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 1 August 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
1 Aug 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 91 36 93
Rank change year-on-year
-55 +57
Permanent jobs citing ETL 80 163 69
As % of all permanent IT jobs located in Scotland 2.21% 5.04% 2.21%
As % of the Processes & Methodologies category 2.75% 6.24% 2.92%
Number of salaries quoted 50 110 42
Average salary £46,500 £42,500 £48,750
Average salary % change year-on-year
+9.41% -12.82%
90% offered a salary of more than £34,300 £35,000 £32,750
10% offered a salary of more than £65,000 £55,000 £60,000
UK excluding London average salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2907 2612 2364
As % of all permanent IT jobs located in Scotland 80.44% 80.69% 75.87%
Number of salaries quoted 1923 1702 1606
Average salary £42,500 £41,500 £40,000
Average salary % change year-on-year
+2.40% +3.75%
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 £40,500 £40,000
% change year-on-year
+4.93% +1.25%
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 1 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 1 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 -22 40 £46,500 +9.41% 5
Edinburgh -49 20 £39,000 -23.90% 2
Lanarkshire - 5 - -
Stirling - 1 - -
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 1 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.

1 109 (55.90%) Business Intelligence
2 101 (51.79%) Oracle
3 93 (47.69%) SQL
4 86 (44.10%) Finance
5 77 (39.49%) Data Warehouse
6 51 (26.15%) Informatica
7 44 (22.56%) Data Management
8 42 (21.54%) PL/SQL
9 40 (20.51%) SQL Server
10 37 (18.97%) Data Modelling
11 29 (14.87%) Relational Database
12 28 (14.36%) Oracle Database
12 28 (14.36%) Cognos
13 27 (13.85%) Master Data Management
14 26 (13.33%) SQL Server Integration Services
15 25 (12.82%) Microsoft
15 25 (12.82%) Java
15 25 (12.82%) Analytics
16 24 (12.31%) RDBMS
17 23 (11.79%) Business Objects
17 23 (11.79%) SQL Server Reporting Services
18 22 (11.28%) Oracle BI EE
18 22 (11.28%) Pentaho
19 21 (10.77%) Oracle Database 11g
19 21 (10.77%) OLAP
19 21 (10.77%) SAP
20 20 (10.26%) Data Integration
20 20 (10.26%) Banking
21 19 (9.74%) SQL Server Analysis Services
21 19 (9.74%) UNIX

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 1 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 16 (8.21%) SAS
2 6 (3.08%) SharePoint
3 4 (2.05%) WebLogic
4 3 (1.54%) Oracle SOA Suite
4 3 (1.54%) WebSphere
4 3 (1.54%) Oracle Application Server
4 3 (1.54%) NetWeaver
4 3 (1.54%) WebSphere Application Server
Applications
1 14 (7.18%) MS Excel
2 2 (1.03%) MS Office
3 1 (0.51%) MS Project
3 1 (0.51%) MS Visio
Business Applications
1 13 (6.67%) Oracle EBS
2 9 (4.62%) Dynamics AX
3 4 (2.05%) Oracle ERP
4 3 (1.54%) SAP BPC
4 3 (1.54%) Oracle BPM
5 2 (1.03%) Cognos TM1
6 1 (0.51%) Cognos Business Intelligence
6 1 (0.51%) HFM
6 1 (0.51%) Agresso
Communications & Networking
1 1 (0.51%) Intranet
1 1 (0.51%) LDAP
1 1 (0.51%) SSL
1 1 (0.51%) FTP
1 1 (0.51%) HTTPS
Database & Business Intelligence
1 77 (39.49%) Data Warehouse
2 40 (20.51%) SQL Server
3 29 (14.87%) Relational Database
4 28 (14.36%) Oracle Database
5 26 (13.33%) SQL Server Integration Services
6 24 (12.31%) RDBMS
7 23 (11.79%) SQL Server Reporting Services
8 22 (11.28%) Oracle BI EE
8 22 (11.28%) Pentaho
9 21 (10.77%) Oracle Database 11g
9 21 (10.77%) OLAP
10 19 (9.74%) SQL Server Analysis Services
11 16 (8.21%) QlikView
11 16 (8.21%) Oracle Reports
12 15 (7.69%) Oracle ODI
13 13 (6.67%) PowerCenter
14 12 (6.15%) DataStage
14 12 (6.15%) Data Mart
15 8 (4.10%) Oracle OLAP
15 8 (4.10%) Big Data
Development Applications
1 9 (4.62%) Talend Open Studio
2 4 (2.05%) ERwin
3 2 (1.03%) Maven
3 2 (1.03%) Oracle APEX
4 1 (0.51%) Git (software)
4 1 (0.51%) Jenkins
4 1 (0.51%) JIRA
4 1 (0.51%) Subversion
4 1 (0.51%) ProC
4 1 (0.51%) QuickTest Pro
4 1 (0.51%) Toad
General
1 86 (44.10%) Finance
2 20 (10.26%) Banking
3 7 (3.59%) Investment Banking
4 5 (2.56%) Aerospace
5 2 (1.03%) Front Office
6 1 (0.51%) Retail Banking
6 1 (0.51%) Retail
6 1 (0.51%) Back Office
6 1 (0.51%) Advertising
Job Titles
1 104 (53.33%) Developer
2 34 (17.44%) Architect
3 26 (13.33%) Consultant
4 25 (12.82%) ETL Developer
5 22 (11.28%) Business Intelligence Developer
6 21 (10.77%) Analyst
7 18 (9.23%) Oracle Developer
8 13 (6.67%) Business Developer
9 12 (6.15%) OBIEE Consultant
10 10 (5.13%) Database Developer
11 8 (4.10%) Data Architect
11 8 (4.10%) Solutions Architect
11 8 (4.10%) Cognos Developer
12 7 (3.59%) Senior Architect
12 7 (3.59%) SQL Developer
13 6 (3.08%) Business Consultant
13 6 (3.08%) Principal Architect
14 5 (2.56%) OBIEE Developer
14 5 (2.56%) Designer
14 5 (2.56%) Microsoft Developer
Libraries, Frameworks & Software Standards
1 14 (7.18%) .NET
2 11 (5.64%) XML
3 7 (3.59%) Web Services
4 6 (3.08%) XSLT
4 6 (3.08%) WCF
5 5 (2.56%) jQuery
5 5 (2.56%) ASP.NET
5 5 (2.56%) CSS
6 4 (2.05%) SOAP
7 3 (1.54%) Apache Camel
7 3 (1.54%) WPF
7 3 (1.54%) .NET Framework
7 3 (1.54%) Oracle Fusion
7 3 (1.54%) WinForms
7 3 (1.54%) Middleware
7 3 (1.54%) HTML
8 2 (1.03%) SAP XI
8 2 (1.03%) Spring
8 2 (1.03%) Java EE
8 2 (1.03%) JSON
Miscellaneous
1 20 (10.26%) Data Integration
2 10 (5.13%) Data Extraction
3 7 (3.59%) Data Conversion
4 4 (2.05%) Visualisation
5 2 (1.03%) Management Information System
6 1 (0.51%) Computer Science
6 1 (0.51%) Statistics
6 1 (0.51%) Reference Data
6 1 (0.51%) Grid Computing
Operating Systems
1 19 (9.74%) UNIX
2 15 (7.69%) Linux
3 6 (3.08%) Windows
4 2 (1.03%) Solaris
4 2 (1.03%) Red Hat Enterprise Linux
5 1 (0.51%) Windows Server 2008
Processes & Methodologies
1 109 (55.90%) Business Intelligence
2 44 (22.56%) Data Management
3 37 (18.97%) Data Modelling
4 27 (13.85%) Master Data Management
5 25 (12.82%) Analytics
6 18 (9.23%) Data Mapping
6 18 (9.23%) Migration
7 17 (8.72%) Agile Software Development
8 16 (8.21%) Enterprise Architecture
9 15 (7.69%) Performance Tuning
10 14 (7.18%) Data Architecture
10 14 (7.18%) ERP
11 12 (6.15%) Stakeholder Management
12 11 (5.64%) Project Management
13 10 (5.13%) Asset Management
13 10 (5.13%) Business Analysis
13 10 (5.13%) Business Development
13 10 (5.13%) Dimensional Modelling
13 10 (5.13%) Data Governance
13 10 (5.13%) Information Architecture
Programming Languages
1 93 (47.69%) SQL
2 42 (21.54%) PL/SQL
3 25 (12.82%) Java
4 11 (5.64%) C#
5 9 (4.62%) T-SQL
6 5 (2.56%) VB.NET
7 4 (2.05%) VB
7 4 (2.05%) Shell Script
8 2 (1.03%) Python
8 2 (1.03%) C++
8 2 (1.03%) JavaScript
8 2 (1.03%) Perl
8 2 (1.03%) VBA
Qualifications
1 15 (7.69%) Degree
2 3 (1.54%) Oracle Certification
3 2 (1.03%) PMP
3 2 (1.03%) PMI Certification
3 2 (1.03%) OCP
3 2 (1.03%) OCA
4 1 (0.51%) ISTQB
4 1 (0.51%) ISEB
4 1 (0.51%) MBA
Quality Assurance & Compliance
1 16 (8.21%) Data Quality
2 10 (5.13%) QA
3 7 (3.59%) SLA
System Software
1 1 (0.51%) Tivoli Workload Scheduler
1 1 (0.51%) Active Directory
Systems Management
1 2 (1.03%) HP Quality Center
2 1 (0.51%) Tivoli
2 1 (0.51%) Control-M
Vendors
1 101 (51.79%) Oracle
2 51 (26.15%) Informatica
3 28 (14.36%) Cognos
4 25 (12.82%) Microsoft
5 23 (11.79%) Business Objects
6 21 (10.77%) SAP
7 12 (6.15%) MicroStrategy
8 9 (4.62%) Talend
9 8 (4.10%) IBM
10 7 (3.59%) Ab Initio
10 7 (3.59%) Teradata
11 5 (2.56%) Tableau
11 5 (2.56%) Sybase
12 4 (2.05%) Netezza
12 4 (2.05%) Actimize
13 3 (1.54%) Logi Analytics
13 3 (1.54%) JBoss
14 2 (1.03%) Hyperion
14 2 (1.03%) Wall Street Systems
15 1 (0.51%) Vertica
Glasgow, Lanarkshire
McGregor Boyall
Salary: DOE
Posted: 20 hours ago
Glasgow
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Salary: £30000 - £40000 per annum + package
Posted: 4 days ago
Glasgow
Hays IT - Uk Posting account
Salary: £25000.00 - £40000.00 per annum
Posted: 9 days ago
Edinburgh
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Salary: £35000 - £45000 per annum + Excellent Benefits + Training
Posted: 15 days ago