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 June 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 Jun 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 69 102 56
Rank change year-on-year
+33 -46
Permanent jobs citing ETL 101 79 118
As % of all permanent IT jobs located in Scotland 3.21% 2.08% 3.66%
As % of the Processes & Methodologies category 3.68% 2.48% 4.53%
Number of salaries quoted 69 47 78
Average salary £44,000 £47,500 £41,000
Average salary % change year-on-year
-7.36% +15.85%
90% offered a salary of more than £32,500 £33,700 £34,000
10% offered a salary of more than £57,350 £80,000 £55,150
UK excluding London average salary £45,000 £44,000 £45,000
% change year-on-year
+2.27% -2.22%
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
2748 3188 2602
As % of all permanent IT jobs located in Scotland 87.40% 84.05% 80.63%
Number of salaries quoted 1733 2141 1664
Average salary £44,000 £42,500 £40,500
Average salary % change year-on-year
+3.52% +4.93%
90% offered a salary of more than £32,000 £30,000 £30,000
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +6.25%

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 June 2015.

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 June 2015. 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 +37 59 £37,500 -19.35% 6
Edinburgh +16 43 £47,500 -13.63% 9
North Lanarkshire +6 2 £40,250 +15.00%
Aberdeen - 2 £33,750 -
Stirling -6 1 - -
South Lanarkshire - 1 £32,500 -
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 29 June 2015, 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.

1 111 (60.00%) SQL
2 102 (55.14%) Business Intelligence
3 82 (44.32%) Data Warehouse
4 76 (41.08%) Oracle
4 76 (41.08%) Finance
5 60 (32.43%) SQL Server
6 54 (29.19%) Data Modelling
7 52 (28.11%) Business Objects
8 50 (27.03%) Microsoft
9 49 (26.49%) Informatica
10 44 (23.78%) SQL Server Integration Services
11 42 (22.70%) Agile Software Development
12 36 (19.46%) T-SQL
13 35 (18.92%) SAP
14 32 (17.30%) Project Management
14 32 (17.30%) Degree
14 32 (17.30%) Analytics
15 31 (16.76%) PL/SQL
16 29 (15.68%) MS Excel
16 29 (15.68%) BusinessObjects
16 29 (15.68%) SQL Server Reporting Services
17 28 (15.14%) Big Data
18 25 (13.51%) .NET
19 23 (12.43%) C#
20 22 (11.89%) Web Services
21 21 (11.35%) Java
21 21 (11.35%) ABAP
21 21 (11.35%) SAS
22 20 (10.81%) ASP.NET
22 20 (10.81%) SLA

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 29 June 2015, 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 21 (11.35%) SAS
2 20 (10.81%) NetWeaver
3 6 (3.24%) Apache
4 5 (2.70%) Apache Pig
5 4 (2.16%) JBoss
6 3 (1.62%) Tomcat
6 3 (1.62%) SharePoint
6 3 (1.62%) WebSphere
7 2 (1.08%) SharePoint 2010
7 2 (1.08%) SharePoint 2013
8 1 (0.54%) BizTalk Server
8 1 (0.54%) PowerExchange
Applications
1 29 (15.68%) MS Excel
2 6 (3.24%) SPSS
3 1 (0.54%) MS Office
3 1 (0.54%) MS Visio
Business Applications
1 8 (4.32%) Markit EDM
2 3 (1.62%) thinkFolio
2 3 (1.62%) LatentZero
3 2 (1.08%) Oracle Financials
3 2 (1.08%) Oracle EBS
4 1 (0.54%) Hyperion Planning
4 1 (0.54%) Oracle 11i
4 1 (0.54%) Cognos Business Intelligence
Cloud Services
1 2 (1.08%) Amazon EC2
1 2 (1.08%) Amazon AWS
2 1 (0.54%) Amazon EMR
2 1 (0.54%) Microsoft Azure
2 1 (0.54%) Cloud Computing
Communications & Networking
1 2 (1.08%) LDAP
2 1 (0.54%) DAB
Database & Business Intelligence
1 82 (44.32%) Data Warehouse
2 60 (32.43%) SQL Server
3 44 (23.78%) SQL Server Integration Services
4 29 (15.68%) BusinessObjects
4 29 (15.68%) SQL Server Reporting Services
5 28 (15.14%) Big Data
6 20 (10.81%) SAP BI
6 20 (10.81%) SAP BW
6 20 (10.81%) QlikView
7 18 (9.73%) Relational Database
8 16 (8.65%) Hadoop
9 15 (8.11%) SQL Server Analysis Services
10 11 (5.95%) Oracle BI EE
10 11 (5.95%) MongoDB
10 11 (5.95%) Oracle Database
11 10 (5.41%) SQL Server 2008
11 10 (5.41%) DTS
11 10 (5.41%) Data Mining
12 9 (4.86%) Enterprise Data Warehouse
13 8 (4.32%) SQL Server 2012
Development Applications
1 12 (6.49%) Selenium
1 12 (6.49%) Git (software)
2 10 (5.41%) WatiN
2 10 (5.41%) TeamCity
2 10 (5.41%) MSBuild
2 10 (5.41%) GitLab
2 10 (5.41%) Subversion
2 10 (5.41%) Visual Studio
3 9 (4.86%) SpecFlow
3 9 (4.86%) Cucumber
4 4 (2.16%) Talend Open Studio
5 3 (1.62%) HP UFT
5 3 (1.62%) Oracle APEX
6 2 (1.08%) LoadRunner
6 2 (1.08%) SQL Server Management Studio (SSMS)
7 1 (0.54%) TestDirector
7 1 (0.54%) FitNesse
General
1 76 (41.08%) Finance
2 18 (9.73%) Banking
3 7 (3.78%) Retail
4 4 (2.16%) Manufacturing
4 4 (2.16%) Front Office
5 1 (0.54%) Telecoms
5 1 (0.54%) Advertising
5 1 (0.54%) Investment Banking
5 1 (0.54%) Marketing
5 1 (0.54%) Financial Institution
Job Titles
1 72 (38.92%) Developer
2 36 (19.46%) Consultant
3 26 (14.05%) Analyst
4 24 (12.97%) Business Intelligence Consultant
5 23 (12.43%) Business Consultant
6 22 (11.89%) Senior Developer
7 20 (10.81%) SAP Business Consultant
7 20 (10.81%) SAP Consultant
8 19 (10.27%) SAP BI Consultant
8 19 (10.27%) SQL Developer
9 16 (8.65%) Architect
10 15 (8.11%) Data Architect
11 14 (7.57%) .NET Developer
12 9 (4.86%) Test Analyst
12 9 (4.86%) Senior .NET Developer
12 9 (4.86%) Business Intelligence Developer
13 8 (4.32%) Data Warehouse Developer
14 7 (3.78%) Business Analyst
15 6 (3.24%) Java Developer
15 6 (3.24%) Data Manager
Libraries, Frameworks & Software Standards
1 25 (13.51%) .NET
2 22 (11.89%) Web Services
3 20 (10.81%) ASP.NET
4 14 (7.57%) XML
5 12 (6.49%) SOAP
6 11 (5.95%) .NET Framework
7 10 (5.41%) XSD
7 10 (5.41%) XSLT
7 10 (5.41%) HTML
7 10 (5.41%) CSS
7 10 (5.41%) LINQ
7 10 (5.41%) HTML5
7 10 (5.41%) Entity Framework
7 10 (5.41%) LINQ to SQL
7 10 (5.41%) Twitter Bootstrap
7 10 (5.41%) ASP.NET Web Forms
8 9 (4.86%) NHibernate
8 9 (4.86%) KnockoutJS
8 9 (4.86%) AngularJS
8 9 (4.86%) jQuery
Miscellaneous
1 20 (10.81%) Analytical Skills
2 14 (7.57%) Data Integration
3 13 (7.03%) Visualisation
4 6 (3.24%) Computer Science
5 5 (2.70%) Management Information System
6 3 (1.62%) Reference Data
7 2 (1.08%) Credit Risk
8 1 (0.54%) N-Tier
8 1 (0.54%) Replication
8 1 (0.54%) Clustering
8 1 (0.54%) Economics
8 1 (0.54%) Web 2.0
8 1 (0.54%) Statistics
8 1 (0.54%) Mathematics
Operating Systems
1 11 (5.95%) UNIX
2 8 (4.32%) Linux
3 2 (1.08%) Windows
3 2 (1.08%) Solaris
4 1 (0.54%) Windows Server 2008
4 1 (0.54%) Windows Server 2012
Processes & Methodologies
1 102 (55.14%) Business Intelligence
2 54 (29.19%) Data Modelling
3 42 (22.70%) Agile Software Development
4 32 (17.30%) Project Management
4 32 (17.30%) Analytics
5 20 (10.81%) Integration Testing
6 16 (8.65%) Data Management
6 16 (8.65%) Data Analytics
6 16 (8.65%) SDLC
7 15 (8.11%) Stakeholder Management
8 12 (6.49%) Automated Testing
8 12 (6.49%) User Acceptance Testing
8 12 (6.49%) Performance Tuning
9 10 (5.41%) Requirements Analysis
9 10 (5.41%) Asset Management
9 10 (5.41%) Scrum
9 10 (5.41%) MVC
10 9 (4.86%) ERP
10 9 (4.86%) Software Testing
10 9 (4.86%) Continuous Integration
Programming Languages
1 111 (60.00%) SQL
2 36 (19.46%) T-SQL
3 31 (16.76%) PL/SQL
4 23 (12.43%) C#
5 21 (11.35%) Java
5 21 (11.35%) ABAP
6 11 (5.95%) JavaScript
7 8 (4.32%) R
8 7 (3.78%) Shell Script
9 6 (3.24%) Python
9 6 (3.24%) Perl
10 3 (1.62%) VBA
10 3 (1.62%) sed
11 2 (1.08%) VB.NET
12 1 (0.54%) PHP
Qualifications
1 32 (17.30%) Degree
2 4 (2.16%) ISEB
3 3 (1.62%) ISTQB
3 3 (1.62%) Security Cleared
4 2 (1.08%) PRINCE2 Practitioner
5 1 (0.54%) Microsoft Certification
5 1 (0.54%) MOS
5 1 (0.54%) HNC
5 1 (0.54%) HND
Quality Assurance & Compliance
1 20 (10.81%) SLA
2 18 (9.73%) QA
3 7 (3.78%) Data Quality
System Software
1 5 (2.70%) Apache Flume
2 1 (0.54%) HDFS
2 1 (0.54%) GPFS
Systems Management
1 7 (3.78%) MOM
2 2 (1.08%) Control-M
2 2 (1.08%) Foglight
3 1 (0.54%) HP Quality Center
3 1 (0.54%) Opscode Chef
Vendors
1 76 (41.08%) Oracle
2 52 (28.11%) Business Objects
3 50 (27.03%) Microsoft
4 49 (26.49%) Informatica
5 35 (18.92%) SAP
6 12 (6.49%) Cognos
7 10 (5.41%) TIBCO
7 10 (5.41%) Teradata
8 9 (4.86%) IBM
9 8 (4.32%) Charles River
10 6 (3.24%) Perforce
10 6 (3.24%) MicroStrategy
11 5 (2.70%) Sybase
12 4 (2.16%) Siebel
12 4 (2.16%) Tableau
12 4 (2.16%) Talend
13 3 (1.62%) PeopleSoft
13 3 (1.62%) Hyperion
14 2 (1.08%) Netezza
15 1 (0.54%) Greenplum
Edinburgh, Midlothian
Complete Tech Limited
Salary: Up to £50,000 per annum + Benefits
Posted: 11 hours ago
Edinburgh, Midlothian
Complete Tech Limited
Salary: Up to £50,000 per annum + Benefits
Posted: 11 hours ago
Glasgow, Lanarkshire
JP Morgan Ltd
Salary: Competitive + full benefits
Posted: Yesterday
Glasgow Area
ANSON MCCADE
Salary: £60,000 to £90,000 per annum plus outstanding package
Posted: 3 days ago
Glasgow Area
ANSON MCCADE
Salary: £30,000 - £60,000k plus outstanding package
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 5 days ago
Edinburgh
Net Talent
Salary: £30000 - £50000 per annum + Excellent benefits
Posted: 8 days ago
Edinburgh
Tata Consultancy services
Salary: £70,000 - £90,000 per year
Posted: 11 days ago
Edinburgh
Churchill Frank
Salary: £35000 - £45000 per annum + Pension + Bonus + Training
Posted: 15 days ago
Glasgow
Hays IT - Uk Posting account
Salary: £40000.00 - £45000.00 per annum
Posted: 19 days ago
Edinburgh
Lawrence Harvey
Salary: £45000.00 - £120000.00 per annum + £6k car + bonus + benefits
Posted: 19 days ago
Edinburgh
Cathcart Associates
Salary: £50000 - £60000 per annum + Benefits + Training
Posted: 25 days ago
Glasgow
Hays IT - Uk Posting account
Salary: £30000.00 - £35000.00 per annum
Posted: 27 days ago