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

6 months to
18 May 2026
Same period 2025 Same period 2024
Rank 314 372 401
Rank change year-on-year +58 +29 +114
Contract jobs citing Analytical Mindset 340 154 178
As % of all contract jobs in the UK 0.71% 0.52% 0.42%
As % of the Miscellaneous category 2.22% 1.54% 1.38%
Number of daily rates quoted 203 105 93
10th Percentile £228 £250 £188
25th Percentile £400 £380 £400
Median daily rate (50th Percentile) £475 £460 £525
Median % change year-on-year +3.26% -12.38% -0.71%
75th Percentile £575 £610 £575
90th Percentile £644 £641 £634
UK excluding London median daily rate £470 £450 £525
% change year-on-year +4.44% -14.29% -4.55%
Number of hourly rates quoted 26 6 55
10th Percentile £14.10 £53.38 £11.75
25th Percentile £33.31 £70.71 £13.25
Median hourly rate £47.00 £80.68 £16.50
Median % change year-on-year -41.74% +388.94% -73.60%
75th Percentile £67.38 £81.27 £19.13
90th Percentile £75.00 £81.35 £24.65
UK excluding London median hourly rate £55.50 £80.68 £14.50
% change year-on-year -31.21% +456.38% -34.57%

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 15,307 9,975 12,915
As % of all contract IT jobs advertised in the UK 31.92% 33.94% 30.31%
Number of daily rates quoted 9,494 6,359 8,316
10th Percentile £313 £300 £267
25th Percentile £413 £411 £413
Median daily rate (50th Percentile) £507 £525 £540
Median % change year-on-year -3.43% -2.78% -1.82%
75th Percentile £625 £650 £663
90th Percentile £739 £775 £800
UK excluding London median daily rate £481 £480 £500
% change year-on-year +0.26% -4.00% -
Number of hourly rates quoted 732 397 899
10th Percentile £16.01 £16.87 £12.25
25th Percentile £19.96 £20.75 £15.17
Median hourly rate £42.50 £31.76 £31.50
Median % change year-on-year +33.82% +0.83% +40.09%
75th Percentile £70.00 £63.75 £61.30
90th Percentile £87.35 £83.20 £70.00
UK excluding London median hourly rate £47.54 £30.39 £30.00
% change year-on-year +56.43% +1.30% +36.36%

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 18 May 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 18 May 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 18 May 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 +59 311 £475 - 260
UK excluding London +1 167 £470 +4.44% 182
London +18 151 £500 - 111
Work from Home +21 87 £500 +15.67% 122
South East -10 62 £500 +53.85% 68
North of England -55 31 £459 +28.21% 42
Midlands -42 26 £470 +5.15% 20
South West -3 25 £350 -33.33% 22
West Midlands -39 21 £470 +19.75% 13
North West -27 20 £459 +28.21% 25
Wales -1 11 - - 6
East of England -39 9 £475 -17.39% 19
Yorkshire -54 7 £463 +10.78% 9
Scotland -2 5 £127 -71.78% 7
East Midlands -24 5 £463 +3.47% 7
North East - 4 - - 9

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 19 (5.59%) Confluence
2 4 (1.18%) Apache Spark
2 4 (1.18%) CMS
3 2 (0.59%) Apache
4 1 (0.29%) Adobe Experience Manager
4 1 (0.29%) Camunda
4 1 (0.29%) Microsoft Exchange
4 1 (0.29%) SAS
Applications
1 32 (9.41%) Microsoft Excel
2 12 (3.53%) Microsoft Office
3 10 (2.94%) MS Visio
4 9 (2.65%) Microsoft PowerPoint
5 3 (0.88%) Spreadsheet
6 2 (0.59%) Microsoft Project
7 1 (0.29%) Autodesk Smoke
7 1 (0.29%) Chatbot
7 1 (0.29%) Oracle Smart View
Business Applications
1 9 (2.65%) NetSuite
2 7 (2.06%) Oracle Procure-to-Pay
3 4 (1.18%) Finacle
3 4 (1.18%) SAP S/4HANA
3 4 (1.18%) Shopify
4 3 (0.88%) Oracle EBS R12
5 2 (0.59%) Remedy ITSM
5 2 (0.59%) Unit4 Business World
6 1 (0.29%) Bloomberg TOMS
6 1 (0.29%) FLEXCUBE
6 1 (0.29%) Loan IQ
6 1 (0.29%) Oracle Cash Management
6 1 (0.29%) Oracle ERP
6 1 (0.29%) Oracle General Ledger
6 1 (0.29%) Oracle Receivables
6 1 (0.29%) ResourceLink
6 1 (0.29%) SAP EHS
6 1 (0.29%) SAP Oil and Gas
6 1 (0.29%) Summit
6 1 (0.29%) Teamcenter
Cloud Services
1 36 (10.59%) Azure
2 34 (10.00%) Power Platform
3 29 (8.53%) AWS
4 13 (3.82%) GitHub
4 13 (3.82%) SaaS
5 10 (2.94%) GCP
6 9 (2.65%) Microsoft 365
7 8 (2.35%) Azure Data Factory
7 8 (2.35%) Entra ID
8 7 (2.06%) Snowflake
9 6 (1.76%) Collibra
10 5 (1.47%) Azure Synapse Analytics
11 4 (1.18%) GitHub Copilot
11 4 (1.18%) Lucidchart
12 3 (0.88%) Amazon S3
12 3 (0.88%) Apigee
12 3 (0.88%) Azure DevOps
12 3 (0.88%) Dynamics 365
12 3 (0.88%) Fivetran
12 3 (0.88%) Salesforce Einstein
Communications & Networking
1 56 (16.47%) SAN
2 12 (3.53%) DNS
3 10 (2.94%) Network Security
4 9 (2.65%) WAN
5 7 (2.06%) SSL
6 6 (1.76%) FTP
6 6 (1.76%) HTTP
6 6 (1.76%) MPLS
7 5 (1.47%) SD-WAN
7 5 (1.47%) SMTP
7 5 (1.47%) TCP/IP
8 4 (1.18%) BGP
8 4 (1.18%) Firewall
8 4 (1.18%) LAN
9 3 (0.88%) DHCP
9 3 (0.88%) Internet
9 3 (0.88%) NAS
9 3 (0.88%) SNMP
9 3 (0.88%) TACACS
9 3 (0.88%) VPN
Database & Business Intelligence
1 34 (10.00%) Power BI
2 15 (4.41%) Data Warehouse
3 10 (2.94%) Tableau
4 8 (2.35%) Data Lake
4 8 (2.35%) Relational Database
5 4 (1.18%) BigQuery
5 4 (1.18%) BusinessObjects Business Intelligence
5 4 (1.18%) Electronic Patient Records
5 4 (1.18%) Looker
5 4 (1.18%) Metadata
5 4 (1.18%) NoSQL
5 4 (1.18%) Oracle Database
5 4 (1.18%) RDBMS
6 3 (0.88%) Amazon Redshift
6 3 (0.88%) Delta Lake
6 3 (0.88%) PostgreSQL
6 3 (0.88%) Power Query
7 2 (0.59%) Amazon QuickSight
7 2 (0.59%) Big Data
7 2 (0.59%) Oracle Reports
Development Applications
1 36 (10.59%) JIRA
2 4 (1.18%) Git
3 2 (0.59%) Jenkins
3 2 (0.59%) MLflow
3 2 (0.59%) Selenium
4 1 (0.29%) Appium
4 1 (0.29%) Atlassian Bamboo
4 1 (0.29%) Bitbucket
4 1 (0.29%) Browser DevTools
4 1 (0.29%) Cucumber
4 1 (0.29%) Cypress.io
4 1 (0.29%) Gatling
4 1 (0.29%) GitLab
4 1 (0.29%) JMeter
4 1 (0.29%) JUnit
4 1 (0.29%) LoadRunner
4 1 (0.29%) NUnit
4 1 (0.29%) Robot Framework
4 1 (0.29%) SonarQube
4 1 (0.29%) TestRail
General
1 339 (99.71%) Analytical Skills
2 160 (47.06%) Social Skills
3 101 (29.71%) Finance
4 29 (8.53%) Public Sector
5 28 (8.24%) Banking
6 21 (6.18%) Legal
7 19 (5.59%) Marketing
8 16 (4.71%) Manufacturing
9 15 (4.41%) Documentation Skills
10 14 (4.12%) Organisational Skills
11 10 (2.94%) Back Office
11 10 (2.94%) Telecoms
12 8 (2.35%) Influencing Skills
13 7 (2.06%) Front Office
13 7 (2.06%) Investment Banking
14 5 (1.47%) Presentation Skills
15 4 (1.18%) Billing
15 4 (1.18%) Law
15 4 (1.18%) Multimedia
15 4 (1.18%) Retail
Job Titles
1 80 (23.53%) Analyst
2 51 (15.00%) Field Engineer
2 51 (15.00%) Field Service Engineer
2 51 (15.00%) IT Engineer
3 44 (12.94%) Business Analyst
4 23 (6.76%) Support Engineer
5 20 (5.88%) Lead
6 19 (5.59%) IT Support
7 18 (5.29%) Data Analyst
7 18 (5.29%) Developer
8 17 (5.00%) Senior
9 16 (4.71%) Field Support Engineer
9 16 (4.71%) IT Support Engineer
10 13 (3.82%) Consultant
11 11 (3.24%) Senior Analyst
12 10 (2.94%) Operations Analyst
12 10 (2.94%) Operations Business Analyst
13 9 (2.65%) Architect
13 9 (2.65%) Project Manager
13 9 (2.65%) Security Analyst
Libraries, Frameworks & Software Standards
1 7 (2.06%) PySpark
2 6 (1.76%) LDAP
2 6 (1.76%) REST
3 5 (1.47%) YAML
4 4 (1.18%) .NET
4 4 (1.18%) Lightning Web Components
4 4 (1.18%) Pandas
4 4 (1.18%) PyTorch
4 4 (1.18%) XML
5 3 (0.88%) EDI
5 3 (0.88%) Kafka
5 3 (0.88%) Middleware
5 3 (0.88%) NETCONF
5 3 (0.88%) OpenConfig
5 3 (0.88%) RESTCONF
5 3 (0.88%) scikit-learn
5 3 (0.88%) YANG
6 2 (0.59%) HTML
6 2 (0.59%) HTML5 Canvas
6 2 (0.59%) React
Miscellaneous
1 60 (17.65%) Data Centre
2 19 (5.59%) Product Ownership
3 18 (5.29%) Onboarding
4 13 (3.82%) Management Information System
5 9 (2.65%) Operational Technology
6 8 (2.35%) SCADA
7 7 (2.06%) Cyber Threat
7 7 (2.06%) Hybrid Cloud
7 7 (2.06%) Self-Motivation
8 6 (1.76%) NHS
8 6 (1.76%) Web Conferencing
9 5 (1.47%) Blog
9 5 (1.47%) CSOC
9 5 (1.47%) Cyberattack
9 5 (1.47%) Distributed Systems
9 5 (1.47%) Legacy Systems
9 5 (1.47%) Security Operations Centre
10 4 (1.18%) Social Media
10 4 (1.18%) SWIFT Messaging Network
10 4 (1.18%) Virtual Team
Operating Systems
1 29 (8.53%) Windows
2 16 (4.71%) Linux
3 7 (2.06%) Windows Server
4 4 (1.18%) Unix
5 3 (0.88%) Red Hat Enterprise Linux
6 2 (0.59%) AIX
6 2 (0.59%) Apple iOS
6 2 (0.59%) HPUX
6 2 (0.59%) Mac OS
6 2 (0.59%) Oracle Linux
6 2 (0.59%) Solaris
6 2 (0.59%) SUSE
6 2 (0.59%) Windows 10
7 1 (0.29%) VMS
Processes & Methodologies
1 147 (43.24%) Problem-Solving
2 76 (22.35%) Agile
3 71 (20.88%) Stakeholder Management
4 59 (17.35%) Continuous Improvement
5 54 (15.88%) Customer Service
6 51 (15.00%) Break/Fix
7 46 (13.53%) Analytics
7 46 (13.53%) Stakeholder Engagement
8 40 (11.76%) Business Intelligence
8 40 (11.76%) Decision-Making
9 39 (11.47%) Data Modelling
10 36 (10.59%) AI
11 35 (10.29%) Validation
12 31 (9.12%) Business Analysis
12 31 (9.12%) Data Governance
13 30 (8.82%) Actionable Insight
13 30 (8.82%) Process Improvement
13 30 (8.82%) Roadmaps
14 29 (8.53%) Workshop Facilitation
15 27 (7.94%) Cybersecurity
Programming Languages
1 66 (19.41%) SQL
2 41 (12.06%) Python
3 22 (6.47%) PowerShell
4 13 (3.82%) C#
5 10 (2.94%) TypeScript
6 9 (2.65%) Java
7 7 (2.06%) Bash
7 7 (2.06%) Data Analysis Expressions
8 4 (1.18%) Apex Code
8 4 (1.18%) R
9 3 (0.88%) C++
9 3 (0.88%) JavaScript
9 3 (0.88%) VBA
10 2 (0.59%) Bicep
10 2 (0.59%) Kusto Query Language
11 1 (0.29%) Go
11 1 (0.29%) LookML
11 1 (0.29%) Scala
11 1 (0.29%) Search Processing Language
11 1 (0.29%) SOQL
Qualifications
1 58 (17.06%) Cisco Certification
2 55 (16.18%) CCNA
3 54 (15.88%) MCSE
3 54 (15.88%) Microsoft Certification
4 51 (15.00%) A+ Certification
4 51 (15.00%) Network+ Certification
5 38 (11.18%) Security Cleared
6 33 (9.71%) Degree
7 23 (6.76%) SC Cleared
8 15 (4.41%) DV Cleared
9 9 (2.65%) Computer Science Degree
9 9 (2.65%) Master's Degree
10 6 (1.76%) CISSP
10 6 (1.76%) PMI Certification
11 5 (1.47%) PMP
12 4 (1.18%) CBAP
12 4 (1.18%) CEH
12 4 (1.18%) CISA
12 4 (1.18%) CSPO
12 4 (1.18%) ISTQB
Quality Assurance & Compliance
1 26 (7.65%) Data Quality
2 23 (6.76%) GDPR
3 19 (5.59%) ISO/IEC 27001
4 18 (5.29%) QA
5 13 (3.82%) NIST
6 8 (2.35%) Accessibility
6 8 (2.35%) PMO
7 6 (1.76%) SLA
8 5 (1.47%) Actionable Recommendations
9 4 (1.18%) Cyber Essentials
10 3 (0.88%) California Consumer Privacy Act
10 3 (0.88%) GRC
10 3 (0.88%) Sarbanes-Oxley
10 3 (0.88%) Solvency II
10 3 (0.88%) WCAG
11 2 (0.59%) PCI DSS
12 1 (0.29%) COBIT
12 1 (0.29%) HMG Security Policy Framework
12 1 (0.29%) ISO/IEC 27005
12 1 (0.29%) MiFID
System Software
1 15 (4.41%) Active Directory
2 7 (2.06%) Hyper-V
2 7 (2.06%) VMware Infrastructure
3 4 (1.18%) Docker
3 4 (1.18%) Firmware
4 3 (0.88%) VMware ESXi
5 2 (0.59%) KVM
5 2 (0.59%) Virtual Machines
6 1 (0.29%) NFS
6 1 (0.29%) RACF
6 1 (0.29%) Squid
6 1 (0.29%) Xen
Systems Management
1 11 (3.24%) Ansible
2 8 (2.35%) Terraform
3 7 (2.06%) Kubernetes
4 6 (1.76%) Microsoft Intune
5 3 (0.88%) Podman
6 2 (0.59%) SCCM
6 2 (0.59%) SCOM
6 2 (0.59%) vCenter Server
7 1 (0.29%) Control-M
7 1 (0.29%) Grafana
7 1 (0.29%) Jamf Pro
7 1 (0.29%) Kibana
7 1 (0.29%) Prometheus
7 1 (0.29%) Single Sign-On
7 1 (0.29%) Suricata
7 1 (0.29%) SysTrack
Vendors
1 51 (15.00%) Dell
2 40 (11.76%) Microsoft
3 23 (6.76%) SAP
4 21 (6.18%) Oracle
5 19 (5.59%) Salesforce
6 14 (4.12%) Databricks
6 14 (4.12%) VMware
7 12 (3.53%) Cisco
8 10 (2.94%) ServiceNow
9 5 (1.47%) BT
9 5 (1.47%) Google
9 5 (1.47%) Nexthink
10 4 (1.18%) BMC
10 4 (1.18%) Fortinet
10 4 (1.18%) Splunk
11 3 (0.88%) Atlassian
11 3 (0.88%) F5
11 3 (0.88%) MuleSoft
11 3 (0.88%) Veeam
11 3 (0.88%) Zuora