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

6 months to
23 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 560 170 289
As % of all permanent jobs advertised in Glasgow 13.97% 11.01% 18.04%
As % of the Processes & Methodologies category 14.48% 11.42% 19.15%
Number of salaries quoted 145 86 153
10th Percentile £31,250 £32,500 £31,250
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 £65,000 £55,000
90th Percentile £82,500 £72,500 £65,000
Scotland median annual salary £45,000 £50,250 £52,500
% change year-on-year -10.45% -4.29% +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 3,867 1,488 1,509
As % of all permanent jobs advertised in Glasgow 96.43% 96.37% 94.19%
Number of salaries quoted 833 630 822
10th Percentile £31,250 £32,500 £30,000
25th Percentile £41,250 £41,375 £38,031
Median annual salary (50th Percentile) £54,000 £55,000 £49,963
Median % change year-on-year -1.82% +10.08% +5.18%
75th Percentile £65,000 £69,649 £65,000
90th Percentile £80,000 £77,500 £75,000
Scotland median annual salary £52,500 £57,500 £55,000
% change year-on-year -8.70% +4.55% +15.79%

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 23 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 (25.89%) Apache Spark
2 69 (12.32%) Apache
3 18 (3.21%) FileNet
4 17 (3.04%) Cloud Foundry
4 17 (3.04%) Confluence
5 14 (2.50%) 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 (0.54%) 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 (39.64%) AWS
2 95 (16.96%) Azure
3 53 (9.46%) Cloud Computing
4 37 (6.61%) GCP
5 24 (4.29%) Microsoft 365
6 23 (4.11%) Amazon S3
7 15 (2.68%) BlazeMeter
8 9 (1.61%) Dynamics 365
8 9 (1.61%) Power Platform
9 8 (1.43%) Figma
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 (0.54%) Azure AKS
12 3 (0.54%) Azure API Management
13 2 (0.36%) Serverless
14 1 (0.18%) Azure Sentinel
14 1 (0.18%) Snowflake
Communications & Networking
1 17 (3.04%) Kerberos
2 15 (2.68%) WAN
3 11 (1.96%) Firewall
4 8 (1.43%) SAN
5 7 (1.25%) NAS
5 7 (1.25%) VoIP
6 6 (1.07%) Network Security
6 6 (1.07%) VPN
7 5 (0.89%) Internet
7 5 (0.89%) IPsec
7 5 (0.89%) SNMP
8 3 (0.54%) Intrusion Detection
8 3 (0.54%) RS-232
8 3 (0.54%) TCP/IP
9 2 (0.36%) Wi-Fi
10 1 (0.18%) LAN
10 1 (0.18%) VLAN
10 1 (0.18%) Wireless
Database & Business Intelligence
1 171 (30.54%) NoSQL
2 122 (21.79%) Big Data
3 50 (8.93%) Hadoop
4 25 (4.46%) Elasticsearch
5 24 (4.29%) Relational Database
5 24 (4.29%) SQL Server
6 18 (3.21%) Apache Cassandra
7 17 (3.04%) Amazon Aurora
7 17 (3.04%) CockroachDB
7 17 (3.04%) MySQL
8 13 (2.32%) PostgreSQL
9 10 (1.79%) Flink
10 9 (1.61%) MongoDB
10 9 (1.61%) Power BI
11 7 (1.25%) Data Warehouse
12 5 (0.89%) Data Lake
13 3 (0.54%) BigQuery
13 3 (0.54%) Data Vault
13 3 (0.54%) Looker
13 3 (0.54%) Tableau
Development Applications
1 39 (6.96%) JIRA
2 28 (5.00%) Maven
3 26 (4.64%) JUnit
4 23 (4.11%) Jenkins
5 15 (2.68%) LabVIEW
6 14 (2.50%) GitLab
7 11 (1.96%) CircleCI
8 9 (1.61%) Cucumber
8 9 (1.61%) Cypress.io
8 9 (1.61%) Gradle
8 9 (1.61%) JMeter
9 6 (1.07%) Git
10 2 (0.36%) JDeveloper
11 1 (0.18%) Artifactory
11 1 (0.18%) IntelliJ
11 1 (0.18%) Team Foundation Server
General
1 394 (70.36%) Finance
2 372 (66.43%) Inclusion and Diversity
3 365 (65.18%) Law
4 209 (37.32%) Marketing
5 121 (21.61%) Social Skills
6 99 (17.68%) Legal
7 94 (16.79%) Analytical Skills
8 57 (10.18%) Banking
9 54 (9.64%) Influencing Skills
10 46 (8.21%) Investment Banking
11 21 (3.75%) Manufacturing
12 16 (2.86%) Electronics
12 16 (2.86%) Financial Institution
12 16 (2.86%) Presentation Skills
12 16 (2.86%) Publishing
13 11 (1.96%) Back Office
14 9 (1.61%) Private Banking
15 7 (1.25%) Retail
16 6 (1.07%) Public Sector
16 6 (1.07%) Telecoms
Job Titles
1 279 (49.82%) Software Engineer
2 193 (34.46%) Lead
3 192 (34.29%) Senior
4 156 (27.86%) Senior Software Engineer
5 155 (27.68%) Lead Software Engineer
6 110 (19.64%) Big Data Engineer
6 110 (19.64%) Big Data Software Engineer
7 101 (18.04%) Scala Engineer
7 101 (18.04%) Scala Software Engineer
8 100 (17.86%) Java Engineer
8 100 (17.86%) Java Software Engineer
9 89 (15.89%) AWS Engineer
9 89 (15.89%) AWS Software Engineer
10 79 (14.11%) Senior Java Engineer
10 79 (14.11%) Senior Java Software Engineer
11 78 (13.93%) Lead Java Engineer
12 57 (10.18%) Java Scala Software Engineer
13 51 (9.11%) Lead Big Data Engineer
13 51 (9.11%) Senior Big Data Engineer
13 51 (9.11%) Senior Scala Software Engineer
Libraries, Frameworks & Software Standards
1 91 (16.25%) Spring
2 68 (12.14%) React
3 46 (8.21%) Spring Boot
4 39 (6.96%) AngularJS
5 37 (6.61%) Kafka
6 35 (6.25%) GraphQL
7 34 (6.07%) PySpark
8 32 (5.71%) REST
9 28 (5.00%) Node.js
10 27 (4.82%) HTML
11 24 (4.29%) OAuth
12 23 (4.11%) CSS
12 23 (4.11%) JSON
13 21 (3.75%) Twitter Bootstrap
14 19 (3.39%) Hibernate
15 18 (3.21%) J2EE
15 18 (3.21%) JMS
15 18 (3.21%) jQuery
15 18 (3.21%) Spring Integration
16 13 (2.32%) .NET
Miscellaneous
1 84 (15.00%) Cloud Native
2 51 (9.11%) Onboarding
3 47 (8.39%) Public Cloud
4 46 (8.21%) Algorithms
5 38 (6.79%) Product Ownership
6 20 (3.57%) Enterprise Software
7 15 (2.68%) Distributed Applications
7 15 (2.68%) Management Information System
8 14 (2.50%) Clustering
9 10 (1.79%) Distributed Systems
10 9 (1.61%) Driving Licence
10 9 (1.61%) Market Risk
11 8 (1.43%) Data Centre
11 8 (1.43%) Virtual Team
12 7 (1.25%) Credit Derivative
12 7 (1.25%) Derivative
12 7 (1.25%) Fixed Income
12 7 (1.25%) Hedge funds
12 7 (1.25%) Mobile App
12 7 (1.25%) Reference Data
Operating Systems
1 22 (3.93%) Windows
2 16 (2.86%) Linux
3 11 (1.96%) Unix
4 10 (1.79%) 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 (0.54%) 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 (67.14%) Agile
2 315 (56.25%) Software Engineering
3 292 (52.14%) SDLC
4 267 (47.68%) Operational Stability
5 195 (34.82%) Artificial Intelligence
5 195 (34.82%) Decision-Making
5 195 (34.82%) Machine Learning
6 170 (30.36%) CI/CD
7 155 (27.68%) Tech Ops
8 124 (22.14%) Risk Management
9 121 (21.61%) Continuous Improvement
10 80 (14.29%) ETL
11 75 (13.39%) Microservices
12 69 (12.32%) Computer Science
13 62 (11.07%) Community of Practice
14 55 (9.82%) IT Strategy
15 53 (9.46%) Visualisation
16 51 (9.11%) Performance Tuning
17 50 (8.93%) Scrum
18 48 (8.57%) Data Analysis
Programming Languages
1 282 (50.36%) Java
2 253 (45.18%) SQL
3 161 (28.75%) Python
4 101 (18.04%) Scala
5 57 (10.18%) JavaScript
6 40 (7.14%) C#
7 24 (4.29%) C++
8 21 (3.75%) TypeScript
9 19 (3.39%) C
10 15 (2.68%) Groovy
10 15 (2.68%) T-SQL
11 11 (1.96%) Shell Script
12 9 (1.61%) Kotlin
13 6 (1.07%) Bash
14 4 (0.71%) PowerShell
14 4 (0.71%) Swift
14 4 (0.71%) VB
15 3 (0.54%) Go
15 3 (0.54%) R
16 2 (0.36%) Ruby
Qualifications
1 91 (16.25%) Degree
2 41 (7.32%) Security Cleared
3 27 (4.82%) SC Cleared
4 14 (2.50%) Master's Degree
5 10 (1.79%) 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 (0.54%) 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%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 35 (6.25%) QA
2 34 (6.07%) Data Quality
3 9 (1.61%) Accessibility
4 8 (1.43%) 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 (3.04%) VMware Infrastructure
2 15 (2.68%) Active Directory
3 14 (2.50%) VMware NSX
4 12 (2.14%) Docker
5 4 (0.71%) vSphere
6 1 (0.18%) VMware ESXi
Systems Management
1 60 (10.71%) Kubernetes
2 46 (8.21%) Terraform
3 10 (1.79%) 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 (10.00%) Databricks
2 37 (6.61%) Microsoft
3 33 (5.89%) Oracle
4 29 (5.18%) VMware
5 21 (3.75%) Google
6 11 (1.96%) OpenLink
7 9 (1.61%) Cisco
7 9 (1.61%) TOWER Software
8 7 (1.25%) Mitel
9 6 (1.07%) Dynatrace
9 6 (1.07%) Splunk
10 5 (0.89%) NetApp
10 5 (0.89%) Palo Alto
10 5 (0.89%) Red Hat
10 5 (0.89%) SolidFire
11 2 (0.36%) Citrix
11 2 (0.36%) MuleSoft
12 1 (0.18%) ForgeRock
12 1 (0.18%) Salesforce
12 1 (0.18%) ServiceNow