Problem-Solving Contract Job Trends in Glasgow

Problem Solving
Scotland > Glasgow

The table below provides summary statistics and contractor rates for jobs advertised in Glasgow requiring Problem-Solving skills. It covers contract job vacancies from the 6 months leading up to 14 January 2026, with comparisons to the same periods in the previous two years.

6 months to
14 Jan 2026
Same period 2025 Same period 2024
Rank 5 7 20
Rank change year-on-year +2 +13 -2
Contract jobs citing Problem-Solving 128 131 88
As % of all contract jobs in Glasgow 19.25% 18.07% 10.37%
As % of the Processes & Methodologies category 22.42% 19.79% 11.28%
Number of daily rates quoted 80 92 63
10th Percentile £340 £301 £313
25th Percentile £400 £363 £392
Median daily rate (50th Percentile) £450 £438 £450
Median % change year-on-year +2.86% -2.78% -6.05%
75th Percentile £538 £493 £500
90th Percentile £626 £599 £574
Scotland median daily rate £463 £439 £475
% change year-on-year +5.41% -7.63% +1.50%
Number of hourly rates quoted 5 2 5
10th Percentile - £19.18 -
25th Percentile £16.17 £20.19 £16.50
Median hourly rate £23.75 £22.75 £18.00
Median % change year-on-year +4.40% +26.39% -44.62%
75th Percentile £29.16 £25.69 £19.50
90th Percentile £41.66 £26.93 -
Scotland median hourly rate £13.00 £24.18 £18.00
% change year-on-year -46.24% +34.33% +12.50%

All Process & Methodology Skills
Glasgow

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 Glasgow.

Contract vacancies with a requirement for process or methodology skills 571 662 780
As % of all contract IT jobs advertised in Glasgow 85.86% 91.31% 91.87%
Number of daily rates quoted 371 404 511
10th Percentile £300 £311 £350
25th Percentile £394 £363 £411
Median daily rate (50th Percentile) £450 £450 £500
Median % change year-on-year - -10.00% +5.26%
75th Percentile £568 £538 £625
90th Percentile £626 £629 £700
Scotland median daily rate £468 £450 £500
% change year-on-year +3.89% -10.00% +5.26%
Number of hourly rates quoted 15 13 17
10th Percentile £14.09 £16.75 £14.05
25th Percentile £16.09 £18.50 -
Median hourly rate £23.75 £24.15 £16.00
Median % change year-on-year -1.66% +50.94% -46.16%
75th Percentile £52.50 £34.50 £19.50
90th Percentile £61.74 £43.73 £62.50
Scotland median hourly rate £20.00 £23.59 £18.21
% change year-on-year -15.22% +29.58% -1.59%

Problem-Solving
Job Vacancy Trend in Glasgow

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

Problem-Solving job vacancy trend in Glasgow

Problem-Solving
Daily Rate Trend in Glasgow

Contractor daily rate distribution trend for jobs in Glasgow citing Problem-Solving.

Contractor daily rate distribution trend for jobs in Glasgow citing Problem-Solving

Problem-Solving
Daily Rate Histogram in Glasgow

Daily rate distribution for jobs citing Problem-Solving in Glasgow over the 6 months to 14 January 2026.

Daily rate histogram for Problem-Solving in Glasgow

Problem-Solving
Hourly Rate Trend in Glasgow

Contractor hourly rate distribution trend for jobs in Glasgow citing Problem-Solving.

Contractor hourly rate distribution trend for jobs in Glasgow citing Problem-Solving

Problem-Solving
Hourly Rate Histogram in Glasgow

Hourly rate distribution of jobs citing Problem-Solving in Glasgow over the 6 months to 14 January 2026.

Hourly rate histogram for Problem-Solving in Glasgow

Problem-Solving
Co-Occurring Skills & Capabilities in Glasgow 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 5 (3.91%) CMS
2 4 (3.13%) Apache Spark
3 2 (1.56%) Apache
3 2 (1.56%) Apache Airflow
4 1 (0.78%) Alfresco
4 1 (0.78%) Apache Solr
4 1 (0.78%) ArcGIS
4 1 (0.78%) Camunda
4 1 (0.78%) SharePoint
4 1 (0.78%) WordPress
Applications
1 6 (4.69%) Microsoft Excel
2 2 (1.56%) Microsoft PowerPoint
3 1 (0.78%) Adobe Creative Suite
3 1 (0.78%) Adobe Illustrator
3 1 (0.78%) Chatbot
3 1 (0.78%) InDesign
3 1 (0.78%) Microsoft Project
3 1 (0.78%) MS Visio
3 1 (0.78%) Photoshop
Cloud Services
1 38 (29.69%) Azure
2 23 (17.97%) AWS
3 12 (9.38%) Snowflake
4 11 (8.59%) Serverless
5 8 (6.25%) Power Platform
6 4 (3.13%) Cloud Computing
6 4 (3.13%) Entra ID
7 3 (2.34%) GCP
8 2 (1.56%) AWS CloudFormation
8 2 (1.56%) AWS Lambda
8 2 (1.56%) OpenShift
8 2 (1.56%) SaaS
8 2 (1.56%) Virtual Private Cloud
9 1 (0.78%) Amazon EC2
9 1 (0.78%) Amazon S3
9 1 (0.78%) Amazon SQS
9 1 (0.78%) AWS CloudTrail
9 1 (0.78%) GitHub
9 1 (0.78%) IaaS
9 1 (0.78%) Microsoft 365
Communications & Networking
1 10 (7.81%) WAN
2 4 (3.13%) SD-WAN
2 4 (3.13%) VPN
3 3 (2.34%) LAN
4 2 (1.56%) DNS
4 2 (1.56%) MPLS
4 2 (1.56%) NAS
4 2 (1.56%) Network Security
4 2 (1.56%) SAN
4 2 (1.56%) SDH
4 2 (1.56%) TCP/IP
5 1 (0.78%) Firewall
Database & Business Intelligence
1 21 (16.41%) Relational Database
2 19 (14.84%) Data Warehouse
3 11 (8.59%) MongoDB
3 11 (8.59%) PostgreSQL
4 10 (7.81%) DB2
5 8 (6.25%) Power BI
6 6 (4.69%) Tableau
7 5 (3.91%) Big Data
8 4 (3.13%) MySQL
9 3 (2.34%) Data Lake
9 3 (2.34%) Hadoop
9 3 (2.34%) NoSQL
9 3 (2.34%) RDBMS
10 2 (1.56%) GIS
10 2 (1.56%) Power Query
10 2 (1.56%) QlikView
10 2 (1.56%) SQL Server
11 1 (0.78%) Amazon Aurora
11 1 (0.78%) Apache Cassandra
11 1 (0.78%) Spatial Data
Development Applications
1 11 (8.59%) Jenkins
1 11 (8.59%) JUnit
2 10 (7.81%) Git
3 4 (3.13%) JIRA
4 1 (0.78%) Bitbucket
4 1 (0.78%) Mockito
4 1 (0.78%) Sonatype Nexus
General
1 59 (46.09%) Social Skills
2 47 (36.72%) Finance
3 42 (32.81%) Analytical Skills
4 24 (18.75%) Banking
5 19 (14.84%) Investment Banking
6 16 (12.50%) Public Sector
7 9 (7.03%) Front Office
8 7 (5.47%) Influencing Skills
8 7 (5.47%) Organisational Skills
9 6 (4.69%) Legal
10 3 (2.34%) Telecoms
11 2 (1.56%) Presentation Skills
11 2 (1.56%) Retail
12 1 (0.78%) Billing
12 1 (0.78%) Financial Institution
12 1 (0.78%) French Language
12 1 (0.78%) Inclusion and Diversity
12 1 (0.78%) Law
12 1 (0.78%) Marketing
12 1 (0.78%) Publishing
Job Titles
1 31 (24.22%) Developer
2 21 (16.41%) Analyst
3 18 (14.06%) Java Developer
4 13 (10.16%) Architect
5 11 (8.59%) Python Engineer
6 9 (7.03%) Data Analyst
6 9 (7.03%) Data Engineer
6 9 (7.03%) Investment Banking Java Developer
6 9 (7.03%) Senior
6 9 (7.03%) SQL Developer
6 9 (7.03%) Sybase Developer
7 8 (6.25%) Platform Engineer
8 7 (5.47%) Lead
9 6 (4.69%) Azure Engineer
9 6 (4.69%) Data Architect
9 6 (4.69%) Windows Engineer
10 5 (3.91%) Business Analyst
10 5 (3.91%) Security Engineer
10 5 (3.91%) Software Engineer
10 5 (3.91%) Solutions Architect
Libraries, Frameworks & Software Standards
1 20 (15.63%) Kafka
2 17 (13.28%) Spring
3 9 (7.03%) JMS
4 8 (6.25%) REST
4 8 (6.25%) Spring Boot
5 7 (5.47%) FastAPI
5 7 (5.47%) React
6 6 (4.69%) Hibernate
7 5 (3.91%) Ext JS
8 3 (2.34%) AngularJS
8 3 (2.34%) CSS
8 3 (2.34%) HTML
8 3 (2.34%) Node.js
8 3 (2.34%) RabbitMQ
9 2 (1.56%) Flask
9 2 (1.56%) Loki
9 2 (1.56%) Middleware
9 2 (1.56%) OpenTelemetry
10 1 (0.78%) .NET
10 1 (0.78%) SOAP
Miscellaneous
1 13 (10.16%) Cloud Native
2 12 (9.38%) Data Structures
3 10 (7.81%) Distributed Systems
3 10 (7.81%) Equities
4 9 (7.03%) CMDB
4 9 (7.03%) Virtual Team
5 8 (6.25%) Hybrid Cloud
5 8 (6.25%) Self-Motivation
6 6 (4.69%) Data Centre
7 4 (3.13%) Driving Licence
7 4 (3.13%) Legacy Systems
7 4 (3.13%) Public Cloud
8 3 (2.34%) Algorithms
8 3 (2.34%) Management Information System
8 3 (2.34%) PMI
9 2 (1.56%) Cyber Threat
9 2 (1.56%) Cyberattack
9 2 (1.56%) Digital Media
9 2 (1.56%) Foreign Exchange (FX)
9 2 (1.56%) Security Operations Centre
Operating Systems
1 21 (16.41%) Linux
2 18 (14.06%) Windows
3 9 (7.03%) Unix
4 4 (3.13%) Mac OS
5 3 (2.34%) Windows Server
6 1 (0.78%) Red Hat Enterprise Linux
Processes & Methodologies
1 37 (28.91%) Agile
2 26 (20.31%) CI/CD
3 22 (17.19%) DevOps
4 21 (16.41%) AI
5 20 (15.63%) Performance Tuning
6 15 (11.72%) Multithreading
7 14 (10.94%) Analytics
7 14 (10.94%) ITIL
7 14 (10.94%) Machine Learning
7 14 (10.94%) Migration
7 14 (10.94%) Visualisation
8 13 (10.16%) Computer Science
8 13 (10.16%) Data Modelling
8 13 (10.16%) Stakeholder Management
9 12 (9.38%) Data Visualisation
9 12 (9.38%) SDLC
10 11 (8.59%) Data Engineering
10 11 (8.59%) Infrastructure as Code
10 11 (8.59%) Open Source
11 10 (7.81%) Data Architecture
Programming Languages
1 51 (39.84%) Python
2 31 (24.22%) SQL
3 25 (19.53%) Java
4 12 (9.38%) PowerShell
5 11 (8.59%) Shell Script
6 6 (4.69%) JavaScript
7 4 (3.13%) Go
7 4 (3.13%) TypeScript
8 3 (2.34%) Bicep
8 3 (2.34%) Perl
9 2 (1.56%) Data Analysis Expressions
10 1 (0.78%) Bash
10 1 (0.78%) C++
10 1 (0.78%) PHP
10 1 (0.78%) PL/SQL
10 1 (0.78%) Ruby
Qualifications
1 17 (13.28%) Degree
2 10 (7.81%) Security Cleared
3 6 (4.69%) ITIL Certification
4 5 (3.91%) Azure Certification
4 5 (3.91%) SC Cleared
5 4 (3.13%) BPSS Clearance
5 4 (3.13%) Computer Science Degree
6 3 (2.34%) AWS Certification
6 3 (2.34%) CompTIA CySA+
6 3 (2.34%) CompTIA Security+
6 3 (2.34%) PMI Certification
7 2 (1.56%) ITIL Foundation Certificate
8 1 (0.78%) BC Cleared
8 1 (0.78%) CCIE
8 1 (0.78%) Cisco Certification
8 1 (0.78%) CISSP
8 1 (0.78%) Master's Degree
8 1 (0.78%) Microsoft Certification
8 1 (0.78%) Postgraduate
8 1 (0.78%) SSCP
Quality Assurance & Compliance
1 5 (3.91%) QA
2 4 (3.13%) Accessibility
3 3 (2.34%) SLA
4 2 (1.56%) Data Quality
5 1 (0.78%) Disclosure Scotland
5 1 (0.78%) GDPR
5 1 (0.78%) Sarbanes-Oxley
System Software
1 12 (9.38%) Docker
2 4 (3.13%) Active Directory
3 3 (2.34%) Virtual Machines
4 1 (0.78%) HDFS
Systems Management
1 11 (8.59%) Ansible
2 10 (7.81%) Kubernetes
2 10 (7.81%) Terraform
3 4 (3.13%) FortiGate
3 4 (3.13%) Grafana
3 4 (3.13%) NetBackup
3 4 (3.13%) SCCM
4 3 (2.34%) Microsoft Intune
5 2 (1.56%) Prometheus
6 1 (0.78%) Kibana
6 1 (0.78%) logstash
Vendors
1 13 (10.16%) Microsoft
2 11 (8.59%) ServiceNow
3 9 (7.03%) Greenplum
3 9 (7.03%) Sybase
4 8 (6.25%) Oracle
4 8 (6.25%) Splunk
5 7 (5.47%) Cisco
6 4 (3.13%) Databricks
6 4 (3.13%) Palo Alto
7 2 (1.56%) Ab Initio
7 2 (1.56%) Aruba
7 2 (1.56%) Canon
7 2 (1.56%) Dell
7 2 (1.56%) HP
7 2 (1.56%) IBM
7 2 (1.56%) IFS
7 2 (1.56%) MobileIron
7 2 (1.56%) SAP
7 2 (1.56%) Veritas
8 1 (0.78%) Google