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 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 33 23 8
Rank change year-on-year -10 -15 +14
Permanent jobs citing Problem-Solving 564 162 291
As % of all permanent jobs advertised in Glasgow 14.27% 10.33% 18.11%
As % of the Processes & Methodologies category 14.76% 10.75% 19.20%
Number of salaries quoted 150 83 155
10th Percentile £31,250 £32,500 £30,177
25th Percentile £36,750 £42,500 £36,250
Median annual salary (50th Percentile) £42,500 £50,500 £44,500
Median % change year-on-year -15.84% +13.48% -1.11%
75th Percentile £61,250 £67,500 £55,000
90th Percentile £79,125 £72,500 £65,000
Scotland median annual salary £45,543 £55,000 £50,000
% change year-on-year -17.19% +10.00% +11.11%

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 3,821 1,507 1,516
As % of all permanent jobs advertised in Glasgow 96.69% 96.05% 94.34%
Number of salaries quoted 814 664 855
10th Percentile £31,250 £31,698 £28,750
25th Percentile £41,250 £41,250 £36,250
Median annual salary (50th Percentile) £53,886 £55,000 £48,500
Median % change year-on-year -2.03% +13.40% +2.11%
75th Percentile £65,000 £70,000 £62,500
90th Percentile £77,500 £78,375 £75,000
Scotland median annual salary £52,500 £57,905 £52,500
% change year-on-year -9.33% +10.30% +5.00%

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 27 April 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 (25.71%) Apache Spark
2 69 (12.23%) Apache
3 21 (3.72%) IIS
4 18 (3.19%) Confluence
4 18 (3.19%) FileNet
5 17 (3.01%) Cloud Foundry
6 4 (0.71%) SharePoint
7 2 (0.35%) JBoss
7 2 (0.35%) Red Hat Fuse
Applications
1 7 (1.24%) 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 (1.95%) Endur
2 4 (0.71%) Dynamics CRM
2 4 (0.71%) Dynamics NAV
Cloud Services
1 223 (39.54%) AWS
2 101 (17.91%) Azure
3 55 (9.75%) Cloud Computing
4 36 (6.38%) GCP
5 24 (4.26%) Microsoft 365
6 23 (4.08%) Amazon S3
7 15 (2.66%) BlazeMeter
8 9 (1.60%) Dynamics 365
9 8 (1.42%) Figma
10 7 (1.24%) Power Platform
11 6 (1.06%) SaaS
12 5 (0.89%) Serverless
13 4 (0.71%) Azure DevOps
13 4 (0.71%) Entra ID
13 4 (0.71%) Heroku
13 4 (0.71%) Miro
14 3 (0.53%) Azure AKS
14 3 (0.53%) Azure API Management
15 1 (0.18%) OCI
15 1 (0.18%) Snowflake
Communications & Networking
1 21 (3.72%) WAN
2 17 (3.01%) Kerberos
3 11 (1.95%) Firewall
4 7 (1.24%) NAS
4 7 (1.24%) SAN
4 7 (1.24%) VoIP
5 6 (1.06%) Network Security
6 5 (0.89%) Internet
6 5 (0.89%) IPsec
6 5 (0.89%) SNMP
6 5 (0.89%) VPN
7 4 (0.71%) Intrusion Detection
8 2 (0.35%) Wi-Fi
9 1 (0.18%) VLAN
Database & Business Intelligence
1 174 (30.85%) NoSQL
2 122 (21.63%) Big Data
3 50 (8.87%) Hadoop
4 32 (5.67%) SQL Server
5 25 (4.43%) Relational Database
6 23 (4.08%) Elasticsearch
7 18 (3.19%) Apache Cassandra
8 17 (3.01%) Amazon Aurora
8 17 (3.01%) CockroachDB
8 17 (3.01%) MySQL
9 14 (2.48%) PostgreSQL
10 10 (1.77%) Flink
11 9 (1.60%) MongoDB
12 7 (1.24%) Power BI
13 5 (0.89%) Data Lake
13 5 (0.89%) Data Warehouse
14 4 (0.71%) Oracle Database
15 3 (0.53%) BigQuery
15 3 (0.53%) Looker
15 3 (0.53%) RDBMS
Development Applications
1 40 (7.09%) JIRA
2 26 (4.61%) JUnit
3 24 (4.26%) Jenkins
3 24 (4.26%) Maven
4 15 (2.66%) LabVIEW
5 14 (2.48%) GitLab
6 11 (1.95%) CircleCI
7 10 (1.77%) Git
8 9 (1.60%) Cucumber
8 9 (1.60%) Cypress.io
8 9 (1.60%) Gradle
8 9 (1.60%) JMeter
9 3 (0.53%) JDeveloper
10 2 (0.35%) IntelliJ
11 1 (0.18%) Artifactory
11 1 (0.18%) Team Foundation Server
General
1 388 (68.79%) Finance
2 365 (64.72%) Inclusion and Diversity
3 361 (64.01%) Law
4 206 (36.52%) Marketing
5 124 (21.99%) Social Skills
6 100 (17.73%) Legal
7 97 (17.20%) Analytical Skills
8 55 (9.75%) Banking
9 53 (9.40%) Influencing Skills
10 45 (7.98%) Investment Banking
11 17 (3.01%) Manufacturing
12 16 (2.84%) Electronics
12 16 (2.84%) Financial Institution
12 16 (2.84%) Publishing
13 14 (2.48%) Presentation Skills
14 11 (1.95%) Back Office
15 8 (1.42%) Private Banking
16 7 (1.24%) Public Sector
16 7 (1.24%) Retail
17 6 (1.06%) Telecoms
Job Titles
1 281 (49.82%) Software Engineer
2 198 (35.11%) Senior
3 187 (33.16%) Lead
4 155 (27.48%) Senior Software Engineer
5 151 (26.77%) Lead Software Engineer
6 110 (19.50%) Big Data Engineer
6 110 (19.50%) Big Data Software Engineer
7 101 (17.91%) Scala Engineer
7 101 (17.91%) Scala Software Engineer
8 100 (17.73%) Java Engineer
8 100 (17.73%) Java Software Engineer
9 89 (15.78%) AWS Engineer
9 89 (15.78%) AWS Software Engineer
10 77 (13.65%) Senior Java Engineer
10 77 (13.65%) Senior Java Software Engineer
11 75 (13.30%) Lead Java Engineer
12 57 (10.11%) Java Scala Software Engineer
13 51 (9.04%) Senior Big Data Engineer
13 51 (9.04%) Senior Scala Engineer
13 51 (9.04%) Senior Scala Software Engineer
Libraries, Frameworks & Software Standards
1 93 (16.49%) Spring
2 70 (12.41%) React
3 46 (8.16%) Spring Boot
4 40 (7.09%) AngularJS
5 37 (6.56%) REST
6 35 (6.21%) GraphQL
6 35 (6.21%) Kafka
7 34 (6.03%) PySpark
8 27 (4.79%) HTML
8 27 (4.79%) Node.js
9 24 (4.26%) JSON
9 24 (4.26%) OAuth
10 23 (4.08%) CSS
11 21 (3.72%) Twitter Bootstrap
12 20 (3.55%) Hibernate
12 20 (3.55%) J2EE
13 18 (3.19%) JMS
13 18 (3.19%) jQuery
13 18 (3.19%) Spring Integration
14 13 (2.30%) RESTful
Miscellaneous
1 82 (14.54%) Cloud Native
2 52 (9.22%) Onboarding
3 48 (8.51%) Public Cloud
4 46 (8.16%) Algorithms
5 40 (7.09%) Product Ownership
6 21 (3.72%) Clustering
7 18 (3.19%) Enterprise Software
8 15 (2.66%) Distributed Applications
9 14 (2.48%) Management Information System
10 13 (2.30%) Distributed Systems
11 9 (1.60%) Driving Licence
11 9 (1.60%) Market Risk
12 8 (1.42%) Virtual Team
13 7 (1.24%) Data Centre
13 7 (1.24%) Fixed Income
13 7 (1.24%) Foreign Exchange (FX)
13 7 (1.24%) Hedge funds
13 7 (1.24%) Legacy Systems
13 7 (1.24%) Mobile App
13 7 (1.24%) Reference Data
Operating Systems
1 19 (3.37%) Windows
2 12 (2.13%) Linux
2 12 (2.13%) Unix
3 10 (1.77%) Windows Server
4 7 (1.24%) Android
5 5 (0.89%) Apple iOS
5 5 (0.89%) Data ONTAP
6 4 (0.71%) AIX
7 3 (0.53%) Windows Server 2012
8 1 (0.18%) Mac OS
8 1 (0.18%) Windows 10
8 1 (0.18%) Windows Server 2016
8 1 (0.18%) Windows Server 2019
Processes & Methodologies
1 370 (65.60%) Agile
2 317 (56.21%) Software Engineering
3 286 (50.71%) SDLC
4 263 (46.63%) Operational Stability
5 190 (33.69%) Artificial Intelligence
5 190 (33.69%) Machine Learning
6 189 (33.51%) Decision-Making
7 171 (30.32%) CI/CD
8 151 (26.77%) Tech Ops
9 124 (21.99%) Risk Management
10 114 (20.21%) Continuous Improvement
11 81 (14.36%) Microservices
12 80 (14.18%) ETL
13 66 (11.70%) Computer Science
14 62 (10.99%) Community of Practice
15 57 (10.11%) IT Strategy
16 53 (9.40%) Visualisation
17 51 (9.04%) Performance Tuning
18 50 (8.87%) Scrum
19 49 (8.69%) Technology Strategy
Programming Languages
1 286 (50.71%) Java
2 260 (46.10%) SQL
3 159 (28.19%) Python
4 101 (17.91%) Scala
5 59 (10.46%) JavaScript
6 42 (7.45%) C#
7 21 (3.72%) C++
8 20 (3.55%) TypeScript
9 19 (3.37%) C
10 16 (2.84%) T-SQL
11 15 (2.66%) Groovy
12 11 (1.95%) Shell Script
13 9 (1.60%) Kotlin
14 6 (1.06%) Ruby
15 5 (0.89%) Bash
16 4 (0.71%) Go
16 4 (0.71%) Perl
16 4 (0.71%) PowerShell
16 4 (0.71%) Swift
16 4 (0.71%) VB
Qualifications
1 87 (15.43%) Degree
2 53 (9.40%) Security Cleared
3 35 (6.21%) SC Cleared
4 12 (2.13%) Master's Degree
5 7 (1.24%) CISM
5 7 (1.24%) CISSP
5 7 (1.24%) Computer Science Degree
6 6 (1.06%) AWS Certified Cloud Practitioner
6 6 (1.06%) PhD
7 5 (0.89%) DBS Check
8 3 (0.53%) Azure Certification
9 2 (0.35%) Microsoft Certification
9 2 (0.35%) PMI Certification
9 2 (0.35%) PMP
10 1 (0.18%) CCNA
10 1 (0.18%) Cisco Certification
10 1 (0.18%) DV Cleared
10 1 (0.18%) ITIL Foundation Certificate
10 1 (0.18%) OCA
10 1 (0.18%) Oracle Certification
Quality Assurance & Compliance
1 34 (6.03%) Data Quality
1 34 (6.03%) QA
2 9 (1.60%) Accessibility
3 8 (1.42%) NIST
4 7 (1.24%) WCAG
5 5 (0.89%) GDPR
6 4 (0.71%) ISO/IEC 27001
6 4 (0.71%) SOC 2
7 2 (0.35%) NCSC
7 2 (0.35%) SLA
System Software
1 21 (3.72%) VMware NSX
2 20 (3.55%) VMware Infrastructure
3 16 (2.84%) Active Directory
4 9 (1.60%) Docker
5 4 (0.71%) vSphere
6 1 (0.18%) Oracle RAC
Systems Management
1 58 (10.28%) Kubernetes
2 45 (7.98%) Terraform
3 10 (1.77%) Ansible
4 7 (1.24%) Grafana
4 7 (1.24%) ZABBIX
5 6 (1.06%) Prometheus
6 5 (0.89%) vCenter Server
7 3 (0.53%) SCCM
8 2 (0.35%) Microsoft Intune
9 1 (0.18%) Data Guard
9 1 (0.18%) Oracle Enterprise Manager
Vendors
1 56 (9.93%) Databricks
2 47 (8.33%) Microsoft
3 35 (6.21%) VMware
4 33 (5.85%) Oracle
5 20 (3.55%) Google
6 11 (1.95%) OpenLink
7 10 (1.77%) Cisco
8 9 (1.60%) TOWER Software
9 7 (1.24%) Mitel
10 6 (1.06%) Dynatrace
10 6 (1.06%) 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 (0.35%) Citrix
13 1 (0.18%) ForgeRock
13 1 (0.18%) Meraki
13 1 (0.18%) Salesforce
13 1 (0.18%) ServiceNow