The table below looks at the statistics for ETL skills in IT jobs advertised for the Edinburgh 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 83 28 50
Rank change year-on-year
-55 +22
Permanent jobs citing ETL 21 80 41
As % of all permanent IT jobs located in Edinburgh 1.40% 6.55% 3.46%
As % of the Processes & Methodologies category 1.72% 7.74% 4.35%
Number of salaries quoted 20 53 35
Average salary £40,000 £50,000 £50,000
Average salary % change year-on-year
-20.00% -
90% offered a salary of more than £32,150 £40,000 £35,000
10% offered a salary of more than £60,500 £55,500 £60,000
UK excluding London average salary £45,000 £45,000 £41,500
% change year-on-year
- +8.43%
ETL
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 Edinburgh region.

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
1224 1033 943
As % of all permanent IT jobs located in Edinburgh 81.65% 84.60% 79.51%
Number of salaries quoted 812 638 669
Average salary £42,500 £45,000 £42,500
Average salary % change year-on-year
-5.55% +5.88%
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London average salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

ETL
Jobs Demand Trend in Edinburgh

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

ETL Jobs Demand Trend in Edinburgh

ETL
Salary Trend in Edinburgh

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

ETL Salary Trend in Edinburgh

ETL
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing ETL across the Edinburgh region over the 3 months to 22 August 2014.

ETL Salary Histogram in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 22 August 2014, IT jobs across the Edinburgh 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 39 (55.71%) Business Intelligence
2 37 (52.86%) Data Warehouse
3 28 (40.00%) Oracle
4 27 (38.57%) Data Management
5 26 (37.14%) SQL
6 24 (34.29%) Finance
7 21 (30.00%) Data Modelling
8 18 (25.71%) Master Data Management
9 17 (24.29%) SQL Server
10 16 (22.86%) Data Mapping
11 14 (20.00%) Data Quality
11 14 (20.00%) PL/SQL
11 14 (20.00%) Enterprise Architecture
12 13 (18.57%) ERP
12 13 (18.57%) SAP
12 13 (18.57%) Informatica
12 13 (18.57%) Relational Database
13 12 (17.14%) Analytics
14 11 (15.71%) Pentaho
14 11 (15.71%) Data Architecture
14 11 (15.71%) Oracle EBS
15 10 (14.29%) RDBMS
15 10 (14.29%) Information Architecture
15 10 (14.29%) Data Extraction
15 10 (14.29%) Data Governance
16 9 (12.86%) Talend
16 9 (12.86%) Talend Open Studio
16 9 (12.86%) Data Migration
16 9 (12.86%) SAS
16 9 (12.86%) Microsoft

ETL
Top Related IT Skills in Edinburgh by Category

For the 6 months to 22 August 2014, IT jobs across the Edinburgh 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 9 (12.86%) SAS
2 4 (5.71%) SharePoint
3 3 (4.29%) Oracle SOA Suite
3 3 (4.29%) WebLogic
3 3 (4.29%) WebSphere Application Server
3 3 (4.29%) Oracle Application Server
3 3 (4.29%) WebSphere
Applications
1 5 (7.14%) MS Excel
Business Applications
1 11 (15.71%) Oracle EBS
2 9 (12.86%) Dynamics AX
3 4 (5.71%) Oracle ERP
4 3 (4.29%) Oracle BPM
5 1 (1.43%) HFM
5 1 (1.43%) Cognos TM1
5 1 (1.43%) Cognos Business Intelligence
Communications & Networking
1 1 (1.43%) LDAP
1 1 (1.43%) Intranet
1 1 (1.43%) FTP
Database & Business Intelligence
1 37 (52.86%) Data Warehouse
2 17 (24.29%) SQL Server
3 13 (18.57%) Relational Database
4 11 (15.71%) Pentaho
5 10 (14.29%) RDBMS
6 9 (12.86%) OLAP
7 8 (11.43%) SQL Server Reporting Services
8 6 (8.57%) SQL Server Integration Services
9 5 (7.14%) Oracle Database
9 5 (7.14%) Oracle BI EE
9 5 (7.14%) PowerCenter
10 4 (5.71%) SQL Server Analysis Services
10 4 (5.71%) Oracle Database 11g
11 3 (4.29%) Big Data
11 3 (4.29%) BusinessObjects XI
11 3 (4.29%) Snowflake Schema
11 3 (4.29%) Oracle OLAP
11 3 (4.29%) QlikView
11 3 (4.29%) Oracle OWB
12 2 (2.86%) Spotfire
Development Applications
1 9 (12.86%) Talend Open Studio
2 3 (4.29%) ERwin
3 2 (2.86%) Oracle APEX
General
1 24 (34.29%) Finance
2 7 (10.00%) Banking
3 4 (5.71%) Aerospace
4 1 (1.43%) Retail
4 1 (1.43%) Retail Banking
Job Titles
1 28 (40.00%) Developer
2 26 (37.14%) Architect
3 10 (14.29%) ETL Developer
4 9 (12.86%) Business Intelligence Developer
5 8 (11.43%) Consultant
5 8 (11.43%) Data Architect
6 6 (8.57%) Solutions Architect
6 6 (8.57%) Principal Architect
7 5 (7.14%) Senior Architect
7 5 (7.14%) Analyst
7 5 (7.14%) Information Architect
8 3 (4.29%) QlikView Consultant
8 3 (4.29%) Oracle Architect
8 3 (4.29%) Oracle SOA Architect
8 3 (4.29%) Middleware Architect
8 3 (4.29%) Business Intelligence Consultant
8 3 (4.29%) Microsoft Developer
8 3 (4.29%) SOA Architect
8 3 (4.29%) Business Consultant
8 3 (4.29%) Business Developer
Libraries, Frameworks & Software Standards
1 4 (5.71%) XML
2 3 (4.29%) jQuery
2 3 (4.29%) Oracle Fusion
2 3 (4.29%) XSLT
2 3 (4.29%) .NET
2 3 (4.29%) ASP.NET
2 3 (4.29%) CSS
2 3 (4.29%) Middleware
3 2 (2.86%) SAP XI
3 2 (2.86%) SOAP
3 2 (2.86%) Web Services
Miscellaneous
1 10 (14.29%) Data Extraction
2 6 (8.57%) Data Integration
3 5 (7.14%) Data Conversion
4 2 (2.86%) Management Information System
4 2 (2.86%) Visualisation
5 1 (1.43%) Statistics
Operating Systems
1 3 (4.29%) UNIX
Processes & Methodologies
1 39 (55.71%) Business Intelligence
2 27 (38.57%) Data Management
3 21 (30.00%) Data Modelling
4 18 (25.71%) Master Data Management
5 16 (22.86%) Data Mapping
6 14 (20.00%) Enterprise Architecture
7 13 (18.57%) ERP
8 12 (17.14%) Analytics
9 11 (15.71%) Data Architecture
10 10 (14.29%) Information Architecture
10 10 (14.29%) Data Governance
11 9 (12.86%) Data Migration
11 9 (12.86%) Migration
11 9 (12.86%) Stakeholder Management
12 8 (11.43%) Business Development
13 7 (10.00%) Information Management
14 6 (8.57%) Project Management
14 6 (8.57%) Dimensional Modelling
14 6 (8.57%) Business Transformation
15 5 (7.14%) Technical Architecture
Programming Languages
1 26 (37.14%) SQL
2 14 (20.00%) PL/SQL
3 3 (4.29%) VB.NET
3 3 (4.29%) C#
4 2 (2.86%) JavaScript
4 2 (2.86%) T-SQL
4 2 (2.86%) VB
4 2 (2.86%) Python
Qualifications
1 6 (8.57%) Degree
2 2 (2.86%) PMP
2 2 (2.86%) PMI Certification
3 1 (1.43%) ISEB
3 1 (1.43%) ISTQB
3 1 (1.43%) MBA
Quality Assurance & Compliance
1 14 (20.00%) Data Quality
2 1 (1.43%) SLA
System Software
1 1 (1.43%) Tivoli Workload Scheduler
1 1 (1.43%) Active Directory
Systems Management
1 1 (1.43%) Tivoli
Vendors
1 28 (40.00%) Oracle
2 13 (18.57%) SAP
2 13 (18.57%) Informatica
3 9 (12.86%) Talend
3 9 (12.86%) Microsoft
4 5 (7.14%) Business Objects
4 5 (7.14%) Cognos
5 4 (5.71%) Teradata
6 3 (4.29%) Tableau
6 3 (4.29%) JBoss
6 3 (4.29%) IBM
7 2 (2.86%) Netezza
8 1 (1.43%) Logi Analytics
8 1 (1.43%) Siebel
8 1 (1.43%) PeopleSoft
8 1 (1.43%) MicroStrategy
8 1 (1.43%) Hyperion
8 1 (1.43%) Ab Initio
Edinburgh
Churchill Frank
Salary: £45000 - £50000 per annum + Bonus + Pension + Benefits
Posted: 7 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: 2 days ago
Edinburgh, Midlothian
Change Recruitment Group
Salary: £45000 - £65000 per annum + Dependent on Exp.
Posted: 3 days ago
Edinburgh
Skyscanner
Posted: 7 days ago
Edinburgh
DP Connect
Salary: £35000 - £60000 per annum + Holidays and additional benefits
Posted: 8 days ago
Edinburgh
Real Staffing
Salary: £40000 - £45000 per annum + benefits package
Posted: 15 days ago