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 9 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 Jun 2024
Same period 2023 Same period 2022
Rank 32 16 7
Rank change year-on-year -16 -9 +13
Permanent jobs citing Problem-Solving 526 176 305
As % of all permanent jobs advertised in Glasgow 13.48% 11.71% 18.64%
As % of the Processes & Methodologies category 14.14% 12.11% 19.68%
Number of salaries quoted 147 86 158
10th Percentile £31,250 £32,500 £31,250
25th Percentile £37,500 £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 £66,125 £56,063
90th Percentile £82,500 £72,500 £70,000
Scotland median annual salary £45,272 £50,000 £52,500
% change year-on-year -9.46% -4.76% +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 3,720 1,453 1,550
As % of all permanent jobs advertised in Glasgow 95.36% 96.67% 94.74%
Number of salaries quoted 900 621 820
10th Percentile £30,000 £32,500 £30,442
25th Percentile £41,250 £42,500 £37,894
Median annual salary (50th Percentile) £53,636 £55,000 £50,000
Median % change year-on-year -2.48% +10.00% +5.26%
75th Percentile £65,000 £69,649 £65,000
90th Percentile £80,000 £77,500 £76,325
Scotland median annual salary £52,500 £57,500 £55,000
% change year-on-year -8.70% +4.55% +11.11%

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 9 June 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
1 123 (23.38%) Apache Spark
2 59 (11.22%) Apache
3 18 (3.42%) FileNet
4 17 (3.23%) Cloud Foundry
4 17 (3.23%) Confluence
5 12 (2.28%) IIS
6 4 (0.76%) SharePoint
Applications
1 7 (1.33%) Sketch
2 3 (0.57%) InVision
3 2 (0.38%) Microsoft Excel
3 2 (0.38%) Microsoft Office
4 1 (0.19%) Microsoft PowerPoint
4 1 (0.19%) MS Visio
4 1 (0.19%) Spreadsheet
Business Applications
1 11 (2.09%) Endur
2 4 (0.76%) Dynamics CRM
2 4 (0.76%) Dynamics NAV
Cloud Services
1 194 (36.88%) AWS
2 87 (16.54%) Azure
3 46 (8.75%) Cloud Computing
4 32 (6.08%) GCP
5 24 (4.56%) Amazon S3
6 23 (4.37%) Microsoft 365
7 9 (1.71%) BlazeMeter
7 9 (1.71%) Dynamics 365
7 9 (1.71%) Power Platform
8 8 (1.52%) Figma
9 5 (0.95%) SaaS
10 4 (0.76%) Azure DevOps
10 4 (0.76%) Entra ID
10 4 (0.76%) Heroku
10 4 (0.76%) Miro
11 3 (0.57%) Azure AKS
11 3 (0.57%) Azure API Management
12 1 (0.19%) Azure Sentinel
12 1 (0.19%) Serverless
12 1 (0.19%) Snowflake
Communications & Networking
1 17 (3.23%) Kerberos
2 13 (2.47%) WAN
3 11 (2.09%) Firewall
4 8 (1.52%) SAN
5 7 (1.33%) NAS
5 7 (1.33%) VoIP
6 6 (1.14%) Network Security
6 6 (1.14%) VPN
7 5 (0.95%) Internet
7 5 (0.95%) IPsec
7 5 (0.95%) SNMP
8 4 (0.76%) RS-232
8 4 (0.76%) TCP/IP
9 3 (0.57%) Intrusion Detection
10 2 (0.38%) Wi-Fi
11 1 (0.19%) LAN
11 1 (0.19%) VLAN
11 1 (0.19%) Wireless
Database & Business Intelligence
1 153 (29.09%) NoSQL
2 99 (18.82%) Big Data
3 44 (8.37%) Hadoop
4 25 (4.75%) Elasticsearch
5 22 (4.18%) SQL Server
6 18 (3.42%) Apache Cassandra
7 17 (3.23%) Amazon Aurora
7 17 (3.23%) CockroachDB
7 17 (3.23%) MySQL
8 16 (3.04%) Relational Database
9 13 (2.47%) PostgreSQL
10 9 (1.71%) MongoDB
10 9 (1.71%) Power BI
11 7 (1.33%) Data Warehouse
12 6 (1.14%) Flink
13 4 (0.76%) Data Lake
14 3 (0.57%) BigQuery
14 3 (0.57%) Data Vault
14 3 (0.57%) Looker
14 3 (0.57%) Tableau
Development Applications
1 38 (7.22%) JIRA
2 28 (5.32%) Maven
3 23 (4.37%) Jenkins
4 20 (3.80%) JUnit
5 15 (2.85%) LabVIEW
6 14 (2.66%) GitLab
7 11 (2.09%) CircleCI
8 9 (1.71%) Cucumber
8 9 (1.71%) Cypress.io
8 9 (1.71%) Gradle
8 9 (1.71%) JMeter
9 4 (0.76%) Git
10 1 (0.19%) Artifactory
10 1 (0.19%) Team Foundation Server
General
1 355 (67.49%) Finance
2 332 (63.12%) Inclusion and Diversity
3 324 (61.60%) Law
4 185 (35.17%) Marketing
5 124 (23.57%) Social Skills
6 96 (18.25%) Analytical Skills
7 88 (16.73%) Legal
8 51 (9.70%) Banking
9 49 (9.32%) Influencing Skills
10 46 (8.75%) Investment Banking
11 22 (4.18%) Manufacturing
12 17 (3.23%) Presentation Skills
13 16 (3.04%) Electronics
13 16 (3.04%) Publishing
14 11 (2.09%) Back Office
15 10 (1.90%) Financial Institution
16 7 (1.33%) Retail
17 6 (1.14%) Telecoms
18 5 (0.95%) Public Sector
19 4 (0.76%) Organisational Skills
Job Titles
1 248 (47.15%) Software Engineer
2 175 (33.27%) Lead
3 173 (32.89%) Senior
4 137 (26.05%) Lead Software Engineer
4 137 (26.05%) Senior Software Engineer
5 93 (17.68%) Big Data Engineer
5 93 (17.68%) Big Data Software Engineer
6 90 (17.11%) Java Engineer
6 90 (17.11%) Java Software Engineer
7 89 (16.92%) Scala Engineer
7 89 (16.92%) Scala Software Engineer
8 77 (14.64%) AWS Engineer
8 77 (14.64%) AWS Software Engineer
9 73 (13.88%) Lead Java Engineer
9 73 (13.88%) Senior Java Engineer
9 73 (13.88%) Senior Java Software Engineer
10 53 (10.08%) Java Scala Software Engineer
11 45 (8.56%) Lead Big Data Engineer
11 45 (8.56%) Senior Big Data Engineer
11 45 (8.56%) Senior Scala Software Engineer
Libraries, Frameworks & Software Standards
1 80 (15.21%) Spring
2 63 (11.98%) React
3 37 (7.03%) Kafka
4 36 (6.84%) Spring Boot
5 35 (6.65%) GraphQL
6 34 (6.46%) AngularJS
7 28 (5.32%) PySpark
8 27 (5.13%) HTML
8 27 (5.13%) Node.js
9 25 (4.75%) REST
10 24 (4.56%) OAuth
11 23 (4.37%) CSS
12 22 (4.18%) JSON
13 21 (3.99%) Twitter Bootstrap
14 18 (3.42%) Hibernate
14 18 (3.42%) J2EE
14 18 (3.42%) JMS
14 18 (3.42%) jQuery
14 18 (3.42%) Spring Integration
15 13 (2.47%) .NET
Miscellaneous
1 73 (13.88%) Cloud Native
2 46 (8.75%) Onboarding
3 42 (7.98%) Algorithms
4 40 (7.60%) Public Cloud
5 36 (6.84%) Product Ownership
6 16 (3.04%) Enterprise Software
7 15 (2.85%) Distributed Applications
7 15 (2.85%) Management Information System
8 12 (2.28%) Clustering
9 9 (1.71%) Driving Licence
9 9 (1.71%) Market Risk
10 8 (1.52%) Data Centre
10 8 (1.52%) Distributed Systems
11 7 (1.33%) Credit Derivative
11 7 (1.33%) Fixed Income
11 7 (1.33%) Hedge funds
11 7 (1.33%) Mobile App
11 7 (1.33%) Reference Data
11 7 (1.33%) Self-Motivation
11 7 (1.33%) Virtual Team
Operating Systems
1 22 (4.18%) Windows
2 16 (3.04%) Linux
3 12 (2.28%) Unix
4 10 (1.90%) Windows Server
5 6 (1.14%) Android
6 5 (0.95%) Data ONTAP
7 4 (0.76%) AIX
7 4 (0.76%) Apple iOS
8 3 (0.57%) Windows Server 2012
9 1 (0.19%) Red Hat Enterprise Linux
9 1 (0.19%) Ubuntu
9 1 (0.19%) Windows 10
9 1 (0.19%) Windows Server 2016
9 1 (0.19%) Windows Server 2019
Processes & Methodologies
1 340 (64.64%) Agile
2 274 (52.09%) Software Engineering
3 257 (48.86%) SDLC
4 234 (44.49%) Operational Stability
5 176 (33.46%) Decision-Making
6 171 (32.51%) Artificial Intelligence
7 170 (32.32%) Machine Learning
8 150 (28.52%) CI/CD
9 137 (26.05%) Tech Ops
10 115 (21.86%) Risk Management
11 114 (21.67%) Continuous Improvement
12 69 (13.12%) ETL
13 64 (12.17%) Computer Science
14 61 (11.60%) Microservices
15 54 (10.27%) IT Strategy
16 52 (9.89%) Community of Practice
17 47 (8.94%) Visualisation
18 46 (8.75%) Technology Strategy
19 45 (8.56%) Performance Tuning
20 44 (8.37%) Mentoring
Programming Languages
1 245 (46.58%) Java
2 228 (43.35%) SQL
3 146 (27.76%) Python
4 89 (16.92%) Scala
5 55 (10.46%) JavaScript
6 40 (7.60%) C#
7 27 (5.13%) C++
8 21 (3.99%) TypeScript
9 19 (3.61%) C
10 15 (2.85%) Groovy
10 15 (2.85%) T-SQL
11 11 (2.09%) Shell Script
12 10 (1.90%) Kotlin
13 4 (0.76%) Bash
13 4 (0.76%) PowerShell
13 4 (0.76%) Swift
13 4 (0.76%) VB
14 3 (0.57%) R
15 2 (0.38%) DataWeave
15 2 (0.38%) PL/SQL
Qualifications
1 91 (17.30%) Degree
2 38 (7.22%) Security Cleared
3 26 (4.94%) SC Cleared
4 15 (2.85%) Master's Degree
5 11 (2.09%) Computer Science Degree
6 7 (1.33%) CISM
6 7 (1.33%) CISSP
7 6 (1.14%) AWS Certified Cloud Practitioner
7 6 (1.14%) PhD
8 5 (0.95%) DBS Check
9 4 (0.76%) PMI Certification
10 3 (0.57%) Azure Certification
11 2 (0.38%) ACCA
11 2 (0.38%) Microsoft Certification
11 2 (0.38%) PMP
12 1 (0.19%) CBAP
12 1 (0.19%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 33 (6.27%) QA
2 28 (5.32%) Data Quality
3 9 (1.71%) Accessibility
4 8 (1.52%) NIST
5 7 (1.33%) WCAG
6 5 (0.95%) GDPR
7 4 (0.76%) ISO/IEC 27001
7 4 (0.76%) SOC 2
8 2 (0.38%) ITGC
8 2 (0.38%) NCSC
9 1 (0.19%) SLA
System Software
1 17 (3.23%) VMware Infrastructure
2 15 (2.85%) Active Directory
3 12 (2.28%) Docker
3 12 (2.28%) VMware NSX
4 4 (0.76%) vSphere
5 1 (0.19%) VMware ESXi
Systems Management
1 61 (11.60%) Kubernetes
2 41 (7.79%) Terraform
3 10 (1.90%) Ansible
4 7 (1.33%) ZABBIX
5 5 (0.95%) Prometheus
5 5 (0.95%) vCenter Server
6 2 (0.38%) Microsoft Intune
6 2 (0.38%) SCCM
Vendors
1 47 (8.94%) Databricks
2 34 (6.46%) Microsoft
3 31 (5.89%) Oracle
4 27 (5.13%) VMware
5 21 (3.99%) Google
6 11 (2.09%) OpenLink
7 9 (1.71%) Cisco
7 9 (1.71%) TOWER Software
8 7 (1.33%) Mitel
9 5 (0.95%) NetApp
9 5 (0.95%) Palo Alto
9 5 (0.95%) Red Hat
9 5 (0.95%) SolidFire
10 2 (0.38%) Citrix
10 2 (0.38%) MuleSoft
11 1 (0.19%) ForgeRock
11 1 (0.19%) Nintex
11 1 (0.19%) Salesforce
11 1 (0.19%) ServiceNow
11 1 (0.19%) Thales