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 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Data Analytics
Rank 98 84 104
Rank change year-on-year
-14 +20
Permanent jobs citing Data Analytics 12 20 3
As % of all permanent IT jobs located in Glasgow 0.93% 1.59% 0.23%
As % of the Processes & Methodologies category 1.00% 1.76% 0.25%
Number of salaries quoted 8 12 2
Median salary £50,000 £44,500 £100,000
Median salary % change year-on-year
+12.35% -55.50%
UK excluding London median salary £52,500 £45,000 £43,000
% change year-on-year
+16.66% +4.65%
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
1205 1136 1188
As % of all permanent IT jobs located in Glasgow 93.48% 90.09% 89.53%
Number of salaries quoted 622 723 769
Median salary £45,000 £42,500 £41,000
Median salary % change year-on-year
+5.88% +3.65%
90% offered a salary of more than £31,500 £33,500 £30,000
10% offered a salary of more than £60,000 £60,000 £60,000
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 30 June 2016.

Data Analytics Salary Histogram in Glasgow

Data Analytics
Top 30 Related IT Skills in Glasgow

For the 6 months to 30 June 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 15 (75.00%) Finance
3 12 (60.00%) Java
4 10 (50.00%) Unix
4 10 (50.00%) Analytical Skills
4 10 (50.00%) Degree
5 9 (45.00%) Python
6 7 (35.00%) Linux
6 7 (35.00%) Scrum
6 7 (35.00%) Big Data
7 6 (30.00%) Use Case
7 6 (30.00%) Spring
7 6 (30.00%) Maven
7 6 (30.00%) OO
7 6 (30.00%) Oracle
8 5 (25.00%) SQL
8 5 (25.00%) Data Warehouse
8 5 (25.00%) Banking
8 5 (25.00%) Hadoop
8 5 (25.00%) Open Source
8 5 (25.00%) Apache Hive
8 5 (25.00%) R
8 5 (25.00%) Microservices
8 5 (25.00%) Apache Pig
8 5 (25.00%) HBase
8 5 (25.00%) Apache Flume
9 4 (20.00%) Cybersecurity
9 4 (20.00%) Oracle Database
9 4 (20.00%) REST
9 4 (20.00%) SIEM

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%) SAS
4 1 (5.00%) Apache
4 1 (5.00%) Apache Spark
4 1 (5.00%) Tomcat
Cloud Services
1 1 (5.00%) IaaS
1 1 (5.00%) SaaS
Communications & Networking
1 4 (20.00%) HTTP
1 4 (20.00%) Network Security
Database & Business Intelligence
1 7 (35.00%) Big Data
2 5 (25.00%) Apache Hive
2 5 (25.00%) Data Warehouse
2 5 (25.00%) Hadoop
2 5 (25.00%) HBase
3 4 (20.00%) Oracle Database
4 3 (15.00%) RDBMS
4 3 (15.00%) Relational Database
5 2 (10.00%) IBM BigInsights
6 1 (5.00%) Base SAS
6 1 (5.00%) BusinessObjects
6 1 (5.00%) Enterprise Data Warehouse
6 1 (5.00%) IBM InfoSphere
6 1 (5.00%) Impala
6 1 (5.00%) Oracle8/8i Database
6 1 (5.00%) QlikView
6 1 (5.00%) SQL Server
6 1 (5.00%) SQL Server Integration Services
6 1 (5.00%) SQL Server Reporting Services
Development Applications
1 6 (30.00%) Maven
2 2 (10.00%) Ant
2 2 (10.00%) JUnit
3 1 (5.00%) Oracle Forms
General
1 15 (75.00%) Finance
2 5 (25.00%) Banking
3 4 (20.00%) Financial Institution
4 1 (5.00%) Retail
Job Titles
1 11 (55.00%) Developer
2 6 (30.00%) Java Developer
3 5 (25.00%) Consultant
4 4 (20.00%) Big Data Developer
4 4 (20.00%) IT Consultant
4 4 (20.00%) IT Security Consultant
4 4 (20.00%) Java Software Developer
4 4 (20.00%) Lead Security Consultant
4 4 (20.00%) Security Consultant
4 4 (20.00%) SOC Consultant
4 4 (20.00%) Software Developer
4 4 (20.00%) Technology Consultant
5 2 (10.00%) Designer
5 2 (10.00%) Senior Developer
5 2 (10.00%) Senior Java Developer
6 1 (5.00%) Data Analyst
6 1 (5.00%) IT Architect
6 1 (5.00%) Senior Consultant
6 1 (5.00%) Web Applications Developer
6 1 (5.00%) Web Developer
Libraries, Frameworks & Software Standards
1 6 (30.00%) Spring
2 4 (20.00%) REST
3 3 (15.00%) Web Services
4 2 (10.00%) CSS
4 2 (10.00%) HTML
5 1 (5.00%) .NET
5 1 (5.00%) Drools
5 1 (5.00%) Middleware
Miscellaneous
1 10 (50.00%) Analytical Skills
2 4 (20.00%) Security Operations Centre
3 2 (10.00%) User Experience
4 1 (5.00%) Computer Science
4 1 (5.00%) Data Integration
4 1 (5.00%) Economics
4 1 (5.00%) Mathematics
4 1 (5.00%) Psychology
4 1 (5.00%) Visualisation
Operating Systems
1 10 (50.00%) 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 7 (35.00%) Scrum
3 6 (30.00%) OO
3 6 (30.00%) Use Case
4 5 (25.00%) Microservices
4 5 (25.00%) Open Source
5 4 (20.00%) Agile Software Development
5 4 (20.00%) Continuous Delivery
5 4 (20.00%) Cybersecurity
5 4 (20.00%) Information Security
5 4 (20.00%) Kanban
5 4 (20.00%) RDF
5 4 (20.00%) Security Operations
5 4 (20.00%) SIEM
5 4 (20.00%) Software Delivery
5 4 (20.00%) Software Engineering
5 4 (20.00%) TDD
5 4 (20.00%) Unit Testing
6 3 (15.00%) Business Intelligence
6 3 (15.00%) ETL
Programming Languages
1 12 (60.00%) Java
2 9 (45.00%) Python
3 5 (25.00%) R
3 5 (25.00%) SQL
4 4 (20.00%) C#
4 4 (20.00%) PL/SQL
4 4 (20.00%) Ruby
4 4 (20.00%) Shell Script
4 4 (20.00%) SPARQL
5 2 (10.00%) JavaScript
Qualifications
1 10 (50.00%) Degree
2 4 (20.00%) CEH
2 4 (20.00%) GIAC
3 1 (5.00%) Postgraduate
Quality Assurance & Compliance
1 1 (5.00%) Data Quality
1 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 1 (5.00%) Ab Initio
2 1 (5.00%) Cloudera
2 1 (5.00%) Hyperion
2 1 (5.00%) IBM
2 1 (5.00%) Informatica
2 1 (5.00%) Red Hat
2 1 (5.00%) Tableau
2 1 (5.00%) Twitter
Glasgow, Lanarkshire
HMRC
Salary: Competitive
Posted: 17 days ago