Problem-Solving Jobs in Glasgow

Problem Solving
Scotland > Glasgow

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Problem-Solving skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Problem-Solving over the 6 months to 20 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 34 21 8
Rank change year-on-year -13 -13 +12
Permanent jobs citing Problem-Solving 562 171 287
As % of all permanent jobs advertised in Glasgow 14.06% 11.05% 17.87%
As % of the Processes & Methodologies category 14.56% 11.48% 18.98%
Number of salaries quoted 145 88 150
10th Percentile £31,250 £32,500 £31,169
25th Percentile £36,750 £42,500 £36,250
Median annual salary (50th Percentile) £42,500 £50,000 £45,000
Median % change year-on-year -15.00% +11.11% -
75th Percentile £61,250 £65,375 £55,000
90th Percentile £82,500 £72,500 £65,000
Scotland median annual salary £45,000 £50,500 £52,500
% change year-on-year -10.89% -3.81% +16.67%

All Process and Methodology Skills
Glasgow

Problem-Solving is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 3,859 1,490 1,512
As % of all permanent jobs advertised in Glasgow 96.55% 96.32% 94.15%
Number of salaries quoted 826 637 822
10th Percentile £31,250 £32,500 £29,100
25th Percentile £41,250 £41,250 £37,575
Median annual salary (50th Percentile) £54,000 £55,000 £49,861
Median % change year-on-year -1.82% +10.31% +4.97%
75th Percentile £65,000 £69,649 £63,000
90th Percentile £80,000 £77,500 £74,875
Scotland median annual salary £52,500 £57,500 £55,000
% change year-on-year -8.70% +4.55% +15.61%

Problem-Solving
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Problem-Solving in Glasgow

Problem-Solving
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing Problem-Solving in Glasgow.

Salary trend for Problem-Solving in Glasgow

Problem-Solving
Salary Histogram in Glasgow

Salary distribution for jobs citing Problem-Solving in Glasgow over the 6 months to 20 May 2024.

Salary histogram for Problem-Solving in Glasgow

Problem-Solving
Co-occurring Skills and Capabilities in Glasgow 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
1 145 (25.80%) Apache Spark
2 69 (12.28%) Apache
3 18 (3.20%) Confluence
3 18 (3.20%) FileNet
4 17 (3.02%) Cloud Foundry
5 14 (2.49%) IIS
6 4 (0.71%) SharePoint
7 1 (0.18%) JBoss
7 1 (0.18%) Red Hat Fuse
Applications
1 7 (1.25%) Sketch
2 3 (0.53%) InVision
3 2 (0.36%) Microsoft Excel
3 2 (0.36%) Microsoft Office
4 1 (0.18%) Microsoft PowerPoint
4 1 (0.18%) MS Visio
4 1 (0.18%) Spreadsheet
Business Applications
1 11 (1.96%) Endur
2 4 (0.71%) Dynamics CRM
2 4 (0.71%) Dynamics NAV
Cloud Services
1 222 (39.50%) AWS
2 95 (16.90%) Azure
3 53 (9.43%) Cloud Computing
4 37 (6.58%) GCP
5 24 (4.27%) Microsoft 365
6 23 (4.09%) Amazon S3
7 15 (2.67%) BlazeMeter
8 9 (1.60%) Dynamics 365
9 8 (1.42%) Figma
9 8 (1.42%) Power Platform
10 5 (0.89%) SaaS
11 4 (0.71%) Azure DevOps
11 4 (0.71%) Entra ID
11 4 (0.71%) Heroku
11 4 (0.71%) Miro
12 3 (0.53%) Azure AKS
12 3 (0.53%) Azure API Management
12 3 (0.53%) Serverless
13 1 (0.18%) Amazon CloudWatch
13 1 (0.18%) Datadog
Communications & Networking
1 17 (3.02%) Kerberos
2 15 (2.67%) WAN
3 12 (2.14%) Firewall
4 8 (1.42%) SAN
5 7 (1.25%) NAS
5 7 (1.25%) Network Security
5 7 (1.25%) VoIP
6 6 (1.07%) VPN
7 5 (0.89%) Internet
7 5 (0.89%) IPsec
7 5 (0.89%) SNMP
8 4 (0.71%) Intrusion Detection
9 3 (0.53%) RS-232
9 3 (0.53%) TCP/IP
10 2 (0.36%) Wi-Fi
11 1 (0.18%) LAN
11 1 (0.18%) VLAN
11 1 (0.18%) Wireless
Database & Business Intelligence
1 171 (30.43%) NoSQL
2 122 (21.71%) Big Data
3 50 (8.90%) Hadoop
4 25 (4.45%) Elasticsearch
4 25 (4.45%) Relational Database
4 25 (4.45%) SQL Server
5 18 (3.20%) Apache Cassandra
6 17 (3.02%) Amazon Aurora
6 17 (3.02%) CockroachDB
6 17 (3.02%) MySQL
7 13 (2.31%) PostgreSQL
8 10 (1.78%) Flink
9 9 (1.60%) MongoDB
10 8 (1.42%) Power BI
11 6 (1.07%) Data Warehouse
12 5 (0.89%) Data Lake
13 3 (0.53%) BigQuery
13 3 (0.53%) Looker
13 3 (0.53%) Oracle Database
13 3 (0.53%) RDBMS
Development Applications
1 40 (7.12%) JIRA
2 28 (4.98%) Maven
3 26 (4.63%) JUnit
4 24 (4.27%) Jenkins
5 15 (2.67%) LabVIEW
6 14 (2.49%) GitLab
7 11 (1.96%) CircleCI
8 9 (1.60%) Cucumber
8 9 (1.60%) Cypress.io
8 9 (1.60%) Gradle
8 9 (1.60%) JMeter
9 8 (1.42%) Git
10 3 (0.53%) JDeveloper
11 1 (0.18%) Artifactory
11 1 (0.18%) IntelliJ
11 1 (0.18%) Team Foundation Server
General
1 394 (70.11%) Finance
2 372 (66.19%) Inclusion and Diversity
3 365 (64.95%) Law
4 209 (37.19%) Marketing
5 122 (21.71%) Social Skills
6 99 (17.62%) Legal
7 95 (16.90%) Analytical Skills
8 56 (9.96%) Banking
9 54 (9.61%) Influencing Skills
10 45 (8.01%) Investment Banking
11 21 (3.74%) Manufacturing
12 16 (2.85%) Electronics
12 16 (2.85%) Financial Institution
12 16 (2.85%) Publishing
13 15 (2.67%) Presentation Skills
14 11 (1.96%) Back Office
15 9 (1.60%) Private Banking
16 7 (1.25%) Retail
17 6 (1.07%) Public Sector
17 6 (1.07%) Telecoms
Job Titles
1 280 (49.82%) Software Engineer
2 193 (34.34%) Lead
2 193 (34.34%) Senior
3 156 (27.76%) Senior Software Engineer
4 155 (27.58%) Lead Software Engineer
5 110 (19.57%) Big Data Engineer
5 110 (19.57%) Big Data Software Engineer
6 101 (17.97%) Scala Engineer
6 101 (17.97%) Scala Software Engineer
7 100 (17.79%) Java Engineer
7 100 (17.79%) Java Software Engineer
8 89 (15.84%) AWS Engineer
8 89 (15.84%) AWS Software Engineer
9 79 (14.06%) Senior Java Engineer
9 79 (14.06%) Senior Java Software Engineer
10 78 (13.88%) Lead Java Engineer
11 57 (10.14%) Java Scala Software Engineer
12 51 (9.07%) Senior Big Data Engineer
12 51 (9.07%) Senior Scala Engineer
12 51 (9.07%) Senior Scala Software Engineer
Libraries, Frameworks & Software Standards
1 92 (16.37%) Spring
2 69 (12.28%) React
3 46 (8.19%) Spring Boot
4 39 (6.94%) AngularJS
5 37 (6.58%) Kafka
6 35 (6.23%) GraphQL
7 34 (6.05%) PySpark
8 32 (5.69%) REST
9 29 (5.16%) Node.js
10 27 (4.80%) HTML
11 24 (4.27%) OAuth
12 23 (4.09%) CSS
12 23 (4.09%) JSON
13 21 (3.74%) Twitter Bootstrap
14 19 (3.38%) Hibernate
15 18 (3.20%) J2EE
15 18 (3.20%) JMS
15 18 (3.20%) jQuery
15 18 (3.20%) Spring Integration
16 13 (2.31%) .NET
Miscellaneous
1 84 (14.95%) Cloud Native
2 51 (9.07%) Onboarding
3 47 (8.36%) Public Cloud
4 46 (8.19%) Algorithms
5 38 (6.76%) Product Ownership
6 20 (3.56%) Enterprise Software
7 15 (2.67%) Distributed Applications
7 15 (2.67%) Management Information System
8 14 (2.49%) Clustering
9 10 (1.78%) Distributed Systems
10 9 (1.60%) Driving Licence
10 9 (1.60%) Market Risk
11 8 (1.42%) Data Centre
11 8 (1.42%) Virtual Team
12 7 (1.25%) Derivative
12 7 (1.25%) Hedge funds
12 7 (1.25%) Interest Rate Derivative
12 7 (1.25%) Legacy Systems
12 7 (1.25%) Mobile App
12 7 (1.25%) Reference Data
Operating Systems
1 22 (3.91%) Windows
2 16 (2.85%) Linux
3 11 (1.96%) Unix
4 10 (1.78%) Windows Server
5 6 (1.07%) Android
6 5 (0.89%) Data ONTAP
7 4 (0.71%) AIX
7 4 (0.71%) Apple iOS
8 3 (0.53%) Windows Server 2012
9 1 (0.18%) Red Hat Enterprise Linux
9 1 (0.18%) Ubuntu
9 1 (0.18%) Windows 10
9 1 (0.18%) Windows Server 2016
9 1 (0.18%) Windows Server 2019
Processes & Methodologies
1 376 (66.90%) Agile
2 316 (56.23%) Software Engineering
3 291 (51.78%) SDLC
4 267 (47.51%) Operational Stability
5 195 (34.70%) Artificial Intelligence
5 195 (34.70%) Decision-Making
5 195 (34.70%) Machine Learning
6 170 (30.25%) CI/CD
7 155 (27.58%) Tech Ops
8 124 (22.06%) Risk Management
9 121 (21.53%) Continuous Improvement
10 80 (14.23%) ETL
11 76 (13.52%) Microservices
12 68 (12.10%) Computer Science
13 62 (11.03%) Community of Practice
14 55 (9.79%) IT Strategy
15 53 (9.43%) Visualisation
16 51 (9.07%) Performance Tuning
17 50 (8.90%) Scrum
18 47 (8.36%) Data Analysis
Programming Languages
1 283 (50.36%) Java
2 254 (45.20%) SQL
3 162 (28.83%) Python
4 101 (17.97%) Scala
5 58 (10.32%) JavaScript
6 40 (7.12%) C#
7 24 (4.27%) C++
8 21 (3.74%) TypeScript
9 19 (3.38%) C
10 16 (2.85%) T-SQL
11 15 (2.67%) Groovy
12 11 (1.96%) Shell Script
13 9 (1.60%) Kotlin
14 7 (1.25%) Bash
15 4 (0.71%) Go
15 4 (0.71%) PowerShell
15 4 (0.71%) Swift
15 4 (0.71%) VB
16 3 (0.53%) R
16 3 (0.53%) Ruby
Qualifications
1 91 (16.19%) Degree
2 42 (7.47%) Security Cleared
3 28 (4.98%) SC Cleared
4 13 (2.31%) Master's Degree
5 9 (1.60%) Computer Science Degree
6 7 (1.25%) CISM
6 7 (1.25%) CISSP
7 6 (1.07%) AWS Certified Cloud Practitioner
7 6 (1.07%) PhD
8 5 (0.89%) DBS Check
9 4 (0.71%) PMI Certification
10 3 (0.53%) Azure Certification
11 2 (0.36%) ACCA
11 2 (0.36%) Microsoft Certification
11 2 (0.36%) PMP
12 1 (0.18%) CBAP
12 1 (0.18%) CCNA
12 1 (0.18%) Cisco Certification
12 1 (0.18%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 36 (6.41%) QA
2 34 (6.05%) Data Quality
3 9 (1.60%) Accessibility
4 8 (1.42%) NIST
5 7 (1.25%) WCAG
6 5 (0.89%) GDPR
7 4 (0.71%) ISO/IEC 27001
7 4 (0.71%) SOC 2
8 2 (0.36%) NCSC
9 1 (0.18%) SLA
System Software
1 17 (3.02%) VMware Infrastructure
2 16 (2.85%) Active Directory
3 14 (2.49%) VMware NSX
4 12 (2.14%) Docker
5 4 (0.71%) vSphere
6 1 (0.18%) VMware ESXi
Systems Management
1 60 (10.68%) Kubernetes
2 46 (8.19%) Terraform
3 10 (1.78%) Ansible
4 7 (1.25%) Grafana
4 7 (1.25%) ZABBIX
5 6 (1.07%) Prometheus
6 5 (0.89%) vCenter Server
7 2 (0.36%) Microsoft Intune
7 2 (0.36%) SCCM
Vendors
1 56 (9.96%) Databricks
2 38 (6.76%) Microsoft
3 34 (6.05%) Oracle
4 29 (5.16%) VMware
5 21 (3.74%) Google
6 11 (1.96%) OpenLink
7 10 (1.78%) Cisco
8 9 (1.60%) TOWER Software
9 7 (1.25%) Mitel
10 6 (1.07%) Dynatrace
10 6 (1.07%) Splunk
11 5 (0.89%) NetApp
11 5 (0.89%) Palo Alto
11 5 (0.89%) Red Hat
11 5 (0.89%) SolidFire
12 2 (0.36%) Citrix
12 2 (0.36%) MuleSoft
13 1 (0.18%) Meraki
13 1 (0.18%) Salesforce
13 1 (0.18%) ServiceNow