Problem-Solving Contracts

Problem Solving
UK

The following table provides summary statistics for contract job vacancies with a requirement for Problem-Solving skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Problem-Solving over the 6 months to 18 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 10 18 26
Rank change year-on-year +8 +8 0
Contract jobs citing Problem-Solving 4,620 4,929 6,444
As % of all contract jobs advertised in the UK 10.85% 8.66% 7.36%
As % of the Processes & Methodologies category 12.60% 9.64% 8.12%
Number of daily rates quoted 2,814 3,096 3,955
10th Percentile £250 £263 £288
25th Percentile £388 £413 £413
Median daily rate (50th Percentile) £502 £525 £525
Median % change year-on-year -4.38% - +16.67%
75th Percentile £625 £638 £638
90th Percentile £725 £750 £750
UK excluding London median daily rate £485 £490 £460
% change year-on-year -1.02% +6.52% +8.24%
Number of hourly rates quoted 417 256 280
10th Percentile £11.07 £13.29 £11.36
25th Percentile £13.86 £16.22 £13.25
Median hourly rate £16.50 £48.40 £24.25
Median % change year-on-year -65.91% +99.59% +21.40%
75th Percentile £35.00 £64.31 £48.75
90th Percentile £61.60 £75.25 £58.75
UK excluding London median hourly rate £15.00 £48.40 £18.12
% change year-on-year -69.01% +167.18% +0.64%

All Process and Methodology Skills
UK

Problem-Solving is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 36,673 51,121 79,325
As % of all contract IT jobs advertised in the UK 86.13% 89.77% 90.61%
Number of daily rates quoted 23,631 35,432 55,673
10th Percentile £300 £325 £344
25th Percentile £413 £438 £430
Median daily rate (50th Percentile) £525 £550 £530
Median % change year-on-year -4.55% +3.77% +7.07%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £480
% change year-on-year - +4.17% +9.09%
Number of hourly rates quoted 2,440 1,683 1,892
10th Percentile £12.75 £10.63 £12.50
25th Percentile £15.99 £16.01 £15.50
Median hourly rate £36.05 £36.00 £25.68
Median % change year-on-year +0.13% +40.19% +7.00%
75th Percentile £60.00 £65.00 £49.54
90th Percentile £72.50 £75.00 £65.00
UK excluding London median hourly rate £37.50 £35.00 £20.00
% change year-on-year +7.14% +75.00% -4.99%

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
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Problem-Solving.

Daily rate trend for Problem-Solving in the UK

Problem-Solving
Daily Rate Histogram

Daily rate distribution for jobs citing Problem-Solving over the 6 months to 18 May 2024.

Daily rate histogram for Problem-Solving in the UK

Problem-Solving
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Problem-Solving.

Hourly rate trend for Problem-Solving in the UK

Problem-Solving
Hourly Rate Histogram

Hourly rate distribution of jobs citing Problem-Solving over the 6 months to 18 May 2024.

Hourly rate histogram for Problem-Solving in the UK

Problem-Solving
Top 18 Contract 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 May 2024. 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 +8 3,934 £513 -2.38% 5,777
UK excluding London +6 2,334 £485 -1.02% 4,382
London +4 1,775 £550 -4.35% 1,816
Work from Home +4 1,473 £500 -7.41% 2,128
South East +1 601 £475 -8.65% 1,130
North of England +9 575 £490 -2.00% 1,090
South West +18 331 £500 -9.09% 529
Midlands -3 296 £475 - 845
North West +9 292 £493 +9.56% 586
Yorkshire +7 246 £475 -13.64% 384
East of England +4 238 £500 +8.11% 527
Scotland +11 219 £475 - 272
West Midlands -2 191 £500 - 521
East Midlands +3 101 £350 - 325
Wales +4 58 £425 -16.77% 127
North East +25 39 £550 +76.42% 136
Northern Ireland +2 21 £435 +82.20% 46
Isle of Man - 2 £388 - 4

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
1 110 (2.38%) SharePoint
2 97 (2.10%) Confluence
3 72 (1.56%) Microsoft Exchange
4 42 (0.91%) Apache Spark
5 34 (0.74%) CMS
6 23 (0.50%) Apache
7 16 (0.35%) SAS
8 15 (0.32%) WordPress
9 14 (0.30%) Apache Airflow
10 11 (0.24%) nginx
10 11 (0.24%) OpenStack
11 10 (0.22%) CICS
12 9 (0.19%) Blackberry Enterprise Server
12 9 (0.19%) Drupal
12 9 (0.19%) IIS
12 9 (0.19%) Skype for Business
13 8 (0.17%) Exchange Server 2013
14 7 (0.15%) Exchange Server 2010
14 7 (0.15%) WebSphere
15 6 (0.13%) ArcGIS
Applications
1 296 (6.41%) Microsoft Office
2 270 (5.84%) Microsoft Excel
3 139 (3.01%) Microsoft PowerPoint
4 65 (1.41%) Microsoft Project
5 60 (1.30%) Spreadsheet
6 44 (0.95%) MS Visio
7 18 (0.39%) Photoshop
8 17 (0.37%) Sketch
9 12 (0.26%) Adobe XD
10 9 (0.19%) Acrobat
11 8 (0.17%) Adobe Illustrator
11 8 (0.17%) InVision
12 7 (0.15%) Adobe After Effects
12 7 (0.15%) Adobe Creative Suite
13 6 (0.13%) Maya
14 5 (0.11%) AutoCAD
14 5 (0.11%) Simulink
15 4 (0.087%) Chatbot
15 4 (0.087%) SPSS
15 4 (0.087%) Trello
Business Applications
1 75 (1.62%) SAP S/4HANA
2 48 (1.04%) Dynamics CRM
3 25 (0.54%) Oracle EBS R12
4 20 (0.43%) Endur
5 19 (0.41%) Oracle EBS
6 16 (0.35%) Shopify
7 15 (0.32%) NetSuite
7 15 (0.32%) Oracle Procure-to-Pay
8 13 (0.28%) Maximo
8 13 (0.28%) Oracle Payables
8 13 (0.28%) SAP ERP
9 12 (0.26%) Aligne
9 12 (0.26%) SAP HCM
9 12 (0.26%) Teamcenter
10 11 (0.24%) SAP HR
10 11 (0.24%) SAP PM
11 10 (0.22%) Oracle Receivables
12 9 (0.19%) Salesforce CRM
12 9 (0.19%) SAP SD
13 8 (0.17%) SAP FI
Cloud Services
1 764 (16.54%) Azure
2 472 (10.22%) AWS
3 279 (6.04%) Microsoft 365
4 258 (5.58%) Power Platform
5 189 (4.09%) GCP
6 125 (2.71%) Azure DevOps
7 92 (1.99%) Dynamics 365
8 75 (1.62%) SaaS
9 74 (1.60%) GitHub
10 71 (1.54%) Entra ID
11 70 (1.52%) Serverless
12 65 (1.41%) PowerApps
13 60 (1.30%) Cloud Computing
14 59 (1.28%) Snowflake
15 46 (1.00%) OCI
16 45 (0.97%) Power Automate
17 43 (0.93%) Azure Data Factory
18 41 (0.89%) Amazon S3
19 40 (0.87%) PaaS
20 36 (0.78%) AWS Lambda
Communications & Networking
1 210 (4.55%) Firewall
2 123 (2.66%) VPN
3 113 (2.45%) LAN
4 105 (2.27%) DNS
5 97 (2.10%) WAN
6 92 (1.99%) Network Security
7 89 (1.93%) Wi-Fi
8 67 (1.45%) DHCP
9 65 (1.41%) Wireless
10 55 (1.19%) TCP/IP
11 49 (1.06%) Internet
12 45 (0.97%) SAN
13 40 (0.87%) HTTP
14 39 (0.84%) OSPF
15 32 (0.69%) BGP
16 29 (0.63%) VoIP
17 24 (0.52%) VLAN
18 23 (0.50%) Structured Cabling
19 22 (0.48%) SSL
20 21 (0.45%) MPLS
Database & Business Intelligence
1 212 (4.59%) Power BI
2 202 (4.37%) SQL Server
3 117 (2.53%) Data Warehouse
4 98 (2.12%) Relational Database
5 94 (2.03%) Tableau
6 84 (1.82%) PostgreSQL
7 69 (1.49%) Big Data
8 61 (1.32%) Oracle Database
9 57 (1.23%) MongoDB
10 52 (1.13%) Data Lake
11 51 (1.10%) MySQL
12 50 (1.08%) NoSQL
13 35 (0.76%) Metadata
14 30 (0.65%) Azure SQL Database
15 29 (0.63%) Hadoop
16 27 (0.58%) SQL Server Reporting Services
17 26 (0.56%) SQL Server Integration Services
18 23 (0.50%) Amazon RDS
19 22 (0.48%) RDBMS
20 21 (0.45%) Elasticsearch
Development Applications
1 277 (6.00%) JIRA
2 228 (4.94%) Git
3 164 (3.55%) Jenkins
4 67 (1.45%) GitLab
5 66 (1.43%) Selenium
6 51 (1.10%) Cucumber
7 42 (0.91%) Visual Studio
8 37 (0.80%) SonarQube
9 34 (0.74%) Bitbucket
10 29 (0.63%) Atlassian Bamboo
11 27 (0.58%) Maven
12 26 (0.56%) Rational DOORS
12 26 (0.56%) REST Assured
13 19 (0.41%) JUnit
13 19 (0.41%) LoadRunner
14 17 (0.37%) Appium
15 16 (0.35%) Gradle
15 16 (0.35%) Oracle APEX
15 16 (0.35%) Subversion
15 16 (0.35%) TeamCity
General
1 2,698 (58.40%) Social Skills
2 1,916 (41.47%) Analytical Skills
3 920 (19.91%) Finance
4 336 (7.27%) Public Sector
5 255 (5.52%) Banking
6 221 (4.78%) Presentation Skills
7 191 (4.13%) Marketing
8 160 (3.46%) Organisational Skills
9 137 (2.97%) Legal
10 131 (2.84%) Telecoms
11 121 (2.62%) Manufacturing
12 108 (2.34%) Retail
13 94 (2.03%) Influencing Skills
14 72 (1.56%) Law
15 62 (1.34%) Investment Banking
16 58 (1.26%) Inclusion and Diversity
17 57 (1.23%) Documentation Skills
18 56 (1.21%) Front Office
19 53 (1.15%) Aerospace
20 49 (1.06%) Pharmaceutical
Job Titles
1 706 (15.28%) Analyst
2 607 (13.14%) Developer
3 377 (8.16%) Architect
4 352 (7.62%) Senior
5 282 (6.10%) Consultant
6 258 (5.58%) Lead
7 219 (4.74%) Project Manager
8 198 (4.29%) Business Analyst
9 152 (3.29%) Support Engineer
10 139 (3.01%) Service Analyst
11 128 (2.77%) Solutions Architect
12 121 (2.62%) Network Engineer
13 113 (2.45%) Service Desk Analyst
14 112 (2.42%) IT Support
15 109 (2.36%) IT Engineer
16 107 (2.32%) Data Analyst
17 96 (2.08%) Software Engineer
18 91 (1.97%) Administrator
19 83 (1.80%) DevOps Engineer
20 82 (1.77%) Data Engineer
Libraries, Frameworks & Software Standards
1 184 (3.98%) .NET
2 169 (3.66%) HTML
3 168 (3.64%) React
4 164 (3.55%) CSS
5 105 (2.27%) REST
6 96 (2.08%) RESTful
7 81 (1.75%) JSON
8 78 (1.69%) Kafka
9 74 (1.60%) Spring
10 67 (1.45%) AngularJS
11 66 (1.43%) Web Services
12 65 (1.41%) XML
13 55 (1.19%) Node.js
14 49 (1.06%) .NET Core
15 47 (1.02%) ASP.NET
16 38 (0.82%) .NET Framework
17 37 (0.80%) Elastic Stack
17 37 (0.80%) Middleware
18 34 (0.74%) YAML
19 31 (0.67%) Spring Boot
Miscellaneous
1 239 (5.17%) Management Information System
2 204 (4.42%) Self-Motivation
3 184 (3.98%) Product Ownership
4 122 (2.64%) Data Centre
5 112 (2.42%) Analytical Mindset
6 88 (1.90%) Algorithms
7 86 (1.86%) Virtual Team
8 57 (1.23%) Data Structures
8 57 (1.23%) Driving Licence
9 55 (1.19%) Onboarding
10 53 (1.15%) Distributed Systems
10 53 (1.15%) Legacy Systems
11 44 (0.95%) Data Protection Act
12 42 (0.91%) Foreign Exchange (FX)
13 41 (0.89%) Cloud Native
13 41 (0.89%) Mobile App
14 35 (0.76%) CMDB
14 35 (0.76%) Enterprise Software
15 34 (0.74%) Security Posture
16 33 (0.71%) Derivative
Operating Systems
1 522 (11.30%) Windows
2 287 (6.21%) Linux
3 189 (4.09%) Windows 10
4 123 (2.66%) Windows Server
5 107 (2.32%) Unix
6 78 (1.69%) Windows 7
7 69 (1.49%) Android
8 55 (1.19%) Apple iOS
9 40 (0.87%) Windows Server 2012
9 40 (0.87%) Windows Server 2019
10 37 (0.80%) Windows Server 2016
11 34 (0.74%) Mac OS
12 19 (0.41%) Red Hat Enterprise Linux
13 16 (0.35%) VMS
13 16 (0.35%) Windows XP
14 15 (0.32%) Mac OS X
15 14 (0.30%) zOS
16 13 (0.28%) Windows Server 2008
17 12 (0.26%) Solaris
18 11 (0.24%) Windows 8
Processes & Methodologies
1 1,048 (22.68%) Agile
2 651 (14.09%) Project Management
3 522 (11.30%) Computer Science
4 516 (11.17%) DevOps
5 506 (10.95%) Customer Service
6 462 (10.00%) Decision-Making
7 403 (8.72%) Stakeholder Management
8 397 (8.59%) Continuous Improvement
9 395 (8.55%) Migration
10 356 (7.71%) Analytics
11 344 (7.45%) ITIL
12 338 (7.32%) CI/CD
13 291 (6.30%) Business Intelligence
14 266 (5.76%) Change Management
15 258 (5.58%) Scrum
16 249 (5.39%) Project Delivery
17 245 (5.30%) Data Modelling
18 236 (5.11%) Mentoring
19 226 (4.89%) Roadmaps
20 217 (4.70%) Service Delivery
Programming Languages
1 558 (12.08%) SQL
2 541 (11.71%) Python
3 353 (7.64%) Java
4 278 (6.02%) JavaScript
5 231 (5.00%) PowerShell
6 207 (4.48%) C#
7 102 (2.21%) TypeScript
8 94 (2.03%) C++
9 93 (2.01%) Bash
10 83 (1.80%) C
11 71 (1.54%) PL/SQL
12 65 (1.41%) Shell Script
13 61 (1.32%) Scala
14 47 (1.02%) Go
15 40 (0.87%) T-SQL
16 36 (0.78%) Data Analysis Expressions
17 35 (0.76%) Perl
18 29 (0.63%) PHP
18 29 (0.63%) R
19 27 (0.58%) Bicep
Qualifications
1 961 (20.80%) Degree
2 828 (17.92%) Security Cleared
3 569 (12.32%) SC Cleared
4 401 (8.68%) Computer Science Degree
5 237 (5.13%) DV Cleared
6 152 (3.29%) Master's Degree
7 131 (2.84%) Cisco Certification
8 93 (2.01%) Microsoft Certification
9 85 (1.84%) CCNP
10 84 (1.82%) CISSP
11 77 (1.67%) CCNA
12 68 (1.47%) PMP
13 62 (1.34%) BPSS Clearance
14 59 (1.28%) PMI Certification
15 52 (1.13%) CISM
16 49 (1.06%) Azure Certification
17 42 (0.91%) A+ Certification
18 39 (0.84%) AWS Certification
19 36 (0.78%) APMP
20 34 (0.74%) ITIL Certification
Quality Assurance & Compliance
1 277 (6.00%) QA
2 219 (4.74%) SLA
3 163 (3.53%) Data Quality
4 83 (1.80%) PMO
5 72 (1.56%) GDPR
6 62 (1.34%) Accessibility
7 47 (1.02%) NIST
8 44 (0.95%) ISO/IEC 27001
9 41 (0.89%) Disclosure Scotland
10 19 (0.41%) PCI DSS
11 18 (0.39%) HIPAA
12 10 (0.22%) Actionable Recommendations
12 10 (0.22%) NCSC
12 10 (0.22%) WCAG
13 9 (0.19%) GxP
14 8 (0.17%) GRC
14 8 (0.17%) ISO 20022
14 8 (0.17%) Sarbanes-Oxley
15 7 (0.15%) California Consumer Privacy Act
15 7 (0.15%) Cyber Essentials
System Software
1 286 (6.19%) Active Directory
2 179 (3.87%) Docker
3 168 (3.64%) VMware Infrastructure
4 69 (1.49%) Hyper-V
5 48 (1.04%) vSphere
6 45 (0.97%) Firmware
7 29 (0.63%) VMware ESXi
8 24 (0.52%) Virtual Machines
9 22 (0.48%) VMware NSX
10 20 (0.43%) KVM
11 12 (0.26%) Apache ZooKeeper
12 10 (0.22%) HDFS
12 10 (0.22%) Virtual Desktop
13 9 (0.19%) Oracle RAC
14 8 (0.17%) Virtual Servers
15 5 (0.11%) BitLocker
15 5 (0.11%) NFS
15 5 (0.11%) vCloud
15 5 (0.11%) Veritas Cluster Server
16 4 (0.087%) ACF2
Systems Management
1 205 (4.44%) Kubernetes
2 164 (3.55%) Terraform
3 160 (3.46%) Ansible
4 142 (3.07%) SCCM
5 69 (1.49%) Microsoft Intune
6 43 (0.93%) Grafana
6 43 (0.93%) vCenter Server
7 35 (0.76%) Prometheus
8 32 (0.69%) Puppet
9 26 (0.56%) Single Sign-On
10 24 (0.52%) PowerCLI
11 23 (0.50%) Progress Chef
12 22 (0.48%) Docker Swarm
12 22 (0.48%) SCOM
12 22 (0.48%) WSUS
13 20 (0.43%) Kibana
14 18 (0.39%) logstash
15 17 (0.37%) NetBackup
16 16 (0.35%) Jamf Pro
17 15 (0.32%) FortiGate
Vendors
1 996 (21.56%) Microsoft
2 298 (6.45%) Oracle
3 273 (5.91%) SAP
4 187 (4.05%) VMware
5 152 (3.29%) Cisco
6 136 (2.94%) ServiceNow
7 130 (2.81%) Google
8 103 (2.23%) Salesforce
9 84 (1.82%) Dell
10 83 (1.80%) HP
11 73 (1.58%) Adobe
12 72 (1.56%) Juniper
13 68 (1.47%) Citrix
13 68 (1.47%) Databricks
14 63 (1.36%) Splunk
15 58 (1.26%) IBM
16 54 (1.17%) Apple
17 49 (1.06%) Palo Alto
18 39 (0.84%) Alteryx
19 36 (0.78%) Atlassian