The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics 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 Analytics
Rank 130 128 164
Rank change year-on-year
-2 +36
Permanent jobs citing Data Analytics 24 28 13
As % of all permanent IT jobs located in Scotland 0.84% 0.92% 0.33%
As % of the Processes & Methodologies category 0.94% 1.03% 0.39%
Number of salaries quoted 17 14 10
Median salary £72,000 £50,000 £50,000
Median salary % change year-on-year
+44.00% -
90% offered a salary of more than £52,000 £38,600 £47,350
10% offered a salary of more than £77,000 £60,000 £100,000
UK excluding London median salary £50,730 £46,250 £46,000
% change year-on-year
+9.68% +0.54%
Data Analytics
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2559 2712 3328
As % of all permanent IT jobs located in Scotland 90.01% 89.30% 84.83%
Number of salaries quoted 1506 1698 2217
Median salary £45,000 £44,000 £42,500
Median salary % change year-on-year
+2.27% +3.52%
90% offered a salary of more than £30,284 £32,500 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analytics
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland 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 Scotland

Data Analytics
Salary Trend in Scotland

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

Data Analytics Salary Trend in Scotland

Data Analytics
Salary Histogram in Scotland

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

Data Analytics Salary Histogram in Scotland

Data Analytics
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the Scotland region over the 3 months to 30 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +7 20 £74,000 +48.00% 3
Glasgow -22 5 £55,000 +23.59% 2
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in Scotland

For the 6 months to 30 May 2016, 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 Scotland region with a requirement for Data Analytics.

1 43 (100.00%) Analytics
2 19 (44.19%) Finance
3 18 (41.86%) Business Intelligence
3 18 (41.86%) Banking
4 17 (39.53%) Big Data
5 16 (37.21%) SAS
6 15 (34.88%) Degree
6 15 (34.88%) Visualisation
6 15 (34.88%) Data Visualisation
7 14 (32.56%) Retail
8 13 (30.23%) Oracle
9 12 (27.91%) Data Modelling
9 12 (27.91%) Business Development
9 12 (27.91%) Analytical Skills
10 11 (25.58%) Credit Risk
10 11 (25.58%) SQL Server
10 11 (25.58%) SPSS
11 9 (20.93%) Agile Software Development
12 8 (18.60%) Software Engineering
12 8 (18.60%) Use Case
13 7 (16.28%) Information Security
13 7 (16.28%) GIAC
13 7 (16.28%) Java
13 7 (16.28%) Unix
13 7 (16.28%) CEH
13 7 (16.28%) Network Security
13 7 (16.28%) SIEM
13 7 (16.28%) Open Source
13 7 (16.28%) Cybersecurity
13 7 (16.28%) Security Operations

Data Analytics
Top Related IT Skills in Scotland 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 16 (37.21%) SAS
2 2 (4.65%) JBoss
3 1 (2.33%) Apache Pig
Applications
1 11 (25.58%) SPSS
Communications & Networking
1 7 (16.28%) Network Security
2 4 (9.30%) HTTP
Database & Business Intelligence
1 17 (39.53%) Big Data
2 11 (25.58%) SQL Server
3 5 (11.63%) SQL Server Integration Services
3 5 (11.63%) SQL Server Reporting Services
4 4 (9.30%) BusinessObjects
4 4 (9.30%) QlikView
5 3 (6.98%) Data Warehouse
6 1 (2.33%) Apache Hive
6 1 (2.33%) Enterprise Data Warehouse
6 1 (2.33%) Hadoop
6 1 (2.33%) HBase
6 1 (2.33%) IBM BigInsights
Development Applications
1 6 (13.95%) Maven
2 2 (4.65%) Ant
2 2 (4.65%) JUnit
3 1 (2.33%) Team Foundation Server
General
1 19 (44.19%) Finance
2 18 (41.86%) Banking
3 14 (32.56%) Retail
4 4 (9.30%) Financial Institution
5 3 (6.98%) Retail Banking
6 2 (4.65%) Local Government
6 2 (4.65%) Marketing
7 1 (2.33%) General Ledger
Job Titles
1 11 (25.58%) Analytics Manager
1 11 (25.58%) Business Intelligence Manager
1 11 (25.58%) Consultant
1 11 (25.58%) Data Analytics Manager
1 11 (25.58%) Data Manager
2 8 (18.60%) Developer
3 7 (16.28%) IT Consultant
3 7 (16.28%) IT Security Consultant
3 7 (16.28%) Lead Security Consultant
3 7 (16.28%) Security Consultant
3 7 (16.28%) SOC Consultant
3 7 (16.28%) Technology Consultant
4 6 (13.95%) Java Developer
5 4 (9.30%) Java Software Developer
5 4 (9.30%) Senior Consultant
5 4 (9.30%) Software Developer
6 3 (6.98%) Architect
6 3 (6.98%) Data Consultant
6 3 (6.98%) Solutions Architect
6 3 (6.98%) Strategy Consultant
Libraries, Frameworks & Software Standards
1 6 (13.95%) Spring
2 4 (9.30%) REST
3 3 (6.98%) Middleware
4 1 (2.33%) CGI
4 1 (2.33%) CSS
4 1 (2.33%) HTML
4 1 (2.33%) RESTful
4 1 (2.33%) Web Services
Miscellaneous
1 15 (34.88%) Visualisation
2 12 (27.91%) Analytical Skills
3 11 (25.58%) Credit Risk
4 7 (16.28%) Security Operations Centre
5 2 (4.65%) Blockchain
5 2 (4.65%) User Experience
6 1 (2.33%) Data Extraction
6 1 (2.33%) Data Integration
6 1 (2.33%) Enterprise Software
Operating Systems
1 7 (16.28%) Unix
2 3 (6.98%) Linux
2 3 (6.98%) Windows
Processes & Methodologies
1 43 (100.00%) Analytics
2 18 (41.86%) Business Intelligence
3 15 (34.88%) Data Visualisation
4 12 (27.91%) Business Development
4 12 (27.91%) Data Modelling
5 9 (20.93%) Agile Software Development
6 8 (18.60%) Software Engineering
6 8 (18.60%) Use Case
7 7 (16.28%) Cybersecurity
7 7 (16.28%) Information Security
7 7 (16.28%) Open Source
7 7 (16.28%) Security Operations
7 7 (16.28%) SIEM
8 6 (13.95%) OO
8 6 (13.95%) Scrum
9 4 (9.30%) Continuous Delivery
9 4 (9.30%) Kanban
9 4 (9.30%) RDF
9 4 (9.30%) TDD
9 4 (9.30%) Unit Testing
Programming Languages
1 7 (16.28%) Java
2 5 (11.63%) Python
3 4 (9.30%) C#
3 4 (9.30%) Ruby
3 4 (9.30%) Shell Script
3 4 (9.30%) SPARQL
4 2 (4.65%) SQL
5 1 (2.33%) JavaScript
5 1 (2.33%) PowerShell
5 1 (2.33%) R
Qualifications
1 15 (34.88%) Degree
2 7 (16.28%) CEH
2 7 (16.28%) GIAC
3 3 (6.98%) ISEB
3 3 (6.98%) ISTQB
3 3 (6.98%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 4 (9.30%) IAS 39
2 1 (2.33%) FATCA
2 1 (2.33%) ISO/IEC 27001
System Software
1 1 (2.33%) Apache Flume
Systems Management
1 1 (2.33%) HP Quality Center
1 1 (2.33%) MOM
1 1 (2.33%) Opscode Chef
1 1 (2.33%) Puppet
Vendors
1 13 (30.23%) Oracle
2 4 (9.30%) Ab Initio
2 4 (9.30%) Hyperion
2 4 (9.30%) Informatica
2 4 (9.30%) Tableau
3 1 (2.33%) VMware
Edinburgh, Midlothian
Net Talent
Salary: £28000 - £35000 per annum + Quarterly Bonus, Pension
Posted: 10 hours ago
Edinburgh, Midlothian
Oliver James Associates
Salary: £80000 - £85000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 6 days ago
Edinburgh, Midlothian
CGI
Salary: £50000 - £65000 per annum + benefits
Posted: 27 days ago
Glasgow, Lanarkshire
CGI
Salary: £43000 - £50000 per annum + Benefits
Posted: 27 days ago
Glasgow, Lanarkshire
CGI
Salary: £30000 - £40000 per annum + benefits
Posted: 27 days ago