Problem-Solving Job Trends in the North East

Problem Solving
England > North East

The table below provides summary statistics and salary benchmarking for jobs advertised in the North East requiring Problem-Solving skills. It covers permanent job vacancies from the 6 months leading up to 25 September 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Sep 2026
Same period 2025 Same period 2024
Rank 5 8 5
Rank change year-on-year +3 -3 +6
Permanent jobs citing Problem-Solving 351 125 222
As % of all permanent jobs in the North East 10.19% 13.03% 15.69%
As % of the Processes & Methodologies category 14.32% 16.13% 19.79%
Number of salaries quoted 252 95 119
10th Percentile £29,000 £24,700 £24,868
25th Percentile £37,000 £25,087 £24,960
Median annual salary (50th Percentile) £50,000 £35,000 £32,500
Median % change year-on-year +42.86% +7.69% -20.11%
75th Percentile £65,793 £47,500 £52,875
90th Percentile £87,000 £65,000 £84,964
England median annual salary £46,772 £45,000 £52,500
% change year-on-year +3.94% -14.29% -4.55%

All Process & Methodology Skills
North East

Problem-Solving falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in the North East.

Permanent vacancies with a requirement for process or methodology skills 2,451 775 1,122
As % of all permanent jobs advertised in the North East 71.17% 80.81% 79.29%
Number of salaries quoted 1,808 490 630
10th Percentile £32,500 £25,087 £25,750
25th Percentile £41,250 £28,250 £35,000
Median annual salary (50th Percentile) £55,000 £44,000 £46,000
Median % change year-on-year +25.00% -4.35% -8.00%
75th Percentile £75,000 £61,188 £61,250
90th Percentile £95,000 £75,000 £77,500
England median annual salary £60,000 £55,000 £58,500
% change year-on-year +9.09% -5.98% -6.40%

Problem-Solving
Job Vacancy Trend in the North East

Historical trend showing the proportion of permanent IT job postings citing Problem-Solving relative to all permanent IT jobs advertised in the North East.

Problem-Solving job vacancy trend in the North East

Problem-Solving
Salary Trend in the North East

Salary distribution trend for jobs in the North East citing Problem-Solving.

Salary distribution trend for jobs in the North East citing Problem-Solving

Problem-Solving
Salary Histogram in the North East

Salary distribution for jobs citing Problem-Solving in the North East over the 6 months to 25 September 2026.

Salary histogram for Problem-Solving in the North East

Problem-Solving
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Problem-Solving within the North East region over the 6 months to 25 September 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Tyne and Wear -3 274 £50,500 +44.29% 167
Durham +23 67 £31,000 +0.81% 32
Northumberland 0 8 £55,000 +114.14% 8
Cleveland 0 2 £49,250 +96.34% 3
Problem-Solving
England

Problem-Solving
Co-Occurring Skills & Capabilities in the North East 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 16 (4.56%) Apache Airflow
2 13 (3.70%) SharePoint
3 6 (1.71%) Apache
3 6 (1.71%) Apache Spark
3 6 (1.71%) Confluence
3 6 (1.71%) Jupyter
4 5 (1.42%) CMS
4 5 (1.42%) WordPress
5 2 (0.57%) Microsoft Exchange
5 2 (0.57%) nginx
5 2 (0.57%) Oracle Workflow
6 1 (0.28%) Anypoint
6 1 (0.28%) Oracle SOA Suite
6 1 (0.28%) SharePoint Server
6 1 (0.28%) WebSphere
Applications
1 17 (4.84%) Microsoft Excel
1 17 (4.84%) Microsoft Office
2 8 (2.28%) Spreadsheet
3 3 (0.85%) MS Visio
4 2 (0.57%) CATIA
4 2 (0.57%) Microsoft PowerPoint
4 2 (0.57%) Siemens NX
4 2 (0.57%) SOLIDWORKS
5 1 (0.28%) Adobe Creative Suite
5 1 (0.28%) AutoCAD
5 1 (0.28%) Civil 3D
5 1 (0.28%) Fusion 360
5 1 (0.28%) Revit
Business Applications
1 4 (1.14%) Sage 50
2 3 (0.85%) Dynamics NAV
3 2 (0.57%) Oracle Cash Management
3 2 (0.57%) Oracle EBS
3 2 (0.57%) Oracle Payables
3 2 (0.57%) Oracle Subledger Accounting
4 1 (0.28%) Dynamics CRM
4 1 (0.28%) Exchequer
4 1 (0.28%) Infor CloudSuite
4 1 (0.28%) Infor M3
4 1 (0.28%) iTrent
Cloud Services
1 70 (19.94%) AWS
2 56 (15.95%) Azure
3 30 (8.55%) Microsoft 365
4 29 (8.26%) GCP
5 25 (7.12%) Power Platform
6 23 (6.55%) Amazon S3
7 22 (6.27%) Serverless
8 16 (4.56%) Amazon ECS
9 15 (4.27%) Amazon EC2
9 15 (4.27%) AWS CloudFormation
10 14 (3.99%) Amazon CloudWatch
11 13 (3.70%) AWS Lambda
12 9 (2.56%) Amazon EKS
13 7 (1.99%) Amazon ECR
13 7 (1.99%) Virtual Private Cloud
14 6 (1.71%) Entra ID
14 6 (1.71%) GitHub
14 6 (1.71%) Power Automate
15 5 (1.42%) AWS KMS
15 5 (1.42%) Dynamics 365
Communications & Networking
1 14 (3.99%) Wi-Fi
2 13 (3.70%) Wireless
3 12 (3.42%) LAN
3 12 (3.42%) WAN
4 11 (3.13%) VPN
5 8 (2.28%) Broadband
5 8 (2.28%) DHCP
5 8 (2.28%) DNS
6 6 (1.71%) TCP/IP
7 5 (1.42%) Network Security
8 4 (1.14%) Firewall
9 2 (0.57%) Reverse Proxy
9 2 (0.57%) VLAN
9 2 (0.57%) WLAN
10 1 (0.28%) 5G
10 1 (0.28%) Internet
10 1 (0.28%) Intranet
10 1 (0.28%) SAN
Database & Business Intelligence
1 22 (6.27%) Power BI
2 16 (4.56%) MySQL
2 16 (4.56%) SQL Server
3 11 (3.13%) Amazon RDS
4 9 (2.56%) Tableau
5 8 (2.28%) Big Data
5 8 (2.28%) Data Lake
6 7 (1.99%) Data Warehouse
6 7 (1.99%) MongoDB
6 7 (1.99%) NoSQL
7 6 (1.71%) DynamoDB
7 6 (1.71%) Metadata
7 6 (1.71%) PostgreSQL
8 4 (1.14%) Amazon Athena
9 3 (0.85%) Redis
10 2 (0.57%) Oracle BI Publisher
10 2 (0.57%) Oracle Reports
10 2 (0.57%) Relational Database
10 2 (0.57%) SQL Server Integration Services
11 1 (0.28%) Azure SQL Database
Development Applications
1 21 (5.98%) GitLab
2 13 (3.70%) Git
3 8 (2.28%) JIRA
4 7 (1.99%) Jenkins
5 3 (0.85%) SonarQube
6 2 (0.57%) Appcelerator Titanium
6 2 (0.57%) Balsamiq
6 2 (0.57%) Cucumber
6 2 (0.57%) Gatling
6 2 (0.57%) MLflow
6 2 (0.57%) TeamCity
7 1 (0.28%) TestComplete
7 1 (0.28%) Visual Studio
7 1 (0.28%) Zephyr
General
1 151 (43.02%) Social Skills
2 83 (23.65%) Analytical Skills
3 62 (17.66%) Public Sector
4 50 (14.25%) Finance
5 37 (10.54%) Inclusion and Diversity
6 36 (10.26%) Manufacturing
7 27 (7.69%) Law
8 17 (4.84%) Legal
9 16 (4.56%) Banking
9 16 (4.56%) Organisational Skills
10 14 (3.99%) Electronics
11 11 (3.13%) Retail
12 9 (2.56%) Games
13 8 (2.28%) Financial Institution
14 7 (1.99%) Marketing
15 5 (1.42%) Automotive
16 4 (1.14%) General Ledger
16 4 (1.14%) Influencing Skills
16 4 (1.14%) Presentation Skills
16 4 (1.14%) Telecoms
Job Titles
1 41 (11.68%) Developer
2 37 (10.54%) Analyst
3 33 (9.40%) IT Support
4 29 (8.26%) Lead
5 26 (7.41%) Senior
6 24 (6.84%) Data Engineer
7 23 (6.55%) IT Technician
8 21 (5.98%) IT Support Technician
8 21 (5.98%) Support Technician
9 19 (5.41%) Software Developer
10 15 (4.27%) Engineering Manager
11 14 (3.99%) Business Analyst
12 13 (3.70%) Architect
12 13 (3.70%) Consultant
12 13 (3.70%) Customer Service Advisor
13 12 (3.42%) Software Engineer
14 11 (3.13%) 2nd/3rd Line Support
14 11 (3.13%) 2nd/3rd Line Support Technician
14 11 (3.13%) 3rd Line Support
14 11 (3.13%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 32 (9.12%) Terraform
2 18 (5.13%) Node.js
3 15 (4.27%) .NET
4 14 (3.99%) CSS
4 14 (3.99%) HTML
5 11 (3.13%) LangChain
5 11 (3.13%) Web Services
6 10 (2.85%) React
7 9 (2.56%) LlamaIndex
8 6 (1.71%) Kafka
9 5 (1.42%) AWS CDK
10 4 (1.14%) .NET Framework
10 4 (1.14%) PySpark
10 4 (1.14%) REST
10 4 (1.14%) XML
11 3 (0.85%) Bootstrap
11 3 (0.85%) SignalR
11 3 (0.85%) WebSockets
12 2 (0.57%) AngularJS
12 2 (0.57%) Spring Boot
Miscellaneous
1 42 (11.97%) Onboarding
2 25 (7.12%) Cloud Native
3 18 (5.13%) Robotics
4 9 (2.56%) Distributed Computing
4 9 (2.56%) Distributed Systems
4 9 (2.56%) Driving Licence
4 9 (2.56%) Replication
5 8 (2.28%) Hybrid Cloud
5 8 (2.28%) Product Ownership
6 7 (1.99%) Algorithms
6 7 (1.99%) Data Structures
6 7 (1.99%) Linux Command Line
7 6 (1.71%) FMCG
7 6 (1.71%) Self-Motivation
8 5 (1.42%) Data Centre
8 5 (1.42%) Embedded Systems
8 5 (1.42%) Hedge funds
8 5 (1.42%) Management Information System
9 4 (1.14%) Enterprise Software
9 4 (1.14%) Mobile App
Operating Systems
1 28 (7.98%) Windows
2 13 (3.70%) Linux
3 5 (1.42%) Windows Server
4 4 (1.14%) Apple iOS
4 4 (1.14%) Windows 10
5 3 (0.85%) Android
6 2 (0.57%) FreeRTOS
6 2 (0.57%) Mac OS
7 1 (0.28%) Mac OS X
Processes & Methodologies
1 113 (32.19%) Continuous Improvement
2 96 (27.35%) Agile
3 62 (17.66%) CI/CD
4 55 (15.67%) DevOps
5 44 (12.54%) Customer Service
6 42 (11.97%) AI
6 42 (11.97%) Infrastructure as Code
7 41 (11.68%) Mentoring
8 38 (10.83%) Validation
9 36 (10.26%) Analytics
9 36 (10.26%) Coaching
10 34 (9.69%) Decision-Making
11 32 (9.12%) Test Automation
12 28 (7.98%) Containerisation
12 28 (7.98%) Software Engineering
12 28 (7.98%) Stakeholder Management
13 25 (7.12%) Business Intelligence
13 25 (7.12%) Project Delivery
13 25 (7.12%) Stakeholder Engagement
13 25 (7.12%) User-Centered Design (UCD)
Programming Languages
1 68 (19.37%) Python
2 56 (15.95%) SQL
3 19 (5.41%) TypeScript
4 18 (5.13%) JavaScript
5 17 (4.84%) C#
6 16 (4.56%) Bash
7 15 (4.27%) Java
8 11 (3.13%) Shell Script
9 5 (1.42%) C++
10 4 (1.14%) PHP
10 4 (1.14%) PowerShell
11 3 (0.85%) Go
12 2 (0.57%) C
12 2 (0.57%) PL/SQL
13 1 (0.28%) Perl
13 1 (0.28%) RPG
13 1 (0.28%) RPG IV
Qualifications
1 50 (14.25%) Degree
2 41 (11.68%) Security Cleared
3 40 (11.40%) SC Cleared
4 19 (5.41%) HNC
4 19 (5.41%) HND
5 17 (4.84%) Chartered Engineer
6 16 (4.56%) BPSS Clearance
7 12 (3.42%) AWS Certification
8 11 (3.13%) Azure Certification
9 10 (2.85%) Microsoft Certification
10 7 (1.99%) Computer Science Degree
10 7 (1.99%) PMI Certification
11 6 (1.71%) PMP
12 5 (1.42%) Cisco Certification
13 4 (1.14%) ISEB
14 3 (0.85%) (ISC)2 CCSP
14 3 (0.85%) CCSP
14 3 (0.85%) CISM
14 3 (0.85%) CISSP
14 3 (0.85%) NVQ Level 3
Quality Assurance & Compliance
1 30 (8.55%) QA
2 24 (6.84%) Data Quality
3 10 (2.85%) Accessibility
4 9 (2.56%) NCSC
5 6 (1.71%) GDPR
6 4 (1.14%) ISO/IEC 27001
7 3 (0.85%) NIST
7 3 (0.85%) SLA
7 3 (0.85%) WCAG
8 2 (0.57%) ISO 9001
8 2 (0.57%) PMO
9 1 (0.28%) Cyber Essentials
9 1 (0.28%) GMP
9 1 (0.28%) HAZOP
9 1 (0.28%) ISO 14001
9 1 (0.28%) NEBOSH
9 1 (0.28%) PCI DSS
System Software
1 36 (10.26%) Active Directory
2 23 (6.55%) Docker
3 13 (3.70%) VMware Infrastructure
4 4 (1.14%) Firmware
5 2 (0.57%) Embedded Firmware
5 2 (0.57%) Hyper-V
Systems Management
1 9 (2.56%) Kubernetes
2 6 (1.71%) Ansible
3 3 (0.85%) Grafana
3 3 (0.85%) Microsoft Intune
3 3 (0.85%) Progress Chef
3 3 (0.85%) Puppet
4 2 (0.57%) Prometheus
4 2 (0.57%) Single Sign-On
5 1 (0.28%) CloudHub
5 1 (0.28%) Kibana
5 1 (0.28%) SCCM
5 1 (0.28%) WSUS
Vendors
1 76 (21.65%) Microsoft
2 22 (6.27%) Databricks
3 15 (4.27%) VMware
4 8 (2.28%) BT
5 7 (1.99%) Oracle
5 7 (1.99%) ServiceNow
6 6 (1.71%) Sage
7 5 (1.42%) Salesforce
8 4 (1.14%) Google
8 4 (1.14%) SAP
8 4 (1.14%) Siemens
8 4 (1.14%) Xero
9 3 (0.85%) ANSYS
9 3 (0.85%) Foundry
9 3 (0.85%) Infor
10 2 (0.57%) Aderant
10 2 (0.57%) Aruba
10 2 (0.57%) Cisco
10 2 (0.57%) IBM
10 2 (0.57%) MuleSoft