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 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Data Analytics
Scotland / Glasgow
Rank 69 99 85
Rank change year-on-year
+30 -14
Permanent jobs citing Data Analytics 17 13 11
As % of all permanent IT jobs located in Glasgow 1.88% 0.95% 0.95%
As % of the Processes & Methodologies category 2.08% 1.04% 1.04%
Number of salaries quoted 13 7 1
Median salary £52,500 £57,500 £45,000
Median salary % change year-on-year
-8.69% +27.77%
UK excluding London median salary £45,000 £51,000 £47,500
% change year-on-year
-11.76% +7.36%

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
819 1255 1058
As % of all permanent IT jobs located in Glasgow 90.40% 91.54% 90.97%
Number of salaries quoted 500 745 706
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,000 £31,500 £32,500
10% offered a salary of more than £60,000 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 February 2017.

Data Analytics Salary Histogram in Glasgow

Data Analytics
Top 30 Related IT Skills in Glasgow

For the 6 months to 23 February 2017, 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 30 (100.00%) Analytics
2 14 (46.67%) Java
2 14 (46.67%) JavaScript
3 12 (40.00%) Big Data
4 11 (36.67%) SQL
5 10 (33.33%) Finance
6 9 (30.00%) Agile Software Development
7 8 (26.67%) Visualisation
8 7 (23.33%) Software Engineering
8 7 (23.33%) Internet
8 7 (23.33%) Data Warehouse
8 7 (23.33%) HTML
8 7 (23.33%) Data Modelling
9 6 (20.00%) SOA
9 6 (20.00%) CSS
9 6 (20.00%) Spring
9 6 (20.00%) Hadoop
10 5 (16.67%) MongoDB
10 5 (16.67%) Enterprise Architecture
10 5 (16.67%) Management Information System
10 5 (16.67%) ETL
10 5 (16.67%) JBoss
11 4 (13.33%) Apache
11 4 (13.33%) Tomcat
11 4 (13.33%) Web Services
11 4 (13.33%) Business Intelligence
11 4 (13.33%) SQL Server
11 4 (13.33%) Retail
11 4 (13.33%) Node.js
11 4 (13.33%) DevOps

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 (16.67%) JBoss
2 4 (13.33%) Apache
2 4 (13.33%) Tomcat
3 3 (10.00%) Apache Pig
4 2 (6.67%) Apache Spark
4 2 (6.67%) Oracle SOA Suite
4 2 (6.67%) WordPress
5 1 (3.33%) SharePoint
Applications
1 1 (3.33%) MS Excel
Cloud Services
1 2 (6.67%) IaaS
1 2 (6.67%) Microsoft Azure
1 2 (6.67%) SaaS
2 1 (3.33%) Amazon AWS
Communications & Networking
1 7 (23.33%) Internet
Database & Business Intelligence
1 12 (40.00%) Big Data
2 7 (23.33%) Data Warehouse
3 6 (20.00%) Hadoop
4 5 (16.67%) MongoDB
5 4 (13.33%) SQL Server
6 3 (10.00%) Apache Hive
6 3 (10.00%) HBase
6 3 (10.00%) NoSQL
6 3 (10.00%) Sqoop
7 2 (6.67%) Blockchain
7 2 (6.67%) Oracle Database
7 2 (6.67%) Oracle8/8i Database
8 1 (3.33%) BusinessObjects
8 1 (3.33%) Neo4j
8 1 (3.33%) Pentaho
8 1 (3.33%) PostgreSQL
8 1 (3.33%) QlikView
8 1 (3.33%) Relational Database
Development Applications
1 2 (6.67%) Oracle Forms
1 2 (6.67%) Talend Open Studio
General
1 10 (33.33%) Finance
2 4 (13.33%) Retail
3 3 (10.00%) Spanish Language
4 2 (6.67%) Marketing
4 2 (6.67%) Publishing
Job Titles
1 15 (50.00%) Developer
2 6 (20.00%) Java Developer
3 4 (13.33%) Software Developer
3 4 (13.33%) Software Engineer
4 3 (10.00%) Business Intelligence Lead
4 3 (10.00%) Designer
4 3 (10.00%) Java Engineer
4 3 (10.00%) Java Software Developer
4 3 (10.00%) Java Software Engineer
4 3 (10.00%) JavaScript Developer
4 3 (10.00%) JavaScript Engineer
5 2 (6.67%) Architect
5 2 (6.67%) Chief Architect
5 2 (6.67%) HTML Developer
5 2 (6.67%) IT Director
5 2 (6.67%) Lead Java Developer
5 2 (6.67%) Lead Software Developer
5 2 (6.67%) Mobile Developer
5 2 (6.67%) SQL Developer
5 2 (6.67%) Web Applications Developer
Libraries, Frameworks & Software Standards
1 7 (23.33%) HTML
2 6 (20.00%) CSS
2 6 (20.00%) Spring
3 4 (13.33%) Node.js
3 4 (13.33%) Web Services
4 3 (10.00%) .NET
4 3 (10.00%) Ajax
4 3 (10.00%) AngularJS
4 3 (10.00%) Hibernate
4 3 (10.00%) HTML5
4 3 (10.00%) Middleware
5 2 (6.67%) D3.js
5 2 (6.67%) jQuery
5 2 (6.67%) JSON
5 2 (6.67%) REST
5 2 (6.67%) SOAP
5 2 (6.67%) XHTML
6 1 (3.33%) ASP.NET
6 1 (3.33%) Struts
6 1 (3.33%) XML
Miscellaneous
1 5 (16.67%) Management Information System
2 4 (13.33%) Data Structures
2 4 (13.33%) Internet of Things
3 2 (6.67%) Algorithms
3 2 (6.67%) Analytical Skills
3 2 (6.67%) Computer Science
3 2 (6.67%) Mobile App
3 2 (6.67%) User Experience
4 1 (3.33%) PMI
4 1 (3.33%) Private Cloud
Operating Systems
1 3 (10.00%) Linux
2 2 (6.67%) Red Hat Enterprise Linux
3 1 (3.33%) Android
3 1 (3.33%) Apple iOS
Processes & Methodologies
1 30 (100.00%) Analytics
2 9 (30.00%) Agile Software Development
3 8 (26.67%) Visualisation
4 7 (23.33%) Data Modelling
4 7 (23.33%) Software Engineering
5 6 (20.00%) SOA
6 5 (16.67%) Enterprise Architecture
6 5 (16.67%) ETL
7 4 (13.33%) Business Intelligence
7 4 (13.33%) DevOps
7 4 (13.33%) Line Management
8 3 (10.00%) ArchiMate
8 3 (10.00%) Business Analysis
8 3 (10.00%) Continuous Improvement
8 3 (10.00%) Data Flow Diagram
8 3 (10.00%) Data Lineage
8 3 (10.00%) Information Security
8 3 (10.00%) MapReduce
8 3 (10.00%) Microservices
8 3 (10.00%) OO
Programming Languages
1 14 (46.67%) Java
1 14 (46.67%) JavaScript
2 11 (36.67%) SQL
3 3 (10.00%) PL/SQL
3 3 (10.00%) Python
4 2 (6.67%) Bash Shell
4 2 (6.67%) C#
4 2 (6.67%) Perl
4 2 (6.67%) PHP
5 1 (3.33%) C++
5 1 (3.33%) Groovy
5 1 (3.33%) VBA
Qualifications
1 1 (3.33%) Degree
1 1 (3.33%) PMI Certification
1 1 (3.33%) SC Cleared
1 1 (3.33%) Security Cleared
Quality Assurance & Compliance
1 1 (3.33%) Data Quality
System Software
1 3 (10.00%) HDFS
Systems Management
1 3 (10.00%) Oozie
Vendors
1 3 (10.00%) MicroStrategy
1 3 (10.00%) Oracle
2 2 (6.67%) Adobe
2 2 (6.67%) IBM
2 2 (6.67%) Red Hat
2 2 (6.67%) Talend
3 1 (3.33%) Microsoft
3 1 (3.33%) Tableau
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