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 19 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Sep 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 99 27 41
Rank change year-on-year
-72 +14
Permanent jobs citing ETL 10 91 57
As % of all permanent IT jobs located in Edinburgh 0.67% 7.19% 4.68%
As % of the Processes & Methodologies category 0.80% 8.50% 5.75%
Number of salaries quoted 8 59 49
Average salary £47,000 £51,500 £50,000
Average salary % change year-on-year
-8.73% +3.00%
90% offered a salary of more than £31,450 £42,500 £35,000
10% offered a salary of more than £58,000 £56,700 £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
1245 1071 991
As % of all permanent IT jobs located in Edinburgh 83.39% 84.66% 81.30%
Number of salaries quoted 842 687 705
Average salary £41,500 £47,000 £42,500
Average salary % change year-on-year
-11.70% +10.58%
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 19 September 2014.

ETL Salary Histogram in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 19 September 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 (61.54%) Business Intelligence
2 28 (53.85%) Data Warehouse
3 24 (46.15%) Oracle
4 21 (40.38%) SQL
5 18 (34.62%) Finance
6 17 (32.69%) Data Management
7 13 (25.00%) PL/SQL
7 13 (25.00%) SQL Server
7 13 (25.00%) Data Modelling
8 12 (23.08%) ERP
8 12 (23.08%) Master Data Management
9 11 (21.15%) Data Quality
9 11 (21.15%) SAP
9 11 (21.15%) Oracle EBS
10 10 (19.23%) Data Mapping
11 9 (17.31%) Enterprise Architecture
11 9 (17.31%) Migration
11 9 (17.31%) Informatica
11 9 (17.31%) Data Extraction
12 8 (15.38%) Talend
12 8 (15.38%) Pentaho
12 8 (15.38%) Analytics
12 8 (15.38%) Relational Database
12 8 (15.38%) RDBMS
12 8 (15.38%) Dynamics AX
12 8 (15.38%) Talend Open Studio
12 8 (15.38%) Data Migration
13 7 (13.46%) SQL Server Integration Services
13 7 (13.46%) SQL Server Reporting Services
13 7 (13.46%) Microsoft

ETL
Top Related IT Skills in Edinburgh by Category

For the 6 months to 19 September 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 5 (9.62%) SAS
2 3 (5.77%) Oracle Application Server
2 3 (5.77%) WebSphere
2 3 (5.77%) Oracle SOA Suite
2 3 (5.77%) WebSphere Application Server
2 3 (5.77%) WebLogic
3 1 (1.92%) Elasticsearch
Applications
1 3 (5.77%) MS Excel
Business Applications
1 11 (21.15%) Oracle EBS
2 8 (15.38%) Dynamics AX
3 4 (7.69%) Oracle ERP
4 3 (5.77%) Oracle BPM
5 2 (3.85%) Cognos Business Intelligence
6 1 (1.92%) HFM
6 1 (1.92%) Cognos TM1
Communications & Networking
1 1 (1.92%) FTP
1 1 (1.92%) Intranet
Database & Business Intelligence
1 28 (53.85%) Data Warehouse
2 13 (25.00%) SQL Server
3 8 (15.38%) RDBMS
3 8 (15.38%) Pentaho
3 8 (15.38%) Relational Database
4 7 (13.46%) SQL Server Reporting Services
4 7 (13.46%) SQL Server Integration Services
5 5 (9.62%) Oracle OWB
5 5 (9.62%) SQL Server Analysis Services
5 5 (9.62%) Oracle BI EE
6 4 (7.69%) Oracle Database
7 3 (5.77%) Oracle ODI
7 3 (5.77%) Oracle Database 11g
7 3 (5.77%) Snowflake Schema
7 3 (5.77%) OLAP
8 2 (3.85%) Star Schema
8 2 (3.85%) BusinessObjects
8 2 (3.85%) DecisionStream
8 2 (3.85%) PowerCenter
8 2 (3.85%) BusinessObjects XI
Development Applications
1 8 (15.38%) Talend Open Studio
2 2 (3.85%) ERwin
2 2 (3.85%) Oracle APEX
General
1 18 (34.62%) Finance
2 4 (7.69%) Banking
3 3 (5.77%) Aerospace
4 1 (1.92%) Retail
4 1 (1.92%) Retail Banking
Job Titles
1 23 (44.23%) Developer
2 17 (32.69%) Architect
3 9 (17.31%) ETL Developer
4 8 (15.38%) Business Intelligence Developer
5 6 (11.54%) Consultant
6 5 (9.62%) Data Architect
6 5 (9.62%) Analyst
7 4 (7.69%) Business Intelligence Consultant
7 4 (7.69%) Solutions Architect
7 4 (7.69%) Business Developer
7 4 (7.69%) Principal Architect
8 3 (5.77%) SOA Architect
8 3 (5.77%) Oracle Architect
8 3 (5.77%) Senior Architect
8 3 (5.77%) Oracle SOA Architect
8 3 (5.77%) Middleware Architect
8 3 (5.77%) Oracle BI Consultant
8 3 (5.77%) Oracle Consultant
8 3 (5.77%) Information Architect
9 2 (3.85%) Business Analyst
Libraries, Frameworks & Software Standards
1 4 (7.69%) XML
2 3 (5.77%) Middleware
2 3 (5.77%) Oracle Fusion
3 2 (3.85%) SAP XI
3 2 (3.85%) SOAP
3 2 (3.85%) Web Services
Miscellaneous
1 9 (17.31%) Data Extraction
2 5 (9.62%) Data Integration
3 3 (5.77%) Data Conversion
4 1 (1.92%) Management Information System
4 1 (1.92%) Statistics
4 1 (1.92%) Open Source
4 1 (1.92%) Analytical Skills
Operating Systems
1 3 (5.77%) UNIX
Processes & Methodologies
1 32 (61.54%) Business Intelligence
2 17 (32.69%) Data Management
3 13 (25.00%) Data Modelling
4 12 (23.08%) ERP
4 12 (23.08%) Master Data Management
5 10 (19.23%) Data Mapping
6 9 (17.31%) Enterprise Architecture
6 9 (17.31%) Migration
7 8 (15.38%) Data Migration
7 8 (15.38%) Analytics
8 7 (13.46%) Information Architecture
9 6 (11.54%) Data Governance
10 5 (9.62%) Data Architecture
10 5 (9.62%) Agile Software Development
10 5 (9.62%) CRM
11 4 (7.69%) Project Management
11 4 (7.69%) Stakeholder Management
11 4 (7.69%) Technical Architecture
11 4 (7.69%) Business Development
11 4 (7.69%) Business Transformation
Programming Languages
1 21 (40.38%) SQL
2 13 (25.00%) PL/SQL
3 3 (5.77%) Python
4 2 (3.85%) JavaScript
4 2 (3.85%) T-SQL
5 1 (1.92%) Scala
Qualifications
1 4 (7.69%) Degree
2 1 (1.92%) ISEB
2 1 (1.92%) PMP
2 1 (1.92%) PMI Certification
2 1 (1.92%) MBA
2 1 (1.92%) ISTQB
Quality Assurance & Compliance
1 11 (21.15%) Data Quality
2 1 (1.92%) SLA
Vendors
1 24 (46.15%) Oracle
2 11 (21.15%) SAP
3 9 (17.31%) Informatica
4 8 (15.38%) Talend
5 7 (13.46%) Microsoft
6 4 (7.69%) Cognos
7 3 (5.77%) JBoss
7 3 (5.77%) Business Objects
7 3 (5.77%) IBM
8 2 (3.85%) PeopleSoft
8 2 (3.85%) Siebel
9 1 (1.92%) Hyperion
9 1 (1.92%) MicroStrategy
9 1 (1.92%) Ab Initio
9 1 (1.92%) Teradata
9 1 (1.92%) Logi Analytics
9 1 (1.92%) Tableau
Edinburgh, Midlothian
Accenture
Salary: From £37,250 to £49,000 per annum
Posted: 2 days ago
Edinburgh, Midlothian
Cathcart Associates Ltd
Salary: £35000 - £70000 per annum + Benefits
Posted: 3 days ago
Edinburgh
Required IT
Salary: £Competitive
Posted: 3 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum + Flexible Benefits
Posted: 15 days ago