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 7 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
7 May 2024
Same period 2023 Same period 2022
Rank 32 22 8
Rank change year-on-year -10 -14 +14
Permanent jobs citing Problem-Solving 569 168 289
As % of all permanent jobs advertised in Glasgow 14.30% 10.87% 18.02%
As % of the Processes & Methodologies category 14.80% 11.31% 19.16%
Number of salaries quoted 151 89 151
10th Percentile £31,250 £32,500 £31,500
25th Percentile £36,750 £42,500 £36,250
Median annual salary (50th Percentile) £42,500 £50,500 £45,000
Median % change year-on-year -15.84% +12.22% -
75th Percentile £61,250 £67,500 £55,000
90th Percentile £78,750 £72,500 £65,000
Scotland median annual salary £45,000 £52,500 £50,300
% change year-on-year -14.29% +4.37% +11.78%

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 3,844 1,486 1,508
As % of all permanent jobs advertised in Glasgow 96.63% 96.12% 94.01%
Number of salaries quoted 819 644 824
10th Percentile £31,250 £32,500 £28,750
25th Percentile £41,250 £41,250 £37,125
Median annual salary (50th Percentile) £54,000 £55,000 £48,000
Median % change year-on-year -1.82% +14.58% +1.05%
75th Percentile £65,000 £70,000 £62,500
90th Percentile £78,750 £77,500 £74,347
Scotland median annual salary £52,500 £57,500 £53,000
% change year-on-year -8.70% +8.49% +8.16%

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 7 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 (25.48%) Apache Spark
2 69 (12.13%) Apache
3 19 (3.34%) IIS
4 18 (3.16%) Confluence
4 18 (3.16%) FileNet
5 17 (2.99%) Cloud Foundry
6 4 (0.70%) SharePoint
7 2 (0.35%) JBoss
7 2 (0.35%) Red Hat Fuse
Applications
1 7 (1.23%) Sketch
2 3 (0.53%) InVision
3 2 (0.35%) Microsoft Excel
3 2 (0.35%) Microsoft Office
4 1 (0.18%) Microsoft PowerPoint
4 1 (0.18%) MS Visio
4 1 (0.18%) Spreadsheet
Business Applications
1 11 (1.93%) Endur
2 4 (0.70%) Dynamics CRM
2 4 (0.70%) Dynamics NAV
Cloud Services
1 224 (39.37%) AWS
2 99 (17.40%) Azure
3 55 (9.67%) Cloud Computing
4 36 (6.33%) GCP
5 24 (4.22%) Microsoft 365
6 23 (4.04%) Amazon S3
7 15 (2.64%) BlazeMeter
8 9 (1.58%) Dynamics 365
9 8 (1.41%) Figma
10 7 (1.23%) Power Platform
11 6 (1.05%) SaaS
12 5 (0.88%) Serverless
13 4 (0.70%) Azure DevOps
13 4 (0.70%) Entra ID
13 4 (0.70%) Heroku
13 4 (0.70%) Miro
14 3 (0.53%) Azure AKS
14 3 (0.53%) Azure API Management
15 1 (0.18%) Azure Sentinel
15 1 (0.18%) OCI
Communications & Networking
1 20 (3.51%) WAN
2 17 (2.99%) Kerberos
3 12 (2.11%) Firewall
4 8 (1.41%) SAN
5 7 (1.23%) NAS
5 7 (1.23%) Network Security
5 7 (1.23%) VoIP
6 6 (1.05%) VPN
7 5 (0.88%) Internet
7 5 (0.88%) IPsec
7 5 (0.88%) SNMP
8 4 (0.70%) Intrusion Detection
9 2 (0.35%) RS-232
9 2 (0.35%) TCP/IP
9 2 (0.35%) Wi-Fi
10 1 (0.18%) LAN
10 1 (0.18%) VLAN
10 1 (0.18%) Wireless
Database & Business Intelligence
1 174 (30.58%) NoSQL
2 122 (21.44%) Big Data
3 50 (8.79%) Hadoop
4 30 (5.27%) SQL Server
5 25 (4.39%) Elasticsearch
5 25 (4.39%) Relational Database
6 18 (3.16%) Apache Cassandra
7 17 (2.99%) Amazon Aurora
7 17 (2.99%) CockroachDB
7 17 (2.99%) MySQL
8 14 (2.46%) PostgreSQL
9 10 (1.76%) Flink
10 9 (1.58%) MongoDB
11 7 (1.23%) Power BI
12 5 (0.88%) Data Lake
12 5 (0.88%) Data Warehouse
13 4 (0.70%) Oracle Database
14 3 (0.53%) BigQuery
14 3 (0.53%) Looker
14 3 (0.53%) RDBMS
Development Applications
1 40 (7.03%) JIRA
2 26 (4.57%) JUnit
2 26 (4.57%) Maven
3 24 (4.22%) Jenkins
4 15 (2.64%) LabVIEW
5 14 (2.46%) GitLab
6 11 (1.93%) CircleCI
7 10 (1.76%) Git
8 9 (1.58%) Cucumber
8 9 (1.58%) Cypress.io
8 9 (1.58%) Gradle
8 9 (1.58%) JMeter
9 3 (0.53%) JDeveloper
10 2 (0.35%) IntelliJ
11 1 (0.18%) Artifactory
11 1 (0.18%) Team Foundation Server
General
1 392 (68.89%) Finance
2 371 (65.20%) Inclusion and Diversity
3 365 (64.15%) Law
4 209 (36.73%) Marketing
5 124 (21.79%) Social Skills
6 100 (17.57%) Legal
7 97 (17.05%) Analytical Skills
8 56 (9.84%) Banking
9 54 (9.49%) Influencing Skills
10 45 (7.91%) Investment Banking
11 19 (3.34%) Manufacturing
12 16 (2.81%) Electronics
12 16 (2.81%) Financial Institution
12 16 (2.81%) Publishing
13 14 (2.46%) Presentation Skills
14 11 (1.93%) Back Office
15 9 (1.58%) Private Banking
16 7 (1.23%) Public Sector
16 7 (1.23%) Retail
17 6 (1.05%) Telecoms
Job Titles
1 284 (49.91%) Software Engineer
2 198 (34.80%) Senior
3 192 (33.74%) Lead
4 158 (27.77%) Senior Software Engineer
5 155 (27.24%) Lead Software Engineer
6 110 (19.33%) Big Data Engineer
6 110 (19.33%) Big Data Software Engineer
7 103 (18.10%) Java Engineer
7 103 (18.10%) Java Software Engineer
8 101 (17.75%) Scala Engineer
8 101 (17.75%) Scala Software Engineer
9 89 (15.64%) AWS Engineer
9 89 (15.64%) AWS Software Engineer
10 80 (14.06%) Senior Java Engineer
10 80 (14.06%) Senior Java Software Engineer
11 78 (13.71%) Lead Java Engineer
12 57 (10.02%) Java Scala Software Engineer
13 51 (8.96%) Lead Big Data Engineer
13 51 (8.96%) Senior Big Data Engineer
13 51 (8.96%) Senior Scala Software Engineer
Libraries, Frameworks & Software Standards
1 94 (16.52%) Spring
2 71 (12.48%) React
3 47 (8.26%) Spring Boot
4 40 (7.03%) AngularJS
5 37 (6.50%) Kafka
6 35 (6.15%) GraphQL
6 35 (6.15%) REST
7 34 (5.98%) PySpark
8 27 (4.75%) HTML
8 27 (4.75%) Node.js
9 24 (4.22%) JSON
9 24 (4.22%) OAuth
10 23 (4.04%) CSS
11 21 (3.69%) Twitter Bootstrap
12 20 (3.51%) Hibernate
12 20 (3.51%) J2EE
13 18 (3.16%) JMS
13 18 (3.16%) jQuery
13 18 (3.16%) Spring Integration
14 13 (2.28%) .NET
Miscellaneous
1 84 (14.76%) Cloud Native
2 52 (9.14%) Onboarding
3 50 (8.79%) Public Cloud
4 46 (8.08%) Algorithms
5 39 (6.85%) Product Ownership
6 19 (3.34%) Clustering
7 18 (3.16%) Enterprise Software
8 15 (2.64%) Distributed Applications
8 15 (2.64%) Management Information System
9 13 (2.28%) Distributed Systems
10 9 (1.58%) Driving Licence
10 9 (1.58%) Market Risk
11 8 (1.41%) Virtual Team
12 7 (1.23%) Data Centre
12 7 (1.23%) Fixed Income
12 7 (1.23%) Foreign Exchange (FX)
12 7 (1.23%) Hedge funds
12 7 (1.23%) Legacy Systems
12 7 (1.23%) Mobile App
12 7 (1.23%) Reference Data
Operating Systems
1 20 (3.51%) Windows
2 13 (2.28%) Linux
3 12 (2.11%) Unix
4 10 (1.76%) Windows Server
5 6 (1.05%) Android
6 5 (0.88%) Data ONTAP
7 4 (0.70%) AIX
7 4 (0.70%) Apple iOS
8 3 (0.53%) Windows Server 2012
9 1 (0.18%) Windows 10
9 1 (0.18%) Windows Server 2016
9 1 (0.18%) Windows Server 2019
Processes & Methodologies
1 376 (66.08%) Agile
2 320 (56.24%) Software Engineering
3 291 (51.14%) SDLC
4 267 (46.92%) Operational Stability
5 193 (33.92%) Artificial Intelligence
5 193 (33.92%) Decision-Making
5 193 (33.92%) Machine Learning
6 172 (30.23%) CI/CD
7 155 (27.24%) Tech Ops
8 124 (21.79%) Risk Management
9 118 (20.74%) Continuous Improvement
10 80 (14.06%) ETL
10 80 (14.06%) Microservices
11 67 (11.78%) Computer Science
12 62 (10.90%) Community of Practice
13 57 (10.02%) IT Strategy
14 53 (9.31%) Visualisation
15 51 (8.96%) Performance Tuning
16 50 (8.79%) Scrum
17 49 (8.61%) Technology Strategy
Programming Languages
1 288 (50.62%) Java
2 259 (45.52%) SQL
3 161 (28.30%) Python
4 101 (17.75%) Scala
5 59 (10.37%) JavaScript
6 42 (7.38%) C#
7 22 (3.87%) C++
8 21 (3.69%) TypeScript
9 19 (3.34%) C
10 16 (2.81%) T-SQL
11 15 (2.64%) Groovy
12 11 (1.93%) Shell Script
13 9 (1.58%) Kotlin
14 6 (1.05%) Bash
14 6 (1.05%) Ruby
15 4 (0.70%) Go
15 4 (0.70%) Perl
15 4 (0.70%) PowerShell
15 4 (0.70%) Swift
15 4 (0.70%) VB
Qualifications
1 88 (15.47%) Degree
2 51 (8.96%) Security Cleared
3 33 (5.80%) SC Cleared
4 12 (2.11%) Master's Degree
5 8 (1.41%) Computer Science Degree
6 7 (1.23%) CISM
6 7 (1.23%) CISSP
7 6 (1.05%) AWS Certified Cloud Practitioner
7 6 (1.05%) PhD
8 5 (0.88%) DBS Check
9 3 (0.53%) Azure Certification
10 2 (0.35%) Microsoft Certification
10 2 (0.35%) PMI Certification
10 2 (0.35%) PMP
11 1 (0.18%) CCNA
11 1 (0.18%) Cisco Certification
11 1 (0.18%) DV Cleared
11 1 (0.18%) ITIL Foundation Certificate
11 1 (0.18%) OCA
11 1 (0.18%) Oracle Certification
Quality Assurance & Compliance
1 34 (5.98%) Data Quality
1 34 (5.98%) QA
2 9 (1.58%) Accessibility
3 8 (1.41%) NIST
4 7 (1.23%) WCAG
5 5 (0.88%) GDPR
6 4 (0.70%) ISO/IEC 27001
6 4 (0.70%) SOC 2
7 2 (0.35%) NCSC
8 1 (0.18%) SLA
System Software
1 19 (3.34%) VMware Infrastructure
1 19 (3.34%) VMware NSX
2 16 (2.81%) Active Directory
3 10 (1.76%) Docker
4 4 (0.70%) vSphere
5 1 (0.18%) Oracle RAC
5 1 (0.18%) VMware ESXi
Systems Management
1 60 (10.54%) Kubernetes
2 45 (7.91%) Terraform
3 10 (1.76%) Ansible
4 7 (1.23%) Grafana
4 7 (1.23%) ZABBIX
5 6 (1.05%) Prometheus
6 5 (0.88%) vCenter Server
7 2 (0.35%) Microsoft Intune
7 2 (0.35%) SCCM
8 1 (0.18%) Data Guard
8 1 (0.18%) Oracle Enterprise Manager
Vendors
1 56 (9.84%) Databricks
2 44 (7.73%) Microsoft
3 35 (6.15%) Oracle
4 34 (5.98%) VMware
5 20 (3.51%) Google
6 11 (1.93%) OpenLink
7 10 (1.76%) Cisco
8 9 (1.58%) TOWER Software
9 7 (1.23%) Mitel
10 6 (1.05%) Dynatrace
10 6 (1.05%) Splunk
11 5 (0.88%) NetApp
11 5 (0.88%) Palo Alto
11 5 (0.88%) Red Hat
11 5 (0.88%) SolidFire
12 2 (0.35%) Citrix
13 1 (0.18%) ForgeRock
13 1 (0.18%) Meraki
13 1 (0.18%) Salesforce
13 1 (0.18%) ServiceNow