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 12 March 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Mar 2026
Same period 2025 Same period 2024
Rank 7 6 10
Rank change year-on-year -1 +4 +11
Contract jobs citing Problem-Solving 5,472 4,707 4,815
As % of all contract jobs in the UK 12.82% 15.99% 10.78%
As % of the Processes & Methodologies category 14.89% 17.70% 12.45%
Number of daily rates quoted 3,364 2,939 2,984
10th Percentile £286 £258 £213
25th Percentile £400 £400 £380
Median daily rate (50th Percentile) £481 £500 £500
Median % change year-on-year -3.75% - -6.54%
75th Percentile £588 £600 £625
90th Percentile £703 £700 £725
UK excluding London median daily rate £474 £475 £475
% change year-on-year -0.21% - -5.00%
Number of hourly rates quoted 313 194 412
10th Percentile £13.00 £14.99 £11.07
25th Percentile £15.18 £17.78 £14.00
Median hourly rate £20.00 £26.50 £18.00
Median % change year-on-year -24.53% +47.22% -48.57%
75th Percentile £41.94 £43.29 £43.75
90th Percentile £71.90 £71.75 £72.45
UK excluding London median hourly rate £17.05 £22.69 £16.34
% change year-on-year -24.85% +38.85% -38.62%

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 36,752 26,590 38,671
As % of all contract IT jobs advertised in the UK 86.07% 90.35% 86.60%
Number of daily rates quoted 23,283 16,983 25,150
10th Percentile £313 £306 £300
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £613 £638 £638
90th Percentile £725 £744 £738
UK excluding London median daily rate £480 £490 £500
% change year-on-year -2.04% -2.00% -
Number of hourly rates quoted 2,192 900 2,342
10th Percentile £14.82 £15.49 £13.00
25th Percentile £18.50 £21.00 £16.06
Median hourly rate £29.61 £32.50 £32.50
Median % change year-on-year -8.89% - -7.14%
75th Percentile £65.00 £64.79 £57.50
90th Percentile £75.00 £76.34 £70.50
UK excluding London median hourly rate £27.21 £32.00 £31.50
% change year-on-year -14.97% +1.59% -10.00%

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 12 March 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 12 March 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 12 March 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 -3 4,682 £490 -2.00% 3,218
UK excluding London -4 2,832 £474 -0.21% 2,659
London -6 2,043 £512 -2.45% 1,036
Work from Home 0 1,586 £480 -4.00% 1,285
North of England -3 765 £450 -7.98% 632
South East -3 673 £492 -1.60% 839
Midlands -2 517 £450 +3.15% 448
North West -4 379 £425 -10.53% 346
West Midlands -2 376 £475 +3.69% 263
Yorkshire -4 339 £475 -5.00% 214
South West -2 309 £535 +1.90% 322
Scotland 0 266 £438 -2.78% 139
East of England -3 239 £450 - 282
East Midlands -3 142 £402 +7.20% 185
Wales -3 65 £400 +2.56% 77
North East -2 56 £438 -2.78% 85
Northern Ireland -1 33 £450 +36.36% 17
Channel Islands 0 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
1 225 (4.11%) Confluence
2 161 (2.94%) SharePoint
3 107 (1.96%) Microsoft Exchange
4 94 (1.72%) Apache Spark
5 66 (1.21%) Apache
6 60 (1.10%) SAS
7 46 (0.84%) Apache Airflow
8 35 (0.64%) CMS
9 21 (0.38%) WebLogic
10 15 (0.27%) Skype for Business
11 14 (0.26%) nginx
12 12 (0.22%) Adobe Experience Manager
13 11 (0.20%) JBoss
14 9 (0.16%) Jupyter
14 9 (0.16%) Oracle Workflow
15 8 (0.15%) Camunda
16 7 (0.13%) Anypoint
16 7 (0.13%) Palantir Foundry
17 6 (0.11%) Sitecore CMS
18 5 (0.091%) Oracle SOA Suite
Applications
1 323 (5.90%) Microsoft Excel
2 225 (4.11%) Microsoft Office
3 122 (2.23%) Microsoft PowerPoint
4 80 (1.46%) MS Visio
5 78 (1.43%) Microsoft Project
6 23 (0.42%) Spreadsheet
7 22 (0.40%) Chatbot
8 10 (0.18%) Sketch
9 9 (0.16%) Adobe Creative Suite
9 9 (0.16%) Adobe XD
10 7 (0.13%) Trello
11 6 (0.11%) Photoshop
12 5 (0.091%) Acrobat
13 4 (0.073%) Adobe Captivate
13 4 (0.073%) InDesign
13 4 (0.073%) InVision
13 4 (0.073%) Maya
13 4 (0.073%) Zeplin
14 3 (0.055%) LaTeX
14 3 (0.055%) Notion
Business Applications
1 97 (1.77%) SAP S/4HANA
2 41 (0.75%) Dynamics CRM
3 22 (0.40%) Aladdin
4 20 (0.37%) Payment Gateway
5 18 (0.33%) Oracle Payables
6 15 (0.27%) Oracle EBS
6 15 (0.27%) Oracle ERP
6 15 (0.27%) Workday HCM
7 14 (0.26%) Remedy ITSM
8 13 (0.24%) Oracle Assets
8 13 (0.24%) SAP ERP
9 12 (0.22%) NEC Housing
9 12 (0.22%) NetSuite
9 12 (0.22%) Oracle Receivables
9 12 (0.22%) Sparx Enterprise Architect
10 11 (0.20%) Oracle Subledger Accounting
10 11 (0.20%) SAP HR
11 10 (0.18%) Oracle General Ledger
11 10 (0.18%) SAP HCM
11 10 (0.18%) SAP Payroll
Cloud Services
1 1,178 (21.53%) Azure
2 871 (15.92%) AWS
3 393 (7.18%) GCP
4 380 (6.94%) Power Platform
5 331 (6.05%) Microsoft 365
6 273 (4.99%) GitHub
7 253 (4.62%) Azure DevOps
8 203 (3.71%) Serverless
9 163 (2.98%) Entra ID
10 143 (2.61%) GitHub Actions
11 134 (2.45%) SaaS
12 113 (2.07%) Amazon S3
13 106 (1.94%) AWS Lambda
14 94 (1.72%) OpenShift
14 94 (1.72%) Snowflake
15 80 (1.46%) Azure Data Factory
16 79 (1.44%) Dynamics 365
17 71 (1.30%) PaaS
18 68 (1.24%) Power Automate
19 63 (1.15%) Amazon EC2
Communications & Networking
1 209 (3.82%) Firewall
2 194 (3.55%) DNS
3 127 (2.32%) TCP/IP
4 115 (2.10%) Network Security
5 111 (2.03%) DHCP
5 111 (2.03%) WAN
6 106 (1.94%) VPN
7 89 (1.63%) LAN
8 61 (1.11%) Wi-Fi
9 51 (0.93%) BGP
10 47 (0.86%) VLAN
11 45 (0.82%) SAN
12 37 (0.68%) OSPF
13 34 (0.62%) VoIP
14 30 (0.55%) SD-WAN
15 28 (0.51%) Wireless
16 25 (0.46%) Internet
16 25 (0.46%) MPLS
17 22 (0.40%) SSH
18 21 (0.38%) Junos
Database & Business Intelligence
1 308 (5.63%) Power BI
2 184 (3.36%) SQL Server
3 174 (3.18%) PostgreSQL
4 173 (3.16%) Data Warehouse
5 159 (2.91%) Relational Database
6 110 (2.01%) MongoDB
7 106 (1.94%) NoSQL
8 91 (1.66%) Metadata
9 85 (1.55%) Tableau
10 84 (1.54%) Big Data
10 84 (1.54%) MySQL
11 74 (1.35%) Data Lake
12 71 (1.30%) Oracle Database
13 57 (1.04%) Oracle Reports
14 53 (0.97%) Hadoop
15 50 (0.91%) SQL Server Integration Services
16 46 (0.84%) Amazon RDS
17 40 (0.73%) DynamoDB
18 33 (0.60%) Azure SQL Database
19 31 (0.57%) Pentaho
Development Applications
1 503 (9.19%) JIRA
2 379 (6.93%) Git
3 274 (5.01%) Jenkins
4 181 (3.31%) GitLab
5 88 (1.61%) Selenium
6 65 (1.19%) JUnit
7 47 (0.86%) Postman
8 42 (0.77%) Cucumber
9 38 (0.69%) Bitbucket
10 27 (0.49%) REST Assured
11 26 (0.48%) Sonatype Nexus
12 25 (0.46%) Maven
13 24 (0.44%) Cypress.io
13 24 (0.44%) JMeter
14 21 (0.38%) SonarQube
15 20 (0.37%) Mockito
16 16 (0.29%) IntelliJ
17 15 (0.27%) CircleCI
17 15 (0.27%) SpecFlow
18 14 (0.26%) WebDriver
General
1 2,966 (54.20%) Social Skills
2 2,020 (36.92%) Analytical Skills
3 1,230 (22.48%) Finance
4 557 (10.18%) Public Sector
5 440 (8.04%) Banking
6 208 (3.80%) Organisational Skills
7 179 (3.27%) Documentation Skills
8 176 (3.22%) Legal
9 154 (2.81%) Retail
10 144 (2.63%) Influencing Skills
11 133 (2.43%) Presentation Skills
12 131 (2.39%) Inclusion and Diversity
13 105 (1.92%) Telecoms
14 98 (1.79%) Front Office
15 91 (1.66%) Marketing
16 87 (1.59%) Investment Banking
17 79 (1.44%) Manufacturing
18 64 (1.17%) Military
19 57 (1.04%) Financial Institution
20 46 (0.84%) Law
Job Titles
1 764 (13.96%) Developer
2 739 (13.51%) Analyst
3 481 (8.79%) Senior
4 376 (6.87%) Architect
5 348 (6.36%) Lead
6 315 (5.76%) Business Analyst
7 304 (5.56%) Consultant
8 219 (4.00%) Project Manager
9 215 (3.93%) Data Engineer
10 145 (2.65%) Support Engineer
11 129 (2.36%) Java Developer
12 121 (2.21%) IT Support
13 104 (1.90%) Senior Developer
14 103 (1.88%) Data Analyst
15 98 (1.79%) Software Engineer
16 97 (1.77%) Solutions Architect
17 90 (1.64%) Administrator
18 87 (1.59%) Python Developer
19 84 (1.54%) Network Engineer
20 76 (1.39%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 372 (6.80%) REST
2 187 (3.42%) Kafka
3 181 (3.31%) SOAP
4 177 (3.23%) RESTful
5 170 (3.11%) .NET
6 165 (3.02%) Spring
7 163 (2.98%) Node.js
8 154 (2.81%) React
9 129 (2.36%) CSS
9 129 (2.36%) HTML
10 125 (2.28%) AngularJS
11 120 (2.19%) JSON
12 111 (2.03%) Spring Boot
13 101 (1.85%) XML
14 94 (1.72%) LDAP
15 91 (1.66%) Middleware
16 81 (1.48%) OAuth
17 71 (1.30%) Oracle Fusion
17 71 (1.30%) PySpark
18 70 (1.28%) Web Services
Miscellaneous
1 268 (4.90%) Product Ownership
2 243 (4.44%) Cloud Native
3 196 (3.58%) Onboarding
4 172 (3.14%) Management Information System
5 155 (2.83%) Data Centre
6 140 (2.56%) Analytical Mindset
7 123 (2.25%) Self-Motivation
8 119 (2.17%) Data Structures
9 110 (2.01%) Data Protection Act
10 100 (1.83%) Enterprise Software
10 100 (1.83%) Virtual Team
11 96 (1.75%) Legacy Systems
12 93 (1.70%) Algorithms
13 89 (1.63%) Distributed Systems
14 78 (1.43%) Security Posture
15 71 (1.30%) Hybrid Cloud
16 69 (1.26%) CMDB
17 68 (1.24%) Mobile App
18 67 (1.22%) Driving Licence
19 55 (1.01%) Equities
Operating Systems
1 571 (10.43%) Windows
2 340 (6.21%) Linux
3 111 (2.03%) Windows Server
4 108 (1.97%) Unix
5 98 (1.79%) Windows 10
6 71 (1.30%) Android
7 66 (1.21%) Apple iOS
8 64 (1.17%) Red Hat Enterprise Linux
9 57 (1.04%) Mac OS
10 20 (0.37%) VMS
11 15 (0.27%) Ubuntu
12 13 (0.24%) CentOS
13 10 (0.18%) Windows Server 2019
14 9 (0.16%) Windows Server 2012
15 7 (0.13%) Mac OS X
16 6 (0.11%) Windows 7
17 5 (0.091%) Windows Server 2003
17 5 (0.091%) zOS
18 4 (0.073%) Debian
18 4 (0.073%) Windows 8
Processes & Methodologies
1 1,588 (29.02%) Agile
2 1,029 (18.80%) CI/CD
3 883 (16.14%) DevOps
4 828 (15.13%) Stakeholder Management
5 793 (14.49%) Continuous Improvement
6 630 (11.51%) Analytics
7 565 (10.33%) Migration
8 553 (10.11%) Decision-Making
9 509 (9.30%) AI
10 481 (8.79%) Stakeholder Engagement
11 480 (8.77%) Project Management
12 469 (8.57%) Data Modelling
13 440 (8.04%) Test Automation
14 415 (7.58%) Validation
15 414 (7.57%) Scrum
16 413 (7.55%) Business Intelligence
17 386 (7.05%) Containerisation
18 383 (7.00%) Customer Service
19 377 (6.89%) ITIL
20 376 (6.87%) Change Management
Programming Languages
1 1,058 (19.33%) Python
2 946 (17.29%) SQL
3 502 (9.17%) Java
4 366 (6.69%) PowerShell
5 318 (5.81%) JavaScript
6 223 (4.08%) C#
7 214 (3.91%) TypeScript
8 153 (2.80%) Bash
9 81 (1.48%) Shell Script
10 75 (1.37%) PL/SQL
11 59 (1.08%) C++
12 57 (1.04%) Go
13 47 (0.86%) Perl
14 44 (0.80%) Scala
15 41 (0.75%) Bicep
16 39 (0.71%) Ruby
16 39 (0.71%) T-SQL
17 35 (0.64%) VBA
18 33 (0.60%) Apex Code
18 33 (0.60%) R
Qualifications
1 1,177 (21.51%) Security Cleared
2 824 (15.06%) SC Cleared
3 708 (12.94%) Degree
4 247 (4.51%) Computer Science Degree
5 210 (3.84%) DV Cleared
6 158 (2.89%) BPSS Clearance
7 115 (2.10%) Cisco Certification
8 111 (2.03%) Master's Degree
9 102 (1.86%) Microsoft Certification
9 102 (1.86%) PMI Certification
10 101 (1.85%) PMP
11 98 (1.79%) CISSP
12 77 (1.41%) Azure Certification
13 63 (1.15%) CISM
14 56 (1.02%) CCNP
15 55 (1.01%) AWS Certification
16 50 (0.91%) CCNA
17 40 (0.73%) ITIL Certification
18 39 (0.71%) A+ Certification
19 33 (0.60%) Network+ Certification
Quality Assurance & Compliance
1 353 (6.45%) QA
2 326 (5.96%) Data Quality
3 162 (2.96%) GDPR
4 118 (2.16%) Accessibility
5 90 (1.64%) NIST
6 88 (1.61%) ISO/IEC 27001
6 88 (1.61%) PMO
7 66 (1.21%) SLA
8 36 (0.66%) GRC
8 36 (0.66%) PCI DSS
9 33 (0.60%) WCAG
10 29 (0.53%) Actionable Recommendations
11 23 (0.42%) PSD2
11 23 (0.42%) Sarbanes-Oxley
12 18 (0.33%) ISO 20022
13 17 (0.31%) EU AI Act
13 17 (0.31%) ISO 8583
14 16 (0.29%) HIPAA
15 13 (0.24%) HL7
15 13 (0.24%) IFRS
System Software
1 482 (8.81%) Docker
2 376 (6.87%) Active Directory
3 110 (2.01%) VMware Infrastructure
4 45 (0.82%) vSphere
5 36 (0.66%) VMware NSX
6 32 (0.58%) Hyper-V
7 23 (0.42%) Virtual Desktop
8 20 (0.37%) Firmware
9 19 (0.35%) Virtual Machines
10 11 (0.20%) RACF
11 10 (0.18%) Time Sharing Option
12 9 (0.16%) ACF2
13 8 (0.15%) Oracle RAC
13 8 (0.15%) Squid
13 8 (0.15%) VMware ESXi
14 7 (0.13%) vCloud
15 5 (0.091%) HDFS
16 4 (0.073%) Snort
17 3 (0.055%) ISA Server
17 3 (0.055%) NFS
Systems Management
1 530 (9.69%) Kubernetes
2 321 (5.87%) Terraform
3 200 (3.65%) Ansible
4 136 (2.49%) Grafana
5 120 (2.19%) Microsoft Intune
6 111 (2.03%) Prometheus
7 87 (1.59%) SCCM
8 48 (0.88%) Single Sign-On
9 37 (0.68%) FortiGate
10 35 (0.64%) Puppet
11 32 (0.58%) Argo
11 32 (0.58%) Kibana
12 30 (0.55%) Nessus
12 30 (0.55%) vCenter Server
13 26 (0.48%) Control-M
14 25 (0.46%) Active Directory Federation Services
15 24 (0.44%) IBM Guardium
16 15 (0.27%) vRealize
17 13 (0.24%) Red Hat Satellite
18 12 (0.22%) CSIRT
Vendors
1 994 (18.17%) Microsoft
2 358 (6.54%) Oracle
3 267 (4.88%) SAP
4 232 (4.24%) ServiceNow
5 200 (3.65%) VMware
6 185 (3.38%) Google
7 162 (2.96%) Databricks
8 152 (2.78%) Splunk
9 136 (2.49%) Cisco
10 113 (2.07%) Salesforce
11 86 (1.57%) Red Hat
12 74 (1.35%) CyberArk
13 64 (1.17%) BeyondTrust
14 60 (1.10%) Dell
15 58 (1.06%) Workday
16 56 (1.02%) Citrix
16 56 (1.02%) IBM
17 55 (1.01%) Palo Alto
18 53 (0.97%) F5
18 53 (0.97%) Talend