The table below looks at the statistics for ETL skills in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited ETL over the 3 months to 29 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
29 Apr 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 83 71 75
Rank change year-on-year
-12 +4
Permanent jobs citing ETL 84 93 121
As % of all permanent IT jobs located in Scotland 2.92% 2.96% 3.05%
As % of the Processes & Methodologies category 3.26% 3.37% 3.59%
Number of salaries quoted 47 65 69
Average salary £47,500 £45,000 £50,000
Average salary % change year-on-year
+5.55% -10.00%
90% offered a salary of more than £39,000 £36,000 £30,000
10% offered a salary of more than £60,250 £61,500 £90,000
UK excluding London average salary £45,000 £45,000 £45,000
ETL
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
2576 2757 3368
As % of all permanent IT jobs located in Scotland 89.63% 87.75% 84.84%
Number of salaries quoted 1586 1712 2216
Average salary £45,000 £45,000 £42,500
Average salary % change year-on-year
- +5.88%
90% offered a salary of more than £31,650 £32,500 £30,000
10% offered a salary of more than £65,000 £57,500 £60,000
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing ETL across the Scotland region as a proportion of the total demand within the Processes & Methodologies category.

ETL Jobs Demand Trend in Scotland

ETL
Salary Trend in Scotland

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

ETL Salary Trend in Scotland

ETL
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing ETL across the Scotland region over the 3 months to 29 April 2016.

ETL Salary Histogram in Scotland

ETL
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing ETL within the Scotland region over the 3 months to 29 April 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +4 44 £48,750 +22.64% 4
Edinburgh -1 41 £51,750 +15.00% 5
Falkirk - 3 £50,000 -
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 29 April 2016, IT jobs across the Scotland region citing ETL also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL.

1 99 (55.62%) Business Intelligence
2 82 (46.07%) SQL
3 75 (42.13%) Data Warehouse
4 66 (37.08%) Finance
5 59 (33.15%) Oracle
6 58 (32.58%) Stakeholder Management
7 55 (30.90%) BusinessObjects
8 53 (29.78%) Agile Software Development
8 53 (29.78%) QlikView
9 52 (29.21%) Cognos
10 49 (27.53%) Data Management
11 45 (25.28%) SQL Server Integration Services
12 42 (23.60%) SQL Server Reporting Services
12 42 (23.60%) Data Modelling
13 41 (23.03%) ETL Development
14 37 (20.79%) Informatica
14 37 (20.79%) SQL Server
14 37 (20.79%) SQL Server Analysis Services
15 36 (20.22%) Visualisation
16 33 (18.54%) Data Analysis
16 33 (18.54%) Banking
17 31 (17.42%) Asset Management
17 31 (17.42%) Oracle Database
18 30 (16.85%) Analytical Skills
18 30 (16.85%) PRINCE2
19 29 (16.29%) Security Cleared
19 29 (16.29%) Talend Open Studio
19 29 (16.29%) PRINCE2 Practitioner
19 29 (16.29%) Enterprise Data Management
19 29 (16.29%) Data Quality

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 29 April 2016, IT jobs across the Scotland region citing ETL also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL. Up to 20 skills are shown per category.

Application Platforms
1 15 (8.43%) SAS
2 5 (2.81%) SharePoint
3 4 (2.25%) Apache
3 4 (2.25%) MQSeries
3 4 (2.25%) SharePoint 2010
3 4 (2.25%) SharePoint 2013
3 4 (2.25%) Tomcat
3 4 (2.25%) WebLogic
4 1 (0.56%) Apache Spark
4 1 (0.56%) CMS
4 1 (0.56%) IBM Notes
Applications
1 13 (7.30%) MS PowerPoint
2 12 (6.74%) MS Excel
3 1 (0.56%) MS Office
3 1 (0.56%) SPSS
Business Applications
1 12 (6.74%) Hi Portfolio
2 6 (3.37%) Hyperion Planning
3 3 (1.69%) Oracle EBS R12
3 3 (1.69%) SAP CO
3 3 (1.69%) SAP FI
3 3 (1.69%) SAP FI/CO
4 2 (1.12%) Markit EDM
4 2 (1.12%) Oracle Retail
5 1 (0.56%) Cognos TM1
5 1 (0.56%) Oracle 11i
5 1 (0.56%) Oracle Applications
5 1 (0.56%) Oracle EBS
Cloud Services
1 2 (1.12%) Microsoft Azure
2 1 (0.56%) Amazon AWS
Communications & Networking
1 1 (0.56%) TCP/IP
Database & Business Intelligence
1 75 (42.13%) Data Warehouse
2 55 (30.90%) BusinessObjects
3 53 (29.78%) QlikView
4 45 (25.28%) SQL Server Integration Services
5 42 (23.60%) SQL Server Reporting Services
6 37 (20.79%) SQL Server
6 37 (20.79%) SQL Server Analysis Services
7 31 (17.42%) Oracle Database
8 25 (14.04%) Oracle Database 11g
8 25 (14.04%) Oracle ODI
9 23 (12.92%) Oracle Database 10g
10 22 (12.36%) PowerCenter
11 20 (11.24%) DataStage
11 20 (11.24%) Oracle BI EE
12 16 (8.99%) BODI
13 14 (7.87%) Hadoop
14 13 (7.30%) Relational Database
15 12 (6.74%) JasperReports
16 7 (3.93%) Big Data
17 6 (3.37%) Qlik Sense
Development Applications
1 29 (16.29%) Talend Open Studio
2 5 (2.81%) Git (software)
2 5 (2.81%) SQL Server Management Studio (SSMS)
3 4 (2.25%) Visual Studio
4 3 (1.69%) Team Foundation Server
5 2 (1.12%) Cucumber
5 2 (1.12%) HP UFT
5 2 (1.12%) Selenium
5 2 (1.12%) Subversion
6 1 (0.56%) FitNesse
6 1 (0.56%) Jenkins
6 1 (0.56%) JUnit
6 1 (0.56%) Toad
General
1 66 (37.08%) Finance
2 33 (18.54%) Banking
3 12 (6.74%) Manufacturing
4 9 (5.06%) Retail
5 6 (3.37%) Games
6 5 (2.81%) Corporate Banking
7 2 (1.12%) Billing
7 2 (1.12%) Front Office
8 1 (0.56%) Investment Banking
8 1 (0.56%) Retail Banking
Job Titles
1 100 (56.18%) Developer
2 58 (32.58%) Consultant
3 50 (28.09%) Business Intelligence Developer
4 46 (25.84%) Business Intelligence Consultant
5 16 (8.99%) ETL Developer
6 15 (8.43%) Analyst
7 13 (7.30%) Business Consultant
7 13 (7.30%) QlikView Developer
8 12 (6.74%) Oracle Developer
9 9 (5.06%) Oracle BI Developer
9 9 (5.06%) SQL Developer
10 6 (3.37%) QlikView Consultant
10 6 (3.37%) Senior Developer
10 6 (3.37%) Test Analyst
11 5 (2.81%) Applications Developer
11 5 (2.81%) Architect
11 5 (2.81%) Big Data Developer
11 5 (2.81%) ETL Consultant
12 4 (2.25%) Business Intelligence Analyst
12 4 (2.25%) Infrastructure Support
Libraries, Frameworks & Software Standards
1 16 (8.99%) .NET
2 15 (8.43%) ASP.NET
3 12 (6.74%) ASP.NET MVC 5
3 12 (6.74%) ASP.NET Web Forms
3 12 (6.74%) WinForms
4 6 (3.37%) Web Services
5 5 (2.81%) Drools
5 5 (2.81%) Middleware
6 4 (2.25%) MDX
6 4 (2.25%) TIBCO EMS
7 3 (1.69%) XML
8 2 (1.12%) .NET Framework
8 2 (1.12%) HTML
9 1 (0.56%) CSS
9 1 (0.56%) FpML
9 1 (0.56%) J2EE
9 1 (0.56%) jQuery
9 1 (0.56%) Spring
9 1 (0.56%) WCF
9 1 (0.56%) XML Schema
Miscellaneous
1 36 (20.22%) Visualisation
2 30 (16.85%) Analytical Skills
3 13 (7.30%) Data Integration
3 13 (7.30%) Management Information System
4 6 (3.37%) Enterprise Software
4 6 (3.37%) Fintech
4 6 (3.37%) User Experience
5 4 (2.25%) Computer Science
5 4 (2.25%) Mathematics
6 3 (1.69%) Driving Licence
7 2 (1.12%) EPoS
8 1 (0.56%) Algorithms
8 1 (0.56%) Clustering
8 1 (0.56%) Data Structures
Operating Systems
1 20 (11.24%) Unix
2 8 (4.49%) Linux
3 4 (2.25%) Red Hat Enterprise Linux
4 3 (1.69%) Windows
5 1 (0.56%) AIX
5 1 (0.56%) Windows Server
Processes & Methodologies
1 99 (55.62%) Business Intelligence
2 58 (32.58%) Stakeholder Management
3 53 (29.78%) Agile Software Development
4 49 (27.53%) Data Management
5 42 (23.60%) Data Modelling
6 41 (23.03%) ETL Development
7 33 (18.54%) Data Analysis
8 31 (17.42%) Asset Management
9 30 (16.85%) PRINCE2
10 29 (16.29%) Enterprise Data Management
11 20 (11.24%) Dimensional Modelling
12 17 (9.55%) SDLC
13 15 (8.43%) Analytics
14 14 (7.87%) CRM
15 13 (7.30%) MVC
16 12 (6.74%) Data Governance
16 12 (6.74%) Fund Accounting
16 12 (6.74%) Software Architecture
17 10 (5.62%) Anti-Money Laundering
17 10 (5.62%) Dashboard Development
Programming Languages
1 82 (46.07%) SQL
2 24 (13.48%) PL/SQL
3 23 (12.92%) C#
4 22 (12.36%) Java
5 14 (7.87%) Perl
6 12 (6.74%) Korn
6 12 (6.74%) VB
7 9 (5.06%) T-SQL
8 8 (4.49%) VBA
9 5 (2.81%) C++
9 5 (2.81%) Python
9 5 (2.81%) R
10 2 (1.12%) JavaScript
10 2 (1.12%) Shell Script
11 1 (0.56%) Data Mining Extensions (DMX)
11 1 (0.56%) Scala
11 1 (0.56%) VB.NET
Qualifications
1 29 (16.29%) PRINCE2 Practitioner
1 29 (16.29%) Security Cleared
2 13 (7.30%) Degree
3 6 (3.37%) ISEB
3 6 (3.37%) ISTQB
3 6 (3.37%) ISTQB Foundation Certification
4 2 (1.12%) MCSA
4 2 (1.12%) Microsoft Certification
Quality Assurance & Compliance
1 29 (16.29%) Data Quality
2 12 (6.74%) QA
3 4 (2.25%) COBIT
4 1 (0.56%) ISO 9001
4 1 (0.56%) SLA
Systems Management
1 1 (0.56%) Control-M
1 1 (0.56%) HP Quality Center
Vendors
1 59 (33.15%) Oracle
2 52 (29.21%) Cognos
3 37 (20.79%) Informatica
4 29 (16.29%) Talend
5 20 (11.24%) Microsoft
6 18 (10.11%) Tableau
6 18 (10.11%) Teradata
7 13 (7.30%) Ab Initio
8 7 (3.93%) IBM
9 6 (3.37%) Hyperion
9 6 (3.37%) SAP
10 4 (2.25%) MicroStrategy
10 4 (2.25%) Red Hat
10 4 (2.25%) Sybase
10 4 (2.25%) TIBCO
11 2 (1.12%) ATG
11 2 (1.12%) Charles River
12 1 (0.56%) ESRI
12 1 (0.56%) Lotus
Glasgow, Lanarkshire
Search Consultancy
Salary: Excellent rate plus benefits
Posted: Yesterday
Glasgow, Lanarkshire
Net Talent
Salary: excellent package and bens
Posted: Yesterday
Glasgow, Scotland
JP Morgan Glasgow
Salary: Competitive + Benefits
Posted: Yesterday
Edinburgh, Midlothian
McGregor Boyall
Posted: 3 days ago
Edinburgh, Midlothian
Search Consultancy
Salary: competitive benefits, D.O.E.
Posted: 4 days ago
Edinburgh, Midlothian
Search Consultancy
Salary: benefits, D.O.E.
Posted: 4 days ago