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

6 months to
1 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 5,522 4,722 4,795
As % of all contract jobs in the UK 13.30% 15.51% 10.74%
As % of the Processes & Methodologies category 15.36% 17.23% 12.35%
Number of daily rates quoted 3,414 2,877 2,990
10th Percentile £288 £250 £213
25th Percentile £400 £399 £380
Median daily rate (50th Percentile) £483 £500 £500
Median % change year-on-year -3.45% - -5.66%
75th Percentile £588 £600 £625
90th Percentile £700 £700 £725
UK excluding London median daily rate £475 £473 £475
% change year-on-year +0.53% -0.53% -5.00%
Number of hourly rates quoted 316 185 390
10th Percentile £13.00 £15.33 £11.75
25th Percentile £15.59 £17.08 £14.16
Median hourly rate £20.00 £26.50 £19.38
Median % change year-on-year -24.53% +36.77% -38.55%
75th Percentile £41.78 £43.75 £46.18
90th Percentile £70.88 £71.50 £75.25
UK excluding London median hourly rate £17.28 £22.69 £17.50
% change year-on-year -23.86% +29.64% -32.72%

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 35,946 27,398 38,816
As % of all contract IT jobs advertised in the UK 86.59% 90.01% 86.91%
Number of daily rates quoted 22,812 17,104 25,306
10th Percentile £313 £305 £300
25th Percentile £412 £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 £723 £738 £738
UK excluding London median daily rate £482 £492 £500
% change year-on-year -1.93% -1.70% -
Number of hourly rates quoted 2,146 887 2,267
10th Percentile £14.66 £15.62 £13.25
25th Percentile £18.25 £21.24 £16.25
Median hourly rate £27.50 £32.50 £33.00
Median % change year-on-year -15.38% -1.52% -5.71%
75th Percentile £63.48 £64.50 £59.44
90th Percentile £73.46 £75.35 £72.00
UK excluding London median hourly rate £25.15 £31.76 £34.21
% change year-on-year -20.81% -7.16% -2.26%

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 1 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 1 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 1 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 -1 4,715 £492 -1.60% 4,662
UK excluding London -4 2,848 £475 +0.53% 4,214
London -3 2,067 £517 -1.57% 1,108
Work from Home +1 1,615 £481 -3.75% 1,955
North of England -2 769 £450 -7.22% 849
South East -2 660 £488 -2.50% 1,351
Midlands -1 528 £450 +3.54% 618
North West -1 385 £424 -10.66% 415
West Midlands 0 383 £475 +5.56% 299
Yorkshire -4 332 £475 -5.00% 318
South West -2 319 £530 +6.00% 519
Scotland 0 277 £447 -0.67% 191
East of England -3 240 £475 +5.56% 592
East Midlands -2 146 £402 +1.77% 310
Wales 0 66 £400 +3.23% 167
North East -4 60 £450 -6.40% 129
Northern Ireland -1 30 £475 +43.94% 70
Channel Islands 0 1 - - 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
1 226 (4.09%) Confluence
2 163 (2.95%) SharePoint
3 108 (1.96%) Microsoft Exchange
4 93 (1.68%) Apache Spark
5 68 (1.23%) SAS
6 67 (1.21%) Apache
7 50 (0.91%) Apache Airflow
8 37 (0.67%) CMS
9 22 (0.40%) Skype for Business
10 21 (0.38%) WebLogic
11 15 (0.27%) nginx
12 11 (0.20%) Adobe Experience Manager
12 11 (0.20%) JBoss
13 9 (0.16%) Jupyter
14 8 (0.14%) Oracle Workflow
15 7 (0.13%) Anypoint
15 7 (0.13%) Camunda
15 7 (0.13%) Palantir Foundry
16 6 (0.11%) Oracle SOA Suite
16 6 (0.11%) Sitecore CMS
Applications
1 318 (5.76%) Microsoft Excel
2 234 (4.24%) Microsoft Office
3 126 (2.28%) Microsoft PowerPoint
4 86 (1.56%) MS Visio
5 78 (1.41%) Microsoft Project
6 22 (0.40%) Chatbot
7 18 (0.33%) Spreadsheet
8 10 (0.18%) Sketch
9 9 (0.16%) Adobe Creative Suite
9 9 (0.16%) Adobe XD
10 6 (0.11%) Trello
11 5 (0.091%) Acrobat
12 4 (0.072%) Adobe Captivate
12 4 (0.072%) Autodesk Inventor
12 4 (0.072%) InDesign
12 4 (0.072%) InVision
12 4 (0.072%) Photoshop
12 4 (0.072%) Zeplin
13 3 (0.054%) LaTeX
13 3 (0.054%) Notion
Business Applications
1 97 (1.76%) SAP S/4HANA
2 42 (0.76%) Dynamics CRM
3 20 (0.36%) Payment Gateway
4 19 (0.34%) Aladdin
5 18 (0.33%) Oracle Payables
6 16 (0.29%) Workday HCM
7 14 (0.25%) NetSuite
7 14 (0.25%) Oracle EBS
7 14 (0.25%) Oracle ERP
7 14 (0.25%) SAP ERP
8 13 (0.24%) Oracle Assets
8 13 (0.24%) Sparx Enterprise Architect
9 12 (0.22%) NEC Housing
9 12 (0.22%) Oracle Receivables
9 12 (0.22%) Remedy ITSM
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 1,198 (21.70%) Azure
2 873 (15.81%) AWS
3 402 (7.28%) GCP
4 378 (6.85%) Power Platform
5 342 (6.19%) Microsoft 365
6 264 (4.78%) GitHub
7 251 (4.55%) Azure DevOps
8 191 (3.46%) Serverless
9 165 (2.99%) Entra ID
10 139 (2.52%) SaaS
11 138 (2.50%) GitHub Actions
12 103 (1.87%) Amazon S3
13 96 (1.74%) AWS Lambda
14 92 (1.67%) Snowflake
15 91 (1.65%) OpenShift
16 82 (1.48%) Azure Data Factory
17 81 (1.47%) Dynamics 365
18 70 (1.27%) PaaS
19 69 (1.25%) Power Automate
20 62 (1.12%) Azure AKS
Communications & Networking
1 217 (3.93%) Firewall
2 199 (3.60%) DNS
3 133 (2.41%) TCP/IP
4 116 (2.10%) VPN
5 114 (2.06%) Network Security
6 112 (2.03%) DHCP
7 106 (1.92%) WAN
8 83 (1.50%) LAN
9 58 (1.05%) Wi-Fi
10 53 (0.96%) VLAN
11 51 (0.92%) BGP
12 39 (0.71%) SAN
13 37 (0.67%) OSPF
14 33 (0.60%) VoIP
15 27 (0.49%) Wireless
16 25 (0.45%) SSH
17 24 (0.43%) SD-WAN
18 23 (0.42%) SSL
19 22 (0.40%) HTTP
19 22 (0.40%) Skype
Database & Business Intelligence
1 308 (5.58%) Power BI
2 182 (3.30%) SQL Server
3 170 (3.08%) PostgreSQL
4 166 (3.01%) Data Warehouse
5 161 (2.92%) Relational Database
6 111 (2.01%) MongoDB
6 111 (2.01%) NoSQL
7 91 (1.65%) Metadata
8 89 (1.61%) MySQL
9 81 (1.47%) Big Data
9 81 (1.47%) Tableau
10 73 (1.32%) Data Lake
11 71 (1.29%) Oracle Database
12 55 (1.00%) Oracle Reports
13 53 (0.96%) Hadoop
14 50 (0.91%) SQL Server Integration Services
15 44 (0.80%) Amazon RDS
16 38 (0.69%) DynamoDB
16 38 (0.69%) Elasticsearch
17 36 (0.65%) Azure SQL Database
Development Applications
1 501 (9.07%) JIRA
2 387 (7.01%) Git
3 275 (4.98%) Jenkins
4 178 (3.22%) GitLab
5 85 (1.54%) Selenium
6 63 (1.14%) JUnit
7 46 (0.83%) Postman
8 43 (0.78%) Cucumber
9 38 (0.69%) Bitbucket
10 27 (0.49%) REST Assured
11 26 (0.47%) Maven
12 25 (0.45%) Sonatype Nexus
13 24 (0.43%) Cypress.io
13 24 (0.43%) JMeter
14 23 (0.42%) SonarQube
15 19 (0.34%) Mockito
16 17 (0.31%) SpecFlow
17 16 (0.29%) CircleCI
18 15 (0.27%) IntelliJ
19 14 (0.25%) WebDriver
General
1 3,016 (54.62%) Social Skills
2 1,997 (36.16%) Analytical Skills
3 1,227 (22.22%) Finance
4 549 (9.94%) Public Sector
5 440 (7.97%) Banking
6 216 (3.91%) Organisational Skills
7 171 (3.10%) Legal
8 170 (3.08%) Documentation Skills
9 144 (2.61%) Retail
10 142 (2.57%) Inclusion and Diversity
10 142 (2.57%) Influencing Skills
11 135 (2.44%) Presentation Skills
12 104 (1.88%) Telecoms
13 103 (1.87%) Front Office
14 95 (1.72%) Marketing
15 91 (1.65%) Investment Banking
16 82 (1.48%) Manufacturing
17 64 (1.16%) Military
18 58 (1.05%) Financial Institution
19 45 (0.81%) Law
Job Titles
1 792 (14.34%) Developer
2 772 (13.98%) Analyst
3 488 (8.84%) Senior
4 368 (6.66%) Architect
5 346 (6.27%) Lead
6 316 (5.72%) Business Analyst
7 310 (5.61%) Consultant
8 216 (3.91%) Data Engineer
9 202 (3.66%) Project Manager
10 147 (2.66%) Support Engineer
11 137 (2.48%) Java Developer
12 130 (2.35%) IT Support
13 114 (2.06%) Data Analyst
14 112 (2.03%) Senior Developer
15 107 (1.94%) Software Engineer
16 95 (1.72%) Solutions Architect
17 93 (1.68%) Python Developer
18 89 (1.61%) Administrator
19 85 (1.54%) Network Engineer
19 85 (1.54%) Support Analyst
Libraries, Frameworks & Software Standards
1 375 (6.79%) REST
2 187 (3.39%) Kafka
2 187 (3.39%) RESTful
3 186 (3.37%) SOAP
4 176 (3.19%) .NET
5 166 (3.01%) React
6 165 (2.99%) Node.js
7 164 (2.97%) Spring
8 137 (2.48%) HTML
9 131 (2.37%) CSS
10 127 (2.30%) AngularJS
11 119 (2.16%) JSON
12 114 (2.06%) Spring Boot
13 104 (1.88%) XML
14 94 (1.70%) LDAP
15 93 (1.68%) Middleware
16 77 (1.39%) OAuth
17 71 (1.29%) Oracle Fusion
18 66 (1.20%) PySpark
18 66 (1.20%) Web Services
Miscellaneous
1 272 (4.93%) Product Ownership
2 238 (4.31%) Cloud Native
3 197 (3.57%) Onboarding
4 176 (3.19%) Management Information System
5 144 (2.61%) Data Centre
6 135 (2.44%) Analytical Mindset
7 128 (2.32%) Data Structures
8 124 (2.25%) Self-Motivation
9 113 (2.05%) Data Protection Act
10 102 (1.85%) Enterprise Software
11 98 (1.77%) Algorithms
11 98 (1.77%) Virtual Team
12 90 (1.63%) Legacy Systems
13 83 (1.50%) Distributed Systems
14 82 (1.48%) Security Posture
15 73 (1.32%) CMDB
16 72 (1.30%) Hybrid Cloud
17 66 (1.20%) Driving Licence
17 66 (1.20%) Mobile App
18 56 (1.01%) Foreign Exchange (FX)
Operating Systems
1 574 (10.39%) Windows
2 361 (6.54%) Linux
3 118 (2.14%) Unix
4 107 (1.94%) Windows Server
5 101 (1.83%) Windows 10
6 70 (1.27%) Android
7 67 (1.21%) Apple iOS
7 67 (1.21%) Red Hat Enterprise Linux
8 57 (1.03%) Mac OS
9 22 (0.40%) VMS
10 17 (0.31%) CentOS
11 15 (0.27%) Ubuntu
12 10 (0.18%) Windows Server 2019
13 9 (0.16%) Windows Server 2012
14 8 (0.14%) Mac OS X
15 6 (0.11%) Windows 7
16 5 (0.091%) Windows Server 2003
16 5 (0.091%) zOS
17 4 (0.072%) Debian
17 4 (0.072%) Windows 8
Processes & Methodologies
1 1,609 (29.14%) Agile
2 1,035 (18.74%) CI/CD
3 887 (16.06%) DevOps
4 813 (14.72%) Stakeholder Management
5 792 (14.34%) Continuous Improvement
6 620 (11.23%) Analytics
7 571 (10.34%) Migration
8 554 (10.03%) Decision-Making
9 495 (8.96%) AI
10 468 (8.48%) Project Management
11 466 (8.44%) Stakeholder Engagement
12 457 (8.28%) Data Modelling
13 450 (8.15%) Test Automation
14 424 (7.68%) Scrum
15 417 (7.55%) Business Intelligence
16 409 (7.41%) Validation
17 384 (6.95%) Containerisation
17 384 (6.95%) Customer Service
18 382 (6.92%) ITIL
19 379 (6.86%) Computer Science
Programming Languages
1 1,076 (19.49%) Python
2 946 (17.13%) SQL
3 519 (9.40%) Java
4 365 (6.61%) PowerShell
5 330 (5.98%) JavaScript
6 233 (4.22%) C#
7 219 (3.97%) TypeScript
8 152 (2.75%) Bash
9 82 (1.48%) Shell Script
10 74 (1.34%) PL/SQL
11 64 (1.16%) C++
12 63 (1.14%) Go
13 49 (0.89%) Perl
14 42 (0.76%) Scala
15 40 (0.72%) T-SQL
16 38 (0.69%) Bicep
16 38 (0.69%) Ruby
17 36 (0.65%) R
17 36 (0.65%) VBA
18 33 (0.60%) C
Qualifications
1 1,170 (21.19%) Security Cleared
2 829 (15.01%) SC Cleared
3 738 (13.36%) Degree
4 254 (4.60%) Computer Science Degree
5 203 (3.68%) DV Cleared
6 157 (2.84%) BPSS Clearance
7 109 (1.97%) Master's Degree
8 103 (1.87%) Microsoft Certification
9 102 (1.85%) Cisco Certification
9 102 (1.85%) PMI Certification
10 100 (1.81%) PMP
11 95 (1.72%) CISSP
12 76 (1.38%) Azure Certification
13 60 (1.09%) CISM
14 57 (1.03%) AWS Certification
15 56 (1.01%) CCNP
16 43 (0.78%) CCNA
17 41 (0.74%) A+ Certification
18 36 (0.65%) ITIL Certification
19 29 (0.53%) Network+ Certification
Quality Assurance & Compliance
1 358 (6.48%) QA
2 330 (5.98%) Data Quality
3 159 (2.88%) GDPR
4 122 (2.21%) Accessibility
5 88 (1.59%) PMO
6 86 (1.56%) NIST
7 85 (1.54%) ISO/IEC 27001
8 63 (1.14%) SLA
9 37 (0.67%) PCI DSS
10 33 (0.60%) GRC
10 33 (0.60%) WCAG
11 27 (0.49%) Actionable Recommendations
12 24 (0.43%) Sarbanes-Oxley
13 23 (0.42%) PSD2
14 18 (0.33%) ISO 20022
15 17 (0.31%) ISO 8583
16 16 (0.29%) EU AI Act
17 15 (0.27%) HIPAA
17 15 (0.27%) IFRS
18 14 (0.25%) California Consumer Privacy Act
System Software
1 488 (8.84%) Docker
2 387 (7.01%) Active Directory
3 116 (2.10%) VMware Infrastructure
4 42 (0.76%) vSphere
5 36 (0.65%) Hyper-V
6 34 (0.62%) VMware NSX
7 25 (0.45%) Virtual Desktop
8 21 (0.38%) Firmware
8 21 (0.38%) Virtual Machines
9 11 (0.20%) RACF
10 10 (0.18%) Time Sharing Option
11 9 (0.16%) ACF2
12 8 (0.14%) Squid
12 8 (0.14%) VMware ESXi
13 7 (0.13%) Oracle RAC
14 6 (0.11%) HDFS
14 6 (0.11%) vCloud
15 4 (0.072%) Snort
16 3 (0.054%) ISA Server
16 3 (0.054%) NFS
Systems Management
1 537 (9.72%) Kubernetes
2 318 (5.76%) Terraform
3 205 (3.71%) Ansible
4 139 (2.52%) Grafana
5 117 (2.12%) Microsoft Intune
6 110 (1.99%) Prometheus
7 99 (1.79%) SCCM
8 51 (0.92%) Single Sign-On
9 39 (0.71%) Puppet
10 36 (0.65%) Kibana
11 35 (0.63%) FortiGate
12 32 (0.58%) Nessus
13 31 (0.56%) Argo
14 26 (0.47%) vCenter Server
15 25 (0.45%) Active Directory Federation Services
16 23 (0.42%) Control-M
17 22 (0.40%) IBM Guardium
18 16 (0.29%) Red Hat Satellite
19 13 (0.24%) vRealize
20 12 (0.22%) CSIRT
Vendors
1 1,025 (18.56%) Microsoft
2 369 (6.68%) Oracle
3 268 (4.85%) SAP
4 245 (4.44%) ServiceNow
5 206 (3.73%) VMware
6 177 (3.21%) Google
7 163 (2.95%) Databricks
8 159 (2.88%) Splunk
9 134 (2.43%) Cisco
10 114 (2.06%) Salesforce
11 89 (1.61%) Red Hat
12 73 (1.32%) CyberArk
13 63 (1.14%) BeyondTrust
14 57 (1.03%) IBM
14 57 (1.03%) Palo Alto
14 57 (1.03%) Workday
15 56 (1.01%) Citrix
15 56 (1.01%) Talend
16 52 (0.94%) Dell
17 51 (0.92%) Informatica