Period
to 8 August 2020

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Glasgow. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 8 August 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
Scotland > Glasgow
6 months to
8 Aug 2020
Same period 2019 Same period 2018
Rank 44 35 33
Rank change year-on-year -9 -2 -4
Permanent jobs citing Analytical Skills 37 118 179
As % of all permanent jobs advertised in Glasgow 4.24% 6.36% 7.73%
As % of the Miscellaneous category 11.38% 16.91% 20.39%
Number of salaries quoted 27 94 100
Median annual salary £50,000 £42,723 £47,750
Median salary % change year-on-year +17.03% -10.53% +6.11%
10th Percentile £32,350 £31,250 £32,405
90th Percentile £69,000 £58,375 £67,500
Scotland median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +5.88%

Analytical Skills is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Glasgow
Permanent vacancies with a requirement for generic IT skills 325 698 878
As % of all permanent IT jobs advertised in Glasgow 37.27% 37.65% 37.93%
Number of salaries quoted 246 502 628
Median annual salary £45,000 £45,000 £50,000
Median salary % change year-on-year - -10.00% +11.11%
10th Percentile £29,875 £31,250 £33,750
90th Percentile £60,625 £66,250 £70,000
Scotland median annual salary £45,000 £45,000 £50,000
% change year-on-year - -10.00% +11.11%

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
Salary Trend in Glasgow

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

Salary trend for Analytical Skills in Glasgow

Analytical Skills
Salary Histogram in Glasgow

Salary distribution for jobs citing Analytical Skills in Glasgow over the 6 months to 8 August 2020.

Salary histogram for Analytical Skills in Glasgow

For the 6 months to 8 August 2020, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for Analytical Skills.

1 16 (43.24%) Problem-Solving
2 12 (32.43%) Agile Software Development
3 11 (29.73%) ITIL
4 9 (24.32%) Microsoft Office
5 8 (21.62%) C#
5 8 (21.62%) .NET
5 8 (21.62%) SQL Server Integration Services
5 8 (21.62%) Analytical Thinking
6 7 (18.92%) Waterfall
6 7 (18.92%) Finance
6 7 (18.92%) Scrum
6 7 (18.92%) OO
6 7 (18.92%) Project Management
6 7 (18.92%) SLA
7 6 (16.22%) Adobe
7 6 (16.22%) Windows
7 6 (16.22%) Microsoft Excel
7 6 (16.22%) SQL
7 6 (16.22%) Degree
7 6 (16.22%) Computer Science
7 6 (16.22%) Microsoft PowerPoint
7 6 (16.22%) Machine Learning
7 6 (16.22%) Analytics
8 5 (13.51%) Microservices
8 5 (13.51%) Blue Prism
8 5 (13.51%) Robotic Process Automation
8 5 (13.51%) Skype
8 5 (13.51%) Software Architecture
8 5 (13.51%) Office 365
8 5 (13.51%) Skype for Business

Analytical Skills
Co-occurring IT Skills in Glasgow by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (13.51%) Skype for Business
2 4 (10.81%) IBM Notes
2 4 (10.81%) SharePoint
3 3 (8.11%) Confluence
3 3 (8.11%) Exchange Server 2010
3 3 (8.11%) MS Exchange
4 1 (2.70%) Elasticsearch
4 1 (2.70%) Oracle Workflow
Applications
1 9 (24.32%) Microsoft Office
2 6 (16.22%) Microsoft Excel
2 6 (16.22%) Microsoft PowerPoint
3 5 (13.51%) MS Visio
Business Applications
1 3 (8.11%) Remedy ITSM
2 1 (2.70%) Oracle EBS
2 1 (2.70%) Oracle EBS R12
2 1 (2.70%) Oracle ERP
2 1 (2.70%) Primavera
Cloud Services
1 5 (13.51%) Office 365
2 3 (8.11%) AWS
3 2 (5.41%) Adobe Analytics
3 2 (5.41%) IaaS
3 2 (5.41%) Slack
4 1 (2.70%) Azure
4 1 (2.70%) IBM Blueworks
Communications & Networking
1 5 (13.51%) Skype
1 5 (13.51%) Unified Communications
1 5 (13.51%) VoIP
2 4 (10.81%) VPN
2 4 (10.81%) Wireless
3 3 (8.11%) WAN
4 1 (2.70%) Firewall
4 1 (2.70%) Intrusion Detection
4 1 (2.70%) ISDN
4 1 (2.70%) PSTN
4 1 (2.70%) TCP/IP
Database & Business Intelligence
1 8 (21.62%) SQL Server Integration Services
2 5 (13.51%) SQL Server Reporting Services
3 2 (5.41%) Big Data
3 2 (5.41%) DB2
3 2 (5.41%) MongoDB
3 2 (5.41%) PostgreSQL
4 1 (2.70%) Data Warehouse
4 1 (2.70%) Hazelcast
4 1 (2.70%) MySQL
4 1 (2.70%) NoSQL
4 1 (2.70%) SQL Server
4 1 (2.70%) SQLPlus
Development Applications
1 3 (8.11%) Git (software)
1 3 (8.11%) Jenkins
2 2 (5.41%) JIRA
3 1 (2.70%) Bitbucket Server
3 1 (2.70%) Subversion
3 1 (2.70%) Toad
General
1 7 (18.92%) Finance
2 3 (8.11%) Legal
2 3 (8.11%) Telecoms
3 2 (5.41%) Manufacturing
4 1 (2.70%) Banking
4 1 (2.70%) Marketing
Job Titles
1 16 (43.24%) Analyst
2 11 (29.73%) Developer
3 5 (13.51%) Analyst Developer
3 5 (13.51%) Business Analyst
3 5 (13.51%) Robotic Process Automation Developer
3 5 (13.51%) Service Analyst
4 4 (10.81%) Service Desk Analyst
5 3 (8.11%) .NET Developer
5 3 (8.11%) C# .NET Developer
5 3 (8.11%) C# Developer
5 3 (8.11%) Performance Manager
6 2 (5.41%) Automation Engineer
6 2 (5.41%) Cloud Automation Engineer
6 2 (5.41%) Cloud Engineer
6 2 (5.41%) Coordinator
6 2 (5.41%) Java Developer
6 2 (5.41%) Support Engineer
6 2 (5.41%) Unified Communications Engineer
7 1 (2.70%) Junior
7 1 (2.70%) Web Developer
Libraries, Frameworks & Software Standards
1 8 (21.62%) .NET
2 5 (13.51%) SOAP
2 5 (13.51%) WCF
2 5 (13.51%) Web Services
2 5 (13.51%) XML
3 3 (8.11%) .NET Framework
4 2 (5.41%) Swagger
5 1 (2.70%) Angular 2
5 1 (2.70%) AngularJS
5 1 (2.70%) CSS
5 1 (2.70%) HTML
5 1 (2.70%) Regular Expression
5 1 (2.70%) REST
5 1 (2.70%) Servlets
Miscellaneous
1 5 (13.51%) Robotics
2 3 (8.11%) Blackberry
2 3 (8.11%) Virtual Team
3 2 (5.41%) Greenfield Project
3 2 (5.41%) User Experience
4 1 (2.70%) Algorithms
4 1 (2.70%) Analytical Mindset
4 1 (2.70%) Distributed Denial-of-Service
4 1 (2.70%) LIMS
4 1 (2.70%) NHS
4 1 (2.70%) PDA
Operating Systems
1 6 (16.22%) Windows
2 2 (5.41%) Linux
3 1 (2.70%) Unix
Processes & Methodologies
1 16 (43.24%) Problem-Solving
2 12 (32.43%) Agile Software Development
3 11 (29.73%) ITIL
4 8 (21.62%) Analytical Thinking
5 7 (18.92%) OO
5 7 (18.92%) Project Management
5 7 (18.92%) Scrum
5 7 (18.92%) Waterfall
6 6 (16.22%) Analytics
6 6 (16.22%) Computer Science
6 6 (16.22%) Machine Learning
7 5 (13.51%) Artificial Intelligence
7 5 (13.51%) Cognitive Computing
7 5 (13.51%) Economics
7 5 (13.51%) Incident Management
7 5 (13.51%) Informatics
7 5 (13.51%) Microservices
7 5 (13.51%) Robotic Process Automation
7 5 (13.51%) Software Architecture
7 5 (13.51%) Test Automation
Programming Languages
1 8 (21.62%) C#
2 6 (16.22%) SQL
3 5 (13.51%) Python
3 5 (13.51%) VBA
4 4 (10.81%) Java
5 3 (8.11%) JavaScript
5 3 (8.11%) Perl
6 2 (5.41%) Scala
7 1 (2.70%) MATLAB
7 1 (2.70%) Shell Script
Qualifications
1 6 (16.22%) Degree
2 2 (5.41%) CISSP
2 2 (5.41%) Microsoft Certification
3 1 (2.70%) Computer Science Degree
3 1 (2.70%) GCIA
3 1 (2.70%) IIBA
3 1 (2.70%) ITIL Certification
3 1 (2.70%) MCSA
3 1 (2.70%) MCSE
3 1 (2.70%) SANS
3 1 (2.70%) Six Sigma Master Black Belt
3 1 (2.70%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 7 (18.92%) SLA
2 2 (5.41%) QA
3 1 (2.70%) ISO/IEC 27001
3 1 (2.70%) NIST
3 1 (2.70%) NIST 800
System Software
1 5 (13.51%) Active Directory
Systems Management
1 3 (8.11%) Ansible
1 3 (8.11%) BMC Performance Manager
2 2 (5.41%) Terraform
3 1 (2.70%) Host Intrusion Detection System
3 1 (2.70%) Opscode Chef
3 1 (2.70%) Puppet
3 1 (2.70%) RSA Archer
Vendors
1 6 (16.22%) Adobe
2 5 (13.51%) Automation Anywhere
2 5 (13.51%) Blue Prism
2 5 (13.51%) Microsoft
2 5 (13.51%) UiPath
3 4 (10.81%) Cognizant
3 4 (10.81%) Lotus
3 4 (10.81%) ServiceNow
4 3 (8.11%) BMC
4 3 (8.11%) Capita
4 3 (8.11%) Remedy
5 1 (2.70%) CA Agile Central
5 1 (2.70%) IBM
5 1 (2.70%) Oracle
5 1 (2.70%) Qualys
5 1 (2.70%) Sybase
5 1 (2.70%) Tableau
5 1 (2.70%) VMware