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 31 January 2026, with comparisons to the same periods in the previous two years.

6 months to
31 Jan 2026
Same period 2025 Same period 2024
Rank 5 7 16
Rank change year-on-year +2 +9 +1
Contract jobs citing Problem-Solving 144 140 96
As % of all contract jobs in Glasgow 20.93% 18.37% 10.50%
As % of the Processes & Methodologies category 24.45% 20.06% 11.39%
Number of daily rates quoted 85 97 67
10th Percentile £346 £277 £288
25th Percentile £382 £383 £400
Median daily rate (50th Percentile) £450 £438 £450
Median % change year-on-year +2.86% -2.78% -6.83%
75th Percentile £538 £490 £499
90th Percentile £633 £604 £580
Scotland median daily rate £450 £444 £475
% change year-on-year +1.29% -6.47% +0.53%
Number of hourly rates quoted 6 1 5
10th Percentile - - -
25th Percentile £16.17 £25.25 £16.50
Median hourly rate £20.00 £26.50 £18.00
Median % change year-on-year -24.53% +47.22% -44.62%
75th Percentile £27.96 £27.75 £19.50
90th Percentile £39.58 - -
Scotland median hourly rate £13.00 £23.53 £18.00
% change year-on-year -44.75% +30.71% +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 589 698 843
As % of all contract IT jobs advertised in Glasgow 85.61% 91.60% 92.23%
Number of daily rates quoted 368 423 553
10th Percentile £304 £313 £345
25th Percentile £400 £363 £411
Median daily rate (50th Percentile) £450 £450 £500
Median % change year-on-year - -10.00% +3.31%
75th Percentile £570 £550 £601
90th Percentile £639 £636 £700
Scotland median daily rate £463 £450 £487
% change year-on-year +2.78% -7.60% +2.53%
Number of hourly rates quoted 15 12 24
10th Percentile £14.09 £16.75 £11.50
25th Percentile £16.17 £18.88 £14.57
Median hourly rate £23.75 £24.17 £16.00
Median % change year-on-year -1.72% +51.03% +50.52%
75th Percentile £52.50 £36.50 £19.50
90th Percentile £61.74 £62.75 £75.00
Scotland median hourly rate £20.00 £23.59 £19.50
% change year-on-year -15.22% +20.97% +10.05%

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 31 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 31 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 7 (4.86%) Apache Spark
2 4 (2.78%) CMS
2 4 (2.78%) Confluence
3 2 (1.39%) Apache
3 2 (1.39%) Apache Airflow
4 1 (0.69%) ArcGIS
4 1 (0.69%) Camunda
4 1 (0.69%) CICS
4 1 (0.69%) SharePoint
4 1 (0.69%) WordPress
Applications
1 5 (3.47%) Microsoft Excel
2 4 (2.78%) Microsoft Project
3 2 (1.39%) Microsoft PowerPoint
4 1 (0.69%) Adobe Creative Suite
4 1 (0.69%) Adobe Illustrator
4 1 (0.69%) Chatbot
4 1 (0.69%) InDesign
4 1 (0.69%) MS Visio
4 1 (0.69%) Photoshop
Cloud Services
1 42 (29.17%) Azure
2 28 (19.44%) AWS
3 12 (8.33%) Snowflake
4 11 (7.64%) Serverless
5 7 (4.86%) Power Platform
6 5 (3.47%) Cloud Computing
6 5 (3.47%) Entra ID
7 4 (2.78%) Amazon SageMaker
7 4 (2.78%) Azure DevOps
7 4 (2.78%) GCP
7 4 (2.78%) OpenShift
8 3 (2.08%) Amazon EKS
8 3 (2.08%) Collibra
9 2 (1.39%) AWS CloudFormation
9 2 (1.39%) AWS Lambda
9 2 (1.39%) SaaS
9 2 (1.39%) Virtual Private Cloud
10 1 (0.69%) Amazon EC2
10 1 (0.69%) Amazon S3
10 1 (0.69%) AWS CloudTrail
Communications & Networking
1 12 (8.33%) WAN
2 5 (3.47%) SD-WAN
3 4 (2.78%) LAN
3 4 (2.78%) NAS
3 4 (2.78%) SAN
3 4 (2.78%) VPN
4 3 (2.08%) DNS
5 2 (1.39%) MPLS
5 2 (1.39%) Network Security
5 2 (1.39%) SDH
5 2 (1.39%) TCP/IP
6 1 (0.69%) DHCP
6 1 (0.69%) Firewall
Database & Business Intelligence
1 24 (16.67%) Relational Database
2 18 (12.50%) Data Warehouse
3 11 (7.64%) PostgreSQL
4 10 (6.94%) DB2
4 10 (6.94%) MongoDB
5 8 (5.56%) Big Data
6 7 (4.86%) Power BI
7 6 (4.17%) Data Lake
7 6 (4.17%) Hadoop
8 5 (3.47%) Tableau
9 4 (2.78%) Metadata
10 3 (2.08%) MySQL
10 3 (2.08%) NoSQL
10 3 (2.08%) Oracle Database
10 3 (2.08%) RDBMS
11 2 (1.39%) SQL Server
12 1 (0.69%) Amazon Redshift
12 1 (0.69%) Apache Cassandra
12 1 (0.69%) GIS
12 1 (0.69%) QlikView
Development Applications
1 15 (10.42%) Git
2 10 (6.94%) Jenkins
2 10 (6.94%) JUnit
3 7 (4.86%) JIRA
4 1 (0.69%) Bitbucket
4 1 (0.69%) Mockito
4 1 (0.69%) Sonatype Nexus
General
1 70 (48.61%) Social Skills
2 56 (38.89%) Finance
3 52 (36.11%) Analytical Skills
4 27 (18.75%) Banking
5 18 (12.50%) Investment Banking
6 17 (11.81%) Public Sector
7 8 (5.56%) Front Office
7 8 (5.56%) Legal
7 8 (5.56%) Organisational Skills
8 6 (4.17%) Financial Institution
8 6 (4.17%) Influencing Skills
9 3 (2.08%) Telecoms
10 2 (1.39%) Presentation Skills
10 2 (1.39%) Retail
11 1 (0.69%) Billing
11 1 (0.69%) Documentation Skills
11 1 (0.69%) French Language
11 1 (0.69%) Inclusion and Diversity
11 1 (0.69%) Marketing
11 1 (0.69%) Publishing
Job Titles
1 28 (19.44%) Developer
2 25 (17.36%) Analyst
3 17 (11.81%) Java Developer
4 14 (9.72%) Architect
5 13 (9.03%) Senior
6 10 (6.94%) Business Analyst
6 10 (6.94%) Data Analyst
6 10 (6.94%) Data Engineer
7 9 (6.25%) Automation Engineer
8 8 (5.56%) Investment Banking Java Developer
8 8 (5.56%) Python Engineer
8 8 (5.56%) SQL Developer
8 8 (5.56%) Sybase Developer
8 8 (5.56%) Windows Engineer
9 7 (4.86%) Lead
9 7 (4.86%) Platform Engineer
9 7 (4.86%) Security Engineer
10 6 (4.17%) Data Architect
10 6 (4.17%) Project Manager
10 6 (4.17%) Software Engineer
Libraries, Frameworks & Software Standards
1 18 (12.50%) Kafka
1 18 (12.50%) Spring
2 10 (6.94%) REST
2 10 (6.94%) Spring Boot
3 8 (5.56%) JMS
4 7 (4.86%) React
5 5 (3.47%) Hibernate
6 4 (2.78%) AngularJS
6 4 (2.78%) Ext JS
6 4 (2.78%) FastAPI
6 4 (2.78%) Loki
7 3 (2.08%) CSS
7 3 (2.08%) HTML
7 3 (2.08%) Model Context Protocol
7 3 (2.08%) Node.js
7 3 (2.08%) RabbitMQ
8 2 (1.39%) Elastic Stack
8 2 (1.39%) Flask
8 2 (1.39%) RESTful
8 2 (1.39%) SOAP
Miscellaneous
1 18 (12.50%) Cloud Native
2 16 (11.11%) Virtual Team
3 12 (8.33%) CMDB
3 12 (8.33%) Data Structures
4 11 (7.64%) Self-Motivation
5 10 (6.94%) Data Centre
5 10 (6.94%) Distributed Systems
6 9 (6.25%) Equities
7 8 (5.56%) Hybrid Cloud
8 6 (4.17%) Legacy Systems
8 6 (4.17%) Product Ownership
9 5 (3.47%) Driving Licence
9 5 (3.47%) Onboarding
10 3 (2.08%) Algorithms
10 3 (2.08%) Data Protection Act
10 3 (2.08%) Management Information System
10 3 (2.08%) PMI
10 3 (2.08%) Public Cloud
10 3 (2.08%) Reference Data
11 2 (1.39%) Foreign Exchange (FX)
Operating Systems
1 25 (17.36%) Windows
2 20 (13.89%) Linux
3 11 (7.64%) Unix
4 6 (4.17%) Windows Server
5 4 (2.78%) Mac OS
6 1 (0.69%) Red Hat Enterprise Linux
6 1 (0.69%) Windows Server 2019
Processes & Methodologies
1 46 (31.94%) Agile
2 33 (22.92%) CI/CD
3 30 (20.83%) DevOps
4 21 (14.58%) AI
5 20 (13.89%) Decision-Making
6 19 (13.19%) Migration
6 19 (13.19%) Performance Tuning
7 17 (11.81%) Data Modelling
7 17 (11.81%) ITIL
7 17 (11.81%) Machine Learning
7 17 (11.81%) Stakeholder Management
8 16 (11.11%) Analytics
8 16 (11.11%) SDLC
9 15 (10.42%) Data Architecture
10 13 (9.03%) Multithreading
10 13 (9.03%) Visualisation
11 12 (8.33%) Data Analysis
11 12 (8.33%) Infrastructure as Code
11 12 (8.33%) ITSM
11 12 (8.33%) Software Engineering
Programming Languages
1 53 (36.81%) Python
2 31 (21.53%) SQL
3 29 (20.14%) Java
4 16 (11.11%) PowerShell
5 10 (6.94%) Shell Script
6 6 (4.17%) JavaScript
7 5 (3.47%) Perl
8 4 (2.78%) Go
8 4 (2.78%) TypeScript
9 3 (2.08%) Bicep
10 1 (0.69%) Bash
10 1 (0.69%) C++
10 1 (0.69%) COBOL
10 1 (0.69%) Data Analysis Expressions
10 1 (0.69%) JCL
10 1 (0.69%) PHP
10 1 (0.69%) PL/SQL
10 1 (0.69%) Ruby
Qualifications
1 21 (14.58%) Degree
2 12 (8.33%) Security Cleared
3 6 (4.17%) ITIL Certification
3 6 (4.17%) SC Cleared
4 4 (2.78%) Azure Certification
4 4 (2.78%) Computer Science Degree
5 3 (2.08%) AWS Certification
5 3 (2.08%) BPSS Clearance
5 3 (2.08%) CompTIA CySA+
5 3 (2.08%) CompTIA Security+
5 3 (2.08%) PMI Certification
6 2 (1.39%) ITIL Foundation Certificate
7 1 (0.69%) AWS Certified Solutions Architect
7 1 (0.69%) CCIE
7 1 (0.69%) Cisco Certification
7 1 (0.69%) CISSP
7 1 (0.69%) Microsoft Certification
7 1 (0.69%) SSCP
Quality Assurance & Compliance
1 7 (4.86%) QA
2 6 (4.17%) Data Quality
3 4 (2.78%) Accessibility
4 3 (2.08%) GDPR
4 3 (2.08%) SLA
5 2 (1.39%) Sarbanes-Oxley
6 1 (0.69%) Disclosure Scotland
System Software
1 10 (6.94%) Docker
2 5 (3.47%) Active Directory
3 3 (2.08%) Virtual Machines
4 1 (0.69%) HDFS
4 1 (0.69%) VMware Infrastructure
4 1 (0.69%) vSphere
Systems Management
1 19 (13.19%) Kubernetes
2 14 (9.72%) Terraform
3 13 (9.03%) Ansible
4 7 (4.86%) Grafana
5 6 (4.17%) NetBackup
6 5 (3.47%) FortiGate
6 5 (3.47%) Prometheus
7 4 (2.78%) SCCM
8 3 (2.08%) Microsoft Intune
9 1 (0.69%) Kibana
9 1 (0.69%) logstash
Vendors
1 15 (10.42%) Microsoft
2 14 (9.72%) ServiceNow
3 11 (7.64%) Oracle
4 9 (6.25%) Greenplum
5 8 (5.56%) Cisco
5 8 (5.56%) Splunk
5 8 (5.56%) Sybase
6 7 (4.86%) Databricks
7 5 (3.47%) Palo Alto
8 4 (2.78%) Dell
8 4 (2.78%) Veritas
9 3 (2.08%) Canon
9 3 (2.08%) HP
10 2 (1.39%) Ab Initio
10 2 (1.39%) Aruba
10 2 (1.39%) IBM
10 2 (1.39%) IFS
10 2 (1.39%) MobileIron
11 1 (0.69%) TOWER Software
11 1 (0.69%) VMware