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 1 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 Oct 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 99 29 38
Rank change year-on-year
-70 +9
Permanent jobs citing ETL 13 82 61
As % of all permanent IT jobs located in Edinburgh 0.87% 6.13% 4.86%
As % of the Processes & Methodologies category 1.03% 7.34% 5.99%
Number of salaries quoted 7 50 50
Average salary £47,500 £50,000 £50,000
Average salary % change year-on-year
-5.00% -
90% offered a salary of more than £31,100 £40,000 £35,000
10% offered a salary of more than £59,000 £57,750 £60,000
UK excluding London average salary £45,000 £45,000 £42,000
% change year-on-year
- +7.14%
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
1257 1117 1018
As % of all permanent IT jobs located in Edinburgh 83.80% 83.48% 81.18%
Number of salaries quoted 839 711 720
Average salary £42,000 £46,000 £42,500
Average salary % change year-on-year
-8.69% +8.23%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London average salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 1 October 2014.

ETL Salary Histogram in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 1 October 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 32 (65.31%) Business Intelligence
2 27 (55.10%) Data Warehouse
3 22 (44.90%) SQL
3 22 (44.90%) Oracle
4 17 (34.69%) Finance
5 13 (26.53%) Data Management
6 11 (22.45%) SQL Server
6 11 (22.45%) PL/SQL
7 10 (20.41%) Data Modelling
8 9 (18.37%) ERP
8 9 (18.37%) Master Data Management
9 8 (16.33%) Data Mapping
9 8 (16.33%) Data Quality
9 8 (16.33%) Informatica
10 7 (14.29%) Migration
10 7 (14.29%) SAP
10 7 (14.29%) Oracle EBS
10 7 (14.29%) Enterprise Architecture
11 6 (12.24%) SQL Server Integration Services
11 6 (12.24%) Data Migration
11 6 (12.24%) Data Extraction
11 6 (12.24%) SQL Server Reporting Services
11 6 (12.24%) SAS
11 6 (12.24%) Microsoft
11 6 (12.24%) Analytics
12 5 (10.20%) Oracle Database
12 5 (10.20%) Relational Database
12 5 (10.20%) Talend
12 5 (10.20%) Data Integration
12 5 (10.20%) Pentaho

ETL
Top Related IT Skills in Edinburgh by Category

For the 6 months to 1 October 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 6 (12.24%) SAS
2 3 (6.12%) Oracle SOA Suite
2 3 (6.12%) WebSphere Application Server
2 3 (6.12%) WebLogic
2 3 (6.12%) Oracle Application Server
2 3 (6.12%) WebSphere
3 1 (2.04%) Elasticsearch
Applications
1 3 (6.12%) MS Excel
Business Applications
1 7 (14.29%) Oracle EBS
2 5 (10.20%) Dynamics AX
3 4 (8.16%) Oracle ERP
4 3 (6.12%) Oracle BPM
4 3 (6.12%) Cognos Business Intelligence
5 1 (2.04%) Oracle 11i
5 1 (2.04%) Cognos TM1
5 1 (2.04%) HFM
Communications & Networking
1 2 (4.08%) FTP
2 1 (2.04%) Intranet
Database & Business Intelligence
1 27 (55.10%) Data Warehouse
2 11 (22.45%) SQL Server
3 6 (12.24%) SQL Server Integration Services
3 6 (12.24%) SQL Server Reporting Services
4 5 (10.20%) Oracle Database
4 5 (10.20%) Relational Database
4 5 (10.20%) Pentaho
4 5 (10.20%) RDBMS
4 5 (10.20%) Oracle OWB
4 5 (10.20%) Oracle BI EE
5 4 (8.16%) SQL Server Analysis Services
6 3 (6.12%) Oracle ODI
6 3 (6.12%) Oracle Database 11g
7 2 (4.08%) Oracle OLAP
7 2 (4.08%) BusinessObjects XI
7 2 (4.08%) BusinessObjects Web Intelligence
7 2 (4.08%) Data Mart
7 2 (4.08%) Snowflake Schema
7 2 (4.08%) Star Schema
7 2 (4.08%) Oracle Discoverer
Development Applications
1 5 (10.20%) Talend Open Studio
2 2 (4.08%) Oracle APEX
3 1 (2.04%) ERwin
General
1 17 (34.69%) Finance
2 4 (8.16%) Banking
3 3 (6.12%) Aerospace
4 1 (2.04%) Retail
4 1 (2.04%) Retail Banking
Job Titles
1 21 (42.86%) Developer
2 15 (30.61%) Architect
3 7 (14.29%) ETL Developer
3 7 (14.29%) Business Intelligence Developer
4 6 (12.24%) Analyst
4 6 (12.24%) Consultant
5 5 (10.20%) Business Intelligence Consultant
6 4 (8.16%) Oracle Consultant
6 4 (8.16%) Solutions Architect
6 4 (8.16%) Oracle BI Consultant
7 3 (6.12%) Senior Architect
7 3 (6.12%) Oracle SOA Architect
7 3 (6.12%) Middleware Architect
7 3 (6.12%) Information Architect
7 3 (6.12%) Data Architect
7 3 (6.12%) Business Developer
7 3 (6.12%) SOA Architect
7 3 (6.12%) Oracle Architect
7 3 (6.12%) Principal Architect
8 2 (4.08%) SAP Developer
Libraries, Frameworks & Software Standards
1 4 (8.16%) XML
2 3 (6.12%) Middleware
2 3 (6.12%) Oracle Fusion
3 2 (4.08%) SAP XI
3 2 (4.08%) SOAP
3 2 (4.08%) Web Services
Miscellaneous
1 6 (12.24%) Data Extraction
2 5 (10.20%) Data Integration
3 3 (6.12%) Data Conversion
4 1 (2.04%) Analytical Skills
4 1 (2.04%) Open Source
4 1 (2.04%) Mainframe
4 1 (2.04%) Statistics
Operating Systems
1 4 (8.16%) UNIX
Processes & Methodologies
1 32 (65.31%) Business Intelligence
2 13 (26.53%) Data Management
3 10 (20.41%) Data Modelling
4 9 (18.37%) ERP
4 9 (18.37%) Master Data Management
5 8 (16.33%) Data Mapping
6 7 (14.29%) Migration
6 7 (14.29%) Enterprise Architecture
7 6 (12.24%) Data Migration
7 6 (12.24%) Analytics
8 5 (10.20%) Information Architecture
8 5 (10.20%) Stakeholder Management
8 5 (10.20%) Agile Software Development
9 4 (8.16%) CRM
9 4 (8.16%) Project Management
9 4 (8.16%) Data Governance
9 4 (8.16%) Performance Tuning
10 3 (6.12%) Business Transformation
10 3 (6.12%) Data Architecture
10 3 (6.12%) SOA
Programming Languages
1 22 (44.90%) SQL
2 11 (22.45%) PL/SQL
3 3 (6.12%) Python
4 2 (4.08%) JavaScript
4 2 (4.08%) T-SQL
5 1 (2.04%) Scala
Qualifications
1 3 (6.12%) Degree
2 2 (4.08%) ISTQB
2 2 (4.08%) ISEB
Quality Assurance & Compliance
1 8 (16.33%) Data Quality
2 1 (2.04%) SLA
Vendors
1 22 (44.90%) Oracle
2 8 (16.33%) Informatica
3 7 (14.29%) SAP
4 6 (12.24%) Microsoft
5 5 (10.20%) Talend
6 4 (8.16%) Cognos
7 3 (6.12%) JBoss
7 3 (6.12%) Business Objects
8 2 (4.08%) IBM
9 1 (2.04%) Tableau
9 1 (2.04%) Hyperion
9 1 (2.04%) PeopleSoft
9 1 (2.04%) Siebel
9 1 (2.04%) Ab Initio
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