Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to 25 January 2022

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 25 January 2022 with a comparison to the same period over the previous 2 years.

Analytical Skills
Scotland > Glasgow
6 months to
25 Jan 2022		 Same period 2021 Same period 2020
Rank 38 70 30
Rank change year-on-year +32 -40 +2
Permanent jobs citing Analytical Skills 92 26 127
As % of all permanent jobs advertised in Glasgow 5.84% 2.66% 8.04%
As % of the General category 9.80% 5.22% 16.30%
Number of salaries quoted 44 18 91
10th Percentile £27,875 £30,425 £32,250
25th Percentile £33,931 £40,125 £33,750
Median annual salary (50th Percentile) £43,750 £45,500 £50,000
Median % change year-on-year -3.85% -9.00% +11.11%
75th Percentile £59,375 £53,188 £57,500
90th Percentile £71,250 £64,250 £62,500
Scotland median annual salary £45,000 £45,000 £46,173
% change year-on-year - -2.54% +2.61%

Analytical Skills is in the General 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 common skills.

All General Skills
Glasgow
Permanent vacancies with a requirement for common skills 939 498 779
As % of all permanent IT jobs advertised in Glasgow 59.58% 50.92% 49.30%
Number of salaries quoted 547 321 524
10th Percentile £31,997 £33,000 £32,075
25th Percentile £37,250 £37,500 £36,250
Median annual salary (50th Percentile) £50,000 £48,500 £45,000
Median % change year-on-year +3.09% +7.78% -5.26%
75th Percentile £63,750 £63,750 £56,525
90th Percentile £75,000 £72,500 £66,950
Scotland median annual salary £50,000 £50,000 £45,000
% change year-on-year - +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 25 January 2022.

Salary histogram for Analytical Skills in Glasgow

For the 6 months to 25 January 2022, 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 49 (53.26%) Problem-Solving
2 48 (52.17%) Social Skills
3 35 (38.04%) Finance
4 28 (30.43%) Analytics
5 27 (29.35%) Agile Software Development
6 24 (26.09%) SQL
7 22 (23.91%) Microsoft
8 19 (20.65%) Scrum
8 19 (20.65%) Degree
9 18 (19.57%) Decision-Making
10 17 (18.48%) Project Management
10 17 (18.48%) Microsoft Excel
10 17 (18.48%) ERP
11 15 (16.30%) Oracle
12 13 (14.13%) Business Intelligence
12 13 (14.13%) Visualisation
12 13 (14.13%) Cybersecurity
13 12 (13.04%) Java
13 12 (13.04%) Microsoft Office
13 12 (13.04%) Linux
13 12 (13.04%) Analytical Mindset
13 12 (13.04%) Power Platform
14 11 (11.96%) Power BI
14 11 (11.96%) Change Management
14 11 (11.96%) Relational Database
14 11 (11.96%) JIRA
14 11 (11.96%) Software Engineering
15 10 (10.87%) Microservices
15 10 (10.87%) Risk Management
15 10 (10.87%) Spring

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 4 (4.35%) Confluence
2 1 (1.09%) BizTalk Server
2 1 (1.09%) SharePoint
Applications
1 17 (18.48%) Microsoft Excel
2 12 (13.04%) Microsoft Office
3 7 (7.61%) Microsoft PowerPoint
4 4 (4.35%) InVision
4 4 (4.35%) Sketch
4 4 (4.35%) UserZoom
5 1 (1.09%) Microsoft Project
Business Applications
1 8 (8.70%) NetSuite
2 5 (5.43%) SAP APO
2 5 (5.43%) SAP MDG
3 1 (1.09%) Oracle EBS
Cloud Services
1 12 (13.04%) Power Platform
2 5 (5.43%) Azure
3 4 (4.35%) Adobe Creative Cloud
3 4 (4.35%) Google Analytics
3 4 (4.35%) Miro
4 2 (2.17%) AWS
4 2 (2.17%) Microsoft 365
5 1 (1.09%) Azure Active Directory
5 1 (1.09%) Cloud Computing
5 1 (1.09%) PowerApps
Communications & Networking
1 4 (4.35%) Firewall
2 1 (1.09%) LAN
2 1 (1.09%) Network Security
2 1 (1.09%) VPN
2 1 (1.09%) WAN
Database & Business Intelligence
1 11 (11.96%) Power BI
1 11 (11.96%) Relational Database
2 8 (8.70%) RDBMS
3 7 (7.61%) Data Warehouse
3 7 (7.61%) Tableau
4 6 (6.52%) Apache Cassandra
4 6 (6.52%) BusinessObjects
4 6 (6.52%) NoSQL
5 4 (4.35%) Big Data
5 4 (4.35%) Data Mining
5 4 (4.35%) Essbase
6 3 (3.26%) IBM InfoSphere
6 3 (3.26%) QlikView
6 3 (3.26%) Spotfire
6 3 (3.26%) SQL Server
6 3 (3.26%) SQL Server Integration Services
7 2 (2.17%) MongoDB
7 2 (2.17%) Oracle Database
8 1 (1.09%) Oracle BI EE
8 1 (1.09%) Oracle BI Publisher
Development Applications
1 11 (11.96%) JIRA
2 9 (9.78%) Git (software)
3 6 (6.52%) Bitbucket
4 1 (1.09%) Subversion
General
1 48 (52.17%) Social Skills
2 35 (38.04%) Finance
3 9 (9.78%) Documentation Skills
4 7 (7.61%) Presentation Skills
5 4 (4.35%) Marketing
5 4 (4.35%) Public Sector
5 4 (4.35%) Retail
6 2 (2.17%) Influencing Skills
6 2 (2.17%) Local Government
6 2 (2.17%) Manufacturing
6 2 (2.17%) Police
7 1 (1.09%) Banking
7 1 (1.09%) Billing
7 1 (1.09%) Financial Institution
7 1 (1.09%) German Language
7 1 (1.09%) Law
7 1 (1.09%) Organisational Skills
Job Titles
1 27 (29.35%) Analyst
2 16 (17.39%) Administrator
3 12 (13.04%) Designer
4 11 (11.96%) Developer
5 8 (8.70%) Data Analyst
6 7 (7.61%) Systems Administrator
7 6 (6.52%) Data Administrator
7 6 (6.52%) Financial Analyst
7 6 (6.52%) Java Developer
7 6 (6.52%) Java Engineer
7 6 (6.52%) Java Software Engineer
7 6 (6.52%) Software Engineer
8 5 (5.43%) IT Analyst
8 5 (5.43%) Master Data Administrator
8 5 (5.43%) Security Analyst
8 5 (5.43%) Senior Designer
9 4 (4.35%) Service Analyst
9 4 (4.35%) Software Developer
9 4 (4.35%) Support Analyst
10 3 (3.26%) Analyst Programmer
Libraries, Frameworks & Software Standards
1 10 (10.87%) Spring
2 9 (9.78%) Spring Boot
3 6 (6.52%) Kafka
3 6 (6.52%) React
4 4 (4.35%) .NET
4 4 (4.35%) AngularJS
4 4 (4.35%) RESTful
5 3 (3.26%) Apache Camel
5 3 (3.26%) Hibernate
5 3 (3.26%) SOAP
5 3 (3.26%) Spring MVC
6 2 (2.17%) REST
6 2 (2.17%) Web Services
7 1 (1.09%) Oracle Fusion
7 1 (1.09%) Oracle GoldenGate
7 1 (1.09%) Velocity
7 1 (1.09%) XML
Miscellaneous
1 12 (13.04%) Analytical Mindset
2 7 (7.61%) Management Information System
3 6 (6.52%) Self-Motivation
3 6 (6.52%) Virtual Team
4 5 (5.43%) Data Structures
4 5 (5.43%) User Experience
5 3 (3.26%) Mainframe
6 2 (2.17%) Cyberthreat
6 2 (2.17%) Enterprise Software
7 1 (1.09%) Algorithms
7 1 (1.09%) Client/Server
7 1 (1.09%) Cyber Defence
7 1 (1.09%) Cyber Kill Chain
7 1 (1.09%) Freedom of Information
7 1 (1.09%) Linux Command Line
7 1 (1.09%) Replication
Operating Systems
1 12 (13.04%) Linux
2 6 (6.52%) Unix
2 6 (6.52%) Windows
3 4 (4.35%) Android
3 4 (4.35%) Apple iOS
4 1 (1.09%) Windows Server
Processes & Methodologies
1 49 (53.26%) Problem-Solving
2 28 (30.43%) Analytics
3 27 (29.35%) Agile Software Development
4 19 (20.65%) Scrum
5 18 (19.57%) Decision-Making
6 17 (18.48%) ERP
6 17 (18.48%) Project Management
7 13 (14.13%) Business Intelligence
7 13 (14.13%) Cybersecurity
7 13 (14.13%) Visualisation
8 11 (11.96%) Change Management
8 11 (11.96%) Software Engineering
9 10 (10.87%) ITIL
9 10 (10.87%) Microservices
9 10 (10.87%) Risk Management
10 9 (9.78%) Analytical Thinking
10 9 (9.78%) Data Management
10 9 (9.78%) PRINCE
10 9 (9.78%) Project Delivery
11 8 (8.70%) Planning and Forecasting
Programming Languages
1 24 (26.09%) SQL
2 12 (13.04%) Java
3 8 (8.70%) Python
4 6 (6.52%) JavaScript
4 6 (6.52%) T-SQL
5 4 (4.35%) C#
6 3 (3.26%) Java 8
7 2 (2.17%) PowerShell
7 2 (2.17%) Scala
7 2 (2.17%) TypeScript
8 1 (1.09%) Perl
8 1 (1.09%) R
8 1 (1.09%) VBScript
Qualifications
1 19 (20.65%) Degree
2 6 (6.52%) AWS Certification
3 3 (3.26%) Security Cleared
4 1 (1.09%) CEH
4 1 (1.09%) CompTIA Security+
4 1 (1.09%) HND
4 1 (1.09%) PMI Certification
4 1 (1.09%) PMP
4 1 (1.09%) SC Cleared
Quality Assurance & Compliance
1 8 (8.70%) Data Quality
2 6 (6.52%) QA
3 4 (4.35%) SLA
4 2 (2.17%) PMO
5 1 (1.09%) GDPR
5 1 (1.09%) ISO 22301
5 1 (1.09%) ISO/IEC 27001
System Software
1 7 (7.61%) Docker
2 2 (2.17%) Active Directory
3 1 (1.09%) Hyper-V
3 1 (1.09%) Snort
Vendors
1 22 (23.91%) Microsoft
2 15 (16.30%) Oracle
3 6 (6.52%) Atlassian
3 6 (6.52%) SAP
3 6 (6.52%) Virgin Media
4 5 (5.43%) Hyperion
5 4 (4.35%) Adobe
5 4 (4.35%) Anaplan
5 4 (4.35%) Google
6 3 (3.26%) Informatica
6 3 (3.26%) Netezza
6 3 (3.26%) Talend
7 2 (2.17%) MicroStrategy
7 2 (2.17%) Salesforce.com
7 2 (2.17%) Serena
8 1 (1.09%) Cognos
8 1 (1.09%) Databricks
8 1 (1.09%) Splunk