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

6 months to
16 Apr 2026
Same period 2025 Same period 2024
Rank 310 384 401
Rank change year-on-year +74 +17 +158
Contract jobs citing Analytical Mindset 354 152 190
As % of all contract jobs in the UK 0.77% 0.52% 0.43%
As % of the Miscellaneous category 2.38% 1.53% 1.42%
Number of daily rates quoted 220 103 97
10th Percentile £304 £250 £180
25th Percentile £400 £374 £381
Median daily rate (50th Percentile) £500 £450 £525
Median % change year-on-year +11.11% -14.29% -
75th Percentile £588 £600 £575
90th Percentile £656 £643 £640
UK excluding London median daily rate £475 £449 £525
% change year-on-year +5.91% -14.57% +16.67%
Number of hourly rates quoted 23 5 60
10th Percentile £14.10 £50.55 £11.75
25th Percentile £18.38 £67.50 £13.50
Median hourly rate £47.00 £80.68 £17.50
Median % change year-on-year -41.74% +361.00% -72.00%
75th Percentile £66.92 £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 14,844 9,914 13,363
As % of all contract IT jobs advertised in the UK 32.32% 33.84% 30.49%
Number of daily rates quoted 9,287 6,351 8,565
10th Percentile £300 £295 £263
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £500 £525 £538
Median % change year-on-year -4.76% -2.33% -2.27%
75th Percentile £625 £650 £650
90th Percentile £738 £775 £775
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 704 384 904
10th Percentile £16.01 £16.95 £12.25
25th Percentile £20.72 £22.44 £15.17
Median hourly rate £45.00 £32.50 £27.25
Median % change year-on-year +38.46% +19.27% +21.19%
75th Percentile £70.00 £64.52 £57.50
90th Percentile £85.40 £83.20 £67.38
UK excluding London median hourly rate £47.50 £32.50 £25.28
% change year-on-year +46.15% +28.59% +14.89%

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 16 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 16 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 16 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 +62 321 £500 +11.11% 238
UK excluding London +16 174 £475 +5.91% 166
London +20 152 £500 - 108
Work from Home +34 101 £500 +21.14% 89
South East +7 70 £500 +53.85% 62
Midlands -41 31 £470 -3.29% 31
North of England -57 28 £475 +15.85% 41
West Midlands -36 25 £470 -10.48% 20
South West -11 22 £410 -15.90% 11
North West -28 18 £501 +23.89% 26
Wales -4 11 - - 6
East of England -43 10 £575 - 12
Yorkshire -51 7 £450 +9.76% 14
Scotland +5 6 £380 -15.56% 3
East Midlands -29 6 £450 +0.67% 11
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 16 (4.52%) Confluence
2 5 (1.41%) Apache Spark
2 5 (1.41%) CMS
3 2 (0.56%) Adobe Experience Manager
3 2 (0.56%) Apache
4 1 (0.28%) Camunda
4 1 (0.28%) Microsoft Exchange
4 1 (0.28%) SAS
Applications
1 41 (11.58%) Microsoft Excel
2 12 (3.39%) Microsoft Office
2 12 (3.39%) MS Visio
3 10 (2.82%) Microsoft PowerPoint
4 3 (0.85%) Microsoft Project
4 3 (0.85%) Spreadsheet
5 2 (0.56%) Autodesk Smoke
6 1 (0.28%) Chatbot
6 1 (0.28%) Oracle Smart View
6 1 (0.28%) Trello
Business Applications
1 11 (3.11%) NetSuite
2 6 (1.69%) Oracle Procure-to-Pay
3 5 (1.41%) SAP S/4HANA
3 5 (1.41%) Shopify
4 3 (0.85%) Dynamics CRM
5 2 (0.56%) Finacle
5 2 (0.56%) Oracle EBS R12
5 2 (0.56%) Remedy ITSM
5 2 (0.56%) Salesforce CRM
5 2 (0.56%) Unit4 Business World
6 1 (0.28%) Bloomberg TOMS
6 1 (0.28%) Maximo
6 1 (0.28%) Oracle Assets
6 1 (0.28%) Oracle Cash Management
6 1 (0.28%) Oracle ERP
6 1 (0.28%) Oracle Payables
6 1 (0.28%) Oracle Receivables
6 1 (0.28%) Oracle Subledger Accounting
6 1 (0.28%) Sparx Enterprise Architect
6 1 (0.28%) Summit
Cloud Services
1 42 (11.86%) Azure
2 37 (10.45%) Power Platform
3 28 (7.91%) AWS
4 13 (3.67%) GitHub
5 11 (3.11%) GCP
6 10 (2.82%) SaaS
7 9 (2.54%) Microsoft 365
8 8 (2.26%) Azure Data Factory
8 8 (2.26%) Entra ID
9 6 (1.69%) Dynamics 365
10 5 (1.41%) Azure Synapse Analytics
10 5 (1.41%) Collibra
10 5 (1.41%) Contentsquare
10 5 (1.41%) GitHub Copilot
10 5 (1.41%) Lucidchart
10 5 (1.41%) Snowflake
11 4 (1.13%) Azure DevOps
12 3 (0.85%) Alation
12 3 (0.85%) Fivetran
12 3 (0.85%) Salesforce Einstein
Communications & Networking
1 46 (12.99%) SAN
2 15 (4.24%) Network Security
3 14 (3.95%) DNS
4 10 (2.82%) WAN
5 8 (2.26%) BGP
5 8 (2.26%) Firewall
5 8 (2.26%) SSL
6 7 (1.98%) HTTP
6 7 (1.98%) LAN
6 7 (1.98%) MPLS
6 7 (1.98%) TCP/IP
7 6 (1.69%) FTP
8 5 (1.41%) SD-WAN
8 5 (1.41%) SMTP
9 4 (1.13%) Internet
9 4 (1.13%) SNMP
9 4 (1.13%) TACACS
9 4 (1.13%) VLAN
10 3 (0.85%) Software-Defined Networking
10 3 (0.85%) VPN
Database & Business Intelligence
1 37 (10.45%) Power BI
2 15 (4.24%) Data Warehouse
3 8 (2.26%) Tableau
4 7 (1.98%) Data Lake
5 6 (1.69%) BusinessObjects Business Intelligence
5 6 (1.69%) Relational Database
6 5 (1.41%) BigQuery
6 5 (1.41%) Metadata
6 5 (1.41%) NoSQL
7 4 (1.13%) Electronic Patient Records
7 4 (1.13%) Looker
7 4 (1.13%) PostgreSQL
8 3 (0.85%) Amazon Redshift
8 3 (0.85%) Big Data
8 3 (0.85%) Data Mart
8 3 (0.85%) Delta Lake
8 3 (0.85%) RDBMS
9 2 (0.56%) Pinecone
9 2 (0.56%) Power Query
9 2 (0.56%) Weaviate
Development Applications
1 29 (8.19%) JIRA
2 4 (1.13%) 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%) Gatling
4 1 (0.28%) GitLab
4 1 (0.28%) JMeter
4 1 (0.28%) JUnit
4 1 (0.28%) LoadRunner
4 1 (0.28%) Robot Framework
4 1 (0.28%) Selenium
4 1 (0.28%) TestRail
General
1 353 (99.72%) Analytical Skills
2 174 (49.15%) Social Skills
3 100 (28.25%) Finance
4 32 (9.04%) Public Sector
5 27 (7.63%) Banking
6 26 (7.34%) Marketing
7 20 (5.65%) Legal
8 18 (5.08%) Manufacturing
9 16 (4.52%) Organisational Skills
10 14 (3.95%) Documentation Skills
11 11 (3.11%) Telecoms
12 9 (2.54%) Influencing Skills
13 7 (1.98%) Back Office
13 7 (1.98%) Investment Banking
14 6 (1.69%) Front Office
14 6 (1.69%) Retail
15 5 (1.41%) Financial Institution
15 5 (1.41%) Inclusion and Diversity
15 5 (1.41%) Presentation Skills
16 4 (1.13%) Law
Job Titles
1 80 (22.60%) Analyst
2 47 (13.28%) Business Analyst
3 41 (11.58%) Field Engineer
3 41 (11.58%) Field Service Engineer
3 41 (11.58%) IT Engineer
4 26 (7.34%) Lead
5 22 (6.21%) Developer
6 20 (5.65%) Support Engineer
7 19 (5.37%) Data Analyst
8 18 (5.08%) Consultant
9 16 (4.52%) Senior
10 14 (3.95%) Field Support Engineer
10 14 (3.95%) IT Support
10 14 (3.95%) IT Support Engineer
11 11 (3.11%) Project Manager
12 10 (2.82%) Architect
12 10 (2.82%) Operations Analyst
12 10 (2.82%) Operations Business Analyst
12 10 (2.82%) Senior Analyst
13 8 (2.26%) Security Analyst
Libraries, Frameworks & Software Standards
1 6 (1.69%) .NET
1 6 (1.69%) LDAP
1 6 (1.69%) PySpark
1 6 (1.69%) PyTorch
2 5 (1.41%) YAML
3 4 (1.13%) Lightning Web Components
3 4 (1.13%) NETCONF
3 4 (1.13%) Node.js
3 4 (1.13%) OpenConfig
3 4 (1.13%) Pandas
3 4 (1.13%) REST
3 4 (1.13%) RESTCONF
3 4 (1.13%) scikit-learn
3 4 (1.13%) TensorFlow
3 4 (1.13%) XML
3 4 (1.13%) YANG
4 3 (0.85%) EDI
4 3 (0.85%) Kafka
4 3 (0.85%) Middleware
5 2 (0.56%) HTML
Miscellaneous
1 50 (14.12%) Data Centre
2 21 (5.93%) Product Ownership
3 15 (4.24%) Onboarding
4 14 (3.95%) Management Information System
5 9 (2.54%) Operational Technology
5 9 (2.54%) Self-Motivation
6 8 (2.26%) Hybrid Cloud
7 7 (1.98%) SCADA
8 6 (1.69%) Blog
8 6 (1.69%) Derivative
8 6 (1.69%) NHS
9 5 (1.41%) CSOC
9 5 (1.41%) Cyber Threat
9 5 (1.41%) Cyberattack
9 5 (1.41%) Distributed Systems
9 5 (1.41%) Security Operations Centre
9 5 (1.41%) Web Conferencing
10 4 (1.13%) Foreign Exchange (FX)
10 4 (1.13%) Social Media
11 3 (0.85%) PMI
Operating Systems
1 28 (7.91%) Windows
2 15 (4.24%) Linux
3 11 (3.11%) Windows Server
4 5 (1.41%) Red Hat Enterprise Linux
5 3 (0.85%) Unix
6 2 (0.56%) Apple iOS
6 2 (0.56%) Mac OS
7 1 (0.28%) AIX
7 1 (0.28%) HPUX
7 1 (0.28%) Oracle Linux
7 1 (0.28%) Solaris
7 1 (0.28%) SUSE
7 1 (0.28%) VMS
7 1 (0.28%) Windows 10
Processes & Methodologies
1 145 (40.96%) Problem-Solving
2 80 (22.60%) Agile
3 78 (22.03%) Stakeholder Management
4 69 (19.49%) Continuous Improvement
5 59 (16.67%) Stakeholder Engagement
6 53 (14.97%) Analytics
6 53 (14.97%) Decision-Making
7 49 (13.84%) Business Intelligence
8 44 (12.43%) Customer Service
9 41 (11.58%) Break/Fix
10 39 (11.02%) Data Modelling
11 36 (10.17%) AI
12 35 (9.89%) Data Governance
13 34 (9.60%) Process Improvement
13 34 (9.60%) Roadmaps
14 33 (9.32%) Actionable Insight
15 32 (9.04%) Business Analysis
16 30 (8.47%) Change Management
16 30 (8.47%) Validation
16 30 (8.47%) Workshop Facilitation
Programming Languages
1 68 (19.21%) SQL
2 40 (11.30%) Python
3 24 (6.78%) PowerShell
4 16 (4.52%) C#
5 11 (3.11%) Java
5 11 (3.11%) TypeScript
6 8 (2.26%) Bash
7 6 (1.69%) Data Analysis Expressions
8 4 (1.13%) Apex Code
8 4 (1.13%) C++
9 3 (0.85%) JavaScript
9 3 (0.85%) Kusto Query Language
9 3 (0.85%) VBA
10 2 (0.56%) Bicep
10 2 (0.56%) Go
10 2 (0.56%) R
11 1 (0.28%) LookML
11 1 (0.28%) PHP
11 1 (0.28%) Scala
11 1 (0.28%) SOQL
Qualifications
1 49 (13.84%) Security Cleared
2 48 (13.56%) Cisco Certification
3 44 (12.43%) CCNA
4 43 (12.15%) MCSE
4 43 (12.15%) Microsoft Certification
5 42 (11.86%) Degree
6 41 (11.58%) A+ Certification
6 41 (11.58%) Network+ Certification
7 31 (8.76%) SC Cleared
8 19 (5.37%) DV Cleared
9 13 (3.67%) Master's Degree
10 11 (3.11%) Computer Science Degree
11 10 (2.82%) PMI Certification
12 7 (1.98%) PMP
13 5 (1.41%) CISSP
14 4 (1.13%) BPSS Clearance
14 4 (1.13%) CCIE
14 4 (1.13%) CEH
14 4 (1.13%) CISA
14 4 (1.13%) JNCIE
Quality Assurance & Compliance
1 35 (9.89%) Data Quality
2 28 (7.91%) GDPR
3 21 (5.93%) QA
4 17 (4.80%) ISO/IEC 27001
5 12 (3.39%) Accessibility
6 11 (3.11%) NIST
7 6 (1.69%) PMO
8 5 (1.41%) Actionable Recommendations
9 4 (1.13%) 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%) Solvency II
10 3 (0.85%) WCAG
11 2 (0.56%) GRC
11 2 (0.56%) NIST 800
11 2 (0.56%) PCI DSS
12 1 (0.28%) HIPAA
12 1 (0.28%) HMG Security Policy Framework
12 1 (0.28%) ISO/IEC 27005
System Software
1 16 (4.52%) Active Directory
2 8 (2.26%) 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%) Virtual Machines
7 1 (0.28%) NDS
7 1 (0.28%) NetIQ eDirectory
7 1 (0.28%) NFS
7 1 (0.28%) RACF
7 1 (0.28%) Xen
Systems Management
1 10 (2.82%) Ansible
2 9 (2.54%) Kubernetes
3 8 (2.26%) Terraform
4 6 (1.69%) Microsoft Intune
5 4 (1.13%) SCCM
5 4 (1.13%) SCOM
5 4 (1.13%) vCenter Server
6 2 (0.56%) Podman
7 1 (0.28%) Grafana
7 1 (0.28%) Jamf Pro
7 1 (0.28%) Kibana
7 1 (0.28%) Prometheus
7 1 (0.28%) Single Sign-On
7 1 (0.28%) Suricata
7 1 (0.28%) SysTrack
Vendors
1 46 (12.99%) Microsoft
2 41 (11.58%) Dell
3 25 (7.06%) SAP
4 18 (5.08%) Oracle
4 18 (5.08%) Salesforce
5 15 (4.24%) VMware
6 12 (3.39%) Databricks
7 10 (2.82%) Cisco
8 9 (2.54%) ServiceNow
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
10 5 (1.41%) Red Hat
11 4 (1.13%) F5
11 4 (1.13%) Informatica
11 4 (1.13%) Juniper
12 3 (0.85%) BT