Problem-Solving Jobs

Problem Solving
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Problem-Solving skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Problem-Solving over the 6 months to 31 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
31 May 2024
Same period 2023 Same period 2022
Rank 8 13 14
Rank change year-on-year +5 +1 +5
Permanent jobs citing Problem-Solving 15,061 12,494 25,325
As % of all permanent jobs advertised in the UK 14.43% 13.11% 15.03%
As % of the Processes & Methodologies category 17.22% 13.73% 15.67%
Number of salaries quoted 9,487 6,546 10,086
10th Percentile £26,000 £29,000 £29,750
25th Percentile £32,750 £39,829 £38,250
Median annual salary (50th Percentile) £48,900 £55,000 £55,000
Median % change year-on-year -11.09% - +10.00%
75th Percentile £67,500 £76,250 £72,500
90th Percentile £84,964 £95,000 £90,000
UK excluding London median annual salary £45,000 £50,000 £47,500
% change year-on-year -10.00% +5.26% +5.56%

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 permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 87,477 90,991 161,606
As % of all permanent jobs advertised in the UK 83.84% 95.49% 95.93%
Number of salaries quoted 61,023 54,512 83,003
10th Percentile £29,250 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £60,899 £60,000
Median % change year-on-year -9.69% +1.50% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

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
Salary Trend

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

Salary trend for Problem-Solving in the UK

Problem-Solving
Salary Histogram

Salary distribution for jobs citing Problem-Solving over the 6 months to 31 May 2024.

Salary histogram for Problem-Solving in the UK

Problem-Solving
Top 18 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Problem-Solving within the UK over the 6 months to 31 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +5 13,193 £50,000 -9.09% 5,428
UK excluding London +6 11,139 £45,000 -10.00% 4,075
Work from Home +3 4,791 £54,000 -10.00% 1,979
London +2 3,319 £70,000 - 1,534
South East +4 2,956 £45,000 -14.29% 930
North of England +8 2,557 £45,000 - 1,052
Midlands +2 1,810 £40,000 -15.79% 819
South West +7 1,390 £47,500 -5.00% 553
North West +10 1,352 £45,000 -8.05% 565
West Midlands +2 1,151 £42,500 -10.53% 495
East of England +6 1,038 £42,500 -10.53% 464
Scotland -8 920 £45,543 -8.91% 280
Yorkshire +3 912 £42,500 -3.02% 362
East Midlands +7 636 £37,500 -16.67% 327
Wales +7 317 £42,000 +5.00% 97
North East +16 292 £41,500 -2.35% 145
Northern Ireland +13 139 £46,250 -22.92% 52
Isle of Man +3 19 £37,000 +23.33% 5

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
1 490 (3.25%) SharePoint
2 426 (2.83%) Microsoft Exchange
3 228 (1.51%) Apache
4 204 (1.35%) Apache Spark
5 159 (1.06%) Confluence
6 154 (1.02%) CMS
7 127 (0.84%) IIS
8 121 (0.80%) WordPress
9 57 (0.38%) SAS
10 40 (0.27%) WebLogic
11 33 (0.22%) Apache Airflow
11 33 (0.22%) OpenStack
12 31 (0.21%) Umbraco
13 30 (0.20%) nginx
14 25 (0.17%) OpenEdge
15 19 (0.13%) Drupal
16 18 (0.12%) FileNet
17 17 (0.11%) Cloud Foundry
18 16 (0.11%) ArcGIS
18 16 (0.11%) Jupyter
Applications
1 1,268 (8.42%) Microsoft Office
2 993 (6.59%) Microsoft Excel
3 319 (2.12%) Microsoft PowerPoint
4 79 (0.52%) Spreadsheet
5 72 (0.48%) Sketch
6 71 (0.47%) Microsoft Project
7 60 (0.40%) MS Visio
8 48 (0.32%) Photoshop
9 45 (0.30%) AutoCAD
10 42 (0.28%) Simulink
11 29 (0.19%) Adobe Creative Suite
11 29 (0.19%) Trello
12 25 (0.17%) Adobe XD
13 23 (0.15%) Adobe Illustrator
14 17 (0.11%) InDesign
14 17 (0.11%) SOLIDWORKS
15 13 (0.086%) SPSS
16 12 (0.080%) Chatbot
17 11 (0.073%) InVision
17 11 (0.073%) Revit
Business Applications
1 141 (0.94%) Dynamics CRM
2 54 (0.36%) Shopify
3 53 (0.35%) SAP S/4HANA
4 52 (0.35%) NetSuite
5 42 (0.28%) Magento
6 41 (0.27%) Siebel CRM
7 22 (0.15%) Dynamics NAV
8 20 (0.13%) Oracle Applications
8 20 (0.13%) SAP ERP
9 19 (0.13%) Salesforce CRM
9 19 (0.13%) SDL Web 8
10 18 (0.12%) iTrent
11 17 (0.11%) Endur
11 17 (0.11%) Payment Gateway
12 14 (0.093%) Teamcenter
13 13 (0.086%) Infor SunSystems
13 13 (0.086%) SAP Business One
13 13 (0.086%) Unit4 Business World
14 12 (0.080%) SAP MM
15 11 (0.073%) Oracle EBS
Cloud Services
1 2,609 (17.32%) Azure
2 2,053 (13.63%) AWS
3 1,457 (9.67%) Microsoft 365
4 809 (5.37%) Power Platform
5 785 (5.21%) GCP
6 514 (3.41%) SaaS
7 385 (2.56%) Azure DevOps
8 304 (2.02%) Entra ID
9 297 (1.97%) Serverless
10 278 (1.85%) Cloud Computing
11 271 (1.80%) Dynamics 365
12 230 (1.53%) Amazon S3
13 225 (1.49%) GitHub
14 188 (1.25%) PowerApps
15 186 (1.23%) AWS Lambda
16 181 (1.20%) Power Automate
17 115 (0.76%) Snowflake
18 111 (0.74%) IaaS
19 102 (0.68%) Amazon EC2
19 102 (0.68%) Figma
Communications & Networking
1 835 (5.54%) Firewall
2 435 (2.89%) DNS
3 368 (2.44%) WAN
4 314 (2.08%) TCP/IP
5 313 (2.08%) LAN
6 306 (2.03%) DHCP
7 276 (1.83%) Network Security
8 269 (1.79%) VPN
9 256 (1.70%) Wireless
10 222 (1.47%) Internet
11 193 (1.28%) Wi-Fi
12 153 (1.02%) VoIP
13 132 (0.88%) SAN
14 125 (0.83%) VLAN
15 80 (0.53%) SD-WAN
16 77 (0.51%) 5G
16 77 (0.51%) Intrusion Detection
17 75 (0.50%) SNMP
18 71 (0.47%) Broadband
18 71 (0.47%) IPsec
Database & Business Intelligence
1 907 (6.02%) SQL Server
2 654 (4.34%) Power BI
3 466 (3.09%) Data Warehouse
4 452 (3.00%) MySQL
5 404 (2.68%) Tableau
6 376 (2.50%) BigQuery
7 371 (2.46%) Looker
8 347 (2.30%) NoSQL
9 337 (2.24%) Relational Database
10 265 (1.76%) PostgreSQL
11 232 (1.54%) MongoDB
12 227 (1.51%) Big Data
13 215 (1.43%) Elasticsearch
14 158 (1.05%) Amazon RDS
15 131 (0.87%) SQL Server Integration Services
16 124 (0.82%) SQL Server Reporting Services
17 120 (0.80%) Redis
18 101 (0.67%) Data Lake
19 99 (0.66%) DynamoDB
19 99 (0.66%) Hadoop
Development Applications
1 876 (5.82%) Git
2 533 (3.54%) JIRA
3 334 (2.22%) Jenkins
4 206 (1.37%) GitLab
5 131 (0.87%) Visual Studio
6 76 (0.50%) TeamCity
7 70 (0.46%) Selenium
8 60 (0.40%) LabVIEW
9 58 (0.39%) JUnit
10 56 (0.37%) Team Foundation Server
11 51 (0.34%) Postman
12 47 (0.31%) Cucumber
12 47 (0.31%) Maven
13 46 (0.31%) Octopus Deploy
14 42 (0.28%) Bitbucket
15 37 (0.25%) SpecFlow
16 36 (0.24%) Subversion
17 32 (0.21%) JMeter
18 31 (0.21%) Metasploit
19 29 (0.19%) Cypress.io
General
1 7,832 (52.00%) Social Skills
2 4,900 (32.53%) Analytical Skills
3 3,055 (20.28%) Finance
4 1,562 (10.37%) Inclusion and Diversity
5 1,152 (7.65%) Retail
6 1,015 (6.74%) Law
7 991 (6.58%) Marketing
8 866 (5.75%) Organisational Skills
9 851 (5.65%) Presentation Skills
10 711 (4.72%) Manufacturing
11 705 (4.68%) Legal
12 551 (3.66%) Influencing Skills
13 481 (3.19%) Public Sector
14 402 (2.67%) Banking
15 346 (2.30%) Telecoms
16 246 (1.63%) Electronics
17 234 (1.55%) Billing
18 209 (1.39%) Aerospace
19 196 (1.30%) Games
20 187 (1.24%) Investment Banking
Job Titles
1 2,147 (14.26%) Analyst
2 2,135 (14.18%) Senior
3 2,016 (13.39%) Developer
4 1,197 (7.95%) Lead
5 974 (6.47%) Software Engineer
6 844 (5.60%) Architect
7 645 (4.28%) IT Support
8 569 (3.78%) Consultant
9 536 (3.56%) Support Engineer
10 481 (3.19%) Project Manager
11 464 (3.08%) Senior Developer
12 455 (3.02%) IT Engineer
13 417 (2.77%) Business Analyst
14 399 (2.65%) Data Engineer
15 337 (2.24%) Data Analyst
16 327 (2.17%) Solutions Architect
16 327 (2.17%) Support Analyst
17 320 (2.12%) Graduate
17 320 (2.12%) Senior Software Engineer
18 319 (2.12%) Software Developer
Libraries, Frameworks & Software Standards
1 979 (6.50%) .NET
2 891 (5.92%) HTML
3 782 (5.19%) CSS
4 661 (4.39%) React
5 407 (2.70%) AngularJS
6 387 (2.57%) Node.js
7 330 (2.19%) RESTful
8 295 (1.96%) REST
9 267 (1.77%) Web Services
10 263 (1.75%) ASP.NET
11 259 (1.72%) Spring
12 250 (1.66%) .NET Framework
13 247 (1.64%) Vue
14 218 (1.45%) .NET Core
15 187 (1.24%) JSON
16 178 (1.18%) GraphQL
17 169 (1.12%) XML
18 168 (1.12%) HTML5
19 163 (1.08%) jQuery
20 152 (1.01%) Spring Boot
Miscellaneous
1 1,370 (9.10%) Self-Motivation
2 770 (5.11%) Management Information System
3 512 (3.40%) Algorithms
4 485 (3.22%) Product Ownership
5 408 (2.71%) Onboarding
6 400 (2.66%) Driving Licence
7 279 (1.85%) Data Centre
8 274 (1.82%) Data Structures
9 226 (1.50%) Cloud Native
10 217 (1.44%) Analytical Mindset
11 194 (1.29%) Mobile App
12 191 (1.27%) Client/Server
13 183 (1.22%) Enterprise Software
14 170 (1.13%) FMCG
15 164 (1.09%) Virtual Team
16 162 (1.08%) IoT
17 121 (0.80%) Cyber Threat
18 120 (0.80%) Greenfield Project
19 114 (0.76%) NHS
20 111 (0.74%) Public Cloud
Operating Systems
1 2,060 (13.68%) Windows
2 999 (6.63%) Linux
3 694 (4.61%) Windows Server
4 471 (3.13%) Windows 10
5 248 (1.65%) Apple iOS
6 223 (1.48%) Android
7 171 (1.14%) Unix
8 144 (0.96%) Mac OS
9 142 (0.94%) Windows Server 2012
10 138 (0.92%) Windows Server 2019
11 127 (0.84%) Windows Server 2016
12 100 (0.66%) Windows 7
13 54 (0.36%) Data ONTAP
14 48 (0.32%) Ubuntu
15 42 (0.28%) VMS
16 40 (0.27%) Red Hat Enterprise Linux
17 38 (0.25%) Kali Linux
18 37 (0.25%) Windows Server 2008
19 34 (0.23%) CentOS
20 32 (0.21%) Embedded Linux
Processes & Methodologies
1 3,206 (21.29%) Agile
2 1,946 (12.92%) Computer Science
3 1,850 (12.28%) Mentoring
4 1,809 (12.01%) Project Management
5 1,799 (11.94%) Customer Service
6 1,743 (11.57%) Software Engineering
7 1,700 (11.29%) Continuous Improvement
8 1,563 (10.38%) DevOps
9 1,547 (10.27%) Decision-Making
10 1,221 (8.11%) Analytics
11 1,123 (7.46%) Coaching
12 1,052 (6.98%) Cybersecurity
13 1,049 (6.97%) ITIL
14 1,003 (6.66%) CI/CD
15 976 (6.48%) Mathematics
16 948 (6.29%) Data Analysis
17 903 (6.00%) Collaborative Working
18 874 (5.80%) User Experience
19 842 (5.59%) Business Intelligence
20 834 (5.54%) SDLC
Programming Languages
1 2,495 (16.57%) SQL
2 1,869 (12.41%) Python
3 1,296 (8.61%) JavaScript
4 1,176 (7.81%) C#
5 1,152 (7.65%) Java
6 482 (3.20%) PowerShell
7 439 (2.91%) C++
8 429 (2.85%) TypeScript
9 405 (2.69%) C
10 348 (2.31%) PHP
11 282 (1.87%) Bash
12 195 (1.29%) T-SQL
13 190 (1.26%) Scala
14 138 (0.92%) R
15 109 (0.72%) Go
15 109 (0.72%) MATLAB
16 98 (0.65%) Perl
17 90 (0.60%) PL/SQL
17 90 (0.60%) Ruby
18 87 (0.58%) Shell Script
Qualifications
1 4,316 (28.66%) Degree
2 1,239 (8.23%) Security Cleared
3 1,109 (7.36%) Computer Science Degree
4 758 (5.03%) SC Cleared
5 503 (3.34%) DBS Check
6 478 (3.17%) Master's Degree
7 399 (2.65%) Microsoft Certification
8 215 (1.43%) Cisco Certification
9 208 (1.38%) CISSP
10 203 (1.35%) DV Cleared
11 172 (1.14%) Azure Certification
12 151 (1.00%) BPSS Clearance
13 148 (0.98%) AWS Certification
14 147 (0.98%) PMI Certification
15 141 (0.94%) CCNA
16 132 (0.88%) HNC
16 132 (0.88%) PhD
17 131 (0.87%) A+ Certification
18 121 (0.80%) ACCA
19 115 (0.76%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 812 (5.39%) QA
2 601 (3.99%) GDPR
3 522 (3.47%) SLA
4 520 (3.45%) Data Quality
5 275 (1.83%) ISO/IEC 27001
6 233 (1.55%) Accessibility
7 155 (1.03%) Cyber Essentials
8 150 (1.00%) PMO
9 120 (0.80%) NIST
10 100 (0.66%) ISO 9001
11 97 (0.64%) IFRS
12 81 (0.54%) GAAP
13 70 (0.46%) PCI DSS
14 65 (0.43%) WCAG
15 38 (0.25%) NCSC
16 37 (0.25%) ISO/IEC 17025
17 35 (0.23%) Good Clinical Practice
18 33 (0.22%) HIPAA
18 33 (0.22%) Sarbanes-Oxley
18 33 (0.22%) SOC 2
System Software
1 1,156 (7.68%) Active Directory
2 643 (4.27%) Docker
3 489 (3.25%) VMware Infrastructure
4 314 (2.08%) Hyper-V
5 135 (0.90%) Firmware
6 99 (0.66%) Virtual Machines
7 98 (0.65%) VMware ESXi
8 52 (0.35%) Virtual Desktop
9 42 (0.28%) vSphere
10 32 (0.21%) VMware NSX
11 31 (0.21%) KVM
12 30 (0.20%) Virtual Servers
13 29 (0.19%) Embedded Firmware
14 15 (0.100%) Terminal Services
15 12 (0.080%) NFS
15 12 (0.080%) Oracle RAC
15 12 (0.080%) XenApp
16 7 (0.046%) pfSense
16 7 (0.046%) XenDesktop
17 6 (0.040%) HDFS
Systems Management
1 604 (4.01%) Kubernetes
2 406 (2.70%) Terraform
3 249 (1.65%) Ansible
4 239 (1.59%) Microsoft Intune
5 184 (1.22%) SCCM
6 103 (0.68%) Prometheus
7 90 (0.60%) vCenter Server
8 83 (0.55%) Grafana
9 81 (0.54%) Puppet
10 51 (0.34%) Single Sign-On
11 46 (0.31%) SCOM
12 40 (0.27%) WSUS
13 37 (0.25%) Progress Chef
14 34 (0.23%) Functional Safety
15 27 (0.18%) FortiGate
15 27 (0.18%) Jamf Pro
16 26 (0.17%) OpenSSO
17 24 (0.16%) ZABBIX
18 23 (0.15%) Failover Clustering
19 22 (0.15%) Microsoft Clustering
Vendors
1 3,489 (23.17%) Microsoft
2 827 (5.49%) Google
3 688 (4.57%) VMware
4 521 (3.46%) Oracle
5 406 (2.70%) SAP
6 348 (2.31%) Cisco
7 283 (1.88%) Salesforce
8 261 (1.73%) Databricks
9 161 (1.07%) ServiceNow
10 143 (0.95%) Apple
11 141 (0.94%) Adobe
11 141 (0.94%) IBM
12 132 (0.88%) Veeam
13 113 (0.75%) Citrix
14 111 (0.74%) Palo Alto
15 109 (0.72%) CA
15 109 (0.72%) HP
16 106 (0.70%) Dell
17 103 (0.68%) Red Hat
18 101 (0.67%) Meraki