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 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 Analysis
Rank 61 81 82
Rank change year-on-year
+20 +1
Permanent jobs citing Data Analysis 22 27 18
As % of all permanent IT jobs located in Glasgow 2.26% 2.08% 1.74%
As % of the Processes & Methodologies category 2.53% 2.32% 1.90%
Number of salaries quoted 8 20 5
Median salary £44,500 £39,250 £40,000
Median salary % change year-on-year
+13.37% -1.87%
90% offered a salary of more than £39,950 £32,400 £36,000
10% offered a salary of more than £45,300 £45,250 £78,500
UK excluding London median salary £41,000 £38,500 £39,375
% change year-on-year
+6.49% -2.22%
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
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 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 8 December 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 35 (57.38%) Agile Software Development
2 29 (47.54%) SDLC
3 28 (45.90%) Finance
3 28 (45.90%) SQL
4 26 (42.62%) Analytical Skills
5 21 (34.43%) Risk Management
6 19 (31.15%) Data Management
6 19 (31.15%) Business Intelligence
7 18 (29.51%) Waterfall
8 17 (27.87%) ETRM
8 17 (27.87%) Triple Point
8 17 (27.87%) OpenLink RightAngle
8 17 (27.87%) OpenLink
8 17 (27.87%) Endur
8 17 (27.87%) Java
8 17 (27.87%) UML
9 16 (26.23%) Banking
10 12 (19.67%) OO
10 12 (19.67%) Oracle
11 10 (16.39%) Hadoop
11 10 (16.39%) Apache Spark
12 9 (14.75%) Scala
12 9 (14.75%) Big Data
12 9 (14.75%) Scrum
12 9 (14.75%) Python
13 8 (13.11%) HTML
13 8 (13.11%) Workflow
13 8 (13.11%) Regression Testing
13 8 (13.11%) Subversion
13 8 (13.11%) Retail

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 10 (16.39%) Apache Spark
2 2 (3.28%) SAS
3 1 (1.64%) Apache
Applications
1 2 (3.28%) MS Excel
2 1 (1.64%) MS PowerPoint
2 1 (1.64%) MS Visio
Business Applications
1 17 (27.87%) Endur
1 17 (27.87%) OpenLink RightAngle
Cloud Services
1 3 (4.92%) Amazon EC2
Communications & Networking
1 2 (3.28%) tcpdump
1 2 (3.28%) Wireshark
2 1 (1.64%) Network Security
Database & Business Intelligence
1 10 (16.39%) Hadoop
2 9 (14.75%) Big Data
3 8 (13.11%) Impala
3 8 (13.11%) Spotfire
3 8 (13.11%) Sqoop
4 5 (8.20%) Data Warehouse
5 4 (6.56%) Data Mining
5 4 (6.56%) MongoDB
5 4 (6.56%) Oracle Reports
6 3 (4.92%) BusinessObjects
7 2 (3.28%) BusinessObjects Web Intelligence
7 2 (3.28%) Enterprise Data Warehouse
8 1 (1.64%) PostgreSQL
8 1 (1.64%) QlikView
8 1 (1.64%) SQL Server
8 1 (1.64%) SQL Server Integration Services
8 1 (1.64%) SQL Server Reporting Services
Development Applications
1 8 (13.11%) Git (software)
1 8 (13.11%) Jenkins
1 8 (13.11%) JIRA
1 8 (13.11%) Subversion
General
1 28 (45.90%) Finance
2 16 (26.23%) Banking
3 8 (13.11%) Retail
3 8 (13.11%) Retail Banking
4 1 (1.64%) Financial Institution
4 1 (1.64%) Legal
Job Titles
1 23 (37.70%) Analyst
2 17 (27.87%) Consultant
2 17 (27.87%) Developer
2 17 (27.87%) Endur Consultant
2 17 (27.87%) OpenLink Consultant
3 15 (24.59%) Technical Analyst
4 13 (21.31%) Business Analyst
5 10 (16.39%) Technical Business Analyst
6 9 (14.75%) Senior Analyst
6 9 (14.75%) Senior Business Analyst
7 8 (13.11%) Big Data Developer
7 8 (13.11%) Senior Technical Analyst
7 8 (13.11%) Senior Technical Business Analyst
8 7 (11.48%) Java Developer
9 4 (6.56%) Analyst Developer
9 4 (6.56%) Java Analyst Developer
9 4 (6.56%) Oracle Analyst
9 4 (6.56%) Oracle Developer
9 4 (6.56%) Technical Developer
10 3 (4.92%) Information Analyst
Libraries, Frameworks & Software Standards
1 8 (13.11%) D3.js
1 8 (13.11%) HTML
1 8 (13.11%) HTML5
2 3 (4.92%) RESTful
2 3 (4.92%) Spring
3 1 (1.64%) Kafka
Miscellaneous
1 26 (42.62%) Analytical Skills
2 8 (13.11%) Market Risk
2 8 (13.11%) Visualisation
3 5 (8.20%) Computer Science
4 4 (6.56%) Derivative
5 2 (3.28%) Data Centre
6 1 (1.64%) Reference Data
6 1 (1.64%) Security Operations Centre
Processes & Methodologies
1 35 (57.38%) Agile Software Development
2 29 (47.54%) SDLC
3 21 (34.43%) Risk Management
4 19 (31.15%) Business Intelligence
4 19 (31.15%) Data Management
5 18 (29.51%) Waterfall
6 17 (27.87%) ETRM
6 17 (27.87%) UML
7 12 (19.67%) OO
8 9 (14.75%) Scrum
9 8 (13.11%) Continuous Integration
9 8 (13.11%) Data Visualisation
9 8 (13.11%) Infrastructure Management
9 8 (13.11%) Regression Testing
9 8 (13.11%) Trend Analysis
9 8 (13.11%) Workflow
10 6 (9.84%) Information Security
10 6 (9.84%) User Acceptance Testing
11 4 (6.56%) OOD
11 4 (6.56%) Requirements Management
Programming Languages
1 28 (45.90%) SQL
2 17 (27.87%) Java
3 9 (14.75%) Python
3 9 (14.75%) Scala
4 3 (4.92%) PL/SQL
5 1 (1.64%) C++
Qualifications
1 7 (11.48%) Degree
2 4 (6.56%) CISA
2 4 (6.56%) CISM
2 4 (6.56%) CISSP
2 4 (6.56%) CRISC
Quality Assurance & Compliance
1 7 (11.48%) QA
2 3 (4.92%) Data Quality
3 2 (3.28%) COBIT
4 1 (1.64%) ISO/IEC 27001
Systems Management
1 8 (13.11%) Oozie
1 8 (13.11%) Rundeck
2 1 (1.64%) RSA Archer
Vendors
1 17 (27.87%) OpenLink
1 17 (27.87%) Triple Point
2 12 (19.67%) Oracle
3 8 (13.11%) Tableau
4 1 (1.64%) Cognos
4 1 (1.64%) MicroStrategy
Glasgow
Hays Specialist Recruitment Ltd
Salary: £40000.00 - £50000.00 per annum
Posted: 15 days ago