The first table below looks at the demand 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 15 April 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category for the Scotland region.

Location
3 months to
15 Apr 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 66 68 86
Rank change year-on-year
+2 +18
Permanent jobs citing ETL 128 110 72
As % of all permanent IT jobs located in Scotland 3.16% 3.48% 2.05%
As % of the Processes & Methodologies category 3.99% 4.49% 2.80%
Number of salaries quoted 71 63 44
Average salary £47,500 £45,000 £45,000
Average salary % change year-on-year
+5.55% -
90% offered a salary of more than £30,000 £36,000 £35,000
10% offered a salary of more than £85,000 £67,400 £60,000
UK excluding London average salary £45,000 £45,000 £45,000
Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
3205 2451 2574
As % of all permanent IT jobs located in Scotland 79.10% 77.54% 73.29%
Number of salaries quoted 2093 1397 1909
Average salary £42,500 £42,500 £40,000
Average salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £58,000 £55,000 £60,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -
ETL
UK

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 15 April 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 15 April 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
(Click each for more statistics)
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
Find
Job
Vacancies
Edinburgh +9 69 £58,250 +45.62% 7
Glasgow -10 38 £40,000 -15.78% 4
Aberdeen - 7 £42,500 -
Stirling -8 4 £45,000 - 2
Fife - 3 £25,000 -
Perth and Kinross - 2 £45,000 -
North Lanarkshire -1 1 £35,000 -
Dundee - 1 £40,000 -
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 15 April 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.

1 119 (51.52%) Business Intelligence
2 116 (50.22%) SQL
3 103 (44.59%) Data Warehouse
4 90 (38.96%) Finance
5 89 (38.53%) SQL Server
6 78 (33.77%) Oracle
7 62 (26.84%) SQL Server Integration Services
8 51 (22.08%) Microsoft
9 50 (21.65%) OLAP
9 50 (21.65%) SQL Server Reporting Services
9 50 (21.65%) Data Management
10 47 (20.35%) Business Objects
11 46 (19.91%) SQL Server Analysis Services
11 46 (19.91%) Analytics
12 41 (17.75%) Informatica
13 37 (16.02%) Data Modelling
14 36 (15.58%) .NET
15 31 (13.42%) SAP
16 30 (12.99%) C#
17 28 (12.12%) Banking
17 28 (12.12%) Degree
17 28 (12.12%) Master Data Management
17 28 (12.12%) Relational Database
18 27 (11.69%) Data Architecture
19 26 (11.26%) MS Excel
20 24 (10.39%) Enterprise Architecture
20 24 (10.39%) Data Mapping
21 23 (9.96%) T-SQL
22 21 (9.09%) Java
22 21 (9.09%) Dimensional Modelling

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 15 April 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 19 (8.23%) SAS
2 13 (5.63%) SharePoint
3 3 (1.30%) Tomcat
3 3 (1.30%) WebSphere Application Server
3 3 (1.30%) NetWeaver
3 3 (1.30%) WebSphere
4 2 (0.87%) WebLogic
5 1 (0.43%) SharePoint 2010
5 1 (0.43%) Mule
5 1 (0.43%) TIBCO ActiveMatrix
5 1 (0.43%) IIS
5 1 (0.43%) BizTalk Server
5 1 (0.43%) PowerExchange
Applications
1 26 (11.26%) MS Excel
2 5 (2.16%) MS Office
Business Applications
1 11 (4.76%) Dynamics AX
2 9 (3.90%) Oracle EBS
3 4 (1.73%) SAP BPC
4 1 (0.43%) Cognos TM1
4 1 (0.43%) Maximo
Cloud Services
1 2 (0.87%) Microsoft Azure
2 1 (0.43%) Force.com
Communications & Networking
1 3 (1.30%) LDAP
2 1 (0.43%) HTTP
Database & Business Intelligence
1 103 (44.59%) Data Warehouse
2 89 (38.53%) SQL Server
3 62 (26.84%) SQL Server Integration Services
4 50 (21.65%) OLAP
4 50 (21.65%) SQL Server Reporting Services
5 46 (19.91%) SQL Server Analysis Services
6 28 (12.12%) Relational Database
7 19 (8.23%) RDBMS
8 18 (7.79%) Oracle OLAP
9 17 (7.36%) BusinessObjects
10 16 (6.93%) Pentaho
11 15 (6.49%) Oracle Database
11 15 (6.49%) DataStage
12 13 (5.63%) Oracle BI EE
12 13 (5.63%) PowerCenter
12 13 (5.63%) QlikView
13 12 (5.19%) Oracle Database 11g
13 12 (5.19%) DTS
13 12 (5.19%) Big Data
14 11 (4.76%) Crystal Reports
Development Applications
1 6 (2.60%) ERwin
1 6 (2.60%) Talend Open Studio
2 5 (2.16%) Visual Studio
3 1 (0.43%) Ant
3 1 (0.43%) JUnit
3 1 (0.43%) QuickTest Pro
3 1 (0.43%) LoadRunner
3 1 (0.43%) Maven
3 1 (0.43%) JIRA
3 1 (0.43%) Subversion
General
1 90 (38.96%) Finance
2 28 (12.12%) Banking
3 14 (6.06%) Retail
4 13 (5.63%) Publishing
5 11 (4.76%) Manufacturing
6 4 (1.73%) Investment Banking
7 3 (1.30%) Retail Banking
8 2 (0.87%) Aerospace
8 2 (0.87%) Front Office
8 2 (0.87%) Private Banking
9 1 (0.43%) Financial Institution
9 1 (0.43%) Back Office
9 1 (0.43%) Advertising
Job Titles
1 83 (35.93%) Developer
2 42 (18.18%) Architect
3 41 (17.75%) Consultant
4 22 (9.52%) Analyst
4 22 (9.52%) Business Intelligence Developer
5 19 (8.23%) Business Developer
6 18 (7.79%) Support Consultant
7 16 (6.93%) Data Architect
8 15 (6.49%) SAP Support
8 15 (6.49%) SAP Support Consultant
8 15 (6.49%) SAP Consultant
9 13 (5.63%) Business Objects Consultant
10 11 (4.76%) Senior Architect
10 11 (4.76%) Solutions Architect
10 11 (4.76%) Business Intelligence Consultant
10 11 (4.76%) Microsoft Developer
11 10 (4.33%) Business Consultant
12 9 (3.90%) DBA
12 9 (3.90%) Principal Architect
12 9 (3.90%) SQL DBA
Libraries, Frameworks & Software Standards
1 36 (15.58%) .NET
2 17 (7.36%) ASP.NET
3 14 (6.06%) XML
4 10 (4.33%) jQuery
4 10 (4.33%) XSLT
4 10 (4.33%) CSS
5 9 (3.90%) HTML
6 6 (2.60%) MDX
6 6 (2.60%) WCF
7 5 (2.16%) HTML5
7 5 (2.16%) Web Services
7 5 (2.16%) JSON
8 4 (1.73%) Apache Camel
9 3 (1.30%) SOAP
9 3 (1.30%) Spring
9 3 (1.30%) .NET Framework
9 3 (1.30%) WPF
9 3 (1.30%) WinForms
10 2 (0.87%) SAP XI
10 2 (0.87%) JMS
Miscellaneous
1 15 (6.49%) Data Integration
2 12 (5.19%) Data Extraction
3 10 (4.33%) Management Information System
4 9 (3.90%) Data Conversion
5 8 (3.46%) Visualisation
6 7 (3.03%) Computer Science
6 7 (3.03%) Replication
6 7 (3.03%) Clustering
7 3 (1.30%) Enterprise Software
8 2 (0.87%) iPad
9 1 (0.43%) SWIFT
9 1 (0.43%) N-Tier
9 1 (0.43%) CMDB
Operating Systems
1 16 (6.93%) UNIX
2 10 (4.33%) Linux
3 9 (3.90%) Windows
4 2 (0.87%) Red Hat Enterprise Linux
5 1 (0.43%) Windows Server 2008
Processes & Methodologies
1 119 (51.52%) Business Intelligence
2 50 (21.65%) Data Management
3 46 (19.91%) Analytics
4 37 (16.02%) Data Modelling
5 28 (12.12%) Master Data Management
6 27 (11.69%) Data Architecture
7 24 (10.39%) Enterprise Architecture
7 24 (10.39%) Data Mapping
8 21 (9.09%) Dimensional Modelling
9 19 (8.23%) Stakeholder Management
10 18 (7.79%) Business Development
11 17 (7.36%) Business Analysis
12 16 (6.93%) Project Management
12 16 (6.93%) Data Governance
13 15 (6.49%) Performance Tuning
13 15 (6.49%) Information Management
14 14 (6.06%) Business Analytics
15 13 (5.63%) Service Delivery
16 12 (5.19%) Information Architecture
17 11 (4.76%) Data Analysis
Programming Languages
1 116 (50.22%) SQL
2 30 (12.99%) C#
3 23 (9.96%) T-SQL
4 21 (9.09%) Java
5 18 (7.79%) PL/SQL
6 12 (5.19%) VB
7 10 (4.33%) VB.NET
8 7 (3.03%) VBScript
9 4 (1.73%) JavaScript
9 4 (1.73%) C++
10 3 (1.30%) Shell Script
11 1 (0.43%) R
11 1 (0.43%) Apex Code
11 1 (0.43%) XQuery
11 1 (0.43%) C
11 1 (0.43%) Perl
Qualifications
1 28 (12.12%) Degree
2 2 (0.87%) PMP
2 2 (0.87%) PMI Certification
2 2 (0.87%) Oracle Certification
2 2 (0.87%) SC Cleared
2 2 (0.87%) Security Cleared
3 1 (0.43%) ITIL Certification
3 1 (0.43%) Microsoft Certification
3 1 (0.43%) OCP
3 1 (0.43%) OCA
3 1 (0.43%) MBA
Quality Assurance & Compliance
1 19 (8.23%) Data Quality
2 6 (2.60%) SLA
3 3 (1.30%) QA
System Software
1 3 (1.30%) Active Directory
1 3 (1.30%) Tivoli Workload Scheduler
Systems Management
1 3 (1.30%) Tivoli
2 1 (0.43%) HP Quality Center
Vendors
1 78 (33.77%) Oracle
2 51 (22.08%) Microsoft
3 47 (20.35%) Business Objects
4 41 (17.75%) Informatica
5 31 (13.42%) SAP
6 20 (8.66%) Teradata
7 18 (7.79%) IBM
7 18 (7.79%) Cognos
8 9 (3.90%) Tableau
9 8 (3.46%) Netezza
10 6 (2.60%) MicroStrategy
10 6 (2.60%) Sybase
10 6 (2.60%) Talend
11 3 (1.30%) Logi Analytics
11 3 (1.30%) Salesforce.com
12 2 (0.87%) Ab Initio
12 2 (0.87%) Charles River
12 2 (0.87%) TIBCO
12 2 (0.87%) Vertica
13 1 (0.43%) Jaspersoft
Edinburgh, Midlothian
Lawrence Harvey Enterprise
Salary: £50000.00 - £65000.00 per annum + Benefits
Posted: Yesterday
Edinburgh, Midlothian
D Tech Recruitment
Salary: From £55,000 to £75,000 per annum + Benefits
Posted: 4 days ago
Lanarkshire, Glasgow
Barclays Corporate
Salary: Competitive
Posted: 6 days ago
Glasgow
Hays IT - Uk Posting account
Salary: £25000.00 - £35000.00 per annum
Posted: 15 days ago
Edinburgh
Selecture
Salary: £80000 - £120000 per annum + neg. + Bonus + Benefits Package
Posted: 21 days ago
Stirling
ITHR 752
Salary: competitive
Posted: 22 days ago
Lanarkshire, Glasgow
Barclays Corporate
Salary: Competitive
Posted: 25 days ago