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 December 2025, comparing them to the same period in the previous two years.

6 months to
18 Dec 2025
Same period 2024 Same period 2023
Rank 275 406 438
Rank change year-on-year +131 +32 +168
Contract jobs citing Analytical Mindset 373 139 168
As % of all contract jobs in the UK 1.02% 0.41% 0.38%
As % of the Miscellaneous category 2.91% 1.27% 1.20%
Number of daily rates quoted 244 82 104
10th Percentile £281 £225 £107
25th Percentile £371 £263 £260
Median daily rate (50th Percentile) £500 £495 £450
Median % change year-on-year +1.01% +10.00% +4.65%
75th Percentile £594 £588 £602
90th Percentile £675 £671 £660
UK excluding London median daily rate £450 £450 £400
% change year-on-year - +12.50% +263.64%
Number of hourly rates quoted 21 8 24
10th Percentile £18.25 - -
25th Percentile £24.50 £11.75 £16.25
Median hourly rate £47.50 £16.25 £18.00
Median % change year-on-year +192.31% -9.72% -70.73%
75th Percentile £75.00 £21.75 £24.13
90th Percentile £83.75 - £25.25
UK excluding London median hourly rate £65.00 £13.50 £18.00
% change year-on-year +381.48% -25.00% -44.72%

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 12,833 10,908 13,970
As % of all contract IT jobs advertised in the UK 35.07% 31.91% 31.64%
Number of daily rates quoted 8,021 6,528 9,313
10th Percentile £275 £269 £263
25th Percentile £406 £410 £413
Median daily rate (50th Percentile) £503 £538 £550
Median % change year-on-year -6.51% -2.27% -
75th Percentile £625 £656 £668
90th Percentile £738 £775 £770
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 642 339 495
10th Percentile £13.54 £17.45 £16.50
25th Percentile £18.01 £22.86 £20.50
Median hourly rate £27.21 £33.00 £42.50
Median % change year-on-year -17.55% -22.35% +21.43%
75th Percentile £58.94 £64.63 £65.00
90th Percentile £74.26 £78.47 £77.20
UK excluding London median hourly rate £27.50 £32.50 £45.21
% change year-on-year -15.38% -28.11% +52.12%

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 December 2025.

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 December 2025.

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 December 2025. 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 +128 334 £500 +1.01% 234
UK excluding London +72 173 £450 - 184
London +80 166 £513 -2.38% 90
Work from Home +50 98 £425 +0.18% 132
South East +23 56 £380 -1.94% 61
North of England -25 41 £550 +120.00% 40
Midlands -10 32 £380 - 27
North West -4 26 £460 +84.00% 29
East of England -6 19 £678 +35.50% 15
West Midlands -15 19 £420 - 14
Scotland +16 15 £503 +11.67% 6
Yorkshire -29 15 £563 +90.68% 9
East Midlands -4 13 £368 - 13
South West -2 10 £588 +38.24% 31
Wales - 5 £588 - 6
North East - 1 £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 18 (4.83%) Confluence
2 8 (2.14%) SharePoint
3 5 (1.34%) Anypoint
4 4 (1.07%) Apache Spark
5 2 (0.54%) Adobe Experience Manager
5 2 (0.54%) CMS
6 1 (0.27%) Apache
6 1 (0.27%) Camunda
Applications
1 52 (13.94%) Microsoft Excel
2 12 (3.22%) Microsoft Office
3 11 (2.95%) MS Visio
3 11 (2.95%) Siemens NX
4 8 (2.14%) Microsoft PowerPoint
5 7 (1.88%) Microsoft Project
6 3 (0.80%) Navisworks
6 3 (0.80%) Revit
7 2 (0.54%) Adobe Creative Suite
7 2 (0.54%) Autodesk Smoke
7 2 (0.54%) ProjectWise
7 2 (0.54%) Sketch
7 2 (0.54%) Spreadsheet
8 1 (0.27%) Chatbot
8 1 (0.27%) Notion
8 1 (0.27%) Trello
Business Applications
1 11 (2.95%) Teamcenter
2 9 (2.41%) SAP S/4HANA
3 8 (2.14%) NetSuite
4 6 (1.61%) Dynamics CRM
5 4 (1.07%) Payment Gateway
5 4 (1.07%) Shopify
5 4 (1.07%) Sparx Enterprise Architect
6 3 (0.80%) Endur
6 3 (0.80%) Oracle EBS
7 2 (0.54%) Remedy ITSM
8 1 (0.27%) Bloomberg TOMS
8 1 (0.27%) Dynamics AX
8 1 (0.27%) Elite 3E
8 1 (0.27%) IntelliMatch
8 1 (0.27%) Oracle EBS R12
8 1 (0.27%) Oracle Procure-to-Pay
8 1 (0.27%) Primavera
8 1 (0.27%) Salesforce CRM
8 1 (0.27%) SAP EHS
8 1 (0.27%) Workday HCM
Cloud Services
1 51 (13.67%) Azure
2 43 (11.53%) Power Platform
3 39 (10.46%) AWS
4 18 (4.83%) GCP
5 12 (3.22%) SaaS
6 11 (2.95%) Azure DevOps
7 10 (2.68%) Contentsquare
7 10 (2.68%) Dynamics 365
8 9 (2.41%) Collibra
9 7 (1.88%) GitHub
9 7 (1.88%) Microsoft 365
10 5 (1.34%) PowerApps
11 4 (1.07%) Azure Data Factory
11 4 (1.07%) Azure Sentinel
11 4 (1.07%) Cloud Computing
11 4 (1.07%) Google Analytics
11 4 (1.07%) Google Data Studio
11 4 (1.07%) Lucidchart
11 4 (1.07%) Snowflake
12 3 (0.80%) OpenShift
Communications & Networking
1 30 (8.04%) DNS
2 22 (5.90%) Network Security
3 19 (5.09%) TCP/IP
4 17 (4.56%) HTTP
4 17 (4.56%) SSL
5 14 (3.75%) VLAN
6 13 (3.49%) FTP
6 13 (3.49%) SMTP
7 12 (3.22%) DHCP
8 9 (2.41%) Firewall
9 7 (1.88%) SAN
10 5 (1.34%) BGP
10 5 (1.34%) LAN
11 3 (0.80%) Software-Defined Networking
12 2 (0.54%) Internet
12 2 (0.54%) MPLS
12 2 (0.54%) SMS
12 2 (0.54%) TACACS
12 2 (0.54%) VPN
12 2 (0.54%) WAN
Database & Business Intelligence
1 42 (11.26%) Power BI
2 18 (4.83%) Tableau
3 10 (2.68%) Data Warehouse
3 10 (2.68%) SQL Server
4 9 (2.41%) BigQuery
5 8 (2.14%) Metadata
6 7 (1.88%) BusinessObjects Business Intelligence
7 6 (1.61%) Big Data
8 5 (1.34%) PostgreSQL
8 5 (1.34%) Power Query
9 4 (1.07%) Looker
10 3 (0.80%) Data Mart
10 3 (0.80%) MongoDB
10 3 (0.80%) MSDE
10 3 (0.80%) Neo4j
10 3 (0.80%) NoSQL
10 3 (0.80%) Oracle Reports
11 2 (0.54%) Data Lake
11 2 (0.54%) Relational Database
11 2 (0.54%) Weaviate
Development Applications
1 30 (8.04%) JIRA
2 5 (1.34%) Git
3 4 (1.07%) Bitbucket
3 4 (1.07%) Jenkins
4 3 (0.80%) IntelliJ
4 3 (0.80%) PyCharm
4 3 (0.80%) Visual Studio
4 3 (0.80%) Visual Studio Code
4 3 (0.80%) Visual Website Optimizer
5 2 (0.54%) MSBuild
5 2 (0.54%) SonarQube
5 2 (0.54%) Team Foundation Server
6 1 (0.27%) Eclipse
6 1 (0.27%) JMeter
6 1 (0.27%) Locust
6 1 (0.27%) MLflow
General
1 372 (99.73%) Analytical Skills
2 197 (52.82%) Social Skills
3 133 (35.66%) Finance
4 36 (9.65%) Banking
5 31 (8.31%) Public Sector
6 27 (7.24%) Marketing
7 25 (6.70%) Manufacturing
8 23 (6.17%) Legal
9 18 (4.83%) Investment Banking
10 13 (3.49%) Telecoms
11 12 (3.22%) Financial Institution
12 11 (2.95%) Aerospace
12 11 (2.95%) Influencing Skills
12 11 (2.95%) Retail
13 10 (2.68%) Publishing
14 7 (1.88%) Back Office
14 7 (1.88%) Electronics
14 7 (1.88%) Organisational Skills
15 6 (1.61%) Documentation Skills
15 6 (1.61%) Presentation Skills
Job Titles
1 108 (28.95%) Analyst
2 38 (10.19%) Business Analyst
3 23 (6.17%) Architect
3 23 (6.17%) Data Analyst
4 21 (5.63%) Lead
5 18 (4.83%) Consultant
5 18 (4.83%) Senior
6 16 (4.29%) Developer
6 16 (4.29%) SOC Analyst
7 14 (3.75%) Project Manager
7 14 (3.75%) Support Engineer
8 13 (3.49%) Infrastructure Engineer
9 11 (2.95%) Infrastructure Support
9 11 (2.95%) Infrastructure Support Engineer
9 11 (2.95%) Product Manager
9 11 (2.95%) Project Leader
10 9 (2.41%) Product Owner
11 8 (2.14%) Field Engineer
11 8 (2.14%) Field Service Engineer
11 8 (2.14%) IT Manager
Libraries, Frameworks & Software Standards
1 15 (4.02%) LDAP
2 11 (2.95%) JSON
3 8 (2.14%) REST
3 8 (2.14%) TensorFlow
4 7 (1.88%) scikit-learn
5 6 (1.61%) PyTorch
6 5 (1.34%) .NET
6 5 (1.34%) HTML
6 5 (1.34%) Oracle Fusion
6 5 (1.34%) Pandas
6 5 (1.34%) React
7 4 (1.07%) EDI
7 4 (1.07%) Node.js
8 3 (0.80%) Dask
8 3 (0.80%) Google JAX
8 3 (0.80%) LightGBM
8 3 (0.80%) Middleware
8 3 (0.80%) PySpark
8 3 (0.80%) Swagger
8 3 (0.80%) XGBoost
Miscellaneous
1 28 (7.51%) Management Information System
2 20 (5.36%) Product Ownership
3 16 (4.29%) Onboarding
4 13 (3.49%) CSOC
4 13 (3.49%) Cyber Threat
4 13 (3.49%) Cyberattack
4 13 (3.49%) Security Operations Centre
5 11 (2.95%) Data Centre
6 9 (2.41%) Derivative
7 8 (2.14%) Algorithms
7 8 (2.14%) Self-Motivation
8 6 (1.61%) Cloud Native
8 6 (1.61%) PMI
9 4 (1.07%) Fixed Income
9 4 (1.07%) Hybrid Cloud
9 4 (1.07%) Legacy Systems
9 4 (1.07%) SCADA
9 4 (1.07%) Social Media
10 3 (0.80%) Enterprise Software
10 3 (0.80%) IoT
Operating Systems
1 35 (9.38%) Windows
2 26 (6.97%) Linux
3 7 (1.88%) Windows Server
4 3 (0.80%) Red Hat Enterprise Linux
5 2 (0.54%) VMS
6 1 (0.27%) Android
6 1 (0.27%) Unix
6 1 (0.27%) Windows Server 2016
Processes & Methodologies
1 149 (39.95%) Problem-Solving
2 104 (27.88%) Agile
3 89 (23.86%) Stakeholder Management
4 68 (18.23%) Continuous Improvement
5 66 (17.69%) Analytics
6 61 (16.35%) Decision-Making
6 61 (16.35%) Stakeholder Engagement
7 56 (15.01%) Business Intelligence
8 42 (11.26%) Roadmaps
9 39 (10.46%) AI
10 38 (10.19%) Visualisation
11 35 (9.38%) Actionable Insight
11 35 (9.38%) Data Governance
12 34 (9.12%) Data Analysis
12 34 (9.12%) Risk Management
13 32 (8.58%) ITIL
14 31 (8.31%) Scrum
15 30 (8.04%) Machine Learning
16 29 (7.77%) Data Modelling
16 29 (7.77%) DevOps
Programming Languages
1 86 (23.06%) SQL
2 63 (16.89%) Python
3 33 (8.85%) PowerShell
4 17 (4.56%) Java
5 16 (4.29%) C#
6 8 (2.14%) JavaScript
7 7 (1.88%) TypeScript
8 5 (1.34%) Bash
9 4 (1.07%) Data Analysis Expressions
9 4 (1.07%) Kusto Query Language
9 4 (1.07%) R
10 3 (0.80%) Korn
10 3 (0.80%) VBA
11 2 (0.54%) BeanShell
11 2 (0.54%) C++
11 2 (0.54%) Go
11 2 (0.54%) RPG
11 2 (0.54%) Shell Script
12 1 (0.27%) Cypher
12 1 (0.27%) PHP
Qualifications
1 67 (17.96%) Security Cleared
2 65 (17.43%) Degree
3 53 (14.21%) SC Cleared
4 22 (5.90%) Microsoft Certification
5 19 (5.09%) DV Cleared
6 18 (4.83%) Network+ Certification
6 18 (4.83%) PMI Certification
7 14 (3.75%) Master's Degree
8 13 (3.49%) PMP
9 12 (3.22%) Computer Science Degree
10 11 (2.95%) Azure Certification
10 11 (2.95%) Server+ Certification
11 9 (2.41%) Cisco Certification
12 8 (2.14%) CSPO
13 7 (1.88%) A+ Certification
13 7 (1.88%) CBAP
13 7 (1.88%) CCNA
13 7 (1.88%) MCSE
14 5 (1.34%) CISSP
15 3 (0.80%) BPSS Clearance
Quality Assurance & Compliance
1 39 (10.46%) Data Quality
2 28 (7.51%) QA
3 26 (6.97%) GDPR
4 12 (3.22%) Accessibility
5 7 (1.88%) Sarbanes-Oxley
6 6 (1.61%) PMO
6 6 (1.61%) SLA
7 5 (1.34%) ISO/IEC 27001
7 5 (1.34%) NIST
8 4 (1.07%) HIPAA
8 4 (1.07%) MiFID
9 3 (0.80%) GRC
9 3 (0.80%) ISO 19650
9 3 (0.80%) PCI DSS
10 2 (0.54%) EMIR
10 2 (0.54%) Solvency II
11 1 (0.27%) Actionable Recommendations
11 1 (0.27%) COSHH
11 1 (0.27%) FIPS 140-2
11 1 (0.27%) ISO 22301
System Software
1 12 (3.22%) Active Directory
1 12 (3.22%) Docker
2 11 (2.95%) Hyper-V
2 11 (2.95%) VMware Infrastructure
3 4 (1.07%) NDS
3 4 (1.07%) NetIQ eDirectory
4 3 (0.80%) Virtual Desktop
4 3 (0.80%) Virtual Machines
5 1 (0.27%) Xen
Systems Management
1 15 (4.02%) Kubernetes
2 11 (2.95%) Ansible
3 9 (2.41%) Terraform
4 5 (1.34%) SCCM
5 3 (0.80%) SCOM
5 3 (0.80%) vCenter Server
6 2 (0.54%) Microsoft Intune
6 2 (0.54%) Single Sign-On
6 2 (0.54%) vRealize
7 1 (0.27%) Kibana
7 1 (0.27%) Suricata
Vendors
1 64 (17.16%) Microsoft
2 29 (7.77%) SAP
3 18 (4.83%) Google
4 16 (4.29%) ServiceNow
5 14 (3.75%) Oracle
5 14 (3.75%) VMware
6 13 (3.49%) Adobe
7 10 (2.68%) Siemens
8 9 (2.41%) Salesforce
9 8 (2.14%) Databricks
10 7 (1.88%) Alteryx
10 7 (1.88%) Dell
11 5 (1.34%) CyberArk
11 5 (1.34%) MuleSoft
11 5 (1.34%) Splunk
12 4 (1.07%) BMC
12 4 (1.07%) Informatica
12 4 (1.07%) Murex
12 4 (1.07%) NetIQ
12 4 (1.07%) Sparx