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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 10 18 26
Rank change year-on-year +8 +8 +2
Contract jobs citing Problem-Solving 4,763 5,017 6,535
As % of all contract jobs advertised in the UK 11.00% 8.39% 7.36%
As % of the Processes & Methodologies category 12.74% 9.33% 8.12%
Number of daily rates quoted 2,927 3,137 3,997
10th Percentile £228 £263 £288
25th Percentile £388 £413 £413
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - +16.67%
75th Percentile £625 £638 £638
90th Percentile £727 £750 £750
UK excluding London median daily rate £475 £500 £460
% change year-on-year -5.00% +8.70% +8.24%
Number of hourly rates quoted 410 270 294
10th Percentile £11.07 £13.29 £11.36
25th Percentile £13.86 £15.99 £13.25
Median hourly rate £17.50 £43.43 £20.50
Median % change year-on-year -59.71% +111.91% +2.73%
75th Percentile £36.50 £63.75 £48.22
90th Percentile £61.69 £75.00 £57.50
UK excluding London median hourly rate £15.00 £33.65 £18.00
% change year-on-year -55.43% +86.96% -

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 37,374 53,774 80,482
As % of all contract IT jobs advertised in the UK 86.31% 89.91% 90.60%
Number of daily rates quoted 24,095 37,304 56,474
10th Percentile £300 £325 £340
25th Percentile £413 £438 £425
Median daily rate (50th Percentile) £525 £550 £525
Median % change year-on-year -4.55% +4.76% +8.25%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £475
% change year-on-year - +5.26% +9.20%
Number of hourly rates quoted 2,422 1,763 1,928
10th Percentile £12.75 £11.00 £12.50
25th Percentile £16.00 £16.25 £15.25
Median hourly rate £35.00 £37.34 £25.00
Median % change year-on-year -6.27% +49.36% -
75th Percentile £59.44 £65.00 £49.25
90th Percentile £72.50 £75.00 £63.75
UK excluding London median hourly rate £36.00 £36.00 £20.00
% change year-on-year - +80.00% -8.17%

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 27 April 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 27 April 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 27 April 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 4,059 £510 -2.86% 5,280
UK excluding London +8 2,424 £475 -5.00% 4,037
London +5 1,830 £550 -4.35% 1,527
Work from Home +7 1,540 £500 -7.41% 1,875
South East 0 629 £475 -9.52% 935
North of England +9 599 £493 -1.40% 1,030
South West +19 335 £500 -4.76% 559
North West +11 314 £493 +9.56% 569
Midlands -3 306 £450 -6.25% 758
Yorkshire +8 253 £475 -13.64% 337
East of England +4 243 £500 +11.11% 494
Scotland +13 235 £475 - 249
West Midlands -3 198 £500 -4.76% 456
East Midlands +5 103 £350 - 301
Wales +5 61 £500 -4.76% 127
North East +30 33 £563 +81.09% 140
Northern Ireland +5 24 £336 +40.84% 67
Isle of Man - 2 £388 - 6

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
1 116 (2.44%) SharePoint
2 93 (1.95%) Confluence
3 83 (1.74%) Microsoft Exchange
4 42 (0.88%) Apache Spark
5 30 (0.63%) CMS
6 26 (0.55%) Apache
7 15 (0.31%) WordPress
8 14 (0.29%) SAS
9 13 (0.27%) Apache Airflow
9 13 (0.27%) nginx
9 13 (0.27%) OpenStack
10 12 (0.25%) IIS
10 12 (0.25%) Skype for Business
11 10 (0.21%) CICS
12 9 (0.19%) Blackberry Enterprise Server
12 9 (0.19%) Exchange Server 2013
13 8 (0.17%) Drupal
13 8 (0.17%) Exchange Server 2010
14 7 (0.15%) WebSphere
15 6 (0.13%) ArcGIS
Applications
1 325 (6.82%) Microsoft Office
2 262 (5.50%) Microsoft Excel
3 129 (2.71%) Microsoft PowerPoint
4 65 (1.36%) Microsoft Project
5 56 (1.18%) Spreadsheet
6 46 (0.97%) MS Visio
7 22 (0.46%) Sketch
8 15 (0.31%) Adobe XD
8 15 (0.31%) Photoshop
9 11 (0.23%) InVision
10 10 (0.21%) Adobe Creative Suite
11 9 (0.19%) Acrobat
11 9 (0.19%) Adobe Illustrator
12 6 (0.13%) Adobe After Effects
13 5 (0.10%) Zeplin
14 4 (0.084%) AutoCAD
14 4 (0.084%) InDesign
14 4 (0.084%) Simulink
14 4 (0.084%) SPSS
14 4 (0.084%) Trello
Business Applications
1 72 (1.51%) SAP S/4HANA
2 51 (1.07%) Dynamics CRM
3 27 (0.57%) Oracle EBS R12
4 22 (0.46%) Endur
5 19 (0.40%) Oracle EBS
6 17 (0.36%) SAP PM
6 17 (0.36%) Shopify
7 16 (0.34%) NetSuite
8 15 (0.31%) Oracle Procure-to-Pay
9 13 (0.27%) Maximo
9 13 (0.27%) SAP HCM
9 13 (0.27%) SAP HR
9 13 (0.27%) Teamcenter
10 12 (0.25%) Aligne
10 12 (0.25%) Oracle Payables
11 10 (0.21%) Remedy ITSM
11 10 (0.21%) Salesforce CRM
12 9 (0.19%) Loan IQ
12 9 (0.19%) SAP ERP
12 9 (0.19%) SAP SD
Cloud Services
1 766 (16.08%) Azure
2 469 (9.85%) AWS
3 302 (6.34%) Microsoft 365
4 250 (5.25%) Power Platform
5 169 (3.55%) GCP
6 133 (2.79%) Azure DevOps
7 88 (1.85%) Dynamics 365
8 75 (1.57%) Serverless
9 74 (1.55%) SaaS
10 72 (1.51%) Entra ID
11 68 (1.43%) GitHub
12 63 (1.32%) PowerApps
13 62 (1.30%) Snowflake
14 56 (1.18%) Cloud Computing
15 52 (1.09%) OCI
16 49 (1.03%) Amazon S3
17 46 (0.97%) Power Automate
18 44 (0.92%) PaaS
19 42 (0.88%) AWS Lambda
19 42 (0.88%) Azure Data Factory
Communications & Networking
1 232 (4.87%) Firewall
2 128 (2.69%) VPN
3 120 (2.52%) LAN
4 109 (2.29%) Network Security
5 106 (2.23%) DNS
6 105 (2.20%) WAN
7 95 (1.99%) Wi-Fi
8 76 (1.60%) Wireless
9 66 (1.39%) DHCP
10 54 (1.13%) TCP/IP
11 48 (1.01%) Internet
12 44 (0.92%) HTTP
13 43 (0.90%) OSPF
13 43 (0.90%) SAN
14 39 (0.82%) BGP
15 25 (0.52%) IPsec
15 25 (0.52%) VoIP
16 23 (0.48%) Structured Cabling
17 22 (0.46%) Cisco ASA
17 22 (0.46%) Remote Desktop
Database & Business Intelligence
1 201 (4.22%) Power BI
2 187 (3.93%) SQL Server
3 125 (2.62%) Data Warehouse
4 91 (1.91%) Tableau
5 88 (1.85%) Relational Database
6 83 (1.74%) PostgreSQL
7 67 (1.41%) Big Data
8 62 (1.30%) MongoDB
9 57 (1.20%) Oracle Database
10 53 (1.11%) MySQL
11 52 (1.09%) NoSQL
12 50 (1.05%) Data Lake
13 39 (0.82%) Metadata
14 32 (0.67%) Hadoop
15 29 (0.61%) SQL Server Reporting Services
16 28 (0.59%) SQL Server Integration Services
17 26 (0.55%) Amazon RDS
18 25 (0.52%) Azure SQL Database
18 25 (0.52%) RDBMS
19 21 (0.44%) Elasticsearch
Development Applications
1 276 (5.79%) JIRA
2 210 (4.41%) Git
3 159 (3.34%) Jenkins
4 64 (1.34%) GitLab
5 63 (1.32%) Selenium
6 51 (1.07%) Cucumber
7 39 (0.82%) Visual Studio
8 36 (0.76%) Bitbucket
8 36 (0.76%) SonarQube
9 29 (0.61%) Rational DOORS
10 28 (0.59%) REST Assured
11 27 (0.57%) Maven
12 26 (0.55%) Atlassian Bamboo
13 22 (0.46%) Oracle APEX
14 19 (0.40%) JUnit
15 17 (0.36%) TeamCity
16 16 (0.34%) Gradle
17 15 (0.31%) LoadRunner
18 14 (0.29%) JMeter
18 14 (0.29%) Oracle Forms
General
1 2,796 (58.70%) Social Skills
2 1,994 (41.86%) Analytical Skills
3 939 (19.71%) Finance
4 355 (7.45%) Public Sector
5 258 (5.42%) Banking
6 231 (4.85%) Presentation Skills
7 195 (4.09%) Marketing
8 169 (3.55%) Organisational Skills
9 145 (3.04%) Telecoms
10 131 (2.75%) Legal
11 127 (2.67%) Manufacturing
12 116 (2.44%) Retail
13 112 (2.35%) Influencing Skills
14 69 (1.45%) Law
15 65 (1.36%) Investment Banking
16 57 (1.20%) Front Office
16 57 (1.20%) Inclusion and Diversity
17 55 (1.15%) Aerospace
18 52 (1.09%) Documentation Skills
19 49 (1.03%) Electronics
Job Titles
1 718 (15.07%) Analyst
2 614 (12.89%) Developer
3 383 (8.04%) Architect
4 354 (7.43%) Senior
5 294 (6.17%) Consultant
6 265 (5.56%) Lead
7 228 (4.79%) Project Manager
8 209 (4.39%) Business Analyst
9 169 (3.55%) Support Engineer
10 147 (3.09%) Service Analyst
11 131 (2.75%) Solutions Architect
12 125 (2.62%) IT Engineer
12 125 (2.62%) IT Support
13 121 (2.54%) Network Engineer
14 118 (2.48%) Service Desk Analyst
15 103 (2.16%) Data Analyst
16 101 (2.12%) Software Engineer
17 93 (1.95%) Administrator
18 86 (1.81%) Data Engineer
19 80 (1.68%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 170 (3.57%) HTML
2 164 (3.44%) .NET
3 162 (3.40%) CSS
4 160 (3.36%) React
5 112 (2.35%) REST
6 83 (1.74%) RESTful
7 79 (1.66%) Kafka
8 78 (1.64%) JSON
9 75 (1.57%) Spring
10 64 (1.34%) Node.js
11 62 (1.30%) AngularJS
12 60 (1.26%) XML
13 57 (1.20%) Web Services
14 46 (0.97%) ASP.NET
15 44 (0.92%) .NET Core
16 34 (0.71%) .NET Framework
16 34 (0.71%) Elastic Stack
17 32 (0.67%) Middleware
18 31 (0.65%) Spring Boot
19 29 (0.61%) Java EE
Miscellaneous
1 257 (5.40%) Management Information System
2 213 (4.47%) Self-Motivation
3 184 (3.86%) Product Ownership
4 124 (2.60%) Analytical Mindset
5 123 (2.58%) Data Centre
6 91 (1.91%) Virtual Team
7 85 (1.78%) Algorithms
8 65 (1.36%) Driving Licence
9 58 (1.22%) Legacy Systems
10 54 (1.13%) Onboarding
11 47 (0.99%) Data Structures
12 46 (0.97%) Data Protection Act
12 46 (0.97%) Distributed Systems
13 44 (0.92%) Security Posture
14 41 (0.86%) Cloud Native
15 39 (0.82%) CMDB
16 37 (0.78%) Foreign Exchange (FX)
17 35 (0.73%) Cyber Threat
18 34 (0.71%) Derivative
18 34 (0.71%) Enterprise Software
Operating Systems
1 566 (11.88%) Windows
2 292 (6.13%) Linux
3 204 (4.28%) Windows 10
4 127 (2.67%) Windows Server
5 108 (2.27%) Unix
6 93 (1.95%) Windows 7
7 73 (1.53%) Android
8 54 (1.13%) Apple iOS
9 45 (0.94%) Windows Server 2012
10 43 (0.90%) Windows Server 2019
11 38 (0.80%) Windows Server 2016
12 36 (0.76%) Mac OS
13 19 (0.40%) Red Hat Enterprise Linux
14 17 (0.36%) Mac OS X
15 16 (0.34%) Windows Server 2008
16 15 (0.31%) VMS
17 14 (0.29%) Solaris
17 14 (0.29%) Windows XP
17 14 (0.29%) zOS
18 11 (0.23%) Windows 8
Processes & Methodologies
1 1,047 (21.98%) Agile
2 678 (14.23%) Project Management
3 531 (11.15%) Customer Service
4 514 (10.79%) Computer Science
5 505 (10.60%) DevOps
6 499 (10.48%) Decision-Making
7 429 (9.01%) Migration
8 408 (8.57%) Continuous Improvement
9 398 (8.36%) Stakeholder Management
10 393 (8.25%) ITIL
11 344 (7.22%) Analytics
12 329 (6.91%) CI/CD
13 287 (6.03%) Change Management
14 285 (5.98%) Business Intelligence
15 264 (5.54%) Scrum
16 254 (5.33%) Project Delivery
17 250 (5.25%) Mentoring
18 249 (5.23%) Data Modelling
19 231 (4.85%) Data Analysis
20 223 (4.68%) Software Engineering
Programming Languages
1 548 (11.51%) SQL
2 534 (11.21%) Python
3 356 (7.47%) Java
4 288 (6.05%) JavaScript
5 216 (4.53%) PowerShell
6 206 (4.33%) C#
7 99 (2.08%) C++
8 93 (1.95%) TypeScript
9 90 (1.89%) C
10 78 (1.64%) Bash
11 76 (1.60%) PL/SQL
12 64 (1.34%) Scala
13 56 (1.18%) Shell Script
14 47 (0.99%) Go
15 41 (0.86%) Perl
16 38 (0.80%) PHP
17 36 (0.76%) T-SQL
18 32 (0.67%) Data Analysis Expressions
19 31 (0.65%) Ruby
20 29 (0.61%) R
Qualifications
1 990 (20.79%) Degree
2 880 (18.48%) Security Cleared
3 614 (12.89%) SC Cleared
4 389 (8.17%) Computer Science Degree
5 240 (5.04%) DV Cleared
6 144 (3.02%) Master's Degree
7 138 (2.90%) Cisco Certification
8 93 (1.95%) CISSP
8 93 (1.95%) Microsoft Certification
9 92 (1.93%) CCNP
10 79 (1.66%) CCNA
11 76 (1.60%) PMP
12 67 (1.41%) PMI Certification
13 65 (1.36%) BPSS Clearance
14 57 (1.20%) Azure Certification
15 52 (1.09%) CISM
16 44 (0.92%) A+ Certification
17 37 (0.78%) AWS Certification
17 37 (0.78%) ITIL Certification
18 31 (0.65%) DBS Check
Quality Assurance & Compliance
1 270 (5.67%) QA
2 230 (4.83%) SLA
3 169 (3.55%) Data Quality
4 78 (1.64%) PMO
5 64 (1.34%) Accessibility
5 64 (1.34%) GDPR
6 47 (0.99%) NIST
7 44 (0.92%) ISO/IEC 27001
8 42 (0.88%) Disclosure Scotland
9 21 (0.44%) PCI DSS
10 17 (0.36%) HIPAA
11 14 (0.29%) WCAG
12 13 (0.27%) Actionable Recommendations
13 11 (0.23%) NCSC
14 9 (0.19%) Cyber Essentials
15 8 (0.17%) ISO 20022
15 8 (0.17%) ISO 31000
15 8 (0.17%) Sarbanes-Oxley
16 7 (0.15%) GxP
16 7 (0.15%) NIST 800
System Software
1 295 (6.19%) Active Directory
2 164 (3.44%) Docker
2 164 (3.44%) VMware Infrastructure
3 68 (1.43%) Hyper-V
4 45 (0.94%) Firmware
4 45 (0.94%) vSphere
5 29 (0.61%) VMware ESXi
6 25 (0.52%) Virtual Machines
7 24 (0.50%) VMware NSX
8 23 (0.48%) KVM
9 12 (0.25%) Apache ZooKeeper
10 11 (0.23%) HDFS
11 9 (0.19%) Oracle RAC
12 8 (0.17%) NFS
12 8 (0.17%) Virtual Desktop
12 8 (0.17%) Virtual Servers
12 8 (0.17%) VMware Workstation
13 5 (0.10%) vCloud
14 4 (0.084%) ACF2
14 4 (0.084%) Veritas Cluster Server
Systems Management
1 184 (3.86%) Kubernetes
2 153 (3.21%) Ansible
3 150 (3.15%) SCCM
3 150 (3.15%) Terraform
4 81 (1.70%) Microsoft Intune
5 44 (0.92%) vCenter Server
6 37 (0.78%) Grafana
7 31 (0.65%) Puppet
8 28 (0.59%) Prometheus
9 26 (0.55%) Progress Chef
10 25 (0.52%) PowerCLI
10 25 (0.52%) Single Sign-On
11 22 (0.46%) SCOM
12 20 (0.42%) WSUS
13 19 (0.40%) Docker Swarm
14 18 (0.38%) FortiGate
14 18 (0.38%) Kibana
15 17 (0.36%) NetBackup
16 16 (0.34%) Jamf Pro
17 15 (0.31%) logstash
Vendors
1 1,024 (21.50%) Microsoft
2 300 (6.30%) Oracle
3 292 (6.13%) SAP
4 188 (3.95%) VMware
5 167 (3.51%) Cisco
6 141 (2.96%) ServiceNow
7 121 (2.54%) Google
8 101 (2.12%) Salesforce
9 88 (1.85%) HP
10 85 (1.78%) Adobe
11 82 (1.72%) Dell
12 75 (1.57%) Juniper
13 72 (1.51%) Citrix
14 68 (1.43%) Databricks
15 61 (1.28%) Splunk
16 58 (1.22%) Apple
17 56 (1.18%) Palo Alto
18 49 (1.03%) IBM
19 45 (0.94%) Atlassian
20 41 (0.86%) Alteryx