Problem-Solving Contracts in Scotland

Problem Solving
UK > Scotland

The table below provides summary statistics for contract job vacancies advertised in Scotland requiring Problem-Solving skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Problem-Solving over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 4 10 24
Rank change year-on-year +6 +14 -7
Contract jobs citing Problem-Solving 339 236 234
As % of all contract jobs advertised in Scotland 20.86% 10.65% 8.18%
As % of the Processes & Methodologies category 22.33% 12.02% 8.83%
Number of daily rates quoted 215 156 165
10th Percentile £215 £183 £201
25th Percentile £400 £400 £413
Median daily rate (50th Percentile) £457 £475 £475
Median % change year-on-year -3.79% - +11.76%
75th Percentile £550 £575 £575
90th Percentile £606 £616 £636
UK median daily rate £500 £500 £525
% change year-on-year -0.05% -4.71% -
Number of hourly rates quoted 15 26 10
10th Percentile £16.16 £12.40 £15.41
25th Percentile £18.19 £13.31 £15.99
Median hourly rate £22.00 £17.00 £18.88
Median % change year-on-year +29.41% -9.96% -60.25%
75th Percentile £28.07 £19.50 £41.22
90th Percentile £31.93 £20.57 £61.63
UK median hourly rate £22.14 £17.50 £43.86
% change year-on-year +26.51% -60.10% +119.30%

All Process and Methodology Skills
Scotland

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 in Scotland.

Contract vacancies with a requirement for process or methodology skills 1,518 1,963 2,651
As % of all contract IT jobs advertised in Scotland 93.42% 88.54% 92.63%
Number of daily rates quoted 920 1,196 1,908
10th Percentile £263 £229 £263
25th Percentile £375 £400 £408
Median daily rate (50th Percentile) £463 £475 £475
Median % change year-on-year -2.63% - +2.15%
75th Percentile £550 £588 £556
90th Percentile £606 £675 £650
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 47 94 54
10th Percentile £16.19 £12.36 £10.63
25th Percentile £17.30 £16.00 £11.51
Median hourly rate £21.59 £19.34 £17.72
Median % change year-on-year +11.66% +9.11% -55.69%
75th Percentile £24.66 £40.94 £53.75
90th Percentile £51.48 £60.75 £66.09
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

Problem-Solving
Job Vacancy Trend in Scotland

Job postings citing Problem-Solving as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Problem-Solving in Scotland

Problem-Solving
Contractor Daily Rate Trend in Scotland

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

Daily rate trend for Problem-Solving in Scotland

Problem-Solving
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Problem-Solving in Scotland over the 6 months to 1 May 2025.

Daily rate histogram for Problem-Solving in Scotland

Problem-Solving
Contractor Hourly Rate Trend in Scotland

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

Hourly rate trend for Problem-Solving in Scotland

Problem-Solving
Hourly Rate Histogram in Scotland

Hourly rate distribution of jobs citing Problem-Solving in Scotland over the 6 months to 1 May 2025.

Hourly rate histogram for Problem-Solving in Scotland

Problem-Solving
Contract Job Locations in Scotland

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 Scotland region over the 6 months to 1 May 2025. 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
Glasgow +14 203 £464 +5.40% 101
Edinburgh 0 94 £463 -11.90% 115
Lanarkshire +5 6 £525 +7.69% 29
Aberdeen +1 5 £325 -48.00% 26
West Lothian +13 4 £159 -58.63% 8
Fife +1 4 - - 7
Perth and Kinross 0 4 £450 -14.29% 1
East Lothian - 3 £168 -
Stirling +1 2 £400 +90.48% 4
Dundee - 2 £210 - 12
Highlands 0 1 £375 - 4
Aberdeenshire -1 1 £325 - 5
Perthshire -1 1 - - 1
Problem-Solving
UK

Problem-Solving
Co-occurring Skills and Capabilities in Scotland 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 20 (5.90%) SharePoint
2 8 (2.36%) Microsoft Exchange
3 7 (2.06%) Confluence
4 3 (0.88%) Apache Airflow
5 2 (0.59%) Adobe Experience Manager
5 2 (0.59%) Apache Spark
5 2 (0.59%) Camunda
5 2 (0.59%) CMS
5 2 (0.59%) JBoss
5 2 (0.59%) SharePoint Server
5 2 (0.59%) WebLogic
6 1 (0.29%) Apache
6 1 (0.29%) Jupyter
Applications
1 22 (6.49%) Microsoft Excel
2 21 (6.19%) Microsoft PowerPoint
3 18 (5.31%) Microsoft Office
4 7 (2.06%) MS Visio
5 4 (1.18%) Microsoft Project
6 1 (0.29%) Acrobat
6 1 (0.29%) Adobe XD
6 1 (0.29%) Chatbot
6 1 (0.29%) Sketch
Business Applications
1 6 (1.77%) SAP S/4HANA
2 5 (1.47%) Dynamics CRM
3 3 (0.88%) Finacle
4 1 (0.29%) LabWindows
4 1 (0.29%) NetSuite
4 1 (0.29%) Oracle Applications
4 1 (0.29%) Remedy ITSM
Cloud Services
1 59 (17.40%) Azure
2 51 (15.04%) AWS
3 26 (7.67%) Microsoft 365
4 23 (6.78%) Power Platform
5 18 (5.31%) Amazon S3
5 18 (5.31%) Cloud Computing
6 11 (3.24%) AWS Lambda
6 11 (3.24%) Power Automate
6 11 (3.24%) Serverless
7 10 (2.95%) GCP
8 9 (2.65%) Entra ID
8 9 (2.65%) PowerApps
9 8 (2.36%) Azure DevOps
9 8 (2.36%) GitHub
9 8 (2.36%) IaaS
10 7 (2.06%) Amazon CloudWatch
10 7 (2.06%) Snowflake
11 6 (1.77%) Amazon Cognito
11 6 (1.77%) AWS CloudTrail
11 6 (1.77%) Dynamics 365
Communications & Networking
1 12 (3.54%) Network Security
2 9 (2.65%) Remote Desktop
2 9 (2.65%) VPN
3 7 (2.06%) WAN
4 6 (1.77%) DNS
4 6 (1.77%) Firewall
4 6 (1.77%) LAN
5 5 (1.47%) DHCP
6 4 (1.18%) Internet
6 4 (1.18%) TCP/IP
6 4 (1.18%) Wireless
7 3 (0.88%) NAS
7 3 (0.88%) SAN
8 2 (0.59%) Cisco Wireless
8 2 (0.59%) Intranet
8 2 (0.59%) MPLS
8 2 (0.59%) SDH
8 2 (0.59%) WLAN
9 1 (0.29%) PSTN
9 1 (0.29%) WebEx
Database & Business Intelligence
1 42 (12.39%) Relational Database
2 31 (9.14%) MongoDB
3 30 (8.85%) DB2
4 19 (5.60%) Power BI
5 12 (3.54%) SQL Server
6 9 (2.65%) RDBMS
7 8 (2.36%) Amazon Athena
7 8 (2.36%) DynamoDB
8 7 (2.06%) NoSQL
8 7 (2.06%) Oracle Database
9 6 (1.77%) Amazon RDS
9 6 (1.77%) Parquet
9 6 (1.77%) PostgreSQL
10 4 (1.18%) Big Data
11 3 (0.88%) Oracle Exadata
12 2 (0.59%) CockroachDB
12 2 (0.59%) Data Warehouse
12 2 (0.59%) MySQL
12 2 (0.59%) OLAP
13 1 (0.29%) Delta Lake
Development Applications
1 32 (9.44%) JUnit
2 26 (7.67%) JIRA
3 14 (4.13%) Git
4 6 (1.77%) Jenkins
5 5 (1.47%) GitLab
6 4 (1.18%) Bitbucket
6 4 (1.18%) LabVIEW
7 3 (0.88%) Artifactory
7 3 (0.88%) Xcode
8 2 (0.59%) Bitbucket Server
9 1 (0.29%) IntelliJ
9 1 (0.29%) Oracle APEX
9 1 (0.29%) Postman
9 1 (0.29%) PyCharm
9 1 (0.29%) TestRail
9 1 (0.29%) Visual Studio
9 1 (0.29%) Visual Studio Code
General
1 221 (65.19%) Social Skills
2 165 (48.67%) Analytical Skills
3 121 (35.69%) Finance
4 69 (20.35%) Banking
5 51 (15.04%) Public Sector
6 32 (9.44%) Investment Banking
7 21 (6.19%) Front Office
8 16 (4.72%) Organisational Skills
9 12 (3.54%) Influencing Skills
10 7 (2.06%) Electronics
10 7 (2.06%) Financial Institution
11 6 (1.77%) Inclusion and Diversity
11 6 (1.77%) Retail
12 5 (1.47%) Documentation Skills
12 5 (1.47%) Telecoms
13 4 (1.18%) Legal
13 4 (1.18%) Presentation Skills
13 4 (1.18%) Retail Banking
14 3 (0.88%) German Language
14 3 (0.88%) Private Banking
Job Titles
1 78 (23.01%) Developer
2 58 (17.11%) Analyst
3 45 (13.27%) Java Developer
4 30 (8.85%) Business Analyst
5 28 (8.26%) Architect
6 25 (7.37%) Senior
7 16 (4.72%) Python Engineer
8 15 (4.42%) Solutions Architect
9 14 (4.13%) Project Manager
10 13 (3.83%) Support Engineer
11 9 (2.65%) Administrator
11 9 (2.65%) Artificial Intelligence Engineer
12 8 (2.36%) Investment Banking Java Developer
12 8 (2.36%) JavaScript Engineer
13 7 (2.06%) Core Java Developer
13 7 (2.06%) Python Developer
13 7 (2.06%) Senior Developer
13 7 (2.06%) Service Desk Engineer
13 7 (2.06%) SQL Developer
13 7 (2.06%) Sybase Developer
Libraries, Frameworks & Software Standards
1 38 (11.21%) Spring
2 33 (9.73%) Kafka
3 25 (7.37%) JMS
4 11 (3.24%) Spring Boot
5 8 (2.36%) AWS CDK
5 8 (2.36%) Middleware
6 7 (2.06%) J2EE
7 6 (1.77%) CSS
7 6 (1.77%) JSON
7 6 (1.77%) REST
8 5 (1.47%) HTML
8 5 (1.47%) LDAP
8 5 (1.47%) SOAP
9 4 (1.18%) React
9 4 (1.18%) RESTful
10 3 (0.88%) Node.js
10 3 (0.88%) SwiftUI
10 3 (0.88%) UIKit
10 3 (0.88%) X-Windows
11 2 (0.59%) .NET
Miscellaneous
1 38 (11.21%) Data Structures
2 20 (5.90%) Equities
3 19 (5.60%) Distributed Systems
4 17 (5.01%) Data Protection Act
5 14 (4.13%) Cloud Native
5 14 (4.13%) Management Information System
6 13 (3.83%) Virtual Team
7 12 (3.54%) Data Centre
7 12 (3.54%) Product Ownership
8 11 (3.24%) Self-Motivation
9 9 (2.65%) CMDB
9 9 (2.65%) Device Driver
10 8 (2.36%) Algorithms
10 8 (2.36%) Legacy Systems
11 7 (2.06%) Enterprise Software
12 6 (1.77%) Derivative
12 6 (1.77%) Equity Derivative
12 6 (1.77%) Mainframe
12 6 (1.77%) Replication
13 5 (1.47%) Analytical Mindset
Operating Systems
1 68 (20.06%) Linux
2 43 (12.68%) Windows
3 21 (6.19%) Unix
4 12 (3.54%) Windows Server
5 9 (2.65%) Red Hat Enterprise Linux
6 6 (1.77%) Android
6 6 (1.77%) Windows 10
7 5 (1.47%) Mac OS
8 4 (1.18%) AIX
9 3 (0.88%) Apple iOS
9 3 (0.88%) Solaris
10 1 (0.29%) Oracle Linux
10 1 (0.29%) Ubuntu
10 1 (0.29%) Windows Server 2008
10 1 (0.29%) Windows Server 2012
10 1 (0.29%) Windows Server 2016
10 1 (0.29%) Windows XP
10 1 (0.29%) zOS
Processes & Methodologies
1 100 (29.50%) Agile
2 44 (12.98%) SDLC
2 44 (12.98%) Stakeholder Management
3 41 (12.09%) Project Management
4 38 (11.21%) Decision-Making
5 37 (10.91%) CI/CD
5 37 (10.91%) Software Engineering
6 35 (10.32%) DevOps
7 34 (10.03%) ITIL
8 33 (9.73%) Performance Tuning
9 31 (9.14%) Multithreading
10 30 (8.85%) Continuous Improvement
10 30 (8.85%) Data Protection
11 28 (8.26%) Open Source
12 27 (7.96%) Risk Management
13 26 (7.67%) Computer Science
13 26 (7.67%) Data Security
13 26 (7.67%) Scrum
13 26 (7.67%) Task Automation
13 26 (7.67%) Time Management
Programming Languages
1 83 (24.48%) Python
2 81 (23.89%) SQL
3 65 (19.17%) Java
4 28 (8.26%) Shell Script
5 23 (6.78%) JavaScript
6 22 (6.49%) PowerShell
7 12 (3.54%) C#
7 12 (3.54%) TypeScript
8 8 (2.36%) PL/SQL
9 3 (0.88%) Objective-C
9 3 (0.88%) Perl
9 3 (0.88%) Swift
10 2 (0.59%) Bash
10 2 (0.59%) Bicep
10 2 (0.59%) C++
10 2 (0.59%) Groovy
10 2 (0.59%) PHP
10 2 (0.59%) T-SQL
11 1 (0.29%) Apex Code
11 1 (0.29%) R
Qualifications
1 43 (12.68%) Degree
2 19 (5.60%) AWS Certification
3 18 (5.31%) Microsoft Certification
4 13 (3.83%) Computer Science Degree
5 12 (3.54%) Security Cleared
6 11 (3.24%) Azure Certification
7 9 (2.65%) SC Cleared
8 8 (2.36%) A+ Certification
8 8 (2.36%) AWS Certified Solutions Architect
8 8 (2.36%) CISSP
9 6 (1.77%) PMI Certification
10 5 (1.47%) CISM
11 4 (1.18%) BPSS Clearance
11 4 (1.18%) Master's Degree
11 4 (1.18%) PMP
12 3 (0.88%) Cisco Certification
12 3 (0.88%) HNC
13 2 (0.59%) ACCA
13 2 (0.59%) CCNP
13 2 (0.59%) ITIL Certification
Quality Assurance & Compliance
1 24 (7.08%) QA
2 21 (6.19%) Disclosure Scotland
3 12 (3.54%) Data Quality
4 4 (1.18%) Accessibility
4 4 (1.18%) Cyber Essentials
4 4 (1.18%) Cyber Essentials PLUS
4 4 (1.18%) GDPR
4 4 (1.18%) PMO
4 4 (1.18%) SLA
5 2 (0.59%) ISO/IEC 27001
5 2 (0.59%) Sarbanes-Oxley
6 1 (0.29%) GRC
6 1 (0.29%) ISO/IEC 20000
6 1 (0.29%) PCI DSS
System Software
1 19 (5.60%) Docker
2 13 (3.83%) Active Directory
3 8 (2.36%) Virtual Servers
4 6 (1.77%) Oracle RAC
5 5 (1.47%) Hyper-V
6 4 (1.18%) Virtual Machines
7 3 (0.88%) VMware Infrastructure
8 2 (0.59%) RACF
Systems Management
1 16 (4.72%) Kubernetes
2 8 (2.36%) Microsoft Intune
3 6 (1.77%) Ansible
3 6 (1.77%) Oracle RMAN
4 5 (1.47%) Terraform
5 4 (1.18%) NetBackup
5 4 (1.18%) Single Sign-On
6 3 (0.88%) Data Guard
6 3 (0.88%) Failover Clustering
6 3 (0.88%) Microsoft Clustering
6 3 (0.88%) Oracle Enterprise Manager
6 3 (0.88%) Oracle Flashback
6 3 (0.88%) Progress Chef
7 2 (0.59%) Puppet
7 2 (0.59%) SCCM
8 1 (0.29%) EMC NetWorker
8 1 (0.29%) FortiGate
8 1 (0.29%) ServiceCenter
8 1 (0.29%) Systems Management Server (SMS)
8 1 (0.29%) Tivoli NetView
Vendors
1 61 (17.99%) Microsoft
2 28 (8.26%) Sybase
3 24 (7.08%) Oracle
4 19 (5.60%) ServiceNow
5 10 (2.95%) Cisco
6 7 (2.06%) IBM
6 7 (2.06%) SAP
7 5 (1.47%) Citrix
7 5 (1.47%) CyberArk
7 5 (1.47%) Dynatrace
7 5 (1.47%) Google
7 5 (1.47%) Qualys
7 5 (1.47%) Red Hat
8 4 (1.18%) Adobe
8 4 (1.18%) Veritas
8 4 (1.18%) VMware
9 3 (0.88%) Apple
9 3 (0.88%) Dell
9 3 (0.88%) Nokia
9 3 (0.88%) Temenos