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

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Data Analytics
Scotland / Glasgow
Rank 70 88 88
Rank change year-on-year
+18 0
Permanent jobs citing Data Analytics 14 15 12
As % of all permanent IT jobs located in Glasgow 1.52% 1.13% 1.16%
As % of the Processes & Methodologies category 1.71% 1.24% 1.26%
Number of salaries quoted 10 13 4
Median salary £53,750 £56,500 £39,500
Median salary % change year-on-year
-4.86% +43.03%
90% offered a salary of more than £40,000 £42,500 £34,000
10% offered a salary of more than £60,000 £57,900 £46,750
UK excluding London median salary £46,500 £51,459 £47,500
% change year-on-year
-9.63% +8.33%

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
818 1207 951
As % of all permanent IT jobs located in Glasgow 89.01% 91.09% 92.15%
Number of salaries quoted 498 744 637
Median salary £45,000 £45,000 £40,500
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £60,000 £65,000 £58,000
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 18 January 2017.

Data Analytics Salary Histogram in Glasgow

Data Analytics
Top 30 Related IT Skills in Glasgow

For the 6 months to 18 January 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 27 (100.00%) Analytics
2 13 (48.15%) Big Data
2 13 (48.15%) Java
3 11 (40.74%) Finance
3 11 (40.74%) SQL
4 10 (37.04%) JavaScript
5 9 (33.33%) Data Warehouse
6 8 (29.63%) Agile Software Development
7 7 (25.93%) Visualisation
8 6 (22.22%) Hadoop
8 6 (22.22%) Spring
8 6 (22.22%) JBoss
8 6 (22.22%) Data Modelling
8 6 (22.22%) SOA
8 6 (22.22%) ETL
8 6 (22.22%) Business Intelligence
8 6 (22.22%) Internet
9 5 (18.52%) Apache
9 5 (18.52%) Tomcat
9 5 (18.52%) Python
9 5 (18.52%) SQL Server
9 5 (18.52%) Retail
9 5 (18.52%) MongoDB
9 5 (18.52%) Enterprise Architecture
10 4 (14.81%) Data Integration
10 4 (14.81%) Node.js
10 4 (14.81%) Open Source
10 4 (14.81%) Data Quality
10 4 (14.81%) Data Management
10 4 (14.81%) Software Engineering

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 6 (22.22%) JBoss
2 5 (18.52%) Apache
2 5 (18.52%) Tomcat
3 4 (14.81%) Apache Spark
4 3 (11.11%) Apache Pig
4 3 (11.11%) Oracle SOA Suite
Business Applications
1 1 (3.70%) Cognos Business Intelligence
Cloud Services
1 3 (11.11%) IaaS
1 3 (11.11%) SaaS
2 2 (7.41%) Microsoft Azure
3 1 (3.70%) Amazon AWS
Communications & Networking
1 6 (22.22%) Internet
Database & Business Intelligence
1 13 (48.15%) Big Data
2 9 (33.33%) Data Warehouse
3 6 (22.22%) Hadoop
4 5 (18.52%) MongoDB
4 5 (18.52%) SQL Server
5 3 (11.11%) Apache Hive
5 3 (11.11%) HBase
5 3 (11.11%) Oracle Database
5 3 (11.11%) Oracle8/8i Database
5 3 (11.11%) Sqoop
6 2 (7.41%) NoSQL
7 1 (3.70%) Cognos Query Studio
7 1 (3.70%) Neo4j
7 1 (3.70%) Pentaho
7 1 (3.70%) PostgreSQL
7 1 (3.70%) QlikView
7 1 (3.70%) SQL Server Integration Services
Development Applications
1 3 (11.11%) Oracle Forms
2 2 (7.41%) Talend Open Studio
3 1 (3.70%) Team Foundation Server
General
1 11 (40.74%) Finance
2 5 (18.52%) Retail
3 3 (11.11%) Spanish Language
4 2 (7.41%) Marketing
4 2 (7.41%) Publishing
5 1 (3.70%) Banking
Job Titles
1 12 (44.44%) Developer
2 6 (22.22%) Java Developer
3 4 (14.81%) Software Developer
4 3 (11.11%) Architect
4 3 (11.11%) Business Intelligence Lead
4 3 (11.11%) Chief Architect
4 3 (11.11%) Java Engineer
4 3 (11.11%) Java Software Developer
4 3 (11.11%) Java Software Engineer
4 3 (11.11%) JavaScript Engineer
4 3 (11.11%) Software Engineer
5 2 (7.41%) Designer
5 2 (7.41%) IT Director
5 2 (7.41%) JavaScript Developer
5 2 (7.41%) Lead Developer
5 2 (7.41%) Lead Java Developer
5 2 (7.41%) Lead Software Developer
5 2 (7.41%) SQL Developer
6 1 (3.70%) HTML Developer
6 1 (3.70%) PL/SQL Developer
Libraries, Frameworks & Software Standards
1 6 (22.22%) Spring
2 4 (14.81%) HTML
2 4 (14.81%) Middleware
2 4 (14.81%) Node.js
2 4 (14.81%) Web Services
3 3 (11.11%) .NET
3 3 (11.11%) CSS
3 3 (11.11%) Hibernate
4 2 (7.41%) Ajax
4 2 (7.41%) AngularJS
4 2 (7.41%) jQuery
4 2 (7.41%) REST
4 2 (7.41%) SOAP
5 1 (3.70%) Apache Camel
5 1 (3.70%) Drools
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%) MDX
Miscellaneous
1 7 (25.93%) Visualisation
2 4 (14.81%) Data Integration
2 4 (14.81%) Management Information System
3 3 (11.11%) Data Structures
3 3 (11.11%) Internet of Things
4 2 (7.41%) Algorithms
4 2 (7.41%) Blockchain
4 2 (7.41%) Mobile App
4 2 (7.41%) Ontologies
5 1 (3.70%) Analytical Skills
5 1 (3.70%) Computer Science
5 1 (3.70%) User Experience
Operating Systems
1 4 (14.81%) Linux
2 3 (11.11%) Red Hat Enterprise Linux
3 1 (3.70%) Android
3 1 (3.70%) Apple iOS
Processes & Methodologies
1 27 (100.00%) Analytics
2 8 (29.63%) Agile Software Development
3 6 (22.22%) Business Intelligence
3 6 (22.22%) Data Modelling
3 6 (22.22%) ETL
3 6 (22.22%) SOA
4 5 (18.52%) Enterprise Architecture
5 4 (14.81%) Data Management
5 4 (14.81%) DevOps
5 4 (14.81%) Microservices
5 4 (14.81%) Open Source
5 4 (14.81%) Software Engineering
6 3 (11.11%) Continuous Integration
6 3 (11.11%) Data Flow Diagram
6 3 (11.11%) High Availability
6 3 (11.11%) Line Management
6 3 (11.11%) MapReduce
6 3 (11.11%) OO
6 3 (11.11%) Programme Management
6 3 (11.11%) Service Design
Programming Languages
1 13 (48.15%) Java
2 11 (40.74%) SQL
3 10 (37.04%) JavaScript
4 5 (18.52%) Python
5 3 (11.11%) PL/SQL
6 2 (7.41%) Bash Shell
6 2 (7.41%) Perl
7 1 (3.70%) C++
7 1 (3.70%) Groovy
7 1 (3.70%) T-SQL
Qualifications
1 1 (3.70%) SC Cleared
1 1 (3.70%) Security Cleared
Quality Assurance & Compliance
1 4 (14.81%) Data Quality
System Software
1 3 (11.11%) HDFS
Systems Management
1 3 (11.11%) Oozie
Vendors
1 4 (14.81%) Oracle
2 3 (11.11%) IBM
2 3 (11.11%) MicroStrategy
2 3 (11.11%) Red Hat
3 2 (7.41%) Adobe
3 2 (7.41%) Tableau
3 2 (7.41%) Talend
4 1 (3.70%) Cognos
Glasgow, Lanarkshire
Spring Technology
Salary: £35000.00 - £45000.00 per annum + superb benefits
Posted: 4 hours ago
Glasgow
Cathcart Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: 9 days ago
Glasgow
Cathcart Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: 9 days ago
Glasgow
Cathcart Associates
Salary: £35000 - £55000 per annum + benefits
Posted: 26 days ago