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

6 months to
7 Apr 2026
Same period 2025 Same period 2024
Rank 304 382 407
Rank change year-on-year +78 +25 +143
Contract jobs citing Analytical Mindset 355 149 194
As % of all contract jobs in the UK 0.78% 0.51% 0.44%
As % of the Miscellaneous category 2.39% 1.50% 1.45%
Number of daily rates quoted 226 102 100
10th Percentile £316 £250 £150
25th Percentile £401 £371 £350
Median daily rate (50th Percentile) £500 £450 £525
Median % change year-on-year +11.11% -14.29% -
75th Percentile £588 £575 £575
90th Percentile £675 £636 £638
UK excluding London median daily rate £480 £447 £488
% change year-on-year +7.38% -8.31% +21.88%
Number of hourly rates quoted 21 5 59
10th Percentile £14.10 £50.55 £11.75
25th Percentile £18.25 £67.50 £13.50
Median hourly rate £39.50 £80.68 £17.50
Median % change year-on-year -51.04% +361.00% -72.00%
75th Percentile £67.84 £81.01 £19.50
90th Percentile £75.00 £81.22 £25.25
UK excluding London median hourly rate £59.32 £80.68 £15.90
% change year-on-year -26.47% +407.39% -28.25%

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 14,847 9,921 13,356
As % of all contract IT jobs advertised in the UK 32.56% 33.90% 30.43%
Number of daily rates quoted 9,316 6,352 8,564
10th Percentile £300 £290 £263
25th Percentile £410 £410 £413
Median daily rate (50th Percentile) £500 £525 £536
Median % change year-on-year -4.76% -2.05% -2.55%
75th Percentile £625 £650 £650
90th Percentile £738 £775 £775
UK excluding London median daily rate £475 £496 £500
% change year-on-year -4.26% -0.77% -
Number of hourly rates quoted 703 379 893
10th Percentile £15.79 £16.95 £12.25
25th Percentile £19.75 £22.22 £15.39
Median hourly rate £45.00 £32.50 £28.00
Median % change year-on-year +38.46% +16.07% +24.44%
75th Percentile £70.00 £64.63 £57.50
90th Percentile £85.40 £83.20 £66.95
UK excluding London median hourly rate £45.46 £31.42 £26.00
% change year-on-year +44.68% +20.85% +18.18%

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 7 April 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 7 April 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 7 April 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 +47 321 £500 +11.11% 223
UK excluding London -1 167 £480 +7.38% 165
London +19 157 £500 +5.26% 94
Work from Home +40 104 £500 +17.65% 107
South East -2 67 £500 +53.85% 59
Midlands -43 31 £470 -3.29% 33
North of England -57 27 £475 +23.70% 40
West Midlands -38 25 £470 -10.48% 23
South West -10 21 £473 +5.00% 15
North West -29 16 £495 +22.52% 26
Wales +1 10 - - 5
East of England -43 10 £575 - 13
Yorkshire -48 8 £463 +28.47% 12
East Midlands -28 6 £450 +0.67% 10
Scotland +6 5 £415 -7.78% 2
North East - 4 £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 17 (4.79%) Confluence
2 6 (1.69%) Apache Spark
3 5 (1.41%) CMS
4 2 (0.56%) Adobe Experience Manager
4 2 (0.56%) Apache
5 1 (0.28%) Camunda
5 1 (0.28%) Microsoft Exchange
5 1 (0.28%) SAS
Applications
1 43 (12.11%) Microsoft Excel
2 12 (3.38%) MS Visio
3 11 (3.10%) Microsoft Office
4 10 (2.82%) Microsoft PowerPoint
5 3 (0.85%) Microsoft Project
5 3 (0.85%) Spreadsheet
6 2 (0.56%) Autodesk Smoke
7 1 (0.28%) Chatbot
7 1 (0.28%) Notion
7 1 (0.28%) Oracle Smart View
7 1 (0.28%) Trello
Business Applications
1 11 (3.10%) NetSuite
2 5 (1.41%) Oracle Procure-to-Pay
2 5 (1.41%) SAP S/4HANA
2 5 (1.41%) Shopify
3 3 (0.85%) Dynamics CRM
3 3 (0.85%) Sparx Enterprise Architect
4 2 (0.56%) Oracle EBS R12
4 2 (0.56%) Remedy ITSM
4 2 (0.56%) Salesforce CRM
4 2 (0.56%) Unit4 Business World
5 1 (0.28%) Bloomberg TOMS
5 1 (0.28%) Finacle
5 1 (0.28%) FLEXCUBE
5 1 (0.28%) Maximo
5 1 (0.28%) Oracle Cash Management
5 1 (0.28%) Oracle ERP
5 1 (0.28%) Oracle Payables
5 1 (0.28%) Oracle Receivables
5 1 (0.28%) SAP Oil and Gas
5 1 (0.28%) Summit
Cloud Services
1 43 (12.11%) Azure
2 40 (11.27%) Power Platform
3 29 (8.17%) AWS
4 14 (3.94%) GitHub
5 13 (3.66%) GCP
6 9 (2.54%) Microsoft 365
6 9 (2.54%) SaaS
7 8 (2.25%) Azure Data Factory
7 8 (2.25%) Entra ID
8 6 (1.69%) Dynamics 365
9 5 (1.41%) Azure DevOps
9 5 (1.41%) Azure Synapse Analytics
9 5 (1.41%) Collibra
9 5 (1.41%) Contentsquare
9 5 (1.41%) GitHub Copilot
9 5 (1.41%) Lucidchart
9 5 (1.41%) Snowflake
10 3 (0.85%) Alation
10 3 (0.85%) ChatGPT
10 3 (0.85%) Fivetran
Communications & Networking
1 39 (10.99%) SAN
2 15 (4.23%) Network Security
3 14 (3.94%) DNS
4 10 (2.82%) WAN
5 9 (2.54%) Firewall
5 9 (2.54%) SSL
6 8 (2.25%) BGP
6 8 (2.25%) HTTP
6 8 (2.25%) LAN
6 8 (2.25%) TCP/IP
7 7 (1.97%) MPLS
8 6 (1.69%) FTP
9 5 (1.41%) SD-WAN
9 5 (1.41%) SMTP
10 4 (1.13%) Internet
10 4 (1.13%) SNMP
10 4 (1.13%) TACACS
10 4 (1.13%) VLAN
11 3 (0.85%) NAS
11 3 (0.85%) VPN
Database & Business Intelligence
1 40 (11.27%) Power BI
2 14 (3.94%) Data Warehouse
3 8 (2.25%) Tableau
4 6 (1.69%) BigQuery
4 6 (1.69%) BusinessObjects Business Intelligence
4 6 (1.69%) Data Lake
4 6 (1.69%) NoSQL
5 5 (1.41%) PostgreSQL
5 5 (1.41%) Relational Database
6 4 (1.13%) Big Data
6 4 (1.13%) Electronic Patient Records
6 4 (1.13%) Looker
6 4 (1.13%) Metadata
7 3 (0.85%) Amazon Redshift
7 3 (0.85%) Data Mart
7 3 (0.85%) Delta Lake
7 3 (0.85%) SQL Server
8 2 (0.56%) Amazon Athena
8 2 (0.56%) Amazon QuickSight
8 2 (0.56%) Neo4j
Development Applications
1 32 (9.01%) JIRA
2 5 (1.41%) Git
3 2 (0.56%) Jenkins
3 2 (0.56%) MLflow
3 2 (0.56%) MSBuild
3 2 (0.56%) SonarQube
3 2 (0.56%) Team Foundation Server
4 1 (0.28%) Appium
4 1 (0.28%) Bitbucket
4 1 (0.28%) Browser DevTools
4 1 (0.28%) Claude Code
4 1 (0.28%) Cucumber
4 1 (0.28%) GitLab
4 1 (0.28%) JMeter
4 1 (0.28%) JUnit
4 1 (0.28%) Locust
4 1 (0.28%) NUnit
4 1 (0.28%) Robot Framework
4 1 (0.28%) Selenium
4 1 (0.28%) TestRail
General
1 354 (99.72%) Analytical Skills
2 179 (50.42%) Social Skills
3 102 (28.73%) Finance
4 31 (8.73%) Public Sector
5 27 (7.61%) Banking
6 26 (7.32%) Marketing
7 21 (5.92%) Legal
8 18 (5.07%) Manufacturing
9 16 (4.51%) Organisational Skills
10 15 (4.23%) Documentation Skills
11 10 (2.82%) Telecoms
12 9 (2.54%) Influencing Skills
12 9 (2.54%) Investment Banking
13 7 (1.97%) Retail
14 6 (1.69%) Back Office
14 6 (1.69%) Publishing
15 5 (1.41%) Electronics
15 5 (1.41%) Financial Institution
15 5 (1.41%) Front Office
15 5 (1.41%) Law
Job Titles
1 83 (23.38%) Analyst
2 48 (13.52%) Business Analyst
3 34 (9.58%) Field Engineer
3 34 (9.58%) Field Service Engineer
3 34 (9.58%) IT Engineer
4 28 (7.89%) Lead
5 22 (6.20%) Developer
6 20 (5.63%) Consultant
7 19 (5.35%) Data Analyst
7 19 (5.35%) Support Engineer
8 16 (4.51%) Senior
9 13 (3.66%) Field Support Engineer
9 13 (3.66%) IT Support
9 13 (3.66%) IT Support Engineer
9 13 (3.66%) Project Manager
10 10 (2.82%) Architect
10 10 (2.82%) Senior Analyst
11 9 (2.54%) Operations Analyst
11 9 (2.54%) Operations Business Analyst
12 8 (2.25%) Data Engineer
Libraries, Frameworks & Software Standards
1 7 (1.97%) PyTorch
2 6 (1.69%) .NET
2 6 (1.69%) LDAP
2 6 (1.69%) PySpark
3 5 (1.41%) scikit-learn
3 5 (1.41%) TensorFlow
3 5 (1.41%) YAML
4 4 (1.13%) Lightning Web Components
4 4 (1.13%) NETCONF
4 4 (1.13%) Node.js
4 4 (1.13%) OpenConfig
4 4 (1.13%) Pandas
4 4 (1.13%) REST
4 4 (1.13%) RESTCONF
4 4 (1.13%) XML
4 4 (1.13%) YANG
5 3 (0.85%) Dask
5 3 (0.85%) Google JAX
5 3 (0.85%) JAX
5 3 (0.85%) LightGBM
Miscellaneous
1 42 (11.83%) Data Centre
2 21 (5.92%) Product Ownership
3 15 (4.23%) Onboarding
4 14 (3.94%) Management Information System
5 11 (3.10%) Self-Motivation
6 9 (2.54%) Hybrid Cloud
7 8 (2.25%) Operational Technology
8 7 (1.97%) Derivative
9 6 (1.69%) Blog
9 6 (1.69%) NHS
9 6 (1.69%) SCADA
10 5 (1.41%) CSOC
10 5 (1.41%) Cyber Threat
10 5 (1.41%) Cyberattack
10 5 (1.41%) Distributed Systems
10 5 (1.41%) Security Operations Centre
11 4 (1.13%) Foreign Exchange (FX)
11 4 (1.13%) Social Media
12 3 (0.85%) Digital Media
12 3 (0.85%) Media Streaming
Operating Systems
1 28 (7.89%) Windows
2 15 (4.23%) Linux
3 11 (3.10%) Windows Server
4 4 (1.13%) Red Hat Enterprise Linux
5 2 (0.56%) Apple iOS
5 2 (0.56%) Mac OS
5 2 (0.56%) Unix
6 1 (0.28%) VMS
6 1 (0.28%) Windows 10
Processes & Methodologies
1 143 (40.28%) Problem-Solving
2 86 (24.23%) Agile
3 83 (23.38%) Stakeholder Management
4 73 (20.56%) Continuous Improvement
5 59 (16.62%) Stakeholder Engagement
6 56 (15.77%) Decision-Making
7 55 (15.49%) Analytics
8 53 (14.93%) Business Intelligence
9 38 (10.70%) Data Modelling
10 37 (10.42%) AI
10 37 (10.42%) Customer Service
11 35 (9.86%) Data Governance
12 34 (9.58%) Actionable Insight
12 34 (9.58%) Break/Fix
12 34 (9.58%) Validation
13 33 (9.30%) Business Analysis
13 33 (9.30%) Roadmaps
14 32 (9.01%) Process Improvement
15 31 (8.73%) Workshop Facilitation
16 30 (8.45%) Change Management
Programming Languages
1 73 (20.56%) SQL
2 44 (12.39%) Python
3 26 (7.32%) PowerShell
4 16 (4.51%) C#
5 11 (3.10%) Java
6 10 (2.82%) TypeScript
7 8 (2.25%) Bash
8 6 (1.69%) Data Analysis Expressions
9 4 (1.13%) Apex Code
9 4 (1.13%) C++
10 3 (0.85%) JavaScript
10 3 (0.85%) Kusto Query Language
10 3 (0.85%) VBA
11 2 (0.56%) Bicep
11 2 (0.56%) Go
11 2 (0.56%) R
12 1 (0.28%) LookML
12 1 (0.28%) Shell Script
12 1 (0.28%) SOQL
12 1 (0.28%) Tcl
Qualifications
1 51 (14.37%) Security Cleared
2 45 (12.68%) Degree
3 41 (11.55%) Cisco Certification
4 37 (10.42%) CCNA
5 36 (10.14%) MCSE
5 36 (10.14%) Microsoft Certification
6 34 (9.58%) A+ Certification
6 34 (9.58%) Network+ Certification
7 31 (8.73%) SC Cleared
8 21 (5.92%) DV Cleared
9 13 (3.66%) Master's Degree
9 13 (3.66%) PMI Certification
10 11 (3.10%) Computer Science Degree
11 10 (2.82%) PMP
12 4 (1.13%) BPSS Clearance
12 4 (1.13%) CBAP
12 4 (1.13%) CEH
12 4 (1.13%) CISA
12 4 (1.13%) CISSP
12 4 (1.13%) JNCIE
Quality Assurance & Compliance
1 37 (10.42%) Data Quality
2 29 (8.17%) GDPR
3 22 (6.20%) QA
4 15 (4.23%) ISO/IEC 27001
5 13 (3.66%) Accessibility
6 11 (3.10%) NIST
7 6 (1.69%) PMO
8 5 (1.41%) Actionable Recommendations
8 5 (1.41%) Sarbanes-Oxley
9 4 (1.13%) SLA
10 3 (0.85%) California Consumer Privacy Act
10 3 (0.85%) Cyber Essentials
10 3 (0.85%) MiFID
10 3 (0.85%) Solvency II
10 3 (0.85%) WCAG
11 2 (0.56%) EMIR
11 2 (0.56%) HIPAA
11 2 (0.56%) NIST 800
11 2 (0.56%) PCI DSS
12 1 (0.28%) ISO/IEC 27005
System Software
1 16 (4.51%) Active Directory
2 9 (2.54%) Docker
3 6 (1.69%) Hyper-V
3 6 (1.69%) VMware Infrastructure
4 4 (1.13%) Firmware
5 3 (0.85%) VMware ESXi
6 2 (0.56%) KVM
6 2 (0.56%) NDS
6 2 (0.56%) NetIQ eDirectory
6 2 (0.56%) Virtual Machines
7 1 (0.28%) NFS
7 1 (0.28%) RACF
7 1 (0.28%) Xen
Systems Management
1 10 (2.82%) Ansible
1 10 (2.82%) Kubernetes
2 8 (2.25%) Terraform
3 6 (1.69%) Microsoft Intune
4 4 (1.13%) SCCM
4 4 (1.13%) SCOM
4 4 (1.13%) vCenter Server
5 2 (0.56%) Podman
6 1 (0.28%) Grafana
6 1 (0.28%) Jamf Pro
6 1 (0.28%) Kibana
6 1 (0.28%) Prometheus
6 1 (0.28%) Single Sign-On
6 1 (0.28%) Suricata
6 1 (0.28%) SysTrack
Vendors
1 45 (12.68%) Microsoft
2 34 (9.58%) Dell
3 26 (7.32%) SAP
4 16 (4.51%) Oracle
4 16 (4.51%) Salesforce
5 15 (4.23%) VMware
6 13 (3.66%) Databricks
7 11 (3.10%) ServiceNow
8 8 (2.25%) Cisco
9 6 (1.69%) BMC
9 6 (1.69%) Google
10 5 (1.41%) Adobe
10 5 (1.41%) Fortinet
10 5 (1.41%) Murex
10 5 (1.41%) Nexthink
11 4 (1.13%) F5
11 4 (1.13%) Informatica
11 4 (1.13%) Juniper
11 4 (1.13%) Red Hat
11 4 (1.13%) Splunk