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

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Data Analysis
Scotland / Glasgow
Rank 49 61 71
Rank change year-on-year
+12 +10
Permanent jobs citing Data Analysis 36 53 28
As % of all permanent IT jobs located in Glasgow 4.00% 3.85% 2.41%
As % of the Processes & Methodologies category 4.41% 4.21% 2.65%
Number of salaries quoted 18 29 12
Median salary £43,250 £55,000 £37,500
Median salary % change year-on-year
-21.36% +46.66%
90% offered a salary of more than £32,000 £37,500 £35,000
10% offered a salary of more than £46,450 £70,000 £42,500
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year
- +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
816 1259 1057
As % of all permanent IT jobs located in Glasgow 90.67% 91.56% 91.12%
Number of salaries quoted 498 743 707
Median salary £45,000 £45,000 £43,500
Median salary % change year-on-year
- +3.44%
90% offered a salary of more than £32,500 £32,000 £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 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 25 February 2017.

Data Analysis Salary Histogram in Glasgow

Data Analysis
Top 30 Related IT Skills in Glasgow

For the 6 months to 25 February 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 27 (50.00%) Analytical Skills
2 22 (40.74%) SQL
3 20 (37.04%) Agile Software Development
4 17 (31.48%) QA
4 17 (31.48%) User Acceptance Testing
5 15 (27.78%) SDLC
5 15 (27.78%) Risk Management
5 15 (27.78%) Data Warehouse
6 14 (25.93%) PL/SQL
6 14 (25.93%) BusinessObjects
7 13 (24.07%) Test Planning
7 13 (24.07%) BusinessObjects Web Intelligence
7 13 (24.07%) Scorecard
8 12 (22.22%) Waterfall
9 11 (20.37%) ETRM
9 11 (20.37%) Triple Point
9 11 (20.37%) OpenLink RightAngle
9 11 (20.37%) Incident Management
9 11 (20.37%) SIEM
9 11 (20.37%) Security Operations
9 11 (20.37%) Finance
9 11 (20.37%) OpenLink
9 11 (20.37%) Endur
9 11 (20.37%) UML
10 10 (18.52%) Continuous Improvement
11 9 (16.67%) Data Loss Prevention
11 9 (16.67%) Information Security
12 8 (14.81%) Java
12 8 (14.81%) Degree
12 8 (14.81%) Wireshark

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 1 (1.85%) Apache
1 1 (1.85%) Apache Spark
1 1 (1.85%) SAS
Applications
1 6 (11.11%) MS Excel
2 3 (5.56%) MS Office
3 1 (1.85%) MS Visio
Business Applications
1 11 (20.37%) Endur
1 11 (20.37%) OpenLink RightAngle
Cloud Services
1 3 (5.56%) Amazon EC2
Communications & Networking
1 8 (14.81%) tcpdump
1 8 (14.81%) Wireshark
2 1 (1.85%) Network Security
Database & Business Intelligence
1 15 (27.78%) Data Warehouse
2 14 (25.93%) BusinessObjects
3 13 (24.07%) BusinessObjects Web Intelligence
4 4 (7.41%) Oracle Reports
5 3 (5.56%) MongoDB
5 3 (5.56%) SQL Server
5 3 (5.56%) SQL Server Reporting Services
6 2 (3.70%) MS Access
6 2 (3.70%) OLAP
6 2 (3.70%) OLAP Cube
6 2 (3.70%) Oracle OLAP
7 1 (1.85%) Big Data
7 1 (1.85%) Hadoop
7 1 (1.85%) SQL Server Integration Services
General
1 11 (20.37%) Finance
2 4 (7.41%) Banking
3 1 (1.85%) Legal
Job Titles
1 21 (38.89%) Analyst
2 20 (37.04%) Developer
3 13 (24.07%) SAP BusinessObjects (BO) Developer
4 11 (20.37%) Consultant
4 11 (20.37%) Endur Consultant
4 11 (20.37%) OpenLink Consultant
5 10 (18.52%) Security Analyst
5 10 (18.52%) SOC Analyst
6 9 (16.67%) Information Analyst
6 9 (16.67%) Information Security Analyst
7 8 (14.81%) SIEM Analyst
8 7 (12.96%) Java Developer
9 5 (9.26%) Technical Analyst
10 4 (7.41%) Analyst Developer
10 4 (7.41%) Java Analyst Developer
10 4 (7.41%) Oracle Analyst
10 4 (7.41%) Oracle Developer
10 4 (7.41%) Technical Developer
11 3 (5.56%) Incident and Problem Manager
11 3 (5.56%) Major Incident Manager
Libraries, Frameworks & Software Standards
1 3 (5.56%) RESTful
1 3 (5.56%) Spring
2 1 (1.85%) Kafka
Miscellaneous
1 27 (50.00%) Analytical Skills
2 5 (9.26%) Computer Science
3 4 (7.41%) Derivative
4 3 (5.56%) Management Information System
4 3 (5.56%) User Experience
5 2 (3.70%) Security Operations Centre
6 1 (1.85%) Reference Data
Processes & Methodologies
1 20 (37.04%) Agile Software Development
2 17 (31.48%) User Acceptance Testing
3 15 (27.78%) Risk Management
3 15 (27.78%) SDLC
4 13 (24.07%) Scorecard
4 13 (24.07%) Test Planning
5 12 (22.22%) Waterfall
6 11 (20.37%) ETRM
6 11 (20.37%) Incident Management
6 11 (20.37%) Security Operations
6 11 (20.37%) SIEM
6 11 (20.37%) UML
7 10 (18.52%) Continuous Improvement
8 9 (16.67%) Data Loss Prevention
8 9 (16.67%) Information Security
9 4 (7.41%) Change Control
9 4 (7.41%) Mathematics
9 4 (7.41%) OO
9 4 (7.41%) OOD
9 4 (7.41%) Requirements Management
Programming Languages
1 22 (40.74%) SQL
2 14 (25.93%) PL/SQL
3 8 (14.81%) Java
4 1 (1.85%) C++
Qualifications
1 8 (14.81%) Degree
2 3 (5.56%) ITIL Certification
Quality Assurance & Compliance
1 17 (31.48%) QA
2 1 (1.85%) Data Quality
Vendors
1 11 (20.37%) OpenLink
1 11 (20.37%) Triple Point
2 6 (11.11%) Oracle
3 3 (5.56%) Microsoft
4 1 (1.85%) Cognos
4 1 (1.85%) MicroStrategy