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

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Data Analysis
Scotland / Glasgow
Rank 54 63 76
Rank change year-on-year
+9 +13
Permanent jobs citing Data Analysis 30 36 24
As % of all permanent IT jobs located in Glasgow 3.28% 2.75% 2.33%
As % of the Processes & Methodologies category 3.68% 3.02% 2.53%
Number of salaries quoted 14 22 10
Median salary £45,000 £55,000 £37,500
Median salary % change year-on-year
-18.18% +46.66%
90% offered a salary of more than £41,000 £32,500 £35,000
10% offered a salary of more than £46,000 £70,000 £47,000
UK excluding London median salary £41,500 £40,000 £37,500
% change year-on-year
+3.75% +6.66%

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
815 1194 950
As % of all permanent IT jobs located in Glasgow 89.17% 91.21% 92.14%
Number of salaries quoted 496 732 636
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 £32,000 £31,500
10% offered a salary of more than £60,000 £65,000 £58,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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
Top 30 Related IT Skills in Glasgow

For the 6 months to 17 January 2017, 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 28 (52.83%) Analytical Skills
2 26 (49.06%) Agile Software Development
3 23 (43.40%) SQL
4 20 (37.74%) SDLC
5 17 (32.08%) Risk Management
6 14 (26.42%) Finance
6 14 (26.42%) Waterfall
7 13 (24.53%) ETRM
7 13 (24.53%) Triple Point
7 13 (24.53%) OpenLink RightAngle
7 13 (24.53%) OpenLink
7 13 (24.53%) Endur
7 13 (24.53%) UML
8 12 (22.64%) Java
9 11 (20.75%) QA
9 11 (20.75%) User Acceptance Testing
10 10 (18.87%) SIEM
10 10 (18.87%) Banking
10 10 (18.87%) Security Operations
11 9 (16.98%) Data Management
11 9 (16.98%) Business Intelligence
12 8 (15.09%) BusinessObjects
12 8 (15.09%) PL/SQL
12 8 (15.09%) Data Warehouse
12 8 (15.09%) Information Security
12 8 (15.09%) Data Loss Prevention
13 7 (13.21%) BusinessObjects Web Intelligence
13 7 (13.21%) Wireshark
13 7 (13.21%) tcpdump
13 7 (13.21%) Continuous Improvement

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 5 (9.43%) Apache Spark
2 2 (3.77%) SAS
3 1 (1.89%) Apache
Applications
1 1 (1.89%) MS Excel
1 1 (1.89%) MS Visio
Business Applications
1 13 (24.53%) Endur
1 13 (24.53%) OpenLink RightAngle
Cloud Services
1 3 (5.66%) Amazon EC2
Communications & Networking
1 7 (13.21%) tcpdump
1 7 (13.21%) Wireshark
2 1 (1.89%) Network Security
Database & Business Intelligence
1 8 (15.09%) BusinessObjects
1 8 (15.09%) Data Warehouse
2 7 (13.21%) BusinessObjects Web Intelligence
3 5 (9.43%) Hadoop
4 4 (7.55%) Big Data
4 4 (7.55%) MongoDB
4 4 (7.55%) Oracle Reports
5 3 (5.66%) Impala
5 3 (5.66%) Spotfire
5 3 (5.66%) Sqoop
6 1 (1.89%) Data Mining
6 1 (1.89%) PostgreSQL
6 1 (1.89%) QlikView
6 1 (1.89%) SQL Server
6 1 (1.89%) SQL Server Integration Services
6 1 (1.89%) SQL Server Reporting Services
Development Applications
1 3 (5.66%) Git (software)
1 3 (5.66%) Jenkins
1 3 (5.66%) JIRA
1 3 (5.66%) Subversion
General
1 14 (26.42%) Finance
2 10 (18.87%) Banking
3 5 (9.43%) Retail
3 5 (9.43%) Retail Banking
4 1 (1.89%) Legal
Job Titles
1 23 (43.40%) Analyst
2 17 (32.08%) Developer
3 13 (24.53%) Consultant
3 13 (24.53%) Endur Consultant
3 13 (24.53%) OpenLink Consultant
4 10 (18.87%) Technical Analyst
5 9 (16.98%) Security Analyst
5 9 (16.98%) SOC Analyst
6 8 (15.09%) Information Analyst
6 8 (15.09%) Information Security Analyst
7 7 (13.21%) Business Analyst
7 7 (13.21%) Java Developer
7 7 (13.21%) SAP BusinessObjects (BO) Developer
7 7 (13.21%) SIEM Analyst
8 6 (11.32%) Senior Analyst
8 6 (11.32%) Senior Business Analyst
9 5 (9.43%) Senior Technical Analyst
9 5 (9.43%) Senior Technical Business Analyst
9 5 (9.43%) Technical Business Analyst
10 4 (7.55%) Analyst Developer
Libraries, Frameworks & Software Standards
1 3 (5.66%) D3.js
1 3 (5.66%) HTML
1 3 (5.66%) HTML5
1 3 (5.66%) RESTful
1 3 (5.66%) Spring
2 1 (1.89%) Kafka
Miscellaneous
1 28 (52.83%) Analytical Skills
2 5 (9.43%) Computer Science
3 4 (7.55%) Derivative
4 3 (5.66%) Market Risk
4 3 (5.66%) Visualisation
5 2 (3.77%) Security Operations Centre
6 1 (1.89%) Reference Data
Processes & Methodologies
1 26 (49.06%) Agile Software Development
2 20 (37.74%) SDLC
3 17 (32.08%) Risk Management
4 14 (26.42%) Waterfall
5 13 (24.53%) ETRM
5 13 (24.53%) UML
6 11 (20.75%) User Acceptance Testing
7 10 (18.87%) Security Operations
7 10 (18.87%) SIEM
8 9 (16.98%) Business Intelligence
8 9 (16.98%) Data Management
9 8 (15.09%) Data Loss Prevention
9 8 (15.09%) Information Security
10 7 (13.21%) Continuous Improvement
10 7 (13.21%) Incident Management
10 7 (13.21%) OO
10 7 (13.21%) Test Planning
11 5 (9.43%) Infrastructure Management
12 4 (7.55%) Change Control
12 4 (7.55%) Requirements Management
Programming Languages
1 23 (43.40%) SQL
2 12 (22.64%) Java
3 8 (15.09%) PL/SQL
4 4 (7.55%) Python
4 4 (7.55%) Scala
5 1 (1.89%) C++
Qualifications
1 5 (9.43%) Degree
Quality Assurance & Compliance
1 11 (20.75%) QA
2 1 (1.89%) Data Quality
Systems Management
1 3 (5.66%) Oozie
1 3 (5.66%) Rundeck
Vendors
1 13 (24.53%) OpenLink
1 13 (24.53%) Triple Point
2 7 (13.21%) Oracle
3 3 (5.66%) Tableau
4 1 (1.89%) Cognos
4 1 (1.89%) MicroStrategy
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