The table below looks at the statistics for ETL skills in IT jobs advertised for the North West region. Included is a guide to the average salaries offered in IT jobs that have cited ETL over the 3 months to 31 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 116 159 94
Rank change year-on-year
+43 -65
Permanent jobs citing ETL 145 92 174
As % of all permanent IT jobs located in the North West 2.22% 1.29% 2.40%
As % of the Processes & Methodologies category 2.58% 1.54% 3.00%
Number of salaries quoted 125 80 143
Average salary £42,500 £38,750 £41,500
Average salary % change year-on-year
+9.67% -6.62%
90% offered a salary of more than £32,500 £32,650 £32,000
10% offered a salary of more than £54,000 £69,250 £56,300
UK excluding London average salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
ETL
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5612 5961 5807
As % of all permanent IT jobs located in the North West 86.07% 83.34% 80.11%
Number of salaries quoted 4559 4753 4939
Average salary £40,000 £40,000 £37,500
Average salary % change year-on-year
- +6.66%
90% offered a salary of more than £27,500 £27,500 £27,000
10% offered a salary of more than £60,000 £56,000 £57,500
UK excluding London average salary £45,000 £42,500 £40,995
% change year-on-year
+5.88% +3.67%

ETL
Jobs Demand Trend in the North West

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

ETL Jobs Demand Trend in the North West

ETL
Salary Trend in the North West

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

ETL Salary Trend in the North West

ETL
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing ETL across the North West region over the 3 months to 31 July 2015.

ETL Salary Histogram in the North West

ETL
Job Locations in the North West

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing ETL within the North West region over the 3 months to 31 July 2015. 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
Cheshire +28 69 £40,000 +2.56% 11
Manchester +33 66 £45,000 - 26
Merseyside +12 5 £40,000 -20.00% 2
Lancashire -4 4 £45,000 +38.46% 6
ETL
England

ETL
Top 30 Related IT Skills in the North West

For the 6 months to 31 July 2015, IT jobs across the North West 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.

1 224 (80.29%) SQL
2 158 (56.63%) SQL Server
3 146 (52.33%) SQL Server Reporting Services
4 145 (51.97%) Data Warehouse
5 141 (50.54%) SQL Server Integration Services
6 135 (48.39%) Business Intelligence
7 103 (36.92%) T-SQL
8 89 (31.90%) Microsoft
8 89 (31.90%) SQL Server 2008
9 81 (29.03%) SQL Server Analysis Services
10 74 (26.52%) Finance
11 70 (25.09%) Performance Tuning
12 58 (20.79%) Agile Software Development
13 56 (20.07%) SQL Server 2012
14 44 (15.77%) MS Excel
15 43 (15.41%) Analytical Skills
16 40 (14.34%) OLAP
17 37 (13.26%) Replication
18 35 (12.54%) Visualisation
19 34 (12.19%) Oracle
20 30 (10.75%) Relational Database
21 27 (9.68%) Big Data
22 26 (9.32%) Data Modelling
23 25 (8.96%) Teradata
23 25 (8.96%) Java
24 24 (8.60%) Tableau
25 23 (8.24%) Hadoop
25 23 (8.24%) Analytics
25 23 (8.24%) .NET
25 23 (8.24%) Clustering

ETL
Top Related IT Skills in the North West by Category

For the 6 months to 31 July 2015, IT jobs across the North West 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 11 (3.94%) SharePoint
2 10 (3.58%) SAS
3 4 (1.43%) Apache Pig
4 3 (1.08%) Apache ServiceMix
4 3 (1.08%) Oracle 9iAS
4 3 (1.08%) Oracle Application Server
4 3 (1.08%) Lync
5 2 (0.72%) Apache Spark
Applications
1 44 (15.77%) MS Excel
2 8 (2.87%) MS Office
3 5 (1.79%) PowerPivot
4 3 (1.08%) MS Visio
4 3 (1.08%) MS PowerPoint
4 3 (1.08%) ProjectWise
5 2 (0.72%) SPSS
Business Applications
1 7 (2.51%) Oracle EBS
1 7 (2.51%) Dynamics NAV
2 6 (2.15%) Dynamics CRM
3 5 (1.79%) Dynamics AX
3 5 (1.79%) SAP Oil and Gas
4 3 (1.08%) Primavera
5 2 (0.72%) Oracle ERP
5 2 (0.72%) Oracle EBS R12
6 1 (0.36%) Visualfiles
Cloud Services
1 13 (4.66%) Amazon AWS
2 3 (1.08%) SaaS
2 3 (1.08%) Office 365
2 3 (1.08%) Cloud Computing
Communications & Networking
1 6 (2.15%) UMTS
1 6 (2.15%) GPRS
2 3 (1.08%) LAN
2 3 (1.08%) TCP/IP
2 3 (1.08%) DNS
2 3 (1.08%) WAN
2 3 (1.08%) DHCP
2 3 (1.08%) Network Security
3 1 (0.36%) NAS
3 1 (0.36%) HTTP
3 1 (0.36%) SAN
Database & Business Intelligence
1 158 (56.63%) SQL Server
2 146 (52.33%) SQL Server Reporting Services
3 145 (51.97%) Data Warehouse
4 141 (50.54%) SQL Server Integration Services
5 89 (31.90%) SQL Server 2008
6 81 (29.03%) SQL Server Analysis Services
7 56 (20.07%) SQL Server 2012
8 40 (14.34%) OLAP
9 30 (10.75%) Relational Database
10 27 (9.68%) Big Data
11 23 (8.24%) Hadoop
11 23 (8.24%) SQL Server 2005
12 21 (7.53%) OLAP Cube
13 17 (6.09%) BusinessObjects
14 14 (5.02%) SQL Server 2000
15 11 (3.94%) PostgreSQL
15 11 (3.94%) SAP Data Services
16 10 (3.58%) MongoDB
16 10 (3.58%) DataStage
16 10 (3.58%) Microsoft Analysis Services
Development Applications
1 20 (7.17%) Team Foundation Server
1 20 (7.17%) Talend Open Studio
2 13 (4.66%) Mercurial
2 13 (4.66%) VSS/SourceSafe
3 7 (2.51%) Eclipse
4 5 (1.79%) JUnit
4 5 (1.79%) Cucumber
5 4 (1.43%) Visual Studio
6 3 (1.08%) NetBeans
6 3 (1.08%) LSMW
6 3 (1.08%) IntelliJ
6 3 (1.08%) SQL Server Management Studio (SSMS)
7 2 (0.72%) Git (software)
7 2 (0.72%) MSTest
7 2 (0.72%) Mockito
7 2 (0.72%) Subversion
8 1 (0.36%) TestDirector
General
1 74 (26.52%) Finance
2 10 (3.58%) Manufacturing
3 8 (2.87%) Banking
3 8 (2.87%) Marketing
4 6 (2.15%) Retail
5 5 (1.79%) Legal
5 5 (1.79%) Electronics
5 5 (1.79%) Telecoms
6 2 (0.72%) Pharmaceutical
6 2 (0.72%) Advertising
6 2 (0.72%) Retail Banking
7 1 (0.36%) Law
7 1 (0.36%) Financial Institution
Job Titles
1 134 (48.03%) Developer
2 60 (21.51%) SQL Developer
3 48 (17.20%) Analyst
4 45 (16.13%) Business Intelligence Developer
5 37 (13.26%) DBA
6 26 (9.32%) SQL DBA
7 20 (7.17%) Senior Developer
8 14 (5.02%) Test Analyst
8 14 (5.02%) Designer
9 13 (4.66%) Business Analyst
9 13 (4.66%) Administrator
9 13 (4.66%) Java Developer
10 12 (4.30%) Business Developer
10 12 (4.30%) Consultant
11 11 (3.94%) Business Intelligence Analyst
11 11 (3.94%) AWS Developer
12 10 (3.58%) Senior SQL Developer
13 9 (3.23%) Report Writer
14 8 (2.87%) SQL Server Developer
14 8 (2.87%) Database Developer
Libraries, Frameworks & Software Standards
1 23 (8.24%) .NET
2 13 (4.66%) Spring
3 12 (4.30%) XML
4 11 (3.94%) J2EE
4 11 (3.94%) Hibernate
5 7 (2.51%) ASP.NET
5 7 (2.51%) Web Services
6 6 (2.15%) MDX
7 5 (1.79%) Spring MVC
7 5 (1.79%) .NET Framework
8 4 (1.43%) HTML
8 4 (1.43%) CSS
9 3 (1.08%) SOAP
9 3 (1.08%) Middleware
9 3 (1.08%) LAMP
9 3 (1.08%) WebCenter
9 3 (1.08%) .NET Compact Framework
9 3 (1.08%) Akka
9 3 (1.08%) REST
10 1 (0.36%) Managed Extensibility Framework
Miscellaneous
1 43 (15.41%) Analytical Skills
2 37 (13.26%) Replication
3 35 (12.54%) Visualisation
4 23 (8.24%) Clustering
5 17 (6.09%) Data Integration
6 16 (5.73%) Statistics
6 16 (5.73%) Data Extraction
7 11 (3.94%) NHS
7 11 (3.94%) Management Information System
8 8 (2.87%) Computer Science
9 6 (2.15%) Enterprise Software
9 6 (2.15%) User Experience
10 5 (1.79%) DTV
11 4 (1.43%) Life Science
11 4 (1.43%) FMCG
12 3 (1.08%) Enterprise Storage
12 3 (1.08%) Mobile App
12 3 (1.08%) EFT
12 3 (1.08%) Algorithms
13 2 (0.72%) Data Conversion
Operating Systems
1 18 (6.45%) Windows
2 12 (4.30%) Linux
2 12 (4.30%) UNIX
3 6 (2.15%) Windows CE
3 6 (2.15%) Windows Mobile
3 6 (2.15%) Android
3 6 (2.15%) Apple iOS
4 4 (1.43%) Windows Server 2008
5 3 (1.08%) Windows Server 2012
5 3 (1.08%) Windows Server 2003
Processes & Methodologies
1 135 (48.39%) Business Intelligence
2 70 (25.09%) Performance Tuning
3 58 (20.79%) Agile Software Development
4 26 (9.32%) Data Modelling
5 23 (8.24%) Analytics
6 22 (7.89%) Business Analysis
7 20 (7.17%) Data Management
7 20 (7.17%) Migration
8 18 (6.45%) Data Migration
9 17 (6.09%) Performance Monitoring
10 16 (5.73%) Continuous Improvement
10 16 (5.73%) Data Analysis
11 15 (5.38%) Capacity Planning
12 14 (5.02%) E-Commerce
12 14 (5.02%) Database Mirroring
13 12 (4.30%) Project Management
13 12 (4.30%) Disaster Recovery
14 11 (3.94%) Scrum
14 11 (3.94%) Validation
14 11 (3.94%) Open Source
Programming Languages
1 224 (80.29%) SQL
2 103 (36.92%) T-SQL
3 25 (8.96%) Java
4 22 (7.89%) VBA
4 22 (7.89%) PowerShell
5 15 (5.38%) Shell Script
6 14 (5.02%) C#
7 7 (2.51%) ANSI SQL
8 6 (2.15%) Scala
9 5 (1.79%) PL/SQL
10 4 (1.43%) R
11 3 (1.08%) C
11 3 (1.08%) C-shell
11 3 (1.08%) Korn
11 3 (1.08%) C++
11 3 (1.08%) Prolog
11 3 (1.08%) ABAP
12 2 (0.72%) Data Analysis Expressions (DAX)
13 1 (0.36%) COBOL
Qualifications
1 19 (6.81%) Degree
2 13 (4.66%) ISTQB
2 13 (4.66%) ISEB
3 5 (1.79%) Microsoft Certification
3 5 (1.79%) Security Cleared
4 4 (1.43%) ISTQB Foundation Certification
5 3 (1.08%) DV Cleared
5 3 (1.08%) OCP
5 3 (1.08%) Oracle Certification
5 3 (1.08%) PMP
5 3 (1.08%) PMI Certification
5 3 (1.08%) MCTS
5 3 (1.08%) MCITP
6 1 (0.36%) MCSA
6 1 (0.36%) SC Cleared
Quality Assurance & Compliance
1 15 (5.38%) SLA
2 9 (3.23%) QA
3 5 (1.79%) ISO/IEC 27001
4 1 (0.36%) Data Quality
System Software
1 6 (2.15%) VMware Infrastructure
2 3 (1.08%) HDFS
2 3 (1.08%) Active Directory
2 3 (1.08%) VMware ESX
3 1 (0.36%) GPFS
Systems Management
1 4 (1.43%) Oozie
2 3 (1.08%) Backup Exec
Vendors
1 89 (31.90%) Microsoft
2 34 (12.19%) Oracle
3 25 (8.96%) Teradata
4 24 (8.60%) Tableau
5 21 (7.53%) Informatica
6 20 (7.17%) Talend
7 19 (6.81%) SAP
8 15 (5.38%) Ab Initio
9 7 (2.51%) IBM
9 7 (2.51%) Hyperion
10 6 (2.15%) Vertica
10 6 (2.15%) Cognos
10 6 (2.15%) VMware
10 6 (2.15%) Netezza
11 5 (1.79%) HP
12 4 (1.43%) RainStor
13 3 (1.08%) Jaspersoft
13 3 (1.08%) CommVault
13 3 (1.08%) Embarcadero
14 2 (0.72%) MicroStrategy
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Churchill Frank
Salary: £40000 - £45000 per annum + Pension + Bonus + Training
Posted: Yesterday
Cheshire
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Salary: £45000 - £75000 per annum + Bonus Pension
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Salary: £35000 - £45000 per annum + Benefits
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Manchester, Lancashire
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Preston, Lancashire
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