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 22 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 Aug 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 93 33 68
Rank change year-on-year
-60 +35
Permanent jobs citing ETL 82 175 107
As % of all permanent IT jobs located in Scotland 2.19% 5.59% 3.38%
As % of the Processes & Methodologies category 2.72% 6.92% 4.46%
Number of salaries quoted 51 118 73
Average salary £46,500 £42,500 £43,750
Average salary % change year-on-year
+9.41% -2.85%
90% offered a salary of more than £34,500 £35,700 £32,125
10% offered a salary of more than £65,000 £55,150 £60,000
UK excluding London average salary £45,000 £45,000 £41,500
% change year-on-year
- +8.43%
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
3012 2530 2397
As % of all permanent IT jobs located in Scotland 80.51% 80.75% 75.69%
Number of salaries quoted 1965 1647 1613
Average salary £42,500 £42,000 £40,000
Average salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £60,000 £56,500
UK excluding London average salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 22 August 2014.

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 22 August 2014. 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 -26 44 £46,500 +9.41% 8
Edinburgh -55 21 £40,000 -20.00% 9
Lanarkshire - 3 - -
Stirling - 1 - -
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 22 August 2014, 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 92 (55.09%) Business Intelligence
2 89 (53.29%) Oracle
3 82 (49.10%) SQL
4 75 (44.91%) Finance
5 62 (37.13%) Data Warehouse
6 44 (26.35%) Informatica
7 42 (25.15%) PL/SQL
8 39 (23.35%) Data Management
9 35 (20.96%) Data Modelling
10 29 (17.37%) SQL Server
11 25 (14.97%) Oracle Database
12 24 (14.37%) Master Data Management
12 24 (14.37%) Cognos
13 23 (13.77%) Relational Database
14 22 (13.17%) Analytics
15 21 (12.57%) Java
15 21 (12.57%) SAP
15 21 (12.57%) Pentaho
16 20 (11.98%) RDBMS
17 19 (11.38%) Business Objects
17 19 (11.38%) Oracle BI EE
17 19 (11.38%) Banking
18 18 (10.78%) SQL Server Integration Services
18 18 (10.78%) Data Integration
18 18 (10.78%) Oracle Database 11g
18 18 (10.78%) Migration
19 17 (10.18%) UNIX
19 17 (10.18%) Microsoft
19 17 (10.18%) Performance Tuning
20 16 (9.58%) Data Quality

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 22 August 2014, 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 14 (8.38%) SAS
2 4 (2.40%) SharePoint
3 3 (1.80%) Oracle SOA Suite
3 3 (1.80%) NetWeaver
3 3 (1.80%) WebLogic
3 3 (1.80%) WebSphere Application Server
3 3 (1.80%) WebSphere
3 3 (1.80%) Oracle Application Server
Applications
1 11 (6.59%) MS Excel
2 2 (1.20%) Spreadsheet
3 1 (0.60%) MS Project
3 1 (0.60%) MS Visio
Business Applications
1 12 (7.19%) Oracle EBS
2 9 (5.39%) Dynamics AX
3 4 (2.40%) Oracle ERP
4 3 (1.80%) Oracle BPM
4 3 (1.80%) SAP BPC
5 2 (1.20%) Cognos TM1
5 2 (1.20%) Cognos Business Intelligence
6 1 (0.60%) Agresso
6 1 (0.60%) HFM
Communications & Networking
1 1 (0.60%) Intranet
1 1 (0.60%) LDAP
1 1 (0.60%) FTP
1 1 (0.60%) SSL
1 1 (0.60%) HTTPS
Database & Business Intelligence
1 62 (37.13%) Data Warehouse
2 29 (17.37%) SQL Server
3 25 (14.97%) Oracle Database
4 23 (13.77%) Relational Database
5 21 (12.57%) Pentaho
6 20 (11.98%) RDBMS
7 19 (11.38%) Oracle BI EE
8 18 (10.78%) SQL Server Integration Services
8 18 (10.78%) Oracle Database 11g
9 14 (8.38%) SQL Server Reporting Services
9 14 (8.38%) Oracle Reports
9 14 (8.38%) Oracle ODI
10 13 (7.78%) QlikView
10 13 (7.78%) Data Mart
11 12 (7.19%) OLAP
11 12 (7.19%) PowerCenter
12 11 (6.59%) SQL Server Analysis Services
13 10 (5.99%) DataStage
14 7 (4.19%) BusinessObjects
15 5 (2.99%) Big Data
Development Applications
1 9 (5.39%) Talend Open Studio
2 4 (2.40%) ERwin
3 2 (1.20%) Maven
3 2 (1.20%) Oracle APEX
4 1 (0.60%) Jenkins
4 1 (0.60%) SoapUI
4 1 (0.60%) ProC
4 1 (0.60%) QuickTest Pro
4 1 (0.60%) Toad
4 1 (0.60%) JIRA
4 1 (0.60%) Git (software)
4 1 (0.60%) Subversion
General
1 75 (44.91%) Finance
2 19 (11.38%) Banking
3 9 (5.39%) Investment Banking
4 5 (2.99%) Aerospace
5 3 (1.80%) Retail Banking
5 3 (1.80%) Retail
6 2 (1.20%) Private Banking
7 1 (0.60%) Front Office
7 1 (0.60%) Advertising
Job Titles
1 90 (53.89%) Developer
2 30 (17.96%) Architect
3 26 (15.57%) ETL Developer
4 23 (13.77%) Consultant
5 16 (9.58%) Analyst
5 16 (9.58%) Oracle Developer
6 15 (8.98%) Business Intelligence Developer
7 12 (7.19%) OBIEE Consultant
8 11 (6.59%) Database Developer
9 8 (4.79%) Data Architect
10 7 (4.19%) SQL Developer
11 6 (3.59%) Cognos Developer
11 6 (3.59%) Principal Architect
11 6 (3.59%) Solutions Architect
11 6 (3.59%) Business Developer
11 6 (3.59%) QlikView Developer
12 5 (2.99%) Senior Architect
12 5 (2.99%) Information Architect
12 5 (2.99%) Systems Analyst
12 5 (2.99%) Business Consultant
Libraries, Frameworks & Software Standards
1 10 (5.99%) .NET
1 10 (5.99%) XML
2 7 (4.19%) Web Services
3 5 (2.99%) WCF
4 4 (2.40%) XSLT
5 3 (1.80%) Middleware
5 3 (1.80%) ASP.NET
5 3 (1.80%) CSS
5 3 (1.80%) SOAP
5 3 (1.80%) WPF
5 3 (1.80%) jQuery
5 3 (1.80%) Oracle Fusion
5 3 (1.80%) WinForms
6 2 (1.20%) SAP XI
6 2 (1.20%) Spring
6 2 (1.20%) .NET Framework
6 2 (1.20%) Java EE
6 2 (1.20%) HTML
7 1 (0.60%) Apache Camel
7 1 (0.60%) ADO.NET Entity Framework
Miscellaneous
1 18 (10.78%) Data Integration
2 10 (5.99%) Data Extraction
3 5 (2.99%) Data Conversion
4 2 (1.20%) Visualisation
4 2 (1.20%) Management Information System
5 1 (0.60%) Grid Computing
5 1 (0.60%) Computer Science
5 1 (0.60%) Reference Data
5 1 (0.60%) Statistics
Operating Systems
1 17 (10.18%) UNIX
2 13 (7.78%) Linux
3 2 (1.20%) Windows
3 2 (1.20%) Solaris
4 1 (0.60%) Red Hat Enterprise Linux
Processes & Methodologies
1 92 (55.09%) Business Intelligence
2 39 (23.35%) Data Management
3 35 (20.96%) Data Modelling
4 24 (14.37%) Master Data Management
5 22 (13.17%) Analytics
6 18 (10.78%) Migration
7 17 (10.18%) Performance Tuning
8 16 (9.58%) Data Mapping
8 16 (9.58%) Agile Software Development
9 14 (8.38%) Enterprise Architecture
9 14 (8.38%) ERP
10 12 (7.19%) Data Architecture
11 11 (6.59%) Stakeholder Management
11 11 (6.59%) Asset Management
12 10 (5.99%) Data Governance
12 10 (5.99%) Information Architecture
13 9 (5.39%) Project Management
13 9 (5.39%) Data Migration
13 9 (5.39%) Business Analysis
14 8 (4.79%) Information Management
Programming Languages
1 82 (49.10%) SQL
2 42 (25.15%) PL/SQL
3 21 (12.57%) Java
4 9 (5.39%) T-SQL
5 8 (4.79%) C#
6 4 (2.40%) Shell Script
7 3 (1.80%) VB.NET
7 3 (1.80%) VBA
8 2 (1.20%) Python
8 2 (1.20%) JavaScript
8 2 (1.20%) Perl
8 2 (1.20%) VB
9 1 (0.60%) C++
Qualifications
1 14 (8.38%) Degree
2 2 (1.20%) OCP
2 2 (1.20%) OCA
2 2 (1.20%) Oracle Certification
2 2 (1.20%) PMP
2 2 (1.20%) PMI Certification
3 1 (0.60%) MBA
3 1 (0.60%) ISEB
3 1 (0.60%) ISTQB
Quality Assurance & Compliance
1 16 (9.58%) Data Quality
2 10 (5.99%) QA
3 5 (2.99%) SLA
System Software
1 1 (0.60%) Tivoli Workload Scheduler
1 1 (0.60%) Active Directory
Systems Management
1 2 (1.20%) HP Quality Center
2 1 (0.60%) Tivoli
2 1 (0.60%) Control-M
Vendors
1 89 (53.29%) Oracle
2 44 (26.35%) Informatica
3 24 (14.37%) Cognos
4 21 (12.57%) SAP
5 19 (11.38%) Business Objects
6 17 (10.18%) Microsoft
7 10 (5.99%) MicroStrategy
8 9 (5.39%) Talend
9 7 (4.19%) Ab Initio
10 6 (3.59%) IBM
11 4 (2.40%) Teradata
11 4 (2.40%) Actimize
12 3 (1.80%) Tableau
12 3 (1.80%) JBoss
13 2 (1.20%) Wall Street Systems
13 2 (1.20%) Netezza
13 2 (1.20%) Sybase
13 2 (1.20%) Hyperion
13 2 (1.20%) Logi Analytics
14 1 (0.60%) Vertica
Edinburgh
Churchill Frank
Salary: £45000 - £50000 per annum + Bonus + Pension + Benefits
Posted: 23 hours ago
Edinburgh, Midlothian
Cathcart Associates Ltd
Salary: £25000 - £40000 per annum + Excellent Benefits + Training
Posted: Yesterday
Edinburgh, Midlothian
Cathcart Associates Ltd
Salary: £35000 - £60000 per annum + Benefits + Training
Posted: 3 days ago
Edinburgh, Midlothian
Change Recruitment Group
Salary: £45000 - £65000 per annum + Dependent on Exp.
Posted: 4 days ago
Edinburgh
Skyscanner
Posted: 7 days ago
Edinburgh
DP Connect
Salary: £35000 - £60000 per annum + Holidays and additional benefits
Posted: 9 days ago
Glasgow, Lanarkshire
Skyscanner
Posted: 14 days ago
Edinburgh
Real Staffing
Salary: £40000 - £45000 per annum + benefits package
Posted: 16 days ago
Glasgow
Huxley Associates
Salary: £30000 - £40000 per annum + package
Posted: 17 days ago
Glasgow
Hays IT - Uk Posting account
Salary: £350.00 - £450.00 per annum
Posted: 22 days ago