The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 30 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 May 2016
Same period 2015 Same period 2014
Data Analysis
Rank 87 61 86
Rank change year-on-year
-26 +25
Permanent jobs citing Data Analysis 22 40 24
As % of all permanent IT jobs located in Glasgow 1.73% 3.34% 1.77%
As % of the Processes & Methodologies category 1.88% 3.69% 2.00%
Number of salaries quoted 7 25 2
Median salary £52,500 £39,000 £28,250
Median salary % change year-on-year
+34.61% +38.05%
90% offered a salary of more than £30,500 £32,212 £26,850
10% offered a salary of more than £70,000 £49,600 £29,650
UK excluding London median salary £41,000 £37,500 £38,500
% change year-on-year
+9.33% -2.59%
Data Analysis
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
1173 1085 1199
As % of all permanent IT jobs located in Glasgow 92.22% 90.72% 88.29%
Number of salaries quoted 657 710 781
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £32,500 £33,000 £30,000
10% offered a salary of more than £60,000 £60,000 £61,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analysis
Jobs Demand Trend in Glasgow

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

Data Analysis Jobs Demand Trend in Glasgow

Data Analysis
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis across the Glasgow region.

Data Analysis Salary Trend in Glasgow

Data Analysis
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing Data Analysis across the Glasgow region over the 3 months to 30 May 2016.

Data Analysis Salary Histogram in Glasgow

Data Analysis
Top 30 Related IT Skills in Glasgow

For the 6 months to 30 May 2016, IT jobs citing Data Analysis 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 Analysis.

1 61 (79.22%) SQL
2 48 (62.34%) Oracle
3 34 (44.16%) Finance
4 29 (37.66%) Agile Software Development
5 28 (36.36%) SQL Server
6 26 (33.77%) Asset Management
7 24 (31.17%) Java
7 24 (31.17%) Unix
7 24 (31.17%) Data Modelling
7 24 (31.17%) Business Intelligence
8 23 (29.87%) Data Warehouse
9 22 (28.57%) Scrum
10 21 (27.27%) BusinessObjects
11 20 (25.97%) Analytical Skills
12 19 (24.68%) QA
13 18 (23.38%) Tableau
13 18 (23.38%) Cognos
14 17 (22.08%) Stakeholder Management
15 16 (20.78%) Informatica
15 16 (20.78%) PowerCenter
15 16 (20.78%) DataStage
15 16 (20.78%) ETL
15 16 (20.78%) Oracle Database 10g
15 16 (20.78%) Oracle Database 11g
15 16 (20.78%) Dimensional Modelling
15 16 (20.78%) Teradata
15 16 (20.78%) BODI
15 16 (20.78%) ETL Development
15 16 (20.78%) Oracle ODI
15 16 (20.78%) Oracle Database

Data Analysis
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 14 (18.18%) Tomcat
2 4 (5.19%) Confluence
2 4 (5.19%) SAS
3 2 (2.60%) Apache Spark
Applications
1 8 (10.39%) MS Excel
2 1 (1.30%) MS Office
Communications & Networking
1 1 (1.30%) Internet
Database & Business Intelligence
1 28 (36.36%) SQL Server
2 23 (29.87%) Data Warehouse
3 21 (27.27%) BusinessObjects
4 16 (20.78%) BODI
4 16 (20.78%) DataStage
4 16 (20.78%) Oracle Database
4 16 (20.78%) Oracle Database 10g
4 16 (20.78%) Oracle Database 11g
4 16 (20.78%) Oracle ODI
4 16 (20.78%) PowerCenter
5 7 (9.09%) Data Mining
6 4 (5.19%) Oracle BI EE
7 3 (3.90%) MS Access
7 3 (3.90%) Relational Database
7 3 (3.90%) Star Schema
8 2 (2.60%) Big Data
8 2 (2.60%) Crystal Reports
8 2 (2.60%) Impala
8 2 (2.60%) SQL Server 2008
8 2 (2.60%) Sqoop
Development Applications
1 6 (7.79%) JIRA
2 2 (2.60%) Git (software)
2 2 (2.60%) Jenkins
2 2 (2.60%) Subversion
General
1 34 (44.16%) Finance
2 12 (15.58%) Banking
3 5 (6.49%) Spanish Language
4 2 (2.60%) Legal
4 2 (2.60%) Manufacturing
4 2 (2.60%) Publishing
Job Titles
1 39 (50.65%) Analyst
2 20 (25.97%) Developer
3 16 (20.78%) Business Intelligence Consultant
3 16 (20.78%) Consultant
4 14 (18.18%) Java Developer
4 14 (18.18%) Lead Developer
4 14 (18.18%) Lead Java Developer
5 13 (16.88%) Technical Analyst
6 12 (15.58%) Business Consultant
7 9 (11.69%) Business Analyst
7 9 (11.69%) Data Analyst
8 8 (10.39%) SQL Analyst
9 7 (9.09%) Technical Business Analyst
10 6 (7.79%) Risk Analyst
10 6 (7.79%) Test Analyst
11 5 (6.49%) ETL Consultant
11 5 (6.49%) Systems Analyst
12 4 (5.19%) Information Analyst
13 3 (3.90%) Test Leader
14 2 (2.60%) Analyst Developer
Libraries, Frameworks & Software Standards
1 14 (18.18%) Hibernate
1 14 (18.18%) Spring
2 11 (14.29%) XML
3 3 (3.90%) HTML
4 2 (2.60%) D3.js
4 2 (2.60%) HTML5
5 1 (1.30%) CSS
5 1 (1.30%) REST
5 1 (1.30%) SOAP
5 1 (1.30%) Web Services
Miscellaneous
1 20 (25.97%) Analytical Skills
2 10 (12.99%) Computer Science
3 6 (7.79%) Derivative
4 4 (5.19%) Management Information System
5 3 (3.90%) Data Integration
6 2 (2.60%) Market Risk
6 2 (2.60%) Visualisation
Operating Systems
1 24 (31.17%) Unix
2 3 (3.90%) Windows
3 1 (1.30%) Linux
Processes & Methodologies
1 29 (37.66%) Agile Software Development
2 26 (33.77%) Asset Management
3 24 (31.17%) Business Intelligence
3 24 (31.17%) Data Modelling
4 22 (28.57%) Scrum
5 17 (22.08%) Stakeholder Management
6 16 (20.78%) Dimensional Modelling
6 16 (20.78%) ETL
6 16 (20.78%) ETL Development
7 14 (18.18%) Kanban
7 14 (18.18%) TDD
7 14 (18.18%) Waterfall
8 13 (16.88%) User Acceptance Testing
9 11 (14.29%) SDLC
10 9 (11.69%) Automated Testing
10 9 (11.69%) Data Migration
10 9 (11.69%) Migration
10 9 (11.69%) OO
10 9 (11.69%) Validation
11 8 (10.39%) Risk Management
Programming Languages
1 61 (79.22%) SQL
2 24 (31.17%) Java
3 9 (11.69%) PL/SQL
4 2 (2.60%) Python
4 2 (2.60%) Scala
Qualifications
1 10 (12.99%) Degree
2 2 (2.60%) CISSP
2 2 (2.60%) SSCP
3 1 (1.30%) EnCE
Quality Assurance & Compliance
1 19 (24.68%) QA
2 2 (2.60%) ISO/IEC 27001
2 2 (2.60%) PCI DSS
Systems Management
1 2 (2.60%) Oozie
1 2 (2.60%) Rundeck
Vendors
1 48 (62.34%) Oracle
2 18 (23.38%) Cognos
2 18 (23.38%) Tableau
3 16 (20.78%) Informatica
3 16 (20.78%) Teradata
4 15 (19.48%) Sybase
5 9 (11.69%) Microsoft
6 4 (5.19%) MicroStrategy
7 2 (2.60%) SAP
Glasgow, Lanarkshire
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Salary: £28000 - £35000 per annum + excellent benefits.
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