The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics over the 3 months to 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Data Analytics
Rank 94 80 -
Rank change year-on-year
-14 -
Permanent jobs citing Data Analytics 14 24 0
As % of all permanent IT jobs located in Glasgow 1.09% 1.95% -
As % of the Processes & Methodologies category 1.18% 2.15% -
Number of salaries quoted 11 19 0
Median salary £47,500 £44,500 -
Median salary % change year-on-year
+6.74% -
UK excluding London median salary £51,973 £45,000 £42,500
% change year-on-year
+15.49% +5.88%
Data Analytics
Scotland

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Glasgow region.

Processes & Methodologies Category
Glasgow
Permanent IT job ads with a match in the
Processes & Methodologies category
1188 1117 1262
As % of all permanent IT jobs located in Glasgow 92.67% 90.89% 90.21%
Number of salaries quoted 600 704 801
Median salary £45,000 £44,000 £40,000
Median salary % change year-on-year
+2.27% +10.00%
90% offered a salary of more than £30,148 £34,000 £30,000
10% offered a salary of more than £60,000 £60,000 £63,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analytics
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow region citing Data Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analytics Jobs Demand Trend 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 across the Glasgow region.

Data Analytics Salary Trend in Glasgow

Data Analytics
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing Data Analytics across the Glasgow region over the 3 months to 23 July 2016.

Data Analytics Salary Histogram in Glasgow

Data Analytics
Top 30 Related IT Skills in Glasgow

For the 6 months to 23 July 2016, IT jobs citing Data Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Glasgow region with a requirement for Data Analytics.

1 20 (100.00%) Analytics
2 12 (60.00%) Finance
3 11 (55.00%) Java
4 9 (45.00%) Unix
4 9 (45.00%) Python
5 8 (40.00%) Big Data
6 7 (35.00%) Banking
6 7 (35.00%) SQL
6 7 (35.00%) Linux
7 6 (30.00%) Oracle
7 6 (30.00%) Data Warehouse
7 6 (30.00%) Business Intelligence
7 6 (30.00%) Scrum
7 6 (30.00%) Degree
7 6 (30.00%) Analytical Skills
8 5 (25.00%) Apache Flume
8 5 (25.00%) Spring
8 5 (25.00%) Maven
8 5 (25.00%) HBase
8 5 (25.00%) Apache Pig
8 5 (25.00%) Hadoop
8 5 (25.00%) Apache Hive
8 5 (25.00%) R
8 5 (25.00%) ETL
8 5 (25.00%) OO
9 4 (20.00%) PL/SQL
9 4 (20.00%) Open Source
9 4 (20.00%) Visualisation
9 4 (20.00%) Oracle Database
9 4 (20.00%) Data Quality

Data Analytics
Top Related 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 (25.00%) Apache Pig
2 3 (15.00%) JBoss
3 2 (10.00%) Apache Spark
3 2 (10.00%) SAS
4 1 (5.00%) Apache
4 1 (5.00%) Tomcat
Business Applications
1 2 (10.00%) Cognos Business Intelligence
Cloud Services
1 1 (5.00%) IaaS
1 1 (5.00%) SaaS
Communications & Networking
1 3 (15.00%) HTTP
2 1 (5.00%) Network Security
Database & Business Intelligence
1 8 (40.00%) Big Data
2 6 (30.00%) Data Warehouse
3 5 (25.00%) Apache Hive
3 5 (25.00%) Hadoop
3 5 (25.00%) HBase
4 4 (20.00%) Oracle Database
5 3 (15.00%) RDBMS
5 3 (15.00%) Relational Database
5 3 (15.00%) SQL Server
5 3 (15.00%) SQL Server Integration Services
6 2 (10.00%) Cognos Query Studio
6 2 (10.00%) IBM BigInsights
7 1 (5.00%) Base SAS
7 1 (5.00%) BusinessObjects
7 1 (5.00%) Enterprise Data Warehouse
7 1 (5.00%) IBM InfoSphere
7 1 (5.00%) Impala
7 1 (5.00%) Oracle8/8i Database
7 1 (5.00%) QlikView
7 1 (5.00%) SQL Server Reporting Services
Development Applications
1 5 (25.00%) Maven
2 2 (10.00%) Ant
2 2 (10.00%) JUnit
2 2 (10.00%) Team Foundation Server
3 1 (5.00%) Oracle Forms
General
1 12 (60.00%) Finance
2 7 (35.00%) Banking
3 3 (15.00%) Financial Institution
4 1 (5.00%) Retail
Job Titles
1 12 (60.00%) Developer
2 5 (25.00%) Java Developer
3 4 (20.00%) Big Data Developer
4 3 (15.00%) Java Software Developer
4 3 (15.00%) Software Developer
5 2 (10.00%) Applications Specialist
5 2 (10.00%) Business Intelligence Developer
5 2 (10.00%) Cognos BI Developer
5 2 (10.00%) Cognos Developer
5 2 (10.00%) Consultant
5 2 (10.00%) Designer
5 2 (10.00%) Development Specialist
5 2 (10.00%) Senior Developer
5 2 (10.00%) Senior Java Developer
5 2 (10.00%) Web Applications Specialist
5 2 (10.00%) Web Specialist
6 1 (5.00%) Hadoop Developer
6 1 (5.00%) Lead Security Consultant
6 1 (5.00%) Senior Strategy Consultant
6 1 (5.00%) SOC Consultant
Libraries, Frameworks & Software Standards
1 5 (25.00%) Spring
2 3 (15.00%) CSS
2 3 (15.00%) HTML
2 3 (15.00%) REST
2 3 (15.00%) Web Services
3 2 (10.00%) MDX
4 1 (5.00%) .NET
4 1 (5.00%) Drools
4 1 (5.00%) Middleware
Miscellaneous
1 6 (30.00%) Analytical Skills
2 4 (20.00%) Visualisation
3 3 (15.00%) User Experience
4 2 (10.00%) Data Integration
5 1 (5.00%) Computer Science
5 1 (5.00%) Economics
5 1 (5.00%) Mathematics
5 1 (5.00%) Psychology
5 1 (5.00%) Security Operations Centre
Operating Systems
1 9 (45.00%) Unix
2 7 (35.00%) Linux
3 2 (10.00%) Windows
4 1 (5.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 20 (100.00%) Analytics
2 6 (30.00%) Business Intelligence
2 6 (30.00%) Scrum
3 5 (25.00%) ETL
3 5 (25.00%) OO
4 4 (20.00%) Microservices
4 4 (20.00%) Open Source
4 4 (20.00%) Software Delivery
5 3 (15.00%) Agile Software Development
5 3 (15.00%) Continuous Delivery
5 3 (15.00%) Front End Development
5 3 (15.00%) Kanban
5 3 (15.00%) RDF
5 3 (15.00%) Software Engineering
5 3 (15.00%) TDD
5 3 (15.00%) Unit Testing
5 3 (15.00%) Use Case
5 3 (15.00%) Waterfall
6 2 (10.00%) Data Management
6 2 (10.00%) OOD
Programming Languages
1 11 (55.00%) Java
2 9 (45.00%) Python
3 7 (35.00%) SQL
4 5 (25.00%) R
5 4 (20.00%) PL/SQL
6 3 (15.00%) C#
6 3 (15.00%) JavaScript
6 3 (15.00%) Ruby
6 3 (15.00%) Shell Script
6 3 (15.00%) SPARQL
7 2 (10.00%) T-SQL
Qualifications
1 6 (30.00%) Degree
2 1 (5.00%) CEH
2 1 (5.00%) GIAC
2 1 (5.00%) Postgraduate
Quality Assurance & Compliance
1 4 (20.00%) Data Quality
2 1 (5.00%) IAS 39
System Software
1 5 (25.00%) Apache Flume
Systems Management
1 3 (15.00%) MOM
Vendors
1 6 (30.00%) Oracle
2 2 (10.00%) Cognos
2 2 (10.00%) Tableau
3 1 (5.00%) Ab Initio
3 1 (5.00%) Cloudera
3 1 (5.00%) Hyperion
3 1 (5.00%) IBM
3 1 (5.00%) Informatica
3 1 (5.00%) Red Hat
3 1 (5.00%) Twitter
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £50000 - £55000 per annum + Excellent benefits
Posted: 4 days ago
Glasgow, Lanarkshire
Harvey Nash plc
Salary: Market Leading Salary
Posted: 2 days ago
Glasgow
BT
Salary: £32,000 - £45,000 pa (dep. on experience) + benefits
Posted: 11 days ago