Problem-Solving Contracts in Scotland

Problem Solving
UK > Scotland

The following table provides summary statistics for contract job vacancies advertised in Scotland 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 16 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
16 May 2024
Same period 2023 Same period 2022
Rank 10 22 18
Rank change year-on-year +12 -4 -1
Contract jobs citing Problem-Solving 222 240 281
As % of all contract jobs advertised in Scotland 10.32% 8.88% 8.23%
As % of the Processes & Methodologies category 11.68% 9.59% 8.83%
Number of daily rates quoted 149 168 167
10th Percentile £172 £166 £162
25th Percentile £370 £413 £313
Median daily rate (50th Percentile) £475 £475 £445
Median % change year-on-year - +6.74% +4.71%
75th Percentile £575 £570 £500
90th Percentile £614 £625 £575
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - +16.67%
Number of hourly rates quoted 24 9 7
10th Percentile £12.09 £15.06 £32.40
25th Percentile £12.50 £15.99 £44.38
Median hourly rate £16.67 £21.26 £47.50
Median % change year-on-year -21.59% -55.24% +128.92%
75th Percentile £18.75 £47.73 £55.80
90th Percentile £19.50 £64.22 £57.00
UK median hourly rate £16.50 £50.00 £24.50
% change year-on-year -67.00% +104.08% +19.51%

All Process and Methodology Skills
Scotland

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 advertised in Scotland with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 1,901 2,502 3,181
As % of all contract IT jobs advertised in Scotland 88.38% 92.56% 93.18%
Number of daily rates quoted 1,165 1,771 2,249
10th Percentile £219 £260 £250
25th Percentile £369 £406 £400
Median daily rate (50th Percentile) £475 £475 £470
Median % change year-on-year - +1.06% +10.59%
75th Percentile £575 £553 £550
90th Percentile £650 £650 £625
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.16%
Number of hourly rates quoted 92 54 47
10th Percentile £12.30 £10.63 £15.04
25th Percentile £15.92 £11.51 £18.86
Median hourly rate £19.50 £16.25 £37.43
Median % change year-on-year +20.00% -56.59% -6.43%
75th Percentile £42.71 £52.25 £48.75
90th Percentile £60.75 £67.22 £56.00
UK median hourly rate £36.27 £35.65 £25.68
% change year-on-year +1.75% +38.82% +5.35%

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 16 May 2024.

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 16 May 2024.

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 16 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
Edinburgh +36 100 £525 +10.53% 58
Glasgow -6 77 £425 -15.00% 81
West Lothian -9 7 £178 +36.73% 7
South Lanarkshire +8 5 £370 -0.11% 1
Renfrewshire +2 5 £163 -63.89% 3
Aberdeen -2 5 £625 +106.61% 34
Fife +2 3 - - 10
Highlands - 3 - - 3
Perthshire +3 2 £513 +2.50% 2
Lanarkshire +4 1 £488 - 39
Perth and Kinross +1 1 £525 +23.53% 2
Stirling 0 1 £210 +68.67% 9
Aberdeenshire - 1 - - 12
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 7 (3.15%) SharePoint
2 3 (1.35%) IBM HTTP Server
2 3 (1.35%) WebSphere
2 3 (1.35%) WebSphere Application Server
2 3 (1.35%) WebSphere Portal
3 1 (0.45%) Apache
3 1 (0.45%) Apache Airflow
3 1 (0.45%) Apache Spark
3 1 (0.45%) Confluence
3 1 (0.45%) Microsoft Exchange
Applications
1 25 (11.26%) Microsoft Excel
2 4 (1.80%) Microsoft PowerPoint
3 3 (1.35%) Microsoft Office
4 2 (0.90%) Microsoft Project
Business Applications
1 3 (1.35%) Oracle EBS R12
2 2 (0.90%) Oracle EBS
2 2 (0.90%) Payment Gateway
2 2 (0.90%) SAP S/4HANA
3 1 (0.45%) Oracle Cash Management
3 1 (0.45%) Oracle ERP
3 1 (0.45%) Oracle Payables
3 1 (0.45%) Oracle Procure-to-Pay
3 1 (0.45%) Oracle Receivables
Cloud Services
1 25 (11.26%) AWS
2 19 (8.56%) Azure
3 18 (8.11%) Power Platform
4 15 (6.76%) Microsoft 365
5 9 (4.05%) OCI
6 7 (3.15%) Amazon EKS
6 7 (3.15%) SaaS
7 6 (2.70%) OpenShift
7 6 (2.70%) Snowflake
8 5 (2.25%) Entra ID
8 5 (2.25%) GCP
9 4 (1.80%) Power Automate
9 4 (1.80%) PowerApps
10 2 (0.90%) Azure DevOps
10 2 (0.90%) Google Data Studio
10 2 (0.90%) Google Sheets
10 2 (0.90%) IaaS
10 2 (0.90%) PaaS
11 1 (0.45%) Amazon SQS
11 1 (0.45%) SuccessFactors
Communications & Networking
1 14 (6.31%) Firewall
2 8 (3.60%) SAN
3 7 (3.15%) Internet
4 4 (1.80%) VSAN
5 3 (1.35%) HTTP
5 3 (1.35%) Structured Cabling
5 3 (1.35%) VPN
6 2 (0.90%) IPsec
6 2 (0.90%) LAN
7 1 (0.45%) Remote Desktop
7 1 (0.45%) WAN
7 1 (0.45%) Wi-Fi
7 1 (0.45%) WLAN
Database & Business Intelligence
1 22 (9.91%) Oracle Database
2 14 (6.31%) Power BI
3 9 (4.05%) Metadata
3 9 (4.05%) Tableau
4 6 (2.70%) Oracle Reports
5 4 (1.80%) Big Data
6 3 (1.35%) Oracle Database 10g
6 3 (1.35%) Oracle Database 11g
6 3 (1.35%) Oracle Discoverer
6 3 (1.35%) Relational Database
7 2 (0.90%) BigQuery
7 2 (0.90%) DB2
7 2 (0.90%) SQL Server
8 1 (0.45%) Amazon Athena
8 1 (0.45%) Azure SQL Database
8 1 (0.45%) Hadoop
8 1 (0.45%) Oracle BI Publisher
Development Applications
1 15 (6.76%) Oracle APEX
2 12 (5.41%) Jenkins
3 10 (4.50%) Git
3 10 (4.50%) JIRA
3 10 (4.50%) Maven
4 9 (4.05%) Gradle
5 4 (1.80%) Oracle Forms
6 3 (1.35%) IBM UrbanCode
6 3 (1.35%) JMeter
6 3 (1.35%) JUnit
6 3 (1.35%) LoadRunner
6 3 (1.35%) Selenium
7 2 (0.90%) CircleCI
7 2 (0.90%) GitLab
General
1 126 (56.76%) Social Skills
2 116 (52.25%) Analytical Skills
3 48 (21.62%) Public Sector
4 43 (19.37%) Finance
5 18 (8.11%) Organisational Skills
6 13 (5.86%) Legal
7 12 (5.41%) Banking
8 8 (3.60%) Inclusion and Diversity
9 6 (2.70%) Presentation Skills
10 5 (2.25%) Influencing Skills
11 4 (1.80%) Back Office
11 4 (1.80%) Documentation Skills
11 4 (1.80%) Italian Language
12 3 (1.35%) Manufacturing
12 3 (1.35%) Police
12 3 (1.35%) Publishing
12 3 (1.35%) Retail
13 2 (0.90%) Law
14 1 (0.45%) French Language
14 1 (0.45%) Marketing
Job Titles
1 56 (25.23%) Analyst
2 25 (11.26%) Senior
3 20 (9.01%) Developer
4 17 (7.66%) Lead
5 16 (7.21%) Infrastructure Engineer
6 15 (6.76%) Data Analyst
6 15 (6.76%) IT Engineer
7 13 (5.86%) Field Engineer
8 11 (4.95%) Field Service Engineer
9 8 (3.60%) Administrator
9 8 (3.60%) Business Analyst
9 8 (3.60%) Designer
9 8 (3.60%) Project Manager
9 8 (3.60%) Security Engineer
9 8 (3.60%) Support Analyst
10 7 (3.15%) 1st Line Support
10 7 (3.15%) Consultant
10 7 (3.15%) Infrastructure Security Engineer
10 7 (3.15%) Windows Engineer
11 6 (2.70%) Windows Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 10 (4.50%) Spring
2 9 (4.05%) React
3 8 (3.60%) Spring Boot
4 7 (3.15%) REST
5 6 (2.70%) CSS
5 6 (2.70%) Kafka
6 5 (2.25%) Spring Batch
6 5 (2.25%) Web Services
7 4 (1.80%) Oracle Fusion
8 3 (1.35%) HTML
8 3 (1.35%) J2EE
8 3 (1.35%) Middleware
8 3 (1.35%) XML
9 2 (0.90%) Android Jetpack
9 2 (0.90%) Dagger
9 2 (0.90%) Jetpack Compose
9 2 (0.90%) RabbitMQ
9 2 (0.90%) RESTful
9 2 (0.90%) Retrofit
10 1 (0.45%) AngularJS
Miscellaneous
1 15 (6.76%) Management Information System
2 14 (6.31%) Analytical Mindset
3 13 (5.86%) Data Centre
4 10 (4.50%) Product Ownership
5 6 (2.70%) Credit Risk
6 5 (2.25%) Cloud Native
6 5 (2.25%) DTCC
6 5 (2.25%) Market Risk
6 5 (2.25%) Operational Technology
6 5 (2.25%) PKI
7 4 (1.80%) Smartphone
7 4 (1.80%) VxBlock/Vblock
8 3 (1.35%) Onboarding
8 3 (1.35%) Public Cloud
8 3 (1.35%) Self-Motivation
9 2 (0.90%) Clustering
9 2 (0.90%) Data Protection Act
9 2 (0.90%) Distributed Systems
9 2 (0.90%) Driving Licence
9 2 (0.90%) Tandem
Operating Systems
1 37 (16.67%) Windows
2 19 (8.56%) Unix
3 14 (6.31%) Linux
4 8 (3.60%) Windows 10
5 6 (2.70%) Mac OS
6 4 (1.80%) Apple iOS
6 4 (1.80%) Windows Server
7 3 (1.35%) Android
8 1 (0.45%) Red Hat Enterprise Linux
8 1 (0.45%) Solaris
Processes & Methodologies
1 42 (18.92%) Agile
2 24 (10.81%) Computer Science
3 23 (10.36%) Analytics
3 23 (10.36%) Change Management
3 23 (10.36%) Customer Service
3 23 (10.36%) Infrastructure Engineering
4 21 (9.46%) Migration
5 20 (9.01%) Continuous Improvement
5 20 (9.01%) Project Management
6 18 (8.11%) ERP
7 17 (7.66%) Cybersecurity
8 16 (7.21%) Performance Tuning
8 16 (7.21%) Stakeholder Management
9 15 (6.76%) Decision-Making
10 14 (6.31%) Data Analysis
10 14 (6.31%) DevOps
10 14 (6.31%) ITIL
11 13 (5.86%) Business Intelligence
11 13 (5.86%) Data Security
12 12 (5.41%) Scrum
Programming Languages
1 29 (13.06%) SQL
2 21 (9.46%) Python
3 16 (7.21%) PL/SQL
4 13 (5.86%) Java
5 12 (5.41%) PowerShell
6 8 (3.60%) Shell Script
7 6 (2.70%) Bash
7 6 (2.70%) Groovy
7 6 (2.70%) Ruby
8 3 (1.35%) JavaScript
9 2 (0.90%) Kotlin
9 2 (0.90%) Perl
10 1 (0.45%) C#
10 1 (0.45%) Data Analysis Expressions
10 1 (0.45%) Scala
Qualifications
1 55 (24.77%) Degree
2 22 (9.91%) Computer Science Degree
3 15 (6.76%) Security Cleared
4 13 (5.86%) SC Cleared
5 11 (4.95%) MCSE
5 11 (4.95%) Microsoft Certification
6 8 (3.60%) A+ Certification
6 8 (3.60%) CCNA
6 8 (3.60%) Cisco Certification
6 8 (3.60%) Network+ Certification
7 7 (3.15%) Master's Degree
8 4 (1.80%) CISSP
8 4 (1.80%) DV Cleared
9 3 (1.35%) ACCA
9 3 (1.35%) CIMA
9 3 (1.35%) CISM
9 3 (1.35%) CTC Cleared
9 3 (1.35%) ITIL Certification
10 2 (0.90%) HNC
11 1 (0.45%) Oracle Certification
Quality Assurance & Compliance
1 15 (6.76%) Disclosure Scotland
2 7 (3.15%) PMO
3 5 (2.25%) Accessibility
3 5 (2.25%) QA
4 3 (1.35%) Cyber Essentials
4 3 (1.35%) Cyber Essentials PLUS
5 2 (0.90%) GDPR
5 2 (0.90%) HIPAA
5 2 (0.90%) ISO 20022
5 2 (0.90%) ISO 8583
5 2 (0.90%) P3O
6 1 (0.45%) Data Quality
6 1 (0.45%) ISO 31000
6 1 (0.45%) NEBOSH
6 1 (0.45%) SLA
System Software
1 12 (5.41%) Active Directory
2 9 (4.05%) Docker
3 6 (2.70%) VMware Infrastructure
4 4 (1.80%) vSphere
5 3 (1.35%) Firmware
5 3 (1.35%) Oracle RAC
6 2 (0.90%) Hyper-V
6 2 (0.90%) Virtual Machines
7 1 (0.45%) KVM
Systems Management
1 11 (4.95%) Terraform
2 10 (4.50%) Ansible
3 8 (3.60%) Microsoft Intune
4 7 (3.15%) Kubernetes
4 7 (3.15%) SCCM
5 4 (1.80%) vCenter Server
5 4 (1.80%) VxRail
6 3 (1.35%) Data Guard
6 3 (1.35%) Enterprise Manager Cloud Control
6 3 (1.35%) Oracle Enterprise Manager
6 3 (1.35%) Oracle RMAN
Vendors
1 43 (19.37%) Oracle
2 33 (14.86%) Microsoft
3 12 (5.41%) Dell
4 6 (2.70%) Alteryx
4 6 (2.70%) Apple
4 6 (2.70%) Cisco
4 6 (2.70%) Splunk
4 6 (2.70%) VMware
5 5 (2.25%) SAP
6 4 (1.80%) Google
6 4 (1.80%) Nintex
6 4 (1.80%) ServiceNow
7 3 (1.35%) CheckPoint
7 3 (1.35%) IBM
7 3 (1.35%) Qualys
7 3 (1.35%) Workday
8 2 (0.90%) Brandwatch
8 2 (0.90%) Instagram
8 2 (0.90%) Okta
8 2 (0.90%) YouTube