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 22 April 2026, with comparisons to the same periods in the previous two years.

6 months to
22 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 5,342 4,972 4,750
As % of all contract jobs in the UK 11.52% 16.87% 10.94%
As % of the Processes & Methodologies category 13.58% 18.59% 12.67%
Number of daily rates quoted 3,234 3,112 2,920
10th Percentile £273 £250 £220
25th Percentile £388 £397 £387
Median daily rate (50th Percentile) £480 £500 £509
Median % change year-on-year -4.00% -1.72% -3.10%
75th Percentile £588 £600 £625
90th Percentile £715 £700 £725
UK excluding London median daily rate £463 £466 £475
% change year-on-year -0.80% -1.84% -5.00%
Number of hourly rates quoted 334 240 409
10th Percentile £13.45 £14.42 £11.06
25th Percentile £14.96 £16.72 £13.86
Median hourly rate £21.63 £23.90 £17.50
Median % change year-on-year -9.52% +36.57% -63.16%
75th Percentile £51.82 £41.31 £36.50
90th Percentile £74.26 £67.63 £61.60
UK excluding London median hourly rate £19.10 £21.46 £15.00
% change year-on-year -11.00% +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 39,324 26,741 37,503
As % of all contract IT jobs advertised in the UK 84.82% 90.76% 86.35%
Number of daily rates quoted 24,807 17,298 24,232
10th Percentile £318 £306 £300
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £500 £520 £525
Median % change year-on-year -3.89% -0.90% -4.55%
75th Percentile £613 £630 £638
90th Percentile £725 £738 £750
UK excluding London median daily rate £485 £480 £500
% change year-on-year +1.09% -4.00% -
Number of hourly rates quoted 2,359 1,048 2,416
10th Percentile £14.96 £14.84 £12.75
25th Percentile £19.88 £18.51 £16.00
Median hourly rate £39.00 £30.00 £35.00
Median % change year-on-year +30.00% -14.29% -6.67%
75th Percentile £65.60 £62.50 £58.69
90th Percentile £78.31 £75.00 £71.90
UK excluding London median hourly rate £40.54 £28.75 £35.00
% change year-on-year +41.01% -17.86% -6.67%

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 22 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 22 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 22 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 4,588 £490 -2.00% 3,143
UK excluding London -5 2,802 £463 -0.80% 2,642
London -10 1,980 £513 -2.38% 943
Work from Home 0 1,510 £475 -5.00% 1,241
North of England -5 786 £450 -5.26% 609
South East -5 665 £492 -1.60% 748
Midlands -5 501 £450 +2.10% 482
North West -5 378 £424 -12.95% 328
Yorkshire -5 361 £450 -5.21% 202
West Midlands -6 344 £475 +5.20% 278
South West 0 315 £500 - 302
Scotland +1 254 £425 -5.56% 135
East of England -4 207 £450 - 294
East Midlands -1 157 £420 +13.59% 204
Wales -2 69 £390 +17.76% 66
North East -1 57 £425 -16.26% 88
Northern Ireland -2 26 £405 +15.71% 73
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
1 222 (4.16%) Confluence
2 148 (2.77%) SharePoint
3 104 (1.95%) Microsoft Exchange
4 92 (1.72%) Apache Spark
5 66 (1.24%) Apache
6 49 (0.92%) SAS
7 48 (0.90%) Apache Airflow
8 31 (0.58%) 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
1 305 (5.71%) Microsoft Excel
2 230 (4.31%) Microsoft Office
3 115 (2.15%) Microsoft PowerPoint
4 80 (1.50%) Microsoft Project
5 77 (1.44%) MS Visio
6 30 (0.56%) Spreadsheet
7 22 (0.41%) Chatbot
8 10 (0.19%) Adobe Creative Suite
8 10 (0.19%) 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%) Zeplin
14 3 (0.056%) LaTeX
Business Applications
1 105 (1.97%) SAP S/4HANA
2 37 (0.69%) 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
7 15 (0.28%) Sparx Enterprise Architect
8 14 (0.26%) NEC Housing
8 14 (0.26%) Workday HCM
9 13 (0.24%) SAP ERP
10 11 (0.21%) iTrent
10 11 (0.21%) NetSuite
11 10 (0.19%) Oracle Assets
11 10 (0.19%) Teamcenter
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 1,106 (20.70%) Azure
2 832 (15.57%) AWS
3 395 (7.39%) Power Platform
4 361 (6.76%) GCP
5 355 (6.65%) Microsoft 365
6 247 (4.62%) Azure DevOps
7 228 (4.27%) GitHub
8 175 (3.28%) Entra ID
9 165 (3.09%) Serverless
10 129 (2.41%) SaaS
11 118 (2.21%) GitHub Actions
12 104 (1.95%) Amazon S3
13 95 (1.78%) AWS Lambda
14 79 (1.48%) OpenShift
15 77 (1.44%) Dynamics 365
16 76 (1.42%) Snowflake
17 75 (1.40%) Power Automate
18 74 (1.39%) Azure Data Factory
19 63 (1.18%) PowerApps
20 56 (1.05%) Google Workspace
Communications & Networking
1 194 (3.63%) Firewall
2 188 (3.52%) DNS
3 122 (2.28%) TCP/IP
4 114 (2.13%) Network Security
5 111 (2.08%) VPN
6 102 (1.91%) DHCP
6 102 (1.91%) WAN
7 79 (1.48%) LAN
8 72 (1.35%) SAN
9 64 (1.20%) Wi-Fi
10 56 (1.05%) BGP
11 53 (0.99%) VLAN
12 43 (0.80%) OSPF
13 37 (0.69%) SD-WAN
14 36 (0.67%) VoIP
15 28 (0.52%) Internet
15 28 (0.52%) Wireless
16 26 (0.49%) MPLS
16 26 (0.49%) VXLAN
17 21 (0.39%) Junos
Database & Business Intelligence
1 312 (5.84%) Power BI
2 197 (3.69%) SQL Server
3 155 (2.90%) Data Warehouse
4 140 (2.62%) PostgreSQL
5 130 (2.43%) Relational Database
6 114 (2.13%) Metadata
7 96 (1.80%) MongoDB
8 92 (1.72%) NoSQL
9 90 (1.68%) Big Data
9 90 (1.68%) Tableau
10 82 (1.54%) Data Lake
11 63 (1.18%) Oracle Reports
12 62 (1.16%) MySQL
13 55 (1.03%) Oracle Database
14 47 (0.88%) Hadoop
15 46 (0.86%) SQL Server Integration Services
16 34 (0.64%) Amazon RDS
17 32 (0.60%) DynamoDB
18 31 (0.58%) Azure SQL Database
18 31 (0.58%) Power Query
Development Applications
1 512 (9.58%) JIRA
2 310 (5.80%) Git
3 215 (4.02%) Jenkins
4 144 (2.70%) GitLab
5 72 (1.35%) Selenium
6 41 (0.77%) Postman
7 33 (0.62%) JUnit
8 31 (0.58%) 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
15 16 (0.30%) WebDriver
16 14 (0.26%) CircleCI
16 14 (0.26%) SpecFlow
16 14 (0.26%) Zephyr
General
1 2,809 (52.58%) Social Skills
2 2,047 (38.32%) Analytical Skills
3 1,243 (23.27%) Finance
4 524 (9.81%) Public Sector
5 419 (7.84%) Banking
6 220 (4.12%) Organisational Skills
7 182 (3.41%) Retail
8 180 (3.37%) Documentation Skills
9 168 (3.14%) Legal
10 142 (2.66%) Influencing Skills
11 131 (2.45%) Presentation Skills
12 123 (2.30%) Inclusion and Diversity
13 99 (1.85%) Front Office
14 92 (1.72%) Telecoms
15 88 (1.65%) Manufacturing
16 85 (1.59%) Marketing
17 79 (1.48%) Investment Banking
18 58 (1.09%) Financial Institution
19 57 (1.07%) Back Office
20 53 (0.99%) Law
Job Titles
1 741 (13.87%) Analyst
2 665 (12.45%) Developer
3 467 (8.74%) Senior
4 379 (7.09%) Architect
5 335 (6.27%) Lead
6 305 (5.71%) Business Analyst
7 273 (5.11%) Consultant
8 233 (4.36%) Data Engineer
9 205 (3.84%) Project Manager
10 129 (2.41%) IT Support
10 129 (2.41%) Support Engineer
11 126 (2.36%) Java Developer
12 116 (2.17%) Data Analyst
13 103 (1.93%) Administrator
13 103 (1.93%) Solutions Architect
14 95 (1.78%) Software Engineer
15 92 (1.72%) IT Engineer
16 87 (1.63%) Infrastructure Engineer
16 87 (1.63%) Network Engineer
17 82 (1.54%) Python Developer
Libraries, Frameworks & Software Standards
1 315 (5.90%) REST
2 167 (3.13%) Kafka
3 151 (2.83%) RESTful
4 149 (2.79%) .NET
4 149 (2.79%) SOAP
5 140 (2.62%) Spring
6 133 (2.49%) React
7 123 (2.30%) Node.js
8 111 (2.08%) CSS
9 108 (2.02%) HTML
10 107 (2.00%) AngularJS
10 107 (2.00%) JSON
11 105 (1.97%) Spring Boot
12 95 (1.78%) LDAP
13 94 (1.76%) XML
14 88 (1.65%) Middleware
15 78 (1.46%) OAuth
16 73 (1.37%) PySpark
17 60 (1.12%) Oracle Fusion
18 55 (1.03%) Web Services
Miscellaneous
1 285 (5.34%) Product Ownership
2 221 (4.14%) Onboarding
3 217 (4.06%) Cloud Native
4 182 (3.41%) Data Centre
5 160 (3.00%) Management Information System
6 155 (2.90%) Self-Motivation
7 144 (2.70%) Analytical Mindset
8 112 (2.10%) Data Protection Act
9 111 (2.08%) Distributed Systems
10 108 (2.02%) Virtual Team
11 107 (2.00%) Data Structures
12 106 (1.98%) Legacy Systems
13 103 (1.93%) Enterprise Software
14 70 (1.31%) Security Posture
15 69 (1.29%) Driving Licence
16 65 (1.22%) Algorithms
17 61 (1.14%) Hybrid Cloud
18 60 (1.12%) Mobile App
19 54 (1.01%) Foreign Exchange (FX)
20 50 (0.94%) AI Agents
Operating Systems
1 601 (11.25%) Windows
2 325 (6.08%) Linux
3 114 (2.13%) Windows Server
4 113 (2.12%) Windows 10
5 97 (1.82%) Unix
6 89 (1.67%) Android
7 79 (1.48%) Apple iOS
8 70 (1.31%) Mac OS
9 64 (1.20%) Red Hat Enterprise Linux
10 19 (0.36%) VMS
11 17 (0.32%) Ubuntu
12 12 (0.22%) 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%) Oracle Linux
18 4 (0.075%) Windows 8
Processes & Methodologies
1 1,494 (27.97%) Agile
2 915 (17.13%) CI/CD
3 818 (15.31%) DevOps
4 810 (15.16%) Continuous Improvement
5 781 (14.62%) Stakeholder Management
6 608 (11.38%) Analytics
7 578 (10.82%) Decision-Making
8 575 (10.76%) Migration
9 562 (10.52%) AI
10 477 (8.93%) Project Management
11 460 (8.61%) Stakeholder Engagement
12 455 (8.52%) Data Modelling
13 423 (7.92%) Validation
14 420 (7.86%) Customer Service
15 419 (7.84%) Business Intelligence
16 400 (7.49%) Test Automation
17 399 (7.47%) ITIL
18 384 (7.19%) Scrum
19 381 (7.13%) Change Management
20 350 (6.55%) Computer Science
Programming Languages
1 992 (18.57%) Python
2 927 (17.35%) SQL
3 453 (8.48%) Java
4 347 (6.50%) PowerShell
5 283 (5.30%) JavaScript
6 207 (3.87%) C#
7 179 (3.35%) TypeScript
8 144 (2.70%) Bash
9 83 (1.55%) PL/SQL
10 65 (1.22%) C++
11 64 (1.20%) Shell Script
12 52 (0.97%) Go
13 46 (0.86%) R
14 43 (0.80%) Bicep
14 43 (0.80%) Perl
15 38 (0.71%) C
15 38 (0.71%) Scala
16 34 (0.64%) Apex Code
16 34 (0.64%) T-SQL
17 30 (0.56%) Data Analysis Expressions
Qualifications
1 1,159 (21.70%) Security Cleared
2 813 (15.22%) SC Cleared
3 659 (12.34%) Degree
4 224 (4.19%) Computer Science Degree
5 192 (3.59%) DV Cleared
6 178 (3.33%) BPSS Clearance
7 131 (2.45%) Cisco Certification
8 115 (2.15%) Microsoft Certification
9 105 (1.97%) CISSP
10 95 (1.78%) PMP
11 91 (1.70%) PMI Certification
12 85 (1.59%) Master's Degree
13 69 (1.29%) Azure Certification
14 68 (1.27%) CCNA
15 65 (1.22%) CISM
16 58 (1.09%) A+ Certification
17 53 (0.99%) CCNP
17 53 (0.99%) Network+ Certification
18 51 (0.95%) MCSE
19 38 (0.71%) AWS Certification
Quality Assurance & Compliance
1 349 (6.53%) Data Quality
2 328 (6.14%) QA
3 162 (3.03%) GDPR
4 105 (1.97%) Accessibility
5 98 (1.83%) ISO/IEC 27001
6 94 (1.76%) PMO
7 86 (1.61%) NIST
8 74 (1.39%) SLA
9 48 (0.90%) GRC
10 36 (0.67%) WCAG
11 30 (0.56%) PCI DSS
12 29 (0.54%) Actionable Recommendations
12 29 (0.54%) Sarbanes-Oxley
13 21 (0.39%) PSD2
14 20 (0.37%) 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
1 396 (7.41%) Active Directory
2 379 (7.09%) Docker
3 122 (2.28%) VMware Infrastructure
4 47 (0.88%) vSphere
5 38 (0.71%) VMware NSX
6 32 (0.60%) Hyper-V
7 20 (0.37%) Firmware
8 18 (0.34%) Virtual Desktop
9 17 (0.32%) Virtual Machines
10 12 (0.22%) 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
1 455 (8.52%) Kubernetes
2 309 (5.78%) Terraform
3 187 (3.50%) Ansible
4 130 (2.43%) Microsoft Intune
5 123 (2.30%) Grafana
6 94 (1.76%) Prometheus
7 86 (1.61%) SCCM
8 40 (0.75%) vCenter Server
9 37 (0.69%) FortiGate
9 37 (0.69%) Single Sign-On
10 30 (0.56%) Kibana
11 29 (0.54%) Puppet
12 28 (0.52%) Argo
13 23 (0.43%) Control-M
13 23 (0.43%) Nessus
14 19 (0.36%) Active Directory Federation Services
15 17 (0.32%) IBM Guardium
16 16 (0.30%) vRealize
17 15 (0.28%) WSUS
18 11 (0.21%) HP ALM
Vendors
1 987 (18.48%) Microsoft
2 359 (6.72%) Oracle
3 285 (5.34%) SAP
4 241 (4.51%) ServiceNow
5 203 (3.80%) VMware
6 165 (3.09%) Google
7 164 (3.07%) Databricks
8 137 (2.56%) Cisco
9 125 (2.34%) Splunk
10 112 (2.10%) Salesforce
11 81 (1.52%) Red Hat
12 79 (1.48%) Dell
13 71 (1.33%) CyberArk
14 66 (1.24%) BeyondTrust
15 63 (1.18%) Citrix
16 62 (1.16%) Workday
17 58 (1.09%) Adobe
18 51 (0.95%) IBM
19 50 (0.94%) HP
20 49 (0.92%) Talend