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 vacancies from the 6 months leading up to 18 September 2025, with comparisons to the same periods in the previous two years.

6 months to
18 Sep 2025
Same period 2024 Same period 2023
Rank 5 9 15
Rank change year-on-year +4 +6 +7
Contract jobs citing Problem-Solving 5,104 4,634 4,819
As % of all contract jobs advertised in the UK 15.49% 12.03% 9.79%
As % of the Processes & Methodologies category 17.11% 14.04% 10.99%
Number of daily rates quoted 3,063 2,717 3,060
10th Percentile £230 £250 £263
25th Percentile £375 £388 £400
Median daily rate (50th Percentile) £480 £500 £510
Median % change year-on-year -4.00% -1.96% -5.56%
75th Percentile £600 £600 £625
90th Percentile £700 £700 £725
UK excluding London median daily rate £450 £475 £486
% change year-on-year -5.26% -2.31% -1.77%
Number of hourly rates quoted 311 232 239
10th Percentile £13.78 £14.16 £13.41
25th Percentile £15.50 £15.00 £18.78
Median hourly rate £19.25 £16.23 £54.56
Median % change year-on-year +18.61% -70.25% +142.49%
75th Percentile £34.74 £30.00 £68.13
90th Percentile £63.75 £61.60 £79.79
UK excluding London median hourly rate £18.73 £16.23 £55.00
% change year-on-year +15.40% -70.49% +175.00%

All Process and 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 29,826 33,000 43,850
As % of all contract IT jobs advertised in the UK 90.52% 85.68% 89.07%
Number of daily rates quoted 18,546 20,284 29,794
10th Percentile £300 £308 £313
25th Percentile £404 £413 £425
Median daily rate (50th Percentile) £500 £525 £540
Median % change year-on-year -4.76% -2.78% -1.82%
75th Percentile £625 £638 £650
90th Percentile £725 £750 £750
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 1,802 1,460 1,537
10th Percentile £14.25 £14.84 £14.25
25th Percentile £17.30 £20.00 £18.70
Median hourly rate £25.15 £43.00 £43.00
Median % change year-on-year -41.51% - +48.28%
75th Percentile £44.78 £65.00 £65.00
90th Percentile £67.00 £75.00 £77.50
UK excluding London median hourly rate £22.56 £43.00 £41.90
% change year-on-year -47.53% +2.63% +80.76%

Problem-Solving
Job Vacancy Trend

Job postings citing Problem-Solving as a proportion of all IT jobs advertised.

Job vacancy trend for Problem-Solving 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 18 September 2025.

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 18 September 2025.

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 18 September 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 +4 4,334 £488 -2.50% 5,866
UK excluding London +1 2,507 £450 -5.26% 4,815
London +6 2,094 £500 -4.76% 2,123
Work from Home +4 1,433 £500 +1.01% 2,446
North of England 0 643 £475 - 1,022
South East +3 542 £450 -10.00% 1,648
Midlands +2 468 £440 -5.38% 741
North West +2 366 £475 +3.83% 569
West Midlands +3 331 £469 +0.32% 412
Scotland +7 301 £450 - 293
Yorkshire 0 244 £480 - 320
South West +4 240 £450 -5.26% 536
East of England -1 232 £500 +5.26% 470
East Midlands -2 137 £375 -17.13% 314
Wales +6 69 £400 - 127
Northern Ireland +3 49 £484 +8.96% 80
North East -2 36 £450 -10.45% 143
Channel Islands - 3 - -

Problem-Solving
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 176 (3.45%) Confluence
2 164 (3.21%) SharePoint
3 79 (1.55%) Apache Spark
4 76 (1.49%) Microsoft Exchange
5 54 (1.06%) Apache
6 47 (0.92%) Apache Airflow
7 42 (0.82%) CMS
8 32 (0.63%) SAS
9 28 (0.55%) Skype for Business
10 22 (0.43%) WebLogic
11 21 (0.41%) Oracle Workflow
12 19 (0.37%) IIS
13 16 (0.31%) Oracle SOA Suite
14 15 (0.29%) Mattermost
14 15 (0.29%) OpenStack
15 14 (0.27%) JBoss
16 12 (0.24%) Oracle Service Bus
17 10 (0.20%) Anypoint
18 9 (0.18%) Oracle Self-Service HR
18 9 (0.18%) WebSphere
Applications
1 334 (6.54%) Microsoft Excel
2 208 (4.08%) Microsoft Office
3 176 (3.45%) Microsoft PowerPoint
4 86 (1.68%) MS Visio
5 54 (1.06%) Microsoft Project
6 18 (0.35%) Trello
7 12 (0.24%) Spreadsheet
8 9 (0.18%) Chatbot
8 9 (0.18%) Simulink
9 8 (0.16%) AutoCAD
9 8 (0.16%) Sketch
10 7 (0.14%) Adobe Creative Suite
11 6 (0.12%) Adobe XD
11 6 (0.12%) Photoshop
11 6 (0.12%) ProjectWise
11 6 (0.12%) Revit
12 5 (0.098%) Adobe Illustrator
13 4 (0.078%) InDesign
13 4 (0.078%) Navisworks
14 2 (0.039%) Oracle Smart View
Business Applications
1 144 (2.82%) SAP S/4HANA
2 41 (0.80%) Dynamics CRM
3 36 (0.71%) Oracle EBS
4 26 (0.51%) Oracle EBS R12
4 26 (0.51%) Oracle Payables
5 24 (0.47%) Oracle BPM
6 21 (0.41%) SAP EWM
7 18 (0.35%) Teamcenter
8 15 (0.29%) Oracle Assets
8 15 (0.29%) Oracle Receivables
8 15 (0.29%) SAP WM
9 13 (0.25%) Oracle Cash Management
9 13 (0.25%) Oracle ERP
9 13 (0.25%) Workday HCM
10 12 (0.24%) Oracle Financials
10 12 (0.24%) Payment Gateway
11 11 (0.22%) FLEXCUBE
11 11 (0.22%) Maximo
11 11 (0.22%) Oracle General Ledger
11 11 (0.22%) Shopify
Cloud Services
1 871 (17.07%) Azure
2 759 (14.87%) AWS
3 319 (6.25%) GCP
4 311 (6.09%) Power Platform
5 298 (5.84%) Microsoft 365
6 164 (3.21%) GitHub
7 153 (3.00%) Serverless
8 149 (2.92%) Azure DevOps
9 112 (2.19%) Amazon S3
10 109 (2.14%) Entra ID
10 109 (2.14%) SaaS
11 102 (2.00%) AWS Lambda
12 89 (1.74%) PowerApps
13 85 (1.67%) Dynamics 365
14 73 (1.43%) Snowflake
15 72 (1.41%) Power Automate
16 70 (1.37%) Cloud Computing
17 65 (1.27%) GitHub Actions
18 63 (1.23%) AWS CloudFormation
19 48 (0.94%) dbt
Communications & Networking
1 161 (3.15%) Firewall
2 129 (2.53%) VPN
3 123 (2.41%) DNS
4 99 (1.94%) TCP/IP
5 89 (1.74%) Network Security
6 73 (1.43%) LAN
7 61 (1.20%) WAN
8 55 (1.08%) DHCP
9 52 (1.02%) Wireless
10 43 (0.84%) VLAN
11 41 (0.80%) BGP
12 36 (0.71%) SSL
13 35 (0.69%) OSPF
14 33 (0.65%) HTTP
15 32 (0.63%) MPLS
15 32 (0.63%) Wi-Fi
15 32 (0.63%) Wireshark
16 30 (0.59%) SAN
17 27 (0.53%) Skype
18 23 (0.45%) VoIP
Database & Business Intelligence
1 235 (4.60%) Power BI
2 199 (3.90%) SQL Server
3 157 (3.08%) Relational Database
4 142 (2.78%) Data Warehouse
5 139 (2.72%) PostgreSQL
6 118 (2.31%) NoSQL
7 114 (2.23%) MongoDB
8 101 (1.98%) Tableau
9 82 (1.61%) Oracle Database
10 69 (1.35%) MySQL
11 66 (1.29%) DB2
12 64 (1.25%) Amazon RDS
12 64 (1.25%) Big Data
13 58 (1.14%) Metadata
14 53 (1.04%) DynamoDB
15 45 (0.88%) Redis
16 43 (0.84%) BigQuery
17 39 (0.76%) Hadoop
18 35 (0.69%) Oracle Reports
19 32 (0.63%) Data Lake
Development Applications
1 416 (8.15%) JIRA
2 343 (6.72%) Git
3 218 (4.27%) Jenkins
4 113 (2.21%) GitLab
5 95 (1.86%) JUnit
6 70 (1.37%) Selenium
7 48 (0.94%) Postman
8 40 (0.78%) Cucumber
9 37 (0.72%) Maven
10 32 (0.63%) SonarQube
11 31 (0.61%) Bitbucket
12 23 (0.45%) Gradle
13 22 (0.43%) REST Assured
14 20 (0.39%) Cypress.io
15 18 (0.35%) JMeter
15 18 (0.35%) Mockito
16 17 (0.33%) SoapUI
16 17 (0.33%) SpecFlow
16 17 (0.33%) webpack
17 15 (0.29%) Xcode
General
1 3,023 (59.23%) Social Skills
2 1,927 (37.75%) Analytical Skills
3 1,313 (25.72%) Finance
4 488 (9.56%) Banking
5 404 (7.92%) Public Sector
6 184 (3.61%) Telecoms
7 165 (3.23%) Organisational Skills
8 155 (3.04%) Legal
9 148 (2.90%) Marketing
10 145 (2.84%) Manufacturing
11 143 (2.80%) Investment Banking
12 135 (2.64%) Presentation Skills
13 128 (2.51%) Inclusion and Diversity
14 123 (2.41%) Documentation Skills
15 119 (2.33%) Retail
16 114 (2.23%) Front Office
16 114 (2.23%) Influencing Skills
17 70 (1.37%) Financial Institution
18 65 (1.27%) Pharmaceutical
19 49 (0.96%) Back Office
Job Titles
1 790 (15.48%) Analyst
2 744 (14.58%) Developer
3 432 (8.46%) Senior
4 366 (7.17%) Architect
5 318 (6.23%) Consultant
6 282 (5.53%) Lead
7 260 (5.09%) Business Analyst
8 198 (3.88%) Java Developer
9 185 (3.62%) Project Manager
10 178 (3.49%) Support Engineer
11 132 (2.59%) IT Support
12 123 (2.41%) Support Analyst
13 121 (2.37%) Data Analyst
13 121 (2.37%) Data Engineer
14 114 (2.23%) Senior Developer
15 95 (1.86%) SAP Consultant
16 93 (1.82%) Software Engineer
17 81 (1.59%) Administrator
17 81 (1.59%) Solutions Architect
18 77 (1.51%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 244 (4.78%) REST
2 204 (4.00%) RESTful
3 192 (3.76%) Kafka
4 177 (3.47%) Spring
5 172 (3.37%) HTML
6 155 (3.04%) .NET
6 155 (3.04%) React
7 145 (2.84%) CSS
8 117 (2.29%) AngularJS
9 114 (2.23%) SOAP
10 104 (2.04%) Spring Boot
11 101 (1.98%) Web Services
12 82 (1.61%) JSON
12 82 (1.61%) Node.js
13 74 (1.45%) Middleware
13 74 (1.45%) OAuth
14 73 (1.43%) XML
15 62 (1.21%) GraphQL
16 49 (0.96%) Hibernate
16 49 (0.96%) JMS
Miscellaneous
1 208 (4.08%) Management Information System
2 189 (3.70%) Product Ownership
3 156 (3.06%) Self-Motivation
4 147 (2.88%) Onboarding
5 142 (2.78%) Cloud Native
6 140 (2.74%) Data Structures
7 111 (2.17%) Analytical Mindset
7 111 (2.17%) Enterprise Software
8 108 (2.12%) Data Protection Act
9 99 (1.94%) Virtual Team
10 88 (1.72%) Algorithms
11 83 (1.63%) Data Centre
12 81 (1.59%) Distributed Systems
13 61 (1.20%) Equities
13 61 (1.20%) Security Posture
14 59 (1.16%) Legacy Systems
15 50 (0.98%) Mobile App
16 45 (0.88%) Foreign Exchange (FX)
17 41 (0.80%) CMDB
18 36 (0.71%) Fixed Income
Operating Systems
1 512 (10.03%) Windows
2 383 (7.50%) Linux
3 130 (2.55%) Unix
4 104 (2.04%) Windows 10
5 98 (1.92%) Windows Server
6 83 (1.63%) Apple iOS
7 66 (1.29%) Android
8 42 (0.82%) Mac OS
9 36 (0.71%) Red Hat Enterprise Linux
10 21 (0.41%) Windows Server 2016
11 18 (0.35%) Windows Server 2012
12 17 (0.33%) VMS
13 16 (0.31%) CentOS
14 15 (0.29%) zOS
15 8 (0.16%) Mac OS X
15 8 (0.16%) Windows 7
15 8 (0.16%) Windows Server 2019
16 7 (0.14%) Windows Server 2008
17 6 (0.12%) Ubuntu
17 6 (0.12%) Windows 8
Processes & Methodologies
1 1,433 (28.08%) Agile
2 669 (13.11%) CI/CD
3 654 (12.81%) DevOps
4 580 (11.36%) Stakeholder Management
5 568 (11.13%) Continuous Improvement
6 518 (10.15%) Project Management
7 497 (9.74%) Migration
8 468 (9.17%) Decision-Making
9 413 (8.09%) Computer Science
10 406 (7.95%) Scrum
11 405 (7.93%) Analytics
12 355 (6.96%) ITIL
13 347 (6.80%) Business Intelligence
14 346 (6.78%) Mentoring
15 331 (6.49%) Test Automation
16 329 (6.45%) Customer Service
17 321 (6.29%) Stakeholder Engagement
18 303 (5.94%) Artificial Intelligence
18 303 (5.94%) SDLC
19 296 (5.80%) Risk Management
Programming Languages
1 883 (17.30%) Python
2 844 (16.54%) SQL
3 543 (10.64%) Java
4 287 (5.62%) JavaScript
5 232 (4.55%) PowerShell
6 205 (4.02%) C#
7 123 (2.41%) TypeScript
8 116 (2.27%) Bash
9 113 (2.21%) Shell Script
10 68 (1.33%) Go
11 64 (1.25%) PL/SQL
12 61 (1.20%) C++
13 43 (0.84%) Scala
14 41 (0.80%) R
15 36 (0.71%) VBA
16 32 (0.63%) Apex Code
17 31 (0.61%) ABAP
18 27 (0.53%) PHP
19 26 (0.51%) C
19 26 (0.51%) Perl
Qualifications
1 757 (14.83%) Degree
2 722 (14.15%) Security Cleared
3 534 (10.46%) SC Cleared
4 274 (5.37%) Computer Science Degree
5 120 (2.35%) Microsoft Certification
6 94 (1.84%) CISSP
7 92 (1.80%) Master's Degree
8 88 (1.72%) AWS Certification
8 88 (1.72%) PMI Certification
9 85 (1.67%) PMP
10 84 (1.65%) BPSS Clearance
11 78 (1.53%) DV Cleared
12 75 (1.47%) Cisco Certification
13 73 (1.43%) Azure Certification
14 51 (1.00%) A+ Certification
14 51 (1.00%) CCNP
15 44 (0.86%) AWS Certified Solutions Architect
16 42 (0.82%) CISM
17 37 (0.72%) ITIL Certification
18 35 (0.69%) ISTQB
Quality Assurance & Compliance
1 326 (6.39%) QA
2 238 (4.66%) Data Quality
3 172 (3.37%) GDPR
4 102 (2.00%) Accessibility
5 87 (1.70%) SLA
6 80 (1.57%) ISO/IEC 27001
7 75 (1.47%) PMO
8 66 (1.29%) NIST
9 38 (0.74%) Sarbanes-Oxley
10 33 (0.65%) PCI DSS
11 23 (0.45%) HIPAA
12 20 (0.39%) GRC
13 19 (0.37%) California Consumer Privacy Act
14 18 (0.35%) Actionable Recommendations
15 15 (0.29%) SEPA
15 15 (0.29%) WCAG
16 13 (0.25%) PSD2
17 12 (0.24%) NCSC
18 11 (0.22%) Disclosure Scotland
18 11 (0.22%) ISO 20022
System Software
1 306 (6.00%) Docker
2 282 (5.53%) Active Directory
3 88 (1.72%) VMware Infrastructure
4 33 (0.65%) Virtual Machines
5 31 (0.61%) Hyper-V
6 25 (0.49%) vSphere
7 18 (0.35%) Firmware
8 16 (0.31%) Oracle RAC
9 15 (0.29%) Virtual Desktop
10 14 (0.27%) VMware NSX
11 12 (0.24%) VMware ESXi
12 8 (0.16%) RACF
13 7 (0.14%) HDFS
14 6 (0.12%) Virtual Servers
15 5 (0.098%) Terminal Services
16 4 (0.078%) KVM
16 4 (0.078%) Time Sharing Option
17 3 (0.059%) Job Entry Subsystem
17 3 (0.059%) XenApp
18 2 (0.039%) GridGain
Systems Management
1 363 (7.11%) Kubernetes
2 233 (4.57%) Terraform
3 171 (3.35%) Ansible
4 83 (1.63%) Grafana
5 81 (1.59%) SCCM
6 77 (1.51%) Microsoft Intune
7 64 (1.25%) Prometheus
8 45 (0.88%) Single Sign-On
9 28 (0.55%) Puppet
10 27 (0.53%) SCOM
11 18 (0.35%) FortiGate
12 17 (0.33%) Data Guard
12 17 (0.33%) Oracle RMAN
13 13 (0.25%) Jamf Pro
13 13 (0.25%) Progress Chef
13 13 (0.25%) vCenter Server
14 11 (0.22%) yum
15 10 (0.20%) Kibana
15 10 (0.20%) Packer
15 10 (0.20%) Tivoli Identity Manager
Vendors
1 1,054 (20.65%) Microsoft
2 373 (7.31%) Oracle
3 369 (7.23%) SAP
4 239 (4.68%) ServiceNow
5 177 (3.47%) Google
6 138 (2.70%) Salesforce
7 136 (2.66%) VMware
8 133 (2.61%) Splunk
9 132 (2.59%) Cisco
10 81 (1.59%) Databricks
11 70 (1.37%) IBM
12 62 (1.21%) Workday
13 53 (1.04%) Red Hat
14 52 (1.02%) Citrix
15 49 (0.96%) Sybase
16 44 (0.86%) Juniper
17 42 (0.82%) Adobe
18 41 (0.80%) CyberArk
19 35 (0.69%) Dynatrace
19 35 (0.69%) Palo Alto