.60%) SQL
2 49 (13.92%) Python
3 12 (3.41%) PowerShell
4 11 (3.13%) C#
5 8 (2.27%) Bash
5 8 (2.27%) JavaScript
6 7 (1.99%) Java
6 7 (1.99%) TypeScript
7 4 (1.14%) Data Analysis Expressions
7 4 (1.14%) R
8 3 (0.85%) Apex Code
8 3 (0.85%) Bicep
8 3 (0.85%) C++
8 3 (0.85%) Kusto Query Language
9 2 (0.57%) C
9 2 (0.57%) Go
9 2 (0.57%) PL/SQL
9 2 (0.57%) ProC
9 2 (0.57%) Search Processing Language
10 1 (0.28%) Swift
Qualifications
1 50 (14.20%) Cisco Certification
1 50 (14.20%) Security Cleared
2 42 (11.93%) CCNA
3 40 (11.36%) Microsoft Certification
4 38 (10.80%) MCSE
5 36 (10.23%) Network+ Certification
6 34 (9.66%) A+ Certification
7 28 (7.95%) SC Cleared
8 26 (7.39%) Degree
9 14 (3.98%) DV Cleared
10 9 (2.56%) Computer Science Degree
11 7 (1.99%) CISSP
12 6 (1.70%) CCIE
13 5 (1.42%) AWS Certification
14 4 (1.14%) CISM
14 4 (1.14%) JNCIE
14 4 (1.14%) RHCA
14 4 (1.14%) SAS Certification
14 4 (1.14%) VMware Certified Professional (VCP)
15 3 (0.85%) CCNP
Quality Assurance & Compliance
1 28 (7.95%) Data Quality
2 21 (5.97%) ISO/IEC 27001
3 17 (4.83%) QA
4 15 (4.26%) GDPR
5 11 (3.13%) Accessibility
6 10 (2.84%) NIST
7 9 (2.56%) PMO
8 7 (1.99%) 21 CFR Part 11
9 6 (1.70%) GxP
10 5 (1.42%) SLA
11 4 (1.14%) Cyber Essentials
11 4 (1.14%) GRC
11 4 (1.14%) NCSC
12 3 (0.85%) WCAG
13 2 (0.57%) Actionable Recommendations
13 2 (0.57%) Basel III
13 2 (0.57%) SOC 2
14 1 (0.28%) MiFID
14 1 (0.28%) PSD2
14 1 (0.28%) Solvency II
System Software
1 18 (5.11%) Active Directory
2 9 (2.56%) Docker
3 6 (1.70%) VMware Infrastructure
4 5 (1.42%) Hyper-V
5 3 (0.85%) Virtual Desktop
6 1 (0.28%) NFS
6 1 (0.28%) RACF
6 1 (0.28%) Squid
6 1 (0.28%) VMware ESXi
Systems Management
1 15 (4.26%) Ansible
1 15 (4.26%) Kubernetes
2 4 (1.14%) Podman
3 3 (0.85%) Grafana
3 3 (0.85%) Prometheus
4 2 (0.57%) Microsoft Intune
4 2 (0.57%) SCCM
4 2 (0.57%) Single Sign-On
5 1 (0.28%) Cisco Prime
5 1 (0.28%) Control-M
5 1 (0.28%) IBM BigFix
5 1 (0.28%) QRadar
5 1 (0.28%) SysTrack
Vendors
1 54 (15.34%) Microsoft
2 35 (9.94%) Dell
3 26 (7.39%) Oracle
4 25 (7.10%) SAP
5 21 (5.97%) Cisco
6 19 (5.40%) ServiceNow
7 15 (4.26%) Salesforce
8 9 (2.56%) Databricks
8 9 (2.56%) VMware
9 6 (1.70%) Google
9 6 (1.70%) Juniper
9 6 (1.70%) Splunk
10 5 (1.42%) BT
10 5 (1.42%) Charles River
10 5 (1.42%) CyberArk
10 5 (1.42%) Fortinet
10 5 (1.42%) MarketAxess
10 5 (1.42%) Tradeweb
11 4 (1.14%) Atlassian
11 4 (1.14%) F5