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 3 July 2026, comparing them to the same period in the previous two years.

6 months to
3 Jul 2026
Same period 2025 Same period 2024
Rank 316 351 443
Rank change year-on-year +35 +92 +82
Contract jobs citing Analytical Mindset 370 192 148
As % of all contract jobs in the UK 0.72% 0.61% 0.34%
As % of the Miscellaneous category 2.18% 1.77% 1.13%
Number of daily rates quoted 209 117 80
10th Percentile £245 £283 £261
25th Percentile £400 £380 £408
Median daily rate (50th Percentile) £494 £450 £525
Median % change year-on-year +9.78% -14.29% -1.41%
75th Percentile £588 £550 £578
90th Percentile £656 £646 £676
UK excluding London median daily rate £476 £450 £525
% change year-on-year +5.78% -14.29% -4.55%
Number of hourly rates quoted 25 7 44
10th Percentile £14.10 £30.15 £11.75
25th Percentile £25.25 £53.38 £12.00
Median hourly rate £47.00 £80.68 £14.50
Median % change year-on-year -41.74% +456.38% -35.56%
75th Percentile £55.75 £81.18 £18.94
90th Percentile £67.84 £81.35 £23.88
UK excluding London median hourly rate £27.28 £80.68 £14.00
% change year-on-year -66.19% +476.25% -29.11%

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 16,974 10,834 13,148
As % of all contract IT jobs advertised in the UK 32.95% 34.64% 30.24%
Number of daily rates quoted 10,364 6,746 8,352
10th Percentile £313 £300 £280
25th Percentile £413 £406 £413
Median daily rate (50th Percentile) £520 £525 £539
Median % change year-on-year -0.95% -2.51% -2.09%
75th Percentile £630 £650 £663
90th Percentile £749 £775 £800
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 869 499 919
10th Percentile £16.00 £15.55 £12.25
25th Percentile £21.00 £19.00 £15.39
Median hourly rate £43.50 £31.00 £36.05
Median % change year-on-year +40.32% -14.00% +60.20%
75th Percentile £70.00 £57.55 £62.25
90th Percentile £87.16 £78.71 £72.50
UK excluding London median hourly rate £43.96 £30.00 £35.65
% change year-on-year +46.53% -15.85% +58.44%

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 3 July 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 3 July 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 3 July 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 +30 340 £500 +11.11% 236
UK excluding London -6 184 £476 +5.78% 160
London 0 163 £500 - 99
Work from Home -4 87 £525 +19.45% 105
South East -17 58 £533 +33.13% 48
North of England -53 42 £475 +4.40% 36
Midlands -36 33 £489 +55.57% 32
West Midlands -37 30 £489 +84.34% 9
South West -6 29 £350 -33.33% 25
North West -25 28 £494 +9.78% 18
East of England -25 11 £500 +48.15% 12
Yorkshire -55 10 £463 -11.90% 14
Wales -10 9 - - 1
Scotland -9 6 £127 -71.78% 4
North East - 4 - - 4
East Midlands -14 3 £463 +28.47% 23

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 (4.86%) Confluence
2 5 (1.35%) CMS
2 5 (1.35%) SAS
3 4 (1.08%) Apache Airflow
4 3 (0.81%) Apache Spark
5 2 (0.54%) OpenStack
6 1 (0.27%) Apache
6 1 (0.27%) Camunda
6 1 (0.27%) Mendix
6 1 (0.27%) Microsoft Exchange
6 1 (0.27%) SharePoint
Applications
1 30 (8.11%) Microsoft Excel
2 26 (7.03%) Microsoft Office
3 11 (2.97%) Microsoft PowerPoint
4 9 (2.43%) MS Visio
5 5 (1.35%) Spreadsheet
6 2 (0.54%) Microsoft Project
7 1 (0.27%) Adobe XD
7 1 (0.27%) Oracle Smart View
Business Applications
1 10 (2.70%) Finacle
2 6 (1.62%) Oracle Procure-to-Pay
2 6 (1.62%) SAP S/4HANA
3 4 (1.08%) NetSuite
4 3 (0.81%) Aladdin
4 3 (0.81%) Fidessa
4 3 (0.81%) iTrent
4 3 (0.81%) Remedy ITSM
5 2 (0.54%) Actimize
5 2 (0.54%) Oracle EBS R12
5 2 (0.54%) Oracle Retail
6 1 (0.27%) Loan IQ
6 1 (0.27%) Oracle Assets
6 1 (0.27%) Oracle Cash Management
6 1 (0.27%) Oracle General Ledger
6 1 (0.27%) Oracle Payables
6 1 (0.27%) Oracle Receivables
6 1 (0.27%) Oracle Subledger Accounting
6 1 (0.27%) Salesforce CRM
6 1 (0.27%) Shopify
Cloud Services
1 44 (11.89%) Azure
2 39 (10.54%) Power Platform
3 37 (10.00%) AWS
4 16 (4.32%) Microsoft 365
5 15 (4.05%) SaaS
6 12 (3.24%) GCP
7 10 (2.70%) GitHub
7 10 (2.70%) Snowflake
8 9 (2.43%) Entra ID
9 5 (1.35%) Azure Data Factory
9 5 (1.35%) Azure DevOps
10 4 (1.08%) Collibra
10 4 (1.08%) Power Automate
11 3 (0.81%) Amazon S3
11 3 (0.81%) Apigee
11 3 (0.81%) Azure Logic Apps
11 3 (0.81%) Fivetran
11 3 (0.81%) GitHub Actions
11 3 (0.81%) OpenShift
11 3 (0.81%) Salesforce Einstein
Communications & Networking
1 51 (13.78%) SAN
2 12 (3.24%) WAN
3 8 (2.16%) LAN
3 8 (2.16%) TCP/IP
4 7 (1.89%) BGP
4 7 (1.89%) MPLS
5 5 (1.35%) SD-WAN
5 5 (1.35%) VLAN
6 4 (1.08%) DNS
6 4 (1.08%) Network Security
6 4 (1.08%) SNMP
6 4 (1.08%) TACACS
6 4 (1.08%) Wi-Fi
7 3 (0.81%) DHCP
7 3 (0.81%) Firewall
7 3 (0.81%) Internet
7 3 (0.81%) NAS
7 3 (0.81%) OSPF
7 3 (0.81%) VPN
8 2 (0.54%) IP Telephony
Database & Business Intelligence
1 39 (10.54%) Power BI
2 14 (3.78%) Relational Database
3 13 (3.51%) Data Warehouse
4 12 (3.24%) Tableau
5 10 (2.70%) Oracle Database
5 10 (2.70%) RDBMS
6 7 (1.89%) Data Lake
7 5 (1.35%) BusinessObjects
7 5 (1.35%) Power Query
8 4 (1.08%) BigQuery
8 4 (1.08%) PostgreSQL
8 4 (1.08%) SAS Enterprise Guide
8 4 (1.08%) SAS Visual Analytics
9 3 (0.81%) Amazon Redshift
9 3 (0.81%) Looker
9 3 (0.81%) Metadata
9 3 (0.81%) NoSQL
9 3 (0.81%) SQL Server
10 2 (0.54%) Big Data
10 2 (0.54%) Star Schema
Development Applications
1 37 (10.00%) JIRA
2 4 (1.08%) Git
3 3 (0.81%) Jenkins
3 3 (0.81%) Selenium
4 2 (0.54%) Cypress.io
4 2 (0.54%) GitLab
4 2 (0.54%) Oracle Forms
5 1 (0.27%) Appium
5 1 (0.27%) Atlassian Bamboo
5 1 (0.27%) Bitbucket
5 1 (0.27%) Browser DevTools
5 1 (0.27%) Cucumber
5 1 (0.27%) Gatling
5 1 (0.27%) JMeter
5 1 (0.27%) JUnit
5 1 (0.27%) LoadRunner
5 1 (0.27%) MLflow
5 1 (0.27%) NUnit
5 1 (0.27%) Robot Framework
5 1 (0.27%) TestRail
General
1 370 (100.00%) Analytical Skills
2 184 (49.73%) Social Skills
3 108 (29.19%) Finance
4 39 (10.54%) Banking
5 34 (9.19%) Public Sector
6 24 (6.49%) Legal
7 23 (6.22%) Manufacturing
8 20 (5.41%) Marketing
9 19 (5.14%) Front Office
10 17 (4.59%) Back Office
10 17 (4.59%) Organisational Skills
10 17 (4.59%) Telecoms
11 16 (4.32%) Documentation Skills
12 12 (3.24%) Influencing Skills
13 7 (1.89%) Investment Banking
13 7 (1.89%) Pharmaceutical
13 7 (1.89%) Presentation Skills
14 6 (1.62%) Retail
15 5 (1.35%) Billing
16 4 (1.08%) Multimedia
Job Titles
1 88 (23.78%) Analyst
2 48 (12.97%) Business Analyst
3 47 (12.70%) Field Engineer
3 47 (12.70%) Field Service Engineer
3 47 (12.70%) IT Engineer
4 21 (5.68%) Data Analyst
4 21 (5.68%) Support Engineer
5 20 (5.41%) IT Support
5 20 (5.41%) Lead
6 18 (4.86%) Developer
6 18 (4.86%) Senior
7 17 (4.59%) Architect
8 16 (4.32%) Field Support Engineer
8 16 (4.32%) IT Support Engineer
9 15 (4.05%) Consultant
10 13 (3.51%) Product Owner
11 12 (3.24%) Applications Support
12 10 (2.70%) Project Manager
12 10 (2.70%) Security Analyst
12 10 (2.70%) Systems Support
Libraries, Frameworks & Software Standards
1 9 (2.43%) REST
2 7 (1.89%) XML
3 6 (1.62%) PySpark
4 5 (1.35%) .NET
4 5 (1.35%) Kafka
5 4 (1.08%) Lightning Web Components
5 4 (1.08%) NETCONF
5 4 (1.08%) OpenConfig
5 4 (1.08%) RESTCONF
5 4 (1.08%) YAML
5 4 (1.08%) YANG
6 3 (0.81%) FIX Protocol
6 3 (0.81%) JSON
6 3 (0.81%) SailPoint
7 2 (0.54%) Microsoft Graph
7 2 (0.54%) Pandas
7 2 (0.54%) React
7 2 (0.54%) RESTful
7 2 (0.54%) SOAP
8 1 (0.27%) scikit-learn
Miscellaneous
1 56 (15.14%) Data Centre
2 32 (8.65%) Product Ownership
3 26 (7.03%) Onboarding
4 11 (2.97%) SWIFT Messaging Network
5 10 (2.70%) Operational Technology
6 9 (2.43%) Self-Motivation
7 8 (2.16%) Cloud Native
7 8 (2.16%) Data Protection Act
7 8 (2.16%) Distributed Systems
7 8 (2.16%) SCADA
8 7 (1.89%) Data Structures
8 7 (1.89%) Legacy Systems
8 7 (1.89%) Life Science
9 6 (1.62%) CMDB
9 6 (1.62%) Hybrid Cloud
9 6 (1.62%) Management Information System
9 6 (1.62%) Social Media
9 6 (1.62%) Web Conferencing
10 5 (1.35%) Blog
11 4 (1.08%) Fixed Income
Operating Systems
1 32 (8.65%) Windows
2 12 (3.24%) Linux
3 7 (1.89%) Unix
4 5 (1.35%) Windows Server
5 3 (0.81%) Mac OS
5 3 (0.81%) Red Hat Enterprise Linux
6 2 (0.54%) AIX
6 2 (0.54%) Apple iOS
6 2 (0.54%) HPUX
6 2 (0.54%) Oracle Linux
6 2 (0.54%) Solaris
6 2 (0.54%) SUSE
6 2 (0.54%) Windows 10
Processes & Methodologies
1 163 (44.05%) Problem-Solving
2 93 (25.14%) Stakeholder Management
3 88 (23.78%) Agile
4 69 (18.65%) Continuous Improvement
5 51 (13.78%) Analytics
5 51 (13.78%) Customer Service
5 51 (13.78%) Stakeholder Engagement
6 50 (13.51%) Validation
7 47 (12.70%) Break/Fix
8 42 (11.35%) Business Intelligence
9 41 (11.08%) AI
10 39 (10.54%) Migration
11 38 (10.27%) Business Analysis
11 38 (10.27%) Decision-Making
12 37 (10.00%) Data Modelling
12 37 (10.00%) Process Improvement
13 34 (9.19%) User Stories
14 33 (8.92%) Data Governance
14 33 (8.92%) Workshop Facilitation
15 32 (8.65%) Roadmaps
Programming Languages
1 76 (20.54%) SQL
2 39 (10.54%) Python
3 15 (4.05%) PowerShell
4 12 (3.24%) C#
5 9 (2.43%) Java
6 7 (1.89%) Bash
6 7 (1.89%) TypeScript
7 5 (1.35%) Data Analysis Expressions
8 4 (1.08%) Apex Code
8 4 (1.08%) JavaScript
8 4 (1.08%) R
9 3 (0.81%) VBA
10 2 (0.54%) Bicep
10 2 (0.54%) C
10 2 (0.54%) C++
10 2 (0.54%) Kusto Query Language
10 2 (0.54%) PL/SQL
10 2 (0.54%) ProC
11 1 (0.27%) Groovy
11 1 (0.27%) Shell Script
Qualifications
1 60 (16.22%) Cisco Certification
2 55 (14.86%) CCNA
3 50 (13.51%) MCSE
3 50 (13.51%) Microsoft Certification
4 49 (13.24%) Network+ Certification
5 47 (12.70%) A+ Certification
6 39 (10.54%) Security Cleared
7 31 (8.38%) Degree
8 18 (4.86%) SC Cleared
9 13 (3.51%) DV Cleared
10 12 (3.24%) Computer Science Degree
11 8 (2.16%) CISSP
12 4 (1.08%) CCIE
12 4 (1.08%) CISA
12 4 (1.08%) CISM
12 4 (1.08%) CompTIA Security+
12 4 (1.08%) JNCIE
12 4 (1.08%) SAS Certification
13 3 (0.81%) CEH
13 3 (0.81%) RHCA
Quality Assurance & Compliance
1 32 (8.65%) Data Quality
2 22 (5.95%) GDPR
2 22 (5.95%) ISO/IEC 27001
3 21 (5.68%) QA
4 14 (3.78%) NIST
5 10 (2.70%) Accessibility
6 9 (2.43%) PMO
7 7 (1.89%) SLA
8 6 (1.62%) 21 CFR Part 11
8 6 (1.62%) GxP
9 4 (1.08%) Actionable Recommendations
9 4 (1.08%) Cyber Essentials
10 3 (0.81%) California Consumer Privacy Act
10 3 (0.81%) GRC
10 3 (0.81%) NCSC
11 2 (0.54%) Sarbanes-Oxley
11 2 (0.54%) Solvency II
12 1 (0.27%) Basel III
12 1 (0.27%) PCI DSS
12 1 (0.27%) WCAG
System Software
1 13 (3.51%) Active Directory
2 6 (1.62%) Hyper-V
2 6 (1.62%) VMware Infrastructure
3 4 (1.08%) Firmware
4 3 (0.81%) Docker
5 2 (0.54%) VMware ESXi
6 1 (0.27%) KVM
6 1 (0.27%) NFS
6 1 (0.27%) RACF
6 1 (0.27%) Squid
6 1 (0.27%) Virtual Desktop
6 1 (0.27%) Virtual Machines
Systems Management
1 13 (3.51%) Kubernetes
2 11 (2.97%) Ansible
3 7 (1.89%) Terraform
4 6 (1.62%) Microsoft Intune
5 3 (0.81%) Podman
6 2 (0.54%) Grafana
6 2 (0.54%) Prometheus
7 1 (0.27%) Control-M
7 1 (0.27%) Jamf Pro
7 1 (0.27%) SCCM
7 1 (0.27%) Single Sign-On
7 1 (0.27%) SysTrack
Vendors
1 48 (12.97%) Dell
2 44 (11.89%) Microsoft
3 29 (7.84%) Oracle
4 22 (5.95%) SAP
5 18 (4.86%) ServiceNow
6 17 (4.59%) Cisco
7 16 (4.32%) Salesforce
8 14 (3.78%) Databricks
9 11 (2.97%) VMware
10 5 (1.35%) BT
10 5 (1.35%) Fortinet
10 5 (1.35%) Google
10 5 (1.35%) Nexthink
11 4 (1.08%) BMC
11 4 (1.08%) F5
11 4 (1.08%) Juniper
11 4 (1.08%) MuleSoft
12 3 (0.81%) Atlassian
12 3 (0.81%) Splunk
12 3 (0.81%) Tradeweb