Analytical Skills Contracts in Glasgow

Analytical Skills
Scotland > Glasgow

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies in Glasgow. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Analytical Skills over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 10 17 11
Rank change year-on-year +7 -6 +11
Contract jobs citing Analytical Skills 136 89 131
As % of all contract jobs advertised in Glasgow 17.04% 10.15% 14.33%
As % of the General category 24.64% 18.31% 21.27%
Number of daily rates quoted 105 57 105
10th Percentile £355 £265 £359
25th Percentile £410 £356 £414
Median daily rate (50th Percentile) £470 £450 £473
Median % change year-on-year +4.44% -4.76% +9.88%
75th Percentile £550 £550 £588
90th Percentile £584 £613 £717
Scotland median daily rate £463 £475 £475
% change year-on-year -2.63% - +5.56%
Number of hourly rates quoted 1 5 2
10th Percentile - - £49.01
25th Percentile £19.75 £16.50 £50.94
Median hourly rate £19.83 £18.00 £54.14
Median % change year-on-year +10.17% -66.75% -
75th Percentile £19.92 £19.50 £57.35
90th Percentile - - £59.27
Scotland median hourly rate £15.60 £17.50 £59.03
% change year-on-year -10.86% -70.35% +127.04%

All General Skills
Glasgow

Analytical Skills falls under the General Skills category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring common skills in Glasgow.

Contract vacancies with a requirement for common skills 552 486 616
As % of all contract IT jobs advertised in Glasgow 69.17% 55.42% 67.40%
Number of daily rates quoted 362 328 471
10th Percentile £313 £225 £325
25th Percentile £399 £363 £413
Median daily rate (50th Percentile) £465 £475 £479
Median % change year-on-year -2.21% -0.84% +6.44%
75th Percentile £550 £591 £600
90th Percentile £606 £696 £723
Scotland median daily rate £465 £475 £475
% change year-on-year -2.21% - +3.83%
Number of hourly rates quoted 6 20 11
10th Percentile £16.75 £11.50 £13.13
25th Percentile £19.63 £15.42 £26.63
Median hourly rate £23.17 £18.00 £47.73
Median % change year-on-year +28.69% -62.29% +88.84%
75th Percentile £55.69 £41.56 £59.65
90th Percentile £74.10 £75.00 £66.56
Scotland median hourly rate £22.44 £19.17 £19.88
% change year-on-year +17.04% -3.57% -23.54%

Analytical Skills
Job Vacancy Trend in Glasgow

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for Analytical Skills in Glasgow

Analytical Skills
Contractor Daily Rate Trend in Glasgow

3-month moving average daily rate quoted in jobs citing Analytical Skills in Glasgow.

Daily rate trend for Analytical Skills in Glasgow

Analytical Skills
Daily Rate Histogram in Glasgow

Daily rate distribution for jobs citing Analytical Skills in Glasgow over the 6 months to 1 May 2025.

Daily rate histogram for Analytical Skills in Glasgow

Analytical Skills
Contractor Hourly Rate Trend in Glasgow

3-month moving average hourly rates quoted in jobs citing Analytical Skills in Glasgow.

Hourly rate trend for Analytical Skills in Glasgow

Analytical Skills
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 9 (6.62%) SharePoint
2 2 (1.47%) JBoss
2 2 (1.47%) WebLogic
3 1 (0.74%) Confluence
3 1 (0.74%) Microsoft Exchange
3 1 (0.74%) WebSphere
3 1 (0.74%) WebSphere Application Server
Applications
1 11 (8.09%) Microsoft Excel
2 10 (7.35%) Microsoft PowerPoint
3 5 (3.68%) Microsoft Office
4 4 (2.94%) MS Visio
5 3 (2.21%) Microsoft Project
6 1 (0.74%) Adobe Creative Suite
Business Applications
1 6 (4.41%) SAP S/4HANA
2 3 (2.21%) Finacle
Cloud Services
1 30 (22.06%) Azure
2 16 (11.76%) AWS
3 13 (9.56%) Cloud Computing
4 12 (8.82%) Amazon S3
5 11 (8.09%) Microsoft 365
6 10 (7.35%) OpenShift
7 8 (5.88%) IaaS
7 8 (5.88%) Power Platform
8 6 (4.41%) Entra ID
9 5 (3.68%) Cohesity
9 5 (3.68%) Yammer
10 3 (2.21%) Azure DevOps
10 3 (2.21%) OCI
10 3 (2.21%) Snowflake
11 2 (1.47%) AWS Lambda
11 2 (1.47%) Azure Sentinel
11 2 (1.47%) Dynamics 365
11 2 (1.47%) PaaS
11 2 (1.47%) Power Automate
11 2 (1.47%) Serverless
Communications & Networking
1 10 (7.35%) NAS
1 10 (7.35%) SAN
2 6 (4.41%) Network Security
3 5 (3.68%) VPN
4 4 (2.94%) DHCP
4 4 (2.94%) DNS
5 1 (0.74%) Intranet
5 1 (0.74%) WAN
Database & Business Intelligence
1 28 (20.59%) MongoDB
2 27 (19.85%) DB2
2 27 (19.85%) Relational Database
3 8 (5.88%) Power BI
4 4 (2.94%) RDBMS
4 4 (2.94%) SQL Server
5 3 (2.21%) Oracle Exadata
6 2 (1.47%) DynamoDB
6 2 (1.47%) NoSQL
7 1 (0.74%) Data Mining
7 1 (0.74%) SQLite
Development Applications
1 28 (20.59%) JUnit
2 13 (9.56%) Git
3 11 (8.09%) Jenkins
3 11 (8.09%) JIRA
4 3 (2.21%) Xcode
5 1 (0.74%) Artifactory
5 1 (0.74%) Bitbucket
5 1 (0.74%) GitLab
5 1 (0.74%) IntelliJ
5 1 (0.74%) PyCharm
5 1 (0.74%) Visual Studio
5 1 (0.74%) Visual Studio Code
General
1 99 (72.79%) Social Skills
2 61 (44.85%) Finance
3 29 (21.32%) Banking
4 21 (15.44%) Front Office
5 19 (13.97%) Investment Banking
6 16 (11.76%) Public Sector
7 14 (10.29%) Organisational Skills
8 9 (6.62%) Influencing Skills
9 5 (3.68%) Presentation Skills
10 4 (2.94%) Financial Institution
11 3 (2.21%) Private Banking
12 2 (1.47%) Back Office
12 2 (1.47%) Military
13 1 (0.74%) Inclusion and Diversity
13 1 (0.74%) Legal
13 1 (0.74%) Marketing
13 1 (0.74%) Publishing
Job Titles
1 36 (26.47%) Developer
2 34 (25.00%) Analyst
3 27 (19.85%) Java Developer
4 16 (11.76%) Business Analyst
5 9 (6.62%) Senior
6 8 (5.88%) Architect
6 8 (5.88%) Python Engineer
7 7 (5.15%) Investment Banking Java Developer
7 7 (5.15%) SQL Developer
7 7 (5.15%) Sybase Developer
8 6 (4.41%) SAP Analyst
8 6 (4.41%) SAP Business Analyst
8 6 (4.41%) Scrum Master
9 5 (3.68%) Change Analyst
10 4 (2.94%) Business Change Analyst
10 4 (2.94%) Project Manager
10 4 (2.94%) Security Analyst
10 4 (2.94%) Solutions Architect
11 3 (2.21%) Data Analyst
11 3 (2.21%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 28 (20.59%) Spring
2 25 (18.38%) Kafka
3 20 (14.71%) JMS
4 3 (2.21%) Middleware
4 3 (2.21%) Spring Boot
4 3 (2.21%) SwiftUI
4 3 (2.21%) UIKit
5 2 (1.47%) AWS CDK
5 2 (1.47%) IBM Integration Bus
5 2 (1.47%) J2EE
5 2 (1.47%) MSMQ
6 1 (0.74%) .NET
6 1 (0.74%) FastAPI
6 1 (0.74%) Java EE
6 1 (0.74%) Lightning Web Components
6 1 (0.74%) pytest
6 1 (0.74%) Visualforce
Miscellaneous
1 26 (19.12%) Data Structures
2 20 (14.71%) Equities
3 10 (7.35%) Virtual Team
4 8 (5.88%) Product Ownership
5 7 (5.15%) Distributed Systems
5 7 (5.15%) Self-Motivation
6 6 (4.41%) Derivative
6 6 (4.41%) Equity Derivative
7 5 (3.68%) Data Protection Act
7 5 (3.68%) Enterprise Software
8 4 (2.94%) Algorithms
8 4 (2.94%) CMDB
8 4 (2.94%) Legacy Systems
8 4 (2.94%) Linux Command Line
8 4 (2.94%) Mainframe
8 4 (2.94%) Management Information System
9 3 (2.21%) Clustering
9 3 (2.21%) Credit Risk
9 3 (2.21%) iPad
9 3 (2.21%) Replication
Operating Systems
1 49 (36.03%) Linux
2 29 (21.32%) Windows
3 18 (13.24%) Unix
4 12 (8.82%) Windows Server
5 7 (5.15%) Red Hat Enterprise Linux
6 4 (2.94%) AIX
7 3 (2.21%) Android
7 3 (2.21%) Apple iOS
7 3 (2.21%) Solaris
8 2 (1.47%) Mac OS
9 1 (0.74%) Windows 10
Processes & Methodologies
1 106 (77.94%) Problem-Solving
2 60 (44.12%) Agile
3 31 (22.79%) SDLC
4 25 (18.38%) Performance Tuning
5 23 (16.91%) Open Source
6 22 (16.18%) Multithreading
7 20 (14.71%) CI/CD
7 20 (14.71%) Database Tuning
8 19 (13.97%) Continuous Improvement
8 19 (13.97%) Decision-Making
9 18 (13.24%) Data Protection
9 18 (13.24%) DevOps
9 18 (13.24%) Project Management
9 18 (13.24%) Software Engineering
10 17 (12.50%) Scrum
10 17 (12.50%) Stakeholder Management
11 16 (11.76%) Waterfall
12 14 (10.29%) Cybersecurity
12 14 (10.29%) ITIL
13 12 (8.82%) Change Management
Programming Languages
1 47 (34.56%) Python
2 36 (26.47%) SQL
3 32 (23.53%) Java
4 18 (13.24%) Shell Script
5 3 (2.21%) JavaScript
5 3 (2.21%) Objective-C
5 3 (2.21%) Swift
5 3 (2.21%) TypeScript
6 2 (1.47%) C#
6 2 (1.47%) PowerShell
7 1 (0.74%) Apex Code
7 1 (0.74%) Bicep
7 1 (0.74%) SOQL
Qualifications
1 17 (12.50%) Degree
2 5 (3.68%) CISM
3 4 (2.94%) CISSP
3 4 (2.94%) Computer Science Degree
4 3 (2.21%) Master's Degree
4 3 (2.21%) Microsoft Certification
4 3 (2.21%) PMI Certification
5 2 (1.47%) AWS Certification
5 2 (1.47%) Azure Certification
5 2 (1.47%) CompTIA Security+
5 2 (1.47%) ISACA
5 2 (1.47%) SC Cleared
5 2 (1.47%) Security Cleared
6 1 (0.74%) (ISC)2 CCSP
6 1 (0.74%) AWS Certified Solutions Architect
6 1 (0.74%) CBAP
6 1 (0.74%) CompTIA CySA+
6 1 (0.74%) CRISC
6 1 (0.74%) ISO 27001 Lead Auditor
6 1 (0.74%) PMP
Quality Assurance & Compliance
1 12 (8.82%) Disclosure Scotland
2 8 (5.88%) Data Quality
3 3 (2.21%) PMO
3 3 (2.21%) QA
4 2 (1.47%) Basel III
4 2 (1.47%) FINREP
4 2 (1.47%) ISO/IEC 27001
4 2 (1.47%) SLA
5 1 (0.74%) Actionable Recommendations
5 1 (0.74%) COREP
5 1 (0.74%) Cyber Essentials
5 1 (0.74%) Cyber Essentials PLUS
5 1 (0.74%) NIST
System Software
1 6 (4.41%) Docker
2 5 (3.68%) Virtual Servers
3 4 (2.94%) Active Directory
4 3 (2.21%) Oracle RAC
5 2 (1.47%) RACF
6 1 (0.74%) Hyper-V
6 1 (0.74%) Virtual Machines
Systems Management
1 18 (13.24%) Kubernetes
2 10 (7.35%) NetBackup
2 10 (7.35%) Oracle RMAN
3 4 (2.94%) Microsoft Intune
4 3 (2.21%) Ansible
4 3 (2.21%) Data Guard
4 3 (2.21%) Failover Clustering
4 3 (2.21%) Microsoft Clustering
4 3 (2.21%) Oracle Enterprise Manager
4 3 (2.21%) Oracle Flashback
5 2 (1.47%) Progress Chef
5 2 (1.47%) Puppet
5 2 (1.47%) Terraform
6 1 (0.74%) CASB
6 1 (0.74%) EMC NetWorker
6 1 (0.74%) Podman
6 1 (0.74%) RSA Archer
6 1 (0.74%) SCCM
Vendors
1 27 (19.85%) Sybase
2 25 (18.38%) Microsoft
3 10 (7.35%) Veritas
4 7 (5.15%) ServiceNow
5 6 (4.41%) SAP
6 5 (3.68%) Dynatrace
6 5 (3.68%) IBM
6 5 (3.68%) Oracle
7 3 (2.21%) Avaloq
7 3 (2.21%) CyberArk
7 3 (2.21%) Dell
7 3 (2.21%) Qualys
7 3 (2.21%) Red Hat
7 3 (2.21%) Temenos
8 2 (1.47%) Pega
8 2 (1.47%) Salesforce
8 2 (1.47%) Sun
9 1 (0.74%) Adobe
9 1 (0.74%) Apple
9 1 (0.74%) Symantec