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

6 months to
2 Jun 2024
Same period 2023 Same period 2022
Rank 34 19 8
Rank change year-on-year -15 -11 +13
Permanent jobs citing Problem-Solving 551 175 296
As % of all permanent jobs advertised in Glasgow 13.81% 11.64% 18.35%
As % of the Processes & Methodologies category 14.41% 12.05% 19.40%
Number of salaries quoted 147 85 157
10th Percentile £31,250 £32,500 £31,250
25th Percentile £37,125 £42,500 £36,250
Median annual salary (50th Percentile) £42,500 £50,000 £45,000
Median % change year-on-year -15.00% +11.11% +1.12%
75th Percentile £61,250 £65,000 £55,000
90th Percentile £82,500 £72,500 £69,250
Scotland median annual salary £45,543 £50,000 £52,500
% change year-on-year -8.91% -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 3,825 1,452 1,526
As % of all permanent jobs advertised in Glasgow 95.86% 96.54% 94.61%
Number of salaries quoted 872 620 827
10th Percentile £31,250 £32,500 £30,265
25th Percentile £41,250 £42,500 £38,000
Median annual salary (50th Percentile) £53,250 £55,000 £50,000
Median % change year-on-year -3.18% +10.00% +5.26%
75th Percentile £65,000 £68,750 £65,000
90th Percentile £80,000 £77,500 £75,500
Scotland median annual salary £52,500 £57,500 £55,000
% change year-on-year -8.70% +4.55% +14.58%

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 2 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
1 139 (25.23%) Apache Spark
2 67 (12.16%) Apache
3 18 (3.27%) FileNet
4 17 (3.09%) Cloud Foundry
4 17 (3.09%) Confluence
5 13 (2.36%) IIS
6 4 (0.73%) SharePoint
Applications
1 7 (1.27%) 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 (2.00%) Endur
2 4 (0.73%) Dynamics CRM
2 4 (0.73%) Dynamics NAV
Cloud Services
1 212 (38.48%) AWS
2 92 (16.70%) Azure
3 50 (9.07%) Cloud Computing
4 35 (6.35%) GCP
5 24 (4.36%) Amazon S3
5 24 (4.36%) Microsoft 365
6 13 (2.36%) BlazeMeter
7 9 (1.63%) Dynamics 365
7 9 (1.63%) Power Platform
8 8 (1.45%) Figma
9 5 (0.91%) SaaS
10 4 (0.73%) Azure DevOps
10 4 (0.73%) Entra ID
10 4 (0.73%) Heroku
10 4 (0.73%) Miro
11 3 (0.54%) Azure AKS
11 3 (0.54%) Azure API Management
12 1 (0.18%) Azure Sentinel
12 1 (0.18%) Serverless
12 1 (0.18%) Snowflake
Communications & Networking
1 17 (3.09%) Kerberos
2 14 (2.54%) WAN
3 11 (2.00%) Firewall
4 8 (1.45%) SAN
5 7 (1.27%) NAS
5 7 (1.27%) VoIP
6 6 (1.09%) Network Security
6 6 (1.09%) VPN
7 5 (0.91%) Internet
7 5 (0.91%) IPsec
7 5 (0.91%) SNMP
8 4 (0.73%) RS-232
8 4 (0.73%) TCP/IP
9 3 (0.54%) Intrusion Detection
10 2 (0.36%) Wi-Fi
11 1 (0.18%) LAN
11 1 (0.18%) VLAN
11 1 (0.18%) Wireless
Database & Business Intelligence
1 165 (29.95%) NoSQL
2 114 (20.69%) Big Data
3 48 (8.71%) Hadoop
4 25 (4.54%) Elasticsearch
5 23 (4.17%) SQL Server
6 20 (3.63%) Relational Database
7 18 (3.27%) Apache Cassandra
8 17 (3.09%) Amazon Aurora
8 17 (3.09%) CockroachDB
8 17 (3.09%) MySQL
9 13 (2.36%) PostgreSQL
10 10 (1.81%) Flink
11 9 (1.63%) MongoDB
11 9 (1.63%) Power BI
12 7 (1.27%) Data Warehouse
13 4 (0.73%) Data Lake
14 3 (0.54%) BigQuery
14 3 (0.54%) Data Vault
14 3 (0.54%) Looker
14 3 (0.54%) Tableau
Development Applications
1 39 (7.08%) JIRA
2 28 (5.08%) Maven
3 24 (4.36%) JUnit
4 23 (4.17%) Jenkins
5 15 (2.72%) LabVIEW
6 14 (2.54%) GitLab
7 11 (2.00%) CircleCI
8 9 (1.63%) Cucumber
8 9 (1.63%) Cypress.io
8 9 (1.63%) Gradle
8 9 (1.63%) JMeter
9 4 (0.73%) Git
10 1 (0.18%) Artifactory
10 1 (0.18%) Team Foundation Server
General
1 383 (69.51%) Finance
2 359 (65.15%) Inclusion and Diversity
3 351 (63.70%) Law
4 201 (36.48%) Marketing
5 122 (22.14%) Social Skills
6 95 (17.24%) Analytical Skills
6 95 (17.24%) Legal
7 55 (9.98%) Banking
8 53 (9.62%) Influencing Skills
9 46 (8.35%) Investment Banking
10 22 (3.99%) Manufacturing
11 17 (3.09%) Presentation Skills
12 16 (2.90%) Electronics
12 16 (2.90%) Publishing
13 14 (2.54%) Financial Institution
14 11 (2.00%) Back Office
15 7 (1.27%) Private Banking
15 7 (1.27%) Retail
16 6 (1.09%) Telecoms
17 5 (0.91%) Public Sector
Job Titles
1 265 (48.09%) Software Engineer
2 186 (33.76%) Lead
3 184 (33.39%) Senior
4 148 (26.86%) Lead Software Engineer
4 148 (26.86%) Senior Software Engineer
5 104 (18.87%) Big Data Engineer
5 104 (18.87%) Big Data Software Engineer
6 97 (17.60%) Java Engineer
6 97 (17.60%) Java Software Engineer
6 97 (17.60%) Scala Engineer
6 97 (17.60%) Scala Software Engineer
7 85 (15.43%) AWS Engineer
7 85 (15.43%) AWS Software Engineer
8 76 (13.79%) Lead Java Engineer
8 76 (13.79%) Senior Java Engineer
8 76 (13.79%) Senior Java Software Engineer
9 57 (10.34%) Java Scala Software Engineer
10 49 (8.89%) Lead Big Data Engineer
10 49 (8.89%) Senior Big Data Engineer
10 49 (8.89%) Senior Scala Software Engineer
Libraries, Frameworks & Software Standards
1 88 (15.97%) Spring
2 66 (11.98%) React
3 44 (7.99%) Spring Boot
4 38 (6.90%) AngularJS
5 37 (6.72%) Kafka
6 35 (6.35%) GraphQL
7 32 (5.81%) PySpark
8 29 (5.26%) REST
9 27 (4.90%) HTML
10 26 (4.72%) Node.js
11 24 (4.36%) OAuth
12 23 (4.17%) CSS
13 22 (3.99%) JSON
14 21 (3.81%) Twitter Bootstrap
15 18 (3.27%) Hibernate
15 18 (3.27%) J2EE
15 18 (3.27%) JMS
15 18 (3.27%) jQuery
15 18 (3.27%) Spring Integration
16 13 (2.36%) .NET
Miscellaneous
1 81 (14.70%) Cloud Native
2 49 (8.89%) Onboarding
3 45 (8.17%) Algorithms
4 44 (7.99%) Public Cloud
5 37 (6.72%) Product Ownership
6 20 (3.63%) Enterprise Software
7 16 (2.90%) Management Information System
8 15 (2.72%) Distributed Applications
9 13 (2.36%) Clustering
10 9 (1.63%) Distributed Systems
10 9 (1.63%) Driving Licence
10 9 (1.63%) Market Risk
11 8 (1.45%) Data Centre
11 8 (1.45%) Virtual Team
12 7 (1.27%) Credit Derivative
12 7 (1.27%) Fixed Income
12 7 (1.27%) Hedge funds
12 7 (1.27%) Mobile App
12 7 (1.27%) Reference Data
12 7 (1.27%) Self-Motivation
Operating Systems
1 22 (3.99%) Windows
2 16 (2.90%) Linux
3 12 (2.18%) Unix
4 10 (1.81%) Windows Server
5 6 (1.09%) Android
6 5 (0.91%) Data ONTAP
7 4 (0.73%) AIX
7 4 (0.73%) 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
1 363 (65.88%) Agile
2 299 (54.26%) Software Engineering
3 279 (50.64%) SDLC
4 256 (46.46%) Operational Stability
5 191 (34.66%) Decision-Making
6 189 (34.30%) Artificial Intelligence
7 188 (34.12%) Machine Learning
8 162 (29.40%) CI/CD
9 148 (26.86%) Tech Ops
10 122 (22.14%) Continuous Improvement
10 122 (22.14%) Risk Management
11 76 (13.79%) ETL
12 69 (12.52%) Microservices
13 68 (12.34%) Computer Science
14 59 (10.71%) Community of Practice
15 55 (9.98%) IT Strategy
16 50 (9.07%) Visualisation
17 49 (8.89%) Performance Tuning
18 48 (8.71%) Scrum
19 47 (8.53%) Technology Strategy
Programming Languages
1 268 (48.64%) Java
2 244 (44.28%) SQL
3 157 (28.49%) Python
4 97 (17.60%) Scala
5 55 (9.98%) JavaScript
6 40 (7.26%) C#
7 27 (4.90%) C++
8 21 (3.81%) TypeScript
9 19 (3.45%) C
10 15 (2.72%) Groovy
10 15 (2.72%) T-SQL
11 11 (2.00%) Shell Script
12 9 (1.63%) Kotlin
13 4 (0.73%) Bash
13 4 (0.73%) PowerShell
13 4 (0.73%) Swift
13 4 (0.73%) VB
14 3 (0.54%) R
15 2 (0.36%) DataWeave
15 2 (0.36%) PL/SQL
Qualifications
1 93 (16.88%) Degree
2 39 (7.08%) Security Cleared
3 26 (4.72%) SC Cleared
4 15 (2.72%) Master's Degree
5 11 (2.00%) Computer Science Degree
6 7 (1.27%) CISM
6 7 (1.27%) CISSP
7 6 (1.09%) AWS Certified Cloud Practitioner
7 6 (1.09%) PhD
8 5 (0.91%) DBS Check
9 4 (0.73%) 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 33 (5.99%) QA
2 32 (5.81%) Data Quality
3 9 (1.63%) Accessibility
3 9 (1.63%) NIST
4 7 (1.27%) WCAG
5 5 (0.91%) GDPR
5 5 (0.91%) ISO/IEC 27001
5 5 (0.91%) SOC 2
6 3 (0.54%) NCSC
7 1 (0.18%) ITGC
7 1 (0.18%) SLA
System Software
1 17 (3.09%) VMware Infrastructure
2 15 (2.72%) Active Directory
3 13 (2.36%) VMware NSX
4 12 (2.18%) Docker
5 4 (0.73%) vSphere
6 1 (0.18%) VMware ESXi
Systems Management
1 60 (10.89%) Kubernetes
2 44 (7.99%) Terraform
3 10 (1.81%) Ansible
4 7 (1.27%) ZABBIX
5 5 (0.91%) Prometheus
5 5 (0.91%) vCenter Server
6 4 (0.73%) Grafana
7 2 (0.36%) Microsoft Intune
7 2 (0.36%) SCCM
Vendors
1 54 (9.80%) Databricks
2 36 (6.53%) Microsoft
3 31 (5.63%) Oracle
4 28 (5.08%) VMware
5 21 (3.81%) Google
6 11 (2.00%) OpenLink
7 9 (1.63%) Cisco
7 9 (1.63%) TOWER Software
8 7 (1.27%) Mitel
9 5 (0.91%) NetApp
9 5 (0.91%) Palo Alto
9 5 (0.91%) Red Hat
9 5 (0.91%) SolidFire
10 4 (0.73%) Dynatrace
10 4 (0.73%) Splunk
11 2 (0.36%) Citrix
11 2 (0.36%) MuleSoft
12 1 (0.18%) ServiceNow
12 1 (0.18%) Thales
12 1 (0.18%) Xero