Problem-Solving Contract Job Trends

Problem Solving
UK

The table below provides summary statistics and contractor rates for jobs requiring Problem-Solving skills. It covers contract job vacancies from the 6 months leading up to 24 April 2026, with comparisons to the same periods in the previous two years.

6 months to
24 Apr 2026
Same period 2025 Same period 2024
Rank 9 5 10
Rank change year-on-year -4 +5 +8
Contract jobs citing Problem-Solving 5,323 4,971 4,785
As % of all contract jobs in the UK 11.46% 16.83% 10.96%
As % of the Processes & Methodologies category 13.51% 18.54% 12.70%
Number of daily rates quoted 3,222 3,113 2,946
10th Percentile £275 £250 £225
25th Percentile £385 £399 £388
Median daily rate (50th Percentile) £479 £500 £500
Median % change year-on-year -4.20% -0.05% -4.71%
75th Percentile £588 £600 £625
90th Percentile £716 £700 £727
UK excluding London median daily rate £460 £470 £475
% change year-on-year -2.13% -1.05% -5.00%
Number of hourly rates quoted 331 240 407
10th Percentile £13.45 £14.42 £11.04
25th Percentile £14.96 £16.72 £13.84
Median hourly rate £21.25 £23.90 £17.50
Median % change year-on-year -11.09% +36.57% -63.16%
75th Percentile £51.27 £41.31 £36.11
90th Percentile £74.68 £67.63 £61.60
UK excluding London median hourly rate £18.50 £21.46 £15.00
% change year-on-year -13.79% +43.07% -59.82%

All Process & Methodology Skills
UK

Problem-Solving falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 39,397 26,809 37,691
As % of all contract IT jobs advertised in the UK 84.78% 90.76% 86.34%
Number of daily rates quoted 24,864 17,328 24,353
10th Percentile £319 £308 £300
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £500 £523 £525
Median % change year-on-year -4.31% -0.48% -4.55%
75th Percentile £613 £630 £638
90th Percentile £725 £739 £750
UK excluding London median daily rate £485 £485 £500
% change year-on-year - -3.00% -
Number of hourly rates quoted 2,354 1,060 2,429
10th Percentile £14.96 £14.83 £12.75
25th Percentile £19.91 £18.51 £16.00
Median hourly rate £40.00 £29.07 £35.00
Median % change year-on-year +37.60% -16.94% -6.67%
75th Percentile £65.60 £62.24 £58.75
90th Percentile £78.75 £75.00 £71.98
UK excluding London median hourly rate £41.56 £28.00 £35.00
% change year-on-year +48.41% -20.00% -6.17%

Problem-Solving
Job Vacancy Trend

Historical trend showing the proportion of contract IT job postings citing Problem-Solving relative to all contract IT jobs advertised.

Problem-Solving job vacancy trend in the UK

Problem-Solving
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Problem-Solving.

Contractor daily rate distribution trend for jobs in the UK citing Problem-Solving

Problem-Solving
Daily Rate Histogram

Daily rate distribution for jobs citing Problem-Solving over the 6 months to 24 April 2026.

Daily rate histogram for Problem-Solving in the UK

Problem-Solving
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing Problem-Solving.

Contractor hourly rate distribution trend for jobs in the UK citing Problem-Solving

Problem-Solving
Hourly Rate Histogram

Hourly rate distribution of jobs citing Problem-Solving over the 6 months to 24 April 2026.

Hourly rate histogram for Problem-Solving in the UK

Problem-Solving
Top 18 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Problem-Solving within the UK over the 6 months to 24 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 -4 4,561 £489 -2.25% 2,529
UK excluding London -5 2,782 £460 -2.13% 2,294
London -10 1,975 £513 -2.38% 662
Work from Home 0 1,517 £475 -5.00% 1,010
North of England -5 766 £447 -5.89% 515
South East -5 662 £488 -2.50% 698
Midlands -3 498 £450 +1.12% 407
North West -6 363 £402 -17.54% 289
Yorkshire -5 357 £450 -5.21% 158
West Midlands -6 339 £475 +5.20% 230
South West -1 317 £500 - 261
Scotland -2 257 £443 -1.67% 125
East of England -4 206 £450 - 247
East Midlands -1 158 £425 +14.09% 177
Wales -1 70 £395 +19.27% 53
North East -3 53 £425 -16.67% 77
Northern Ireland -1 27 £430 +22.86% 61
Channel Islands -5 1 - -

Problem-Solving
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
1 215 (4.04%) Confluence
2 141 (2.65%) SharePoint
3 94 (1.77%) Microsoft Exchange
4 91 (1.71%) Apache Spark
5 67 (1.26%) Apache
6 49 (0.92%) Apache Airflow
7 48 (0.90%) SAS
8 30 (0.56%) CMS
9 19 (0.36%) Oracle Workflow
10 15 (0.28%) WebLogic
11 13 (0.24%) nginx
12 10 (0.19%) Adobe Experience Manager
13 7 (0.13%) ArcGIS
13 7 (0.13%) Camunda
13 7 (0.13%) CICS
13 7 (0.13%) JBoss
14 6 (0.11%) Oracle Self-Service HR
14 6 (0.11%) Oracle SOA Suite
14 6 (0.11%) Sitecore CMS
14 6 (0.11%) Tomcat
Applications
1 307 (5.77%) Microsoft Excel
2 227 (4.26%) Microsoft Office
3 114 (2.14%) Microsoft PowerPoint
4 80 (1.50%) Microsoft Project
5 73 (1.37%) MS Visio
6 32 (0.60%) Spreadsheet
7 22 (0.41%) Chatbot
8 11 (0.21%) Adobe Creative Suite
8 11 (0.21%) Sketch
9 9 (0.17%) Adobe XD
10 7 (0.13%) CATIA
10 7 (0.13%) Photoshop
10 7 (0.13%) Trello
11 6 (0.11%) AutoCAD
12 5 (0.094%) Acrobat
12 5 (0.094%) Maya
13 4 (0.075%) InDesign
13 4 (0.075%) InVision
13 4 (0.075%) Revit
13 4 (0.075%) Zeplin
Business Applications
1 110 (2.07%) SAP S/4HANA
2 36 (0.68%) Dynamics CRM
3 23 (0.43%) Oracle EBS
4 19 (0.36%) Aladdin
5 17 (0.32%) Payment Gateway
6 16 (0.30%) Oracle ERP
7 15 (0.28%) Oracle Payables
8 14 (0.26%) NEC Housing
8 14 (0.26%) Sparx Enterprise Architect
8 14 (0.26%) Workday HCM
9 13 (0.24%) SAP ERP
10 11 (0.21%) NetSuite
11 10 (0.19%) Oracle Assets
11 10 (0.19%) Teamcenter
12 9 (0.17%) iTrent
12 9 (0.17%) Oracle Receivables
12 9 (0.17%) Remedy ITSM
12 9 (0.17%) Shopify
13 8 (0.15%) Oracle General Ledger
13 8 (0.15%) SAP FI
Cloud Services
1 1,097 (20.61%) Azure
2 829 (15.57%) AWS
3 397 (7.46%) Power Platform
4 356 (6.69%) GCP
5 348 (6.54%) Microsoft 365
6 246 (4.62%) Azure DevOps
7 227 (4.26%) GitHub
8 171 (3.21%) Entra ID
9 165 (3.10%) Serverless
10 128 (2.40%) SaaS
11 117 (2.20%) GitHub Actions
12 105 (1.97%) Amazon S3
13 96 (1.80%) AWS Lambda
14 78 (1.47%) Dynamics 365
15 76 (1.43%) OpenShift
15 76 (1.43%) Snowflake
16 74 (1.39%) Azure Data Factory
16 74 (1.39%) Power Automate
17 62 (1.16%) PowerApps
18 56 (1.05%) Google Workspace
Communications & Networking
1 188 (3.53%) Firewall
2 187 (3.51%) DNS
3 121 (2.27%) TCP/IP
4 110 (2.07%) VPN
5 109 (2.05%) Network Security
6 102 (1.92%) WAN
7 100 (1.88%) DHCP
8 78 (1.47%) LAN
9 72 (1.35%) SAN
10 64 (1.20%) Wi-Fi
11 50 (0.94%) BGP
12 46 (0.86%) VLAN
13 43 (0.81%) OSPF
14 37 (0.70%) SD-WAN
15 35 (0.66%) VoIP
16 26 (0.49%) Internet
16 26 (0.49%) MPLS
16 26 (0.49%) VXLAN
17 25 (0.47%) Wireless
18 21 (0.39%) Junos
Database & Business Intelligence
1 319 (5.99%) Power BI
2 200 (3.76%) SQL Server
3 162 (3.04%) Data Warehouse
4 138 (2.59%) PostgreSQL
5 132 (2.48%) Relational Database
6 117 (2.20%) Metadata
7 96 (1.80%) MongoDB
8 93 (1.75%) Tableau
9 90 (1.69%) NoSQL
10 88 (1.65%) Big Data
11 81 (1.52%) Data Lake
12 64 (1.20%) MySQL
13 63 (1.18%) Oracle Reports
14 55 (1.03%) Oracle Database
15 47 (0.88%) Hadoop
15 47 (0.88%) SQL Server Integration Services
16 35 (0.66%) Amazon RDS
17 33 (0.62%) Azure SQL Database
17 33 (0.62%) DynamoDB
18 30 (0.56%) BigQuery
Development Applications
1 504 (9.47%) JIRA
2 307 (5.77%) Git
3 213 (4.00%) Jenkins
4 144 (2.71%) GitLab
5 72 (1.35%) Selenium
6 41 (0.77%) Postman
7 33 (0.62%) JUnit
8 32 (0.60%) Cucumber
9 29 (0.54%) Bitbucket
10 25 (0.47%) REST Assured
11 22 (0.41%) Cypress.io
11 22 (0.41%) JMeter
12 21 (0.39%) Maven
13 19 (0.36%) Mockito
13 19 (0.36%) Sonatype Nexus
14 17 (0.32%) SonarQube
14 17 (0.32%) WebDriver
15 14 (0.26%) CircleCI
15 14 (0.26%) SpecFlow
15 14 (0.26%) Zephyr
General
1 2,791 (52.43%) Social Skills
2 2,040 (38.32%) Analytical Skills
3 1,240 (23.30%) Finance
4 521 (9.79%) Public Sector
5 413 (7.76%) Banking
6 221 (4.15%) Organisational Skills
7 182 (3.42%) Documentation Skills
7 182 (3.42%) Retail
8 162 (3.04%) Legal
9 140 (2.63%) Influencing Skills
10 130 (2.44%) Presentation Skills
11 122 (2.29%) Inclusion and Diversity
12 96 (1.80%) Front Office
13 95 (1.78%) Telecoms
14 87 (1.63%) Manufacturing
15 86 (1.62%) Marketing
16 75 (1.41%) Investment Banking
17 59 (1.11%) Financial Institution
18 55 (1.03%) Back Office
19 53 (1.00%) Law
Job Titles
1 737 (13.85%) Analyst
2 662 (12.44%) Developer
3 463 (8.70%) Senior
4 380 (7.14%) Architect
5 337 (6.33%) Lead
6 302 (5.67%) Business Analyst
7 273 (5.13%) Consultant
8 232 (4.36%) Data Engineer
9 204 (3.83%) Project Manager
10 130 (2.44%) Support Engineer
11 128 (2.40%) IT Support
12 126 (2.37%) Java Developer
13 118 (2.22%) Data Analyst
14 105 (1.97%) Solutions Architect
15 104 (1.95%) Administrator
16 93 (1.75%) Software Engineer
17 91 (1.71%) IT Engineer
18 88 (1.65%) Infrastructure Engineer
19 86 (1.62%) Network Engineer
20 80 (1.50%) Python Developer
Libraries, Frameworks & Software Standards
1 317 (5.96%) REST
2 164 (3.08%) Kafka
3 152 (2.86%) SOAP
4 150 (2.82%) RESTful
5 146 (2.74%) .NET
6 142 (2.67%) Spring
7 133 (2.50%) React
8 123 (2.31%) Node.js
9 113 (2.12%) CSS
10 111 (2.09%) HTML
11 109 (2.05%) AngularJS
12 107 (2.01%) JSON
13 106 (1.99%) Spring Boot
14 95 (1.78%) LDAP
15 94 (1.77%) XML
16 90 (1.69%) Middleware
17 79 (1.48%) OAuth
18 72 (1.35%) PySpark
19 58 (1.09%) Oracle Fusion
20 54 (1.01%) Web Services
Miscellaneous
1 272 (5.11%) Product Ownership
2 222 (4.17%) Onboarding
3 218 (4.10%) Cloud Native
4 180 (3.38%) Data Centre
5 159 (2.99%) Management Information System
6 151 (2.84%) Self-Motivation
7 143 (2.69%) Analytical Mindset
8 113 (2.12%) Distributed Systems
9 112 (2.10%) Data Structures
10 111 (2.09%) Data Protection Act
11 110 (2.07%) Legacy Systems
12 106 (1.99%) Virtual Team
13 102 (1.92%) Enterprise Software
14 70 (1.32%) Security Posture
15 69 (1.30%) Driving Licence
16 63 (1.18%) Algorithms
17 60 (1.13%) Hybrid Cloud
17 60 (1.13%) Mobile App
18 53 (1.00%) AI Agents
18 53 (1.00%) Foreign Exchange (FX)
Operating Systems
1 588 (11.05%) Windows
2 315 (5.92%) Linux
3 112 (2.10%) Windows 10
4 103 (1.93%) Windows Server
5 100 (1.88%) Unix
6 89 (1.67%) Android
7 79 (1.48%) Apple iOS
8 69 (1.30%) Mac OS
9 56 (1.05%) Red Hat Enterprise Linux
10 20 (0.38%) VMS
11 19 (0.36%) Ubuntu
12 14 (0.26%) CentOS
13 11 (0.21%) Windows Server 2019
14 9 (0.17%) zOS
15 8 (0.15%) Mac OS X
15 8 (0.15%) Windows 7
16 7 (0.13%) Windows Server 2012
17 6 (0.11%) Debian
18 4 (0.075%) AIX
18 4 (0.075%) Solaris
Processes & Methodologies
1 1,484 (27.88%) Agile
2 908 (17.06%) CI/CD
3 820 (15.40%) DevOps
4 803 (15.09%) Continuous Improvement
5 778 (14.62%) Stakeholder Management
6 610 (11.46%) Analytics
7 583 (10.95%) Decision-Making
8 577 (10.84%) Migration
9 571 (10.73%) AI
10 470 (8.83%) Project Management
11 457 (8.59%) Stakeholder Engagement
12 456 (8.57%) Data Modelling
13 426 (8.00%) Validation
14 423 (7.95%) Business Intelligence
15 418 (7.85%) Customer Service
16 397 (7.46%) Test Automation
17 395 (7.42%) ITIL
18 377 (7.08%) Scrum
19 375 (7.04%) Change Management
20 347 (6.52%) Computer Science
Programming Languages
1 982 (18.45%) Python
2 928 (17.43%) SQL
3 460 (8.64%) Java
4 332 (6.24%) PowerShell
5 282 (5.30%) JavaScript
6 204 (3.83%) C#
7 177 (3.33%) TypeScript
8 130 (2.44%) Bash
9 83 (1.56%) PL/SQL
10 66 (1.24%) C++
11 65 (1.22%) Shell Script
12 53 (1.00%) Go
13 46 (0.86%) R
14 42 (0.79%) Bicep
15 38 (0.71%) C
16 37 (0.70%) Scala
17 36 (0.68%) Apex Code
17 36 (0.68%) Perl
18 35 (0.66%) T-SQL
19 31 (0.58%) Data Analysis Expressions
Qualifications
1 1,148 (21.57%) Security Cleared
2 801 (15.05%) SC Cleared
3 652 (12.25%) Degree
4 224 (4.21%) Computer Science Degree
5 191 (3.59%) DV Cleared
6 175 (3.29%) BPSS Clearance
7 120 (2.25%) Cisco Certification
8 116 (2.18%) Microsoft Certification
9 101 (1.90%) CISSP
10 91 (1.71%) PMP
11 87 (1.63%) PMI Certification
12 84 (1.58%) Master's Degree
13 69 (1.30%) Azure Certification
14 64 (1.20%) CISM
15 61 (1.15%) CCNA
16 59 (1.11%) A+ Certification
17 54 (1.01%) Network+ Certification
18 51 (0.96%) MCSE
19 43 (0.81%) CCNP
20 37 (0.70%) AWS Certification
Quality Assurance & Compliance
1 349 (6.56%) Data Quality
2 328 (6.16%) QA
3 160 (3.01%) GDPR
4 104 (1.95%) Accessibility
5 98 (1.84%) ISO/IEC 27001
6 95 (1.78%) PMO
7 85 (1.60%) NIST
8 74 (1.39%) SLA
9 48 (0.90%) GRC
10 36 (0.68%) WCAG
11 29 (0.54%) Actionable Recommendations
11 29 (0.54%) Sarbanes-Oxley
12 28 (0.53%) PCI DSS
13 20 (0.38%) PSD2
14 19 (0.36%) ISO 20022
15 16 (0.30%) IFRS
16 15 (0.28%) HIPAA
16 15 (0.28%) HL7
17 14 (0.26%) ISO 8583
17 14 (0.26%) NCSC
System Software
1 390 (7.33%) Active Directory
2 372 (6.99%) Docker
3 116 (2.18%) VMware Infrastructure
4 45 (0.85%) vSphere
5 39 (0.73%) VMware NSX
6 33 (0.62%) Hyper-V
7 20 (0.38%) Firmware
8 18 (0.34%) Virtual Desktop
9 17 (0.32%) Virtual Machines
10 12 (0.23%) VMware ESXi
11 11 (0.21%) RACF
11 11 (0.21%) Squid
12 10 (0.19%) Oracle RAC
12 10 (0.19%) Time Sharing Option
12 10 (0.19%) vCloud
13 9 (0.17%) ACF2
14 6 (0.11%) IAG
15 4 (0.075%) BitLocker
15 4 (0.075%) NFS
15 4 (0.075%) Snort
Systems Management
1 447 (8.40%) Kubernetes
2 309 (5.80%) Terraform
3 186 (3.49%) Ansible
4 128 (2.40%) Microsoft Intune
5 122 (2.29%) Grafana
6 93 (1.75%) Prometheus
7 82 (1.54%) SCCM
8 40 (0.75%) vCenter Server
9 37 (0.70%) FortiGate
9 37 (0.70%) Single Sign-On
10 29 (0.54%) Kibana
10 29 (0.54%) Puppet
11 28 (0.53%) Argo
12 23 (0.43%) Control-M
13 21 (0.39%) Nessus
14 17 (0.32%) IBM Guardium
15 15 (0.28%) WSUS
16 14 (0.26%) Active Directory Federation Services
17 13 (0.24%) vRealize
18 11 (0.21%) HP ALM
Vendors
1 978 (18.37%) Microsoft
2 359 (6.74%) Oracle
3 290 (5.45%) SAP
4 232 (4.36%) ServiceNow
5 192 (3.61%) VMware
6 165 (3.10%) Google
7 161 (3.02%) Databricks
8 129 (2.42%) Cisco
9 125 (2.35%) Splunk
10 113 (2.12%) Salesforce
11 76 (1.43%) Dell
12 72 (1.35%) CyberArk
13 70 (1.32%) Red Hat
14 67 (1.26%) BeyondTrust
15 59 (1.11%) Adobe
15 59 (1.11%) Workday
16 55 (1.03%) Citrix
17 50 (0.94%) IBM
18 48 (0.90%) F5
18 48 (0.90%) Informatica