Period
to 21 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 21 January 2019 with a comparison to the same period in the previous 2 years.

Data Analytics
Scotland > Glasgow
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 116 113 96
Rank change year-on-year -3 -17 +33
Permanent jobs citing Data Analytics 29 35 26
As % of all permanent IT jobs advertised in Glasgow 1.47% 1.61% 1.39%
As % of the Processes & Methodologies category 1.55% 1.73% 1.50%
Number of salaries quoted 14 19 17
Glasgow median annual salary £70,000 £50,000 £55,000
Median salary % change year-on-year +40.00% -9.09% -2.65%
10th Percentile £36,250 £33,750 £37,500
90th Percentile £75,250 £63,100 £94,000
Scotland median annual salary £55,000 £40,000 £52,500
% change year-on-year +37.50% -23.81% -8.70%

Data 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 1,865 2,023 1,738
As % of all permanent IT jobs advertised in Glasgow 94.62% 93.05% 92.84%
Number of salaries quoted 1,328 1,350 1,016
Glasgow median annual salary £46,000 £47,500 £43,000
Median salary % change year-on-year -3.16% +10.47% +1.18%
10th Percentile £31,250 £31,500 £30,000
90th Percentile £65,000 £67,500 £60,000
Scotland median annual salary £45,000 £45,000 £44,500
% change year-on-year - +1.12% +4.71%

Data Analytics
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Data Analytics in Glasgow

Data Analytics
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics in Glasgow.

Salary trend for Data Analytics in Glasgow

Data Analytics
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Data Analytics in Glasgow over the 6 months to 21 January 2019.

Salary histogram for Data Analytics in Glasgow

For the 6 months to 21 January 2019, IT jobs citing Data 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 Data Analytics.

1 29 (100.00%) Analytics
2 19 (65.52%) Agile Software Development
3 16 (55.17%) SOA
3 16 (55.17%) Big Data
4 15 (51.72%) Apache Cassandra
5 14 (48.28%) Python
6 13 (44.83%) Java
6 13 (44.83%) Software Engineering
7 10 (34.48%) MongoDB
7 10 (34.48%) Big Data Analytics
8 8 (27.59%) Microservices
8 8 (27.59%) Tableau
9 7 (24.14%) Scrum
9 7 (24.14%) CGI
9 7 (24.14%) BusinessObjects
9 7 (24.14%) Middleware
9 7 (24.14%) Data Visualisation
9 7 (24.14%) Mentoring
9 7 (24.14%) Continuous Integration
9 7 (24.14%) Visualisation
9 7 (24.14%) Open Source
10 6 (20.69%) Test Automation
10 6 (20.69%) QlikView
10 6 (20.69%) Apache Spark
10 6 (20.69%) DevOps
10 6 (20.69%) NoSQL
10 6 (20.69%) Business Intelligence
11 5 (17.24%) Data Management
11 5 (17.24%) Informatica
11 5 (17.24%) TIBCO

Data 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 6 (20.69%) Apache Spark
2 5 (17.24%) SAS
3 4 (13.79%) JBoss
Applications
1 1 (3.45%) Microsoft Excel
Cloud Services
1 4 (13.79%) Amazon AWS
2 3 (10.34%) Amazon SQS
2 3 (10.34%) Google Cloud Platform
2 3 (10.34%) Microsoft Azure
3 1 (3.45%) PaaS
Communications & Networking
1 3 (10.34%) HTTP
Database & Business Intelligence
1 16 (55.17%) Big Data
2 15 (51.72%) Apache Cassandra
3 10 (34.48%) MongoDB
4 7 (24.14%) BusinessObjects
5 6 (20.69%) NoSQL
5 6 (20.69%) QlikView
6 5 (17.24%) Data Warehouse
6 5 (17.24%) Hadoop
7 4 (13.79%) Neo4j
8 3 (10.34%) Cosmos DB
8 3 (10.34%) CouchDB
8 3 (10.34%) Power BI
8 3 (10.34%) RDBMS
8 3 (10.34%) Relational Database
9 2 (6.90%) SQL Server
10 1 (3.45%) SQL Server Reporting Services
Development Applications
1 5 (17.24%) ERwin
2 3 (10.34%) Git (software)
General
1 3 (10.34%) Finance
2 1 (3.45%) Banking
2 1 (3.45%) Investment Banking
2 1 (3.45%) Law
2 1 (3.45%) Local Government
Job Titles
1 8 (27.59%) Architect
2 6 (20.69%) Development Manager
2 6 (20.69%) Technical Development Manager
2 6 (20.69%) Technical Leader
2 6 (20.69%) Technical Manager
3 5 (17.24%) Analyst
3 5 (17.24%) Data Architect
4 4 (13.79%) Data Analyst
4 4 (13.79%) Developer
4 4 (13.79%) Software Engineer
5 3 (10.34%) Lead Developer
5 3 (10.34%) Lead Software Developer
5 3 (10.34%) Software Developer
5 3 (10.34%) Solutions Architect
6 2 (6.90%) .NET Developer
6 2 (6.90%) .NET Software Developer
6 2 (6.90%) Data Visualisation Analyst
6 2 (6.90%) Lead .NET Developer
6 2 (6.90%) Principal Engineer
6 2 (6.90%) Principal Software Engineer
Libraries, Frameworks & Software Standards
1 7 (24.14%) CGI
1 7 (24.14%) Middleware
2 4 (13.79%) .NET
2 4 (13.79%) .NET Framework
2 4 (13.79%) ActiveMQ
2 4 (13.79%) AngularJS
2 4 (13.79%) Apache Camel
2 4 (13.79%) Apache CXF
2 4 (13.79%) Elastic Stack
2 4 (13.79%) Node.js
2 4 (13.79%) Spring
3 3 (10.34%) Akka.NET
3 3 (10.34%) ASP.NET
3 3 (10.34%) ASP.NET Web API
3 3 (10.34%) Entity Framework
3 3 (10.34%) RabbitMQ
3 3 (10.34%) REST
3 3 (10.34%) WCF
3 3 (10.34%) Web Services
4 1 (3.45%) J2EE
Miscellaneous
1 4 (13.79%) Greenfield Project
2 1 (3.45%) Data Structures
2 1 (3.45%) Video\Live Streaming
2 1 (3.45%) Virtual Team
Operating Systems
1 4 (13.79%) CentOS
1 4 (13.79%) Linux
1 4 (13.79%) Ubuntu
2 1 (3.45%) Android
Processes & Methodologies
1 29 (100.00%) Analytics
2 19 (65.52%) Agile Software Development
3 16 (55.17%) SOA
4 13 (44.83%) Software Engineering
5 10 (34.48%) Big Data Analytics
6 8 (27.59%) Microservices
7 7 (24.14%) Continuous Integration
7 7 (24.14%) Data Visualisation
7 7 (24.14%) Mentoring
7 7 (24.14%) Open Source
7 7 (24.14%) Scrum
7 7 (24.14%) Visualisation
8 6 (20.69%) Business Intelligence
8 6 (20.69%) DevOps
8 6 (20.69%) Test Automation
9 5 (17.24%) Data Architecture
9 5 (17.24%) Data Management
9 5 (17.24%) Data Modelling
9 5 (17.24%) Master Data Management
9 5 (17.24%) Statistical Modelling
Programming Languages
1 14 (48.28%) Python
2 13 (44.83%) Java
3 4 (13.79%) JavaScript
3 4 (13.79%) Jython
3 4 (13.79%) SQL
4 3 (10.34%) C#
4 3 (10.34%) R
5 1 (3.45%) C
5 1 (3.45%) C++
5 1 (3.45%) T-SQL
Qualifications
1 4 (13.79%) Security Cleared
2 3 (10.34%) Degree
3 1 (3.45%) ITIL Certification
Quality Assurance & Compliance
1 5 (17.24%) Data Quality
Vendors
1 8 (27.59%) Tableau
2 5 (17.24%) Cloudera
2 5 (17.24%) Informatica
2 5 (17.24%) SAP
2 5 (17.24%) TIBCO
2 5 (17.24%) Vertica
3 3 (10.34%) Google
4 1 (3.45%) Microsoft
4 1 (3.45%) Oracle