Period
to

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 29 June 2022 with a comparison to the same period over the previous 2 years.

Analytical Skills
Scotland > Glasgow
6 months to
29 Jun 2022
Same period 2021 Same period 2020
Rank 22 37 48
Rank change year-on-year +15 +11 -8
Permanent jobs citing Analytical Skills 158 80 50
As % of all permanent jobs advertised in Glasgow 9.03% 5.65% 4.89%
As % of the General category 14.62% 10.90% 11.29%
Number of salaries quoted 77 48 34
10th Percentile £29,300 £37,500 £30,250
25th Percentile £35,000 £40,938 £37,500
Median annual salary (50th Percentile) £47,900 £48,000 £50,000
Median % change year-on-year -0.21% -4.00% +15.98%
75th Percentile £55,000 £54,375 £56,563
90th Percentile £71,250 £67,875 £57,500
Scotland median annual salary £48,621 £47,500 £50,000
% change year-on-year +2.36% -5.00% +14.29%

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 1,081 734 443
As % of all permanent IT jobs advertised in Glasgow 61.81% 51.87% 43.35%
Number of salaries quoted 516 455 287
10th Percentile £30,221 £31,250 £31,200
25th Percentile £36,250 £37,500 £37,500
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -
75th Percentile £65,000 £60,250 £55,000
90th Percentile £77,500 £75,750 £62,500
Scotland median annual salary £55,000 £50,000 £47,500
% change year-on-year +10.00% +5.26% +5.56%

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 29 June 2022.

Salary histogram for Analytical Skills in Glasgow

For the 6 months to 29 June 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 95 (60.13%) Problem-Solving
2 75 (47.47%) Social Skills
3 54 (34.18%) Agile
4 52 (32.91%) SQL
4 52 (32.91%) Finance
5 47 (29.75%) Analytics
6 46 (29.11%) Degree
7 33 (20.89%) User Stories
8 32 (20.25%) Microsoft Excel
9 28 (17.72%) Retail
9 28 (17.72%) Mentoring
10 26 (16.46%) Software Engineering
11 24 (15.19%) Microsoft PowerPoint
12 23 (14.56%) React
12 23 (14.56%) Presentation Skills
13 22 (13.92%) Microsoft
14 21 (13.29%) T-SQL
14 21 (13.29%) QA
15 20 (12.66%) Requirements Analysis
15 20 (12.66%) JavaScript
15 20 (12.66%) .NET
15 20 (12.66%) Full Stack Development
16 19 (12.03%) Oracle
16 19 (12.03%) C#
16 19 (12.03%) OO
17 18 (11.39%) MS Visio
17 18 (11.39%) OOP
17 18 (11.39%) SAS
17 18 (11.39%) Pair Programming
17 18 (11.39%) TypeScript

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 18 (11.39%) SAS
2 4 (2.53%) MS Exchange
3 3 (1.90%) Confluence
4 2 (1.27%) Umbraco
5 1 (0.63%) Apache
5 1 (0.63%) Apache Spark
5 1 (0.63%) SharePoint
Applications
1 32 (20.25%) Microsoft Excel
2 24 (15.19%) Microsoft PowerPoint
3 18 (11.39%) MS Visio
4 17 (10.76%) Microsoft Office
5 14 (8.86%) Microsoft Project
6 4 (2.53%) InVision
6 4 (2.53%) Sketch
6 4 (2.53%) UserZoom
Business Applications
1 6 (3.80%) SAP APO
1 6 (3.80%) SAP MDG
2 3 (1.90%) Dynamics CRM
Cloud Services
1 17 (10.76%) Power Platform
2 14 (8.86%) Azure
3 10 (6.33%) AWS
4 5 (3.16%) Google Analytics
4 5 (3.16%) Microsoft 365
5 4 (2.53%) Adobe Creative Cloud
5 4 (2.53%) Miro
6 2 (1.27%) Azure Synapse Analytics
6 2 (1.27%) Cloud Computing
6 2 (1.27%) SaaS
7 1 (0.63%) Adobe Analytics
7 1 (0.63%) Amazon EC2
7 1 (0.63%) AWS CloudFormation
7 1 (0.63%) Dynamics 365
7 1 (0.63%) Google Workspace
7 1 (0.63%) IaaS
Communications & Networking
1 8 (5.06%) Peer-to-Peer Networking
2 6 (3.80%) DHCP
2 6 (3.80%) DNS
3 5 (3.16%) Firewall
4 4 (2.53%) SAN
5 3 (1.90%) Remote Desktop
6 1 (0.63%) RS-485
6 1 (0.63%) VPN
Database & Business Intelligence
1 17 (10.76%) Power BI
2 15 (9.49%) SQL Server
3 13 (8.23%) Relational Database
4 10 (6.33%) Tableau
5 9 (5.70%) Data Warehouse
6 6 (3.80%) RDBMS
7 4 (2.53%) DB2
8 3 (1.90%) Oracle Database
9 2 (1.27%) Azure SQL Database
9 2 (1.27%) BusinessObjects
9 2 (1.27%) MongoDB
9 2 (1.27%) NoSQL
9 2 (1.27%) OLAP
9 2 (1.27%) QlikView
9 2 (1.27%) SQL Server Integration Services
9 2 (1.27%) SQL Server Reporting Services
10 1 (0.63%) Amazon RDS
10 1 (0.63%) Data Mart
10 1 (0.63%) Data Mining
10 1 (0.63%) Enterprise Data Warehouse
Development Applications
1 4 (2.53%) JIRA
2 3 (1.90%) Jenkins
3 2 (1.27%) JUnit
3 2 (1.27%) TeamCity
4 1 (0.63%) Cucumber
4 1 (0.63%) Git (software)
4 1 (0.63%) Ranorex
4 1 (0.63%) Selenium
General
1 75 (47.47%) Social Skills
2 52 (32.91%) Finance
3 28 (17.72%) Retail
4 23 (14.56%) Presentation Skills
5 15 (9.49%) Banking
6 13 (8.23%) Marketing
7 10 (6.33%) Organisational Skills
8 6 (3.80%) Local Government
8 6 (3.80%) Police
9 5 (3.16%) Documentation Skills
9 5 (3.16%) Public Sector
10 4 (2.53%) Advertising
11 3 (1.90%) Front Office
11 3 (1.90%) Influencing Skills
11 3 (1.90%) Investment Banking
12 2 (1.27%) Electronics
13 1 (0.63%) Law
13 1 (0.63%) Legal
13 1 (0.63%) Manufacturing
13 1 (0.63%) Publishing
Job Titles
1 52 (32.91%) Analyst
2 30 (18.99%) Business Analyst
3 28 (17.72%) Developer
4 19 (12.03%) Software Developer
5 15 (9.49%) Senior Analyst
6 13 (8.23%) Senior Business Analyst
7 12 (7.59%) Programmer
8 11 (6.96%) Lead Business Analyst
8 11 (6.96%) Statistical Programmer
9 9 (5.70%) Designer
9 9 (5.70%) Graduate
10 8 (5.06%) Senior Programmer
10 8 (5.06%) Senior Statistical Programmer
11 7 (4.43%) Administrator
11 7 (4.43%) Applications Support
11 7 (4.43%) Data Administrator
11 7 (4.43%) Data Analyst
11 7 (4.43%) Support Analyst
12 6 (3.80%) Associate Director
12 6 (3.80%) Master Data Administrator
Libraries, Frameworks & Software Standards
1 23 (14.56%) React
2 20 (12.66%) .NET
3 4 (2.53%) COM
4 3 (1.90%) AngularJS
5 2 (1.27%) CSS
5 2 (1.27%) FIX Protocol
5 2 (1.27%) HTML
5 2 (1.27%) J2SE
5 2 (1.27%) Java SE
5 2 (1.27%) JMS
5 2 (1.27%) Middleware
5 2 (1.27%) QuickFIX
5 2 (1.27%) REST
5 2 (1.27%) Sass
5 2 (1.27%) Semantic HTML
5 2 (1.27%) SOAP
5 2 (1.27%) Velocity
5 2 (1.27%) Web Services
6 1 (0.63%) Django
6 1 (0.63%) Spring
Miscellaneous
1 17 (10.76%) Self-Motivation
2 10 (6.33%) Driving Licence
3 8 (5.06%) Data Structures
4 7 (4.43%) Management Information System
5 5 (3.16%) NHS
6 4 (2.53%) Equity Derivative
6 4 (2.53%) Graphic Design
6 4 (2.53%) Podcast
7 3 (1.90%) Algorithms
7 3 (1.90%) Analytical Mindset
7 3 (1.90%) IoT
8 2 (1.27%) Credit Risk
8 2 (1.27%) Enterprise Software
8 2 (1.27%) Fixed Income
8 2 (1.27%) Greenfield Project
8 2 (1.27%) Hedge funds
9 1 (0.63%) Device Driver
9 1 (0.63%) Equities
9 1 (0.63%) Foreign Exchange (FX)
9 1 (0.63%) Market Risk
Operating Systems
1 8 (5.06%) Windows
2 6 (3.80%) Linux
2 6 (3.80%) Unix
2 6 (3.80%) Windows Server
3 4 (2.53%) Android
3 4 (2.53%) Apple iOS
3 4 (2.53%) Windows Server 2003
3 4 (2.53%) Windows Server 2016
4 1 (0.63%) HPUX
Processes & Methodologies
1 95 (60.13%) Problem-Solving
2 54 (34.18%) Agile
3 47 (29.75%) Analytics
4 33 (20.89%) User Stories
5 28 (17.72%) Mentoring
6 26 (16.46%) Software Engineering
7 20 (12.66%) Full Stack Development
7 20 (12.66%) Requirements Analysis
8 19 (12.03%) OO
9 18 (11.39%) OOP
9 18 (11.39%) Pair Programming
10 17 (10.76%) Acceptance Criteria
10 17 (10.76%) Business Transformation
11 16 (10.13%) Business Analysis
11 16 (10.13%) Business Development
11 16 (10.13%) Continuous Improvement
11 16 (10.13%) Data Management
11 16 (10.13%) Project Management
11 16 (10.13%) Requirements Gathering
12 15 (9.49%) Scrum
Programming Languages
1 52 (32.91%) SQL
2 21 (13.29%) T-SQL
3 20 (12.66%) JavaScript
4 19 (12.03%) C#
5 18 (11.39%) TypeScript
6 13 (8.23%) Java
6 13 (8.23%) Python
7 7 (4.43%) R
8 4 (2.53%) C++
8 4 (2.53%) MATLAB
8 4 (2.53%) PowerShell
9 3 (1.90%) Shell Script
10 2 (1.27%) C
10 2 (1.27%) Perl
10 2 (1.27%) Scala
10 2 (1.27%) VBA
11 1 (0.63%) PL/SQL
Qualifications
1 46 (29.11%) Degree
2 5 (3.16%) HND
2 5 (3.16%) Security Cleared
3 4 (2.53%) BPSS Clearance
3 4 (2.53%) Six Sigma Green Belt
3 4 (2.53%) Six Sigma Yellow Belt
4 3 (1.90%) Computer Science Degree
5 1 (0.63%) APMP
5 1 (0.63%) ISEB
5 1 (0.63%) ISTQB
5 1 (0.63%) ISTQB Foundation Certification
5 1 (0.63%) PMI Certification
5 1 (0.63%) PMP
5 1 (0.63%) TOGAF Certification
Quality Assurance & Compliance
1 21 (13.29%) QA
2 11 (6.96%) Good Clinical Practice
3 9 (5.70%) 21 CFR Part 11
4 8 (5.06%) CDISC
4 8 (5.06%) ISO 14001
4 8 (5.06%) ISO 9001
4 8 (5.06%) SLA
5 5 (3.16%) HL7
6 4 (2.53%) Data Quality
7 1 (0.63%) IFRS
7 1 (0.63%) IFRS 17
7 1 (0.63%) IFRS 9
7 1 (0.63%) PMO
7 1 (0.63%) Solvency II
System Software
1 6 (3.80%) Active Directory
2 4 (2.53%) Hyper-V
2 4 (2.53%) VMware Infrastructure
3 2 (1.27%) Docker
Systems Management
1 2 (1.27%) Ansible
2 1 (0.63%) Kubernetes
2 1 (0.63%) Opscode Chef
2 1 (0.63%) Terraform
Vendors
1 22 (13.92%) Microsoft
2 19 (12.03%) Oracle
3 8 (5.06%) Teradata
4 7 (4.43%) SAP
5 6 (3.80%) Google
6 5 (3.16%) Adobe
7 4 (2.53%) Sybase
7 4 (2.53%) VMware
8 3 (1.90%) Databricks
9 2 (1.27%) Mitel
10 1 (0.63%) 3PAR
10 1 (0.63%) Apple
10 1 (0.63%) Cisco
10 1 (0.63%) IBM
10 1 (0.63%) Nimble Storage
10 1 (0.63%) Salesforce.com