Period
to 5 August 2020

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 5 August 2020 with a comparison to the same period in the previous 2 years.

Analytics
Scotland > Glasgow
6 months to
5 Aug 2020
Same period 2019 Same period 2018
Rank 30 35 49
Rank change year-on-year +5 +14 +17
Permanent jobs citing Analytics 55 125 136
As % of all permanent jobs advertised in Glasgow 6.21% 6.70% 5.76%
As % of the Processes & Methodologies category 6.62% 7.12% 6.07%
Number of salaries quoted 45 96 89
Median annual salary £43,500 £47,000 £45,500
Median salary % change year-on-year -7.45% +3.30% +13.75%
10th Percentile £30,250 £29,500 £30,000
90th Percentile £55,000 £75,000 £67,500
Scotland median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +11.76%

Analytics 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.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 831 1,755 2,240
As % of all permanent IT jobs advertised in Glasgow 93.79% 94.05% 94.88%
Number of salaries quoted 570 1,232 1,640
Median annual salary £45,000 £45,000 £47,500
Median salary % change year-on-year - -5.26% +5.56%
10th Percentile £31,250 £31,250 £31,090
90th Percentile £65,000 £68,625 £67,500
Scotland median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Analytics
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Analytics in Glasgow

Analytics
Salary Trend in Glasgow

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

Salary trend for Analytics in Glasgow

Analytics
Salary Histogram in Glasgow

Salary distribution for jobs citing Analytics in Glasgow over the 6 months to 5 August 2020.

Salary histogram for Analytics in Glasgow

For the 6 months to 5 August 2020, IT jobs citing Analytics 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 Analytics.

1 22 (40.00%) SQL
2 19 (34.55%) Agile Software Development
3 18 (32.73%) Data Warehouse
4 16 (29.09%) Business Intelligence
5 12 (21.82%) Python
5 12 (21.82%) ETL
5 12 (21.82%) JIRA
5 12 (21.82%) Azure
5 12 (21.82%) Data Analytics
6 11 (20.00%) Data Science
7 9 (16.36%) Finance
7 9 (16.36%) Microsoft
8 8 (14.55%) SQL Server Integration Services
8 8 (14.55%) Apple Swift
8 8 (14.55%) Apple iOS
8 8 (14.55%) Android
9 7 (12.73%) SQL Server Analysis Services
9 7 (12.73%) JSON
9 7 (12.73%) AWS
9 7 (12.73%) Kotlin
9 7 (12.73%) Analytical Skills
9 7 (12.73%) Google
9 7 (12.73%) Pharmaceutical
9 7 (12.73%) Data Modelling
9 7 (12.73%) Java
9 7 (12.73%) Data Lake
10 6 (10.91%) Oracle
10 6 (10.91%) SQL Server
10 6 (10.91%) XML
10 6 (10.91%) SQL Server Reporting Services

Analytics
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 (7.27%) SAS
2 2 (3.64%) Confluence
3 1 (1.82%) Apache Spark
3 1 (1.82%) SharePoint
Applications
1 3 (5.45%) Microsoft Excel
2 2 (3.64%) InVision
2 2 (3.64%) Microsoft Office
2 2 (3.64%) Microsoft PowerPoint
2 2 (3.64%) Sketch
3 1 (1.82%) MS Visio
Business Applications
1 1 (1.82%) Oracle EBS
Cloud Services
1 12 (21.82%) Azure
2 7 (12.73%) AWS
3 6 (10.91%) Firebase
4 4 (7.27%) PaaS
4 4 (7.27%) Power Platform
4 4 (7.27%) SaaS
5 3 (5.45%) Amazon Kinesis
5 3 (5.45%) AWS Lambda
5 3 (5.45%) Cloud Computing
5 3 (5.45%) Serverless
6 2 (3.64%) Adobe Analytics
6 2 (3.64%) Adobe Creative Cloud
6 2 (3.64%) Google Analytics
6 2 (3.64%) IaaS
6 2 (3.64%) Slack
7 1 (1.82%) Azure Data Factory
7 1 (1.82%) IBM Blueworks
7 1 (1.82%) Office 365
Communications & Networking
1 3 (5.45%) Network Security
2 1 (1.82%) DMZ
2 1 (1.82%) Firewall
2 1 (1.82%) SSL
2 1 (1.82%) TCP/IP
2 1 (1.82%) tcpdump
2 1 (1.82%) VPN
2 1 (1.82%) Wireshark
Database & Business Intelligence
1 18 (32.73%) Data Warehouse
2 8 (14.55%) SQL Server Integration Services
3 7 (12.73%) Data Lake
3 7 (12.73%) SQL Server Analysis Services
4 6 (10.91%) Big Data
4 6 (10.91%) SQL Server
4 6 (10.91%) SQL Server Reporting Services
5 4 (7.27%) PostgreSQL
5 4 (7.27%) Power BI
5 4 (7.27%) QlikView
6 3 (5.45%) Amazon Athena
6 3 (5.45%) Amazon Redshift
7 2 (3.64%) Azure SQL Data Warehouse
7 2 (3.64%) Mixpanel
7 2 (3.64%) RDBMS
7 2 (3.64%) Relational Database
8 1 (1.82%) BusinessObjects
8 1 (1.82%) Data Mining
8 1 (1.82%) MySQL
8 1 (1.82%) SQL Server 2000
Development Applications
1 12 (21.82%) JIRA
2 4 (7.27%) Git (software)
3 3 (5.45%) Maven
4 2 (3.64%) Gerrit
4 2 (3.64%) Gradle
5 1 (1.82%) Bitbucket
5 1 (1.82%) Jenkins
5 1 (1.82%) Visual Studio
General
1 9 (16.36%) Finance
2 7 (12.73%) Pharmaceutical
3 2 (3.64%) Banking
3 2 (3.64%) Billing
3 2 (3.64%) Manufacturing
3 2 (3.64%) Public Sector
4 1 (1.82%) Legal
4 1 (1.82%) Marketing
4 1 (1.82%) Retail
Job Titles
1 18 (32.73%) Developer
2 8 (14.55%) Data Engineer
3 5 (9.09%) Designer
3 5 (9.09%) Java Developer
4 4 (7.27%) Analyst
4 4 (7.27%) Software Engineer
4 4 (7.27%) SQL Developer
5 3 (5.45%) Architect
5 3 (5.45%) Cognos Developer
5 3 (5.45%) Junior
5 3 (5.45%) Mobile Developer
5 3 (5.45%) Python Developer
5 3 (5.45%) Software Developer
6 2 (3.64%) Big Data Engineer
6 2 (3.64%) Digital Architect
6 2 (3.64%) Digital Solutions Architect
6 2 (3.64%) UI Designer
6 2 (3.64%) UI/UX Designer
6 2 (3.64%) Unix Developer
6 2 (3.64%) UX Designer
Libraries, Frameworks & Software Standards
1 7 (12.73%) JSON
2 6 (10.91%) XML
3 5 (9.09%) HTML
4 4 (7.27%) Spring
4 4 (7.27%) Web Services
5 2 (3.64%) CSS
5 2 (3.64%) REST
5 2 (3.64%) RESTful
5 2 (3.64%) ServiceStack
5 2 (3.64%) Spring Boot
5 2 (3.64%) Velocity
6 1 (1.82%) Apache NiFi
6 1 (1.82%) Kafka
6 1 (1.82%) PySpark
6 1 (1.82%) Regular Expression
6 1 (1.82%) SAP XI
6 1 (1.82%) Servlets
Miscellaneous
1 7 (12.73%) Analytical Skills
2 5 (9.09%) User Experience
3 3 (5.45%) Data Structures
3 3 (5.45%) Driving Licence
3 3 (5.45%) Greenfield Project
4 2 (3.64%) Algorithms
4 2 (3.64%) Analytical Mindset
4 2 (3.64%) Social Media
5 1 (1.82%) BBC
5 1 (1.82%) Client/Server
5 1 (1.82%) Data Centre
5 1 (1.82%) Management Information System
5 1 (1.82%) Mobile App
5 1 (1.82%) Reference Data
5 1 (1.82%) Renewable Energy
5 1 (1.82%) Replication
5 1 (1.82%) Self-Motivation
5 1 (1.82%) Taxonomies
Operating Systems
1 8 (14.55%) Android
1 8 (14.55%) Apple iOS
2 5 (9.09%) Linux
3 3 (5.45%) Unix
4 2 (3.64%) Windows
Processes & Methodologies
1 19 (34.55%) Agile Software Development
2 16 (29.09%) Business Intelligence
3 12 (21.82%) Data Analytics
3 12 (21.82%) ETL
4 11 (20.00%) Data Science
5 7 (12.73%) Data Modelling
6 6 (10.91%) Data Management
6 6 (10.91%) Mobile Development
6 6 (10.91%) Test Automation
6 6 (10.91%) Visualisation
7 5 (9.09%) Continuous Integration
7 5 (9.09%) Project Management
7 5 (9.09%) Software Engineering
8 4 (7.27%) Data Governance
8 4 (7.27%) Problem-Solving
8 4 (7.27%) User Acceptance Testing
9 3 (5.45%) Data Development
9 3 (5.45%) Machine Learning
9 3 (5.45%) Multithreading
9 3 (5.45%) Use Case
Programming Languages
1 22 (40.00%) SQL
2 12 (21.82%) Python
3 8 (14.55%) Apple Swift
4 7 (12.73%) Java
4 7 (12.73%) Kotlin
5 5 (9.09%) PL/SQL
6 3 (5.45%) JavaScript
6 3 (5.45%) R
7 2 (3.64%) Bash Shell
7 2 (3.64%) MATLAB
7 2 (3.64%) Perl
7 2 (3.64%) Scala
7 2 (3.64%) TypeScript
8 1 (1.82%) Data Analysis Expressions (DAX)
8 1 (1.82%) Go
8 1 (1.82%) PowerShell
8 1 (1.82%) Ruby
Qualifications
1 5 (9.09%) Degree
2 2 (3.64%) Computer Science Degree
3 1 (1.82%) MCSE
3 1 (1.82%) Microsoft Certification
3 1 (1.82%) PMI Certification
3 1 (1.82%) PMP
3 1 (1.82%) Six Sigma Master Black Belt
3 1 (1.82%) Six Sigma Yellow Belt
3 1 (1.82%) TOGAF Certification
Quality Assurance & Compliance
1 5 (9.09%) Data Quality
2 3 (5.45%) QA
3 1 (1.82%) GDPR
System Software
1 2 (3.64%) Virtual Machines
2 1 (1.82%) Apache ZooKeeper
Systems Management
1 2 (3.64%) Ansible
1 2 (3.64%) Terraform
2 1 (1.82%) Opscode Chef
Vendors
1 9 (16.36%) Microsoft
2 7 (12.73%) Google
3 6 (10.91%) Oracle
4 5 (9.09%) Databricks
5 4 (7.27%) Adobe
5 4 (7.27%) Cognos
5 4 (7.27%) MicroStrategy
5 4 (7.27%) Tableau
6 2 (3.64%) Hotjar
6 2 (3.64%) Xamarin
7 1 (1.82%) Adaptive Insights
7 1 (1.82%) Alteryx
7 1 (1.82%) Apple
7 1 (1.82%) CA Agile Central
7 1 (1.82%) IBM
7 1 (1.82%) Informatica
7 1 (1.82%) SAP
7 1 (1.82%) Splunk
7 1 (1.82%) Talend
7 1 (1.82%) Workday