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 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Data Analytics
Rank 70 92 92
Rank change year-on-year
+22 0
Permanent jobs citing Data Analytics 13 16 8
As % of all permanent IT jobs located in Glasgow 1.34% 1.24% 0.77%
As % of the Processes & Methodologies category 1.49% 1.37% 0.84%
Number of salaries quoted 6 15 3
Median salary £55,000 £56,500 £34,000
Median salary % change year-on-year
-2.65% +66.17%
UK excluding London median salary £50,000 £51,459 £47,500
% change year-on-year
-2.83% +8.33%
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
870 1165 947
As % of all permanent IT jobs located in Glasgow 89.41% 89.96% 91.41%
Number of salaries quoted 512 744 603
Median salary £43,000 £42,500 £42,500
Median salary % change year-on-year
+1.17% -
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £57,500 £70,000 £56,500
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 8 December 2016.

Data Analytics Salary Histogram in Glasgow

Data Analytics
Top 30 Related IT Skills in Glasgow

For the 6 months to 8 December 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 27 (100.00%) Analytics
2 16 (59.26%) Finance
3 14 (51.85%) Big Data
4 13 (48.15%) Java
5 12 (44.44%) Data Warehouse
6 11 (40.74%) SQL
7 9 (33.33%) Python
8 8 (29.63%) Business Intelligence
8 8 (29.63%) Oracle
8 8 (29.63%) Linux
8 8 (29.63%) Hadoop
9 7 (25.93%) Apache Hive
9 7 (25.93%) HBase
9 7 (25.93%) JBoss
9 7 (25.93%) SOA
9 7 (25.93%) ETL
9 7 (25.93%) Apache Pig
9 7 (25.93%) Oracle Database
10 6 (22.22%) Tomcat
10 6 (22.22%) SQL Server
10 6 (22.22%) PL/SQL
10 6 (22.22%) JavaScript
10 6 (22.22%) Retail
10 6 (22.22%) Visualisation
10 6 (22.22%) Enterprise Architecture
11 5 (18.52%) Open Source
11 5 (18.52%) Data Quality
11 5 (18.52%) Middleware
11 5 (18.52%) Data Modelling
11 5 (18.52%) Microservices

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 7 (25.93%) Apache Pig
1 7 (25.93%) JBoss
2 6 (22.22%) Tomcat
3 4 (14.81%) Apache
3 4 (14.81%) Oracle SOA Suite
4 3 (11.11%) Apache Spark
5 1 (3.70%) SAS
Business Applications
1 2 (7.41%) Cognos Business Intelligence
Cloud Services
1 4 (14.81%) IaaS
1 4 (14.81%) SaaS
2 1 (3.70%) Amazon AWS
Database & Business Intelligence
1 14 (51.85%) Big Data
2 12 (44.44%) Data Warehouse
3 8 (29.63%) Hadoop
4 7 (25.93%) Apache Hive
4 7 (25.93%) HBase
4 7 (25.93%) Oracle Database
5 6 (22.22%) SQL Server
6 4 (14.81%) Oracle8/8i Database
7 3 (11.11%) RDBMS
7 3 (11.11%) Relational Database
7 3 (11.11%) Sqoop
8 2 (7.41%) Cognos Query Studio
8 2 (7.41%) NoSQL
8 2 (7.41%) SQL Server Integration Services
9 1 (3.70%) Base SAS
9 1 (3.70%) Impala
9 1 (3.70%) MongoDB
9 1 (3.70%) Neo4j
9 1 (3.70%) Pentaho
9 1 (3.70%) PostgreSQL
Development Applications
1 4 (14.81%) Oracle Forms
2 2 (7.41%) Team Foundation Server
3 1 (3.70%) Talend Open Studio
General
1 16 (59.26%) Finance
2 6 (22.22%) Retail
3 4 (14.81%) Banking
4 3 (11.11%) Spanish Language
Job Titles
1 11 (40.74%) Developer
2 4 (14.81%) Architect
2 4 (14.81%) Big Data Developer
2 4 (14.81%) Chief Architect
2 4 (14.81%) Designer
2 4 (14.81%) Java Developer
2 4 (14.81%) Software Developer
3 3 (11.11%) Business Intelligence Lead
3 3 (11.11%) Java Software Developer
4 2 (7.41%) Applications Specialist
4 2 (7.41%) Business Intelligence Developer
4 2 (7.41%) Cognos BI Developer
4 2 (7.41%) Cognos Developer
4 2 (7.41%) Development Specialist
4 2 (7.41%) IT Director
4 2 (7.41%) Lead Developer
4 2 (7.41%) Lead Java Developer
4 2 (7.41%) Lead Software Developer
4 2 (7.41%) Web Applications Specialist
4 2 (7.41%) Web Specialist
Libraries, Frameworks & Software Standards
1 5 (18.52%) Middleware
2 4 (14.81%) .NET
2 4 (14.81%) HTML
2 4 (14.81%) Spring
3 3 (11.11%) CSS
4 2 (7.41%) Drools
4 2 (7.41%) Hibernate
4 2 (7.41%) MDX
4 2 (7.41%) Node.js
4 2 (7.41%) Web Services
5 1 (3.70%) ActiveMQ
5 1 (3.70%) Ajax
5 1 (3.70%) Grails
5 1 (3.70%) HTML5
5 1 (3.70%) Java EE
5 1 (3.70%) jBPM
5 1 (3.70%) JDO
5 1 (3.70%) jQuery
5 1 (3.70%) XML
5 1 (3.70%) XSLT
Miscellaneous
1 6 (22.22%) Visualisation
2 4 (14.81%) Data Integration
2 4 (14.81%) Management Information System
3 3 (11.11%) Data Structures
4 2 (7.41%) Analytical Skills
4 2 (7.41%) Blockchain
4 2 (7.41%) Computer Science
4 2 (7.41%) Ontologies
4 2 (7.41%) User Experience
5 1 (3.70%) Economics
5 1 (3.70%) Mathematics
5 1 (3.70%) Psychology
Operating Systems
1 8 (29.63%) Linux
2 4 (14.81%) Red Hat Enterprise Linux
2 4 (14.81%) Unix
Processes & Methodologies
1 27 (100.00%) Analytics
2 8 (29.63%) Business Intelligence
3 7 (25.93%) ETL
3 7 (25.93%) SOA
4 6 (22.22%) Enterprise Architecture
5 5 (18.52%) Data Modelling
5 5 (18.52%) Microservices
5 5 (18.52%) Open Source
6 4 (14.81%) Agile Software Development
6 4 (14.81%) Data Management
6 4 (14.81%) High Availability
6 4 (14.81%) Programme Management
6 4 (14.81%) Service Design
6 4 (14.81%) Technical Architecture
7 3 (11.11%) Business Analysis
7 3 (11.11%) Data Flow Diagram
7 3 (11.11%) MapReduce
7 3 (11.11%) Scrum
7 3 (11.11%) Software Delivery
8 2 (7.41%) Translating Business Requirements
Programming Languages
1 13 (48.15%) Java
2 11 (40.74%) SQL
3 9 (33.33%) Python
4 6 (22.22%) JavaScript
4 6 (22.22%) PL/SQL
5 4 (14.81%) R
6 2 (7.41%) Bash Shell
6 2 (7.41%) Perl
6 2 (7.41%) T-SQL
7 1 (3.70%) C++
7 1 (3.70%) Groovy
Qualifications
1 1 (3.70%) Degree
1 1 (3.70%) Postgraduate
1 1 (3.70%) SC Cleared
1 1 (3.70%) Security Cleared
Quality Assurance & Compliance
1 5 (18.52%) Data Quality
System Software
1 4 (14.81%) Apache Flume
2 3 (11.11%) HDFS
Systems Management
1 3 (11.11%) Oozie
2 2 (7.41%) MOM
Vendors
1 8 (29.63%) Oracle
2 4 (14.81%) IBM
2 4 (14.81%) Red Hat
3 3 (11.11%) MicroStrategy
4 2 (7.41%) Cognos
4 2 (7.41%) Tableau
5 1 (3.70%) Cloudera
5 1 (3.70%) Talend
5 1 (3.70%) Twitter
Glasgow, Lanarkshire
CGI
Salary: £35000 - £41000 per annum + benefits
Posted: 20 days ago