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 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 11 24 17
Rank change year-on-year +13 -7 0
Contract jobs citing Problem-Solving 235 225 305
As % of all contract jobs advertised in Scotland 10.65% 7.88% 8.66%
As % of the Processes & Methodologies category 12.01% 8.51% 9.33%
Number of daily rates quoted 153 160 171
10th Percentile £182 £180 £163
25th Percentile £400 £413 £308
Median daily rate (50th Percentile) £475 £475 £425
Median % change year-on-year - +11.76% -
75th Percentile £575 £575 £500
90th Percentile £618 £633 £575
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - +16.67%
Number of hourly rates quoted 26 10 7
10th Percentile £12.40 £15.41 £14.95
25th Percentile £13.31 £15.99 £29.88
Median hourly rate £17.00 £18.88 £47.50
Median % change year-on-year -9.96% -60.25% +26.67%
75th Percentile £19.50 £41.22 £52.25
90th Percentile £20.57 £61.63 £55.79
UK median hourly rate £17.50 £43.43 £20.50
% change year-on-year -59.71% +111.91% +2.73%

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 1,956 2,645 3,270
As % of all contract IT jobs advertised in Scotland 88.63% 92.68% 92.87%
Number of daily rates quoted 1,192 1,903 2,321
10th Percentile £230 £261 £244
25th Percentile £400 £407 £398
Median daily rate (50th Percentile) £475 £475 £470
Median % change year-on-year - +1.06% +10.59%
75th Percentile £588 £554 £550
90th Percentile £675 £650 £625
UK median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% +8.25%
Number of hourly rates quoted 94 55 49
10th Percentile £12.36 £10.63 £14.94
25th Percentile £16.00 £11.78 £17.50
Median hourly rate £19.34 £17.72 £33.00
Median % change year-on-year +9.11% -46.30% -21.43%
75th Percentile £40.94 £54.13 £48.75
90th Percentile £60.75 £67.13 £55.75
UK median hourly rate £35.00 £37.34 £25.00
% change year-on-year -6.27% +49.36% -

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 27 April 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 27 April 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 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
Edinburgh +48 112 £525 +10.53% 66
Glasgow -6 80 £440 -12.00% 66
Renfrewshire +2 6 £163 -63.89% 1
South Lanarkshire +3 5 £370 -0.11% 3
Aberdeen -1 5 £625 +31.58% 28
West Lothian -13 4 £384 +195.19% 5
Fife +1 3 - - 10
Highlands - 3 - - 4
Perthshire +4 2 £513 +2.50% 1
Lanarkshire +2 1 £488 - 20
Perth and Kinross +1 1 £525 +23.53%
Stirling -2 1 £210 +68.67% 6
Aberdeenshire - 1 - - 11
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 8 (3.40%) SharePoint
2 3 (1.28%) IBM HTTP Server
2 3 (1.28%) WebSphere
2 3 (1.28%) WebSphere Application Server
2 3 (1.28%) WebSphere Portal
3 2 (0.85%) Microsoft Exchange
4 1 (0.43%) Apache
4 1 (0.43%) Apache Airflow
4 1 (0.43%) Apache Spark
4 1 (0.43%) Cloud Foundry
4 1 (0.43%) Confluence
Applications
1 23 (9.79%) Microsoft Excel
2 4 (1.70%) Microsoft PowerPoint
3 3 (1.28%) Microsoft Office
4 2 (0.85%) Microsoft Project
Business Applications
1 5 (2.13%) Oracle EBS R12
2 3 (1.28%) Oracle ERP
3 2 (0.85%) Oracle EBS
3 2 (0.85%) Payment Gateway
3 2 (0.85%) SAP S/4HANA
4 1 (0.43%) Oracle Cash Management
4 1 (0.43%) Oracle Payables
4 1 (0.43%) Oracle Procure-to-Pay
4 1 (0.43%) Oracle Receivables
4 1 (0.43%) SAP MM
4 1 (0.43%) SAP PM
Cloud Services
1 26 (11.06%) AWS
2 22 (9.36%) Azure
3 19 (8.09%) Microsoft 365
4 16 (6.81%) Power Platform
5 12 (5.11%) OCI
6 9 (3.83%) SaaS
7 7 (2.98%) Snowflake
8 6 (2.55%) Amazon EKS
8 6 (2.55%) OpenShift
9 5 (2.13%) Entra ID
9 5 (2.13%) IaaS
9 5 (2.13%) PaaS
10 4 (1.70%) Power Automate
10 4 (1.70%) PowerApps
11 3 (1.28%) Dynamics 365
11 3 (1.28%) GCP
12 1 (0.43%) Azure DevOps
12 1 (0.43%) Figma
12 1 (0.43%) Serverless
12 1 (0.43%) SuccessFactors
Communications & Networking
1 14 (5.96%) Firewall
2 6 (2.55%) SAN
3 4 (1.70%) HTTP
3 4 (1.70%) Internet
3 4 (1.70%) VSAN
4 3 (1.28%) Structured Cabling
4 3 (1.28%) VPN
5 2 (0.85%) IPsec
5 2 (0.85%) LAN
6 1 (0.43%) WAN
6 1 (0.43%) Wi-Fi
6 1 (0.43%) WLAN
Database & Business Intelligence
1 22 (9.36%) Oracle Database
2 12 (5.11%) Power BI
3 9 (3.83%) Metadata
3 9 (3.83%) Oracle Reports
4 8 (3.40%) Tableau
5 5 (2.13%) Big Data
5 5 (2.13%) DB2
6 4 (1.70%) Relational Database
7 3 (1.28%) NoSQL
7 3 (1.28%) Oracle Database 10g
7 3 (1.28%) Oracle Database 11g
7 3 (1.28%) Oracle Discoverer
7 3 (1.28%) SQL Server
8 2 (0.85%) Hadoop
8 2 (0.85%) Oracle BI Publisher
9 1 (0.43%) Apache Hive
9 1 (0.43%) Azure SQL Database
9 1 (0.43%) Data Warehouse
9 1 (0.43%) HBase
9 1 (0.43%) PostgreSQL
Development Applications
1 17 (7.23%) Oracle APEX
2 12 (5.11%) Jenkins
3 11 (4.68%) Git
4 10 (4.26%) Maven
5 9 (3.83%) Gradle
5 9 (3.83%) JIRA
6 4 (1.70%) Oracle Forms
7 3 (1.28%) GitLab
7 3 (1.28%) IBM UrbanCode
7 3 (1.28%) JMeter
7 3 (1.28%) LoadRunner
7 3 (1.28%) Selenium
8 2 (0.85%) CircleCI
8 2 (0.85%) JUnit
9 1 (0.43%) Bitbucket
General
1 136 (57.87%) Social Skills
2 127 (54.04%) Analytical Skills
3 52 (22.13%) Public Sector
4 50 (21.28%) Finance
5 18 (7.66%) Organisational Skills
6 11 (4.68%) Banking
6 11 (4.68%) Legal
7 7 (2.98%) Inclusion and Diversity
7 7 (2.98%) Influencing Skills
7 7 (2.98%) Presentation Skills
8 5 (2.13%) Retail
9 4 (1.70%) Back Office
9 4 (1.70%) Documentation Skills
9 4 (1.70%) Manufacturing
10 3 (1.28%) Police
10 3 (1.28%) Publishing
11 2 (0.85%) Law
11 2 (0.85%) Telecoms
12 1 (0.43%) Electronics
12 1 (0.43%) Games
Job Titles
1 54 (22.98%) Analyst
2 27 (11.49%) Developer
3 26 (11.06%) Senior
4 18 (7.66%) Lead
5 15 (6.38%) Data Analyst
5 15 (6.38%) Infrastructure Engineer
5 15 (6.38%) IT Engineer
6 13 (5.53%) Field Engineer
7 11 (4.68%) Field Service Engineer
8 10 (4.26%) Oracle Developer
9 9 (3.83%) Administrator
10 8 (3.40%) Architect
10 8 (3.40%) Business Analyst
10 8 (3.40%) Consultant
10 8 (3.40%) Designer
10 8 (3.40%) Project Manager
10 8 (3.40%) Security Engineer
11 7 (2.98%) Infrastructure Security Engineer
11 7 (2.98%) Support Analyst
11 7 (2.98%) Windows Engineer
Libraries, Frameworks & Software Standards
1 11 (4.68%) Spring
2 9 (3.83%) React
3 8 (3.40%) REST
4 7 (2.98%) Kafka
4 7 (2.98%) Spring Boot
5 6 (2.55%) CSS
6 5 (2.13%) Oracle Fusion
7 4 (1.70%) Spring Batch
7 4 (1.70%) Web Services
7 4 (1.70%) XML
8 3 (1.28%) HTML
8 3 (1.28%) J2EE
8 3 (1.28%) Middleware
9 2 (0.85%) .NET
9 2 (0.85%) Android Jetpack
9 2 (0.85%) Dagger
9 2 (0.85%) Jetpack Compose
9 2 (0.85%) JSON
9 2 (0.85%) RabbitMQ
9 2 (0.85%) Retrofit
Miscellaneous
1 19 (8.09%) Management Information System
2 15 (6.38%) Analytical Mindset
3 11 (4.68%) Data Centre
4 10 (4.26%) Product Ownership
5 8 (3.40%) Cloud Native
6 6 (2.55%) Credit Risk
7 5 (2.13%) Operational Technology
8 4 (1.70%) Data Protection Act
8 4 (1.70%) DTCC
8 4 (1.70%) Market Risk
8 4 (1.70%) PKI
8 4 (1.70%) Smartphone
8 4 (1.70%) VxBlock/Vblock
9 3 (1.28%) Distributed Systems
9 3 (1.28%) Hybrid Cloud
9 3 (1.28%) Onboarding
9 3 (1.28%) Public Cloud
9 3 (1.28%) Self-Motivation
10 2 (0.85%) Driving Licence
10 2 (0.85%) Tandem
Operating Systems
1 35 (14.89%) Windows
2 18 (7.66%) Unix
3 15 (6.38%) Linux
4 7 (2.98%) Windows 10
5 6 (2.55%) Mac OS
6 4 (1.70%) Apple iOS
6 4 (1.70%) Windows Server
7 3 (1.28%) Android
8 1 (0.43%) Red Hat Enterprise Linux
8 1 (0.43%) Solaris
Processes & Methodologies
1 46 (19.57%) Agile
2 28 (11.91%) Computer Science
3 26 (11.06%) Project Management
4 25 (10.64%) Analytics
5 24 (10.21%) Continuous Improvement
6 23 (9.79%) Change Management
6 23 (9.79%) Migration
7 22 (9.36%) Customer Service
7 22 (9.36%) Infrastructure Engineering
8 21 (8.94%) ERP
9 20 (8.51%) Performance Tuning
10 18 (7.66%) Stakeholder Management
11 17 (7.23%) Cybersecurity
12 15 (6.38%) Data Analysis
12 15 (6.38%) Decision-Making
12 15 (6.38%) Project Delivery
13 14 (5.96%) Data Security
13 14 (5.96%) DevOps
13 14 (5.96%) ITIL
14 13 (5.53%) Mentoring
Programming Languages
1 32 (13.62%) SQL
2 20 (8.51%) PL/SQL
2 20 (8.51%) Python
3 13 (5.53%) Java
3 13 (5.53%) PowerShell
4 9 (3.83%) Shell Script
5 7 (2.98%) Groovy
6 6 (2.55%) Bash
6 6 (2.55%) Ruby
7 4 (1.70%) JavaScript
8 3 (1.28%) Scala
9 2 (0.85%) Kotlin
9 2 (0.85%) Perl
10 1 (0.43%) C#
10 1 (0.43%) Data Analysis Expressions
Qualifications
1 59 (25.11%) Degree
2 26 (11.06%) Computer Science Degree
3 19 (8.09%) Security Cleared
4 15 (6.38%) SC Cleared
5 9 (3.83%) MCSE
5 9 (3.83%) Microsoft Certification
6 8 (3.40%) Master's Degree
7 6 (2.55%) A+ Certification
7 6 (2.55%) CCNA
7 6 (2.55%) Cisco Certification
7 6 (2.55%) Network+ Certification
8 5 (2.13%) DV Cleared
9 4 (1.70%) CISSP
10 3 (1.28%) ACCA
10 3 (1.28%) Azure Certification
10 3 (1.28%) CIMA
10 3 (1.28%) CISM
10 3 (1.28%) CTC Cleared
10 3 (1.28%) ITIL Certification
11 2 (0.85%) PMP
Quality Assurance & Compliance
1 16 (6.81%) Disclosure Scotland
2 8 (3.40%) QA
3 7 (2.98%) Accessibility
3 7 (2.98%) PMO
4 3 (1.28%) Cyber Essentials
4 3 (1.28%) Cyber Essentials PLUS
5 2 (0.85%) GDPR
5 2 (0.85%) HIPAA
5 2 (0.85%) ISO 20022
5 2 (0.85%) ISO 8583
5 2 (0.85%) P3O
6 1 (0.43%) Actionable Recommendations
6 1 (0.43%) Data Quality
6 1 (0.43%) ISO 31000
6 1 (0.43%) NEBOSH
6 1 (0.43%) SLA
System Software
1 12 (5.11%) Docker
2 11 (4.68%) Active Directory
3 6 (2.55%) VMware Infrastructure
4 4 (1.70%) vSphere
5 3 (1.28%) Firmware
5 3 (1.28%) Oracle RAC
6 2 (0.85%) Hyper-V
6 2 (0.85%) Virtual Machines
7 1 (0.43%) Apache ZooKeeper
7 1 (0.43%) HDFS
7 1 (0.43%) KVM
Systems Management
1 10 (4.26%) Terraform
2 9 (3.83%) Ansible
2 9 (3.83%) Kubernetes
3 8 (3.40%) Microsoft Intune
4 7 (2.98%) SCCM
5 4 (1.70%) vCenter Server
5 4 (1.70%) VxRail
6 3 (1.28%) Data Guard
6 3 (1.28%) Enterprise Manager Cloud Control
6 3 (1.28%) Oracle Enterprise Manager
6 3 (1.28%) Oracle RMAN
7 1 (0.43%) Avamar
7 1 (0.43%) Hadoop YARN
7 1 (0.43%) ITRS Geneos
Vendors
1 49 (20.85%) Oracle
2 38 (16.17%) Microsoft
3 10 (4.26%) Dell
4 7 (2.98%) SAP
4 7 (2.98%) Splunk
5 6 (2.55%) Alteryx
5 6 (2.55%) Apple
5 6 (2.55%) Cisco
5 6 (2.55%) VMware
6 5 (2.13%) ServiceNow
7 4 (1.70%) Nintex
8 3 (1.28%) CheckPoint
8 3 (1.28%) IBM
8 3 (1.28%) Okta
8 3 (1.28%) Qualys
8 3 (1.28%) Workday
9 2 (0.85%) Greenplum
9 2 (0.85%) Sybase
10 1 (0.43%) Atlassian
10 1 (0.43%) Avaloq