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 30 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
30 Jan 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 148 130 115
Rank change year-on-year
-18 -15
Permanent jobs citing ETL 104 116 179
As % of all permanent IT jobs located in the North West 1.50% 1.79% 2.28%
As % of the Processes & Methodologies category 1.81% 2.17% 2.83%
Number of salaries quoted 95 97 148
Average salary £42,000 £40,000 £45,000
Average salary % change year-on-year
+5.00% -11.11%
90% offered a salary of more than £31,500 £30,000 £36,000
10% offered a salary of more than £59,000 £57,000 £62,250
UK excluding London average salary £45,000 £45,000 £45,000
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
5743 5334 6320
As % of all permanent IT jobs located in the North West 82.56% 82.23% 80.65%
Number of salaries quoted 4924 4457 5446
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 £26,000
10% offered a salary of more than £60,000 £57,500 £55,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 30 January 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 30 January 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 -19 44 £42,500 +6.25% 12
Manchester -14 39 £37,500 +1.35% 12
Lancashire +5 10 £42,000 -1.17% 3
Merseyside +13 9 £47,500 +35.71% 1
Cumbria - 1 £45,000 -
ETL
England

ETL
Top 30 Related IT Skills in the North West

For the 6 months to 30 January 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.

1 166 (69.17%) SQL
2 129 (53.75%) Business Intelligence
3 119 (49.58%) SQL Server
4 118 (49.17%) Data Warehouse
5 106 (44.17%) SQL Server Integration Services
6 88 (36.67%) Microsoft
7 79 (32.92%) SQL Server Reporting Services
8 78 (32.50%) T-SQL
9 65 (27.08%) Oracle
9 65 (27.08%) Informatica
10 63 (26.25%) Finance
11 57 (23.75%) Teradata
11 57 (23.75%) SQL Server 2008
12 49 (20.42%) Analytical Skills
13 45 (18.75%) OLAP
14 44 (18.33%) Performance Tuning
15 43 (17.92%) SQL Server Analysis Services
16 42 (17.50%) MS Excel
17 40 (16.67%) Banking
18 38 (15.83%) Data Modelling
19 36 (15.00%) Java
19 36 (15.00%) Degree
20 34 (14.17%) Big Data
20 34 (14.17%) Analytics
21 25 (10.42%) Data Transformation
21 25 (10.42%) Business Analysis
21 25 (10.42%) E-Commerce
22 23 (9.58%) XML
22 23 (9.58%) Tableau
23 22 (9.17%) PL/SQL

ETL
Top Related IT Skills in the North West by Category

For the 6 months to 30 January 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 20 (8.33%) SAS
2 7 (2.92%) SharePoint
3 6 (2.50%) Lync
4 2 (0.83%) Elasticsearch
5 1 (0.42%) BizTalk Server
Applications
1 42 (17.50%) MS Excel
2 16 (6.67%) MS Office
3 7 (2.92%) MS PowerPoint
4 4 (1.67%) MS Project
5 3 (1.25%) PowerPivot
5 3 (1.25%) MS Visio
5 3 (1.25%) Spreadsheet
Business Applications
1 5 (2.08%) Dynamics AX
2 4 (1.67%) HFM
2 4 (1.67%) Oracle EBS
3 2 (0.83%) Cognos Business Intelligence
3 2 (0.83%) SAP MDM
4 1 (0.42%) SAP BPC
4 1 (0.42%) Dynamics NAV
4 1 (0.42%) Dynamics CRM
4 1 (0.42%) SAP ERP
Cloud Services
1 4 (1.67%) SaaS
Communications & Networking
1 4 (1.67%) Internet
2 2 (0.83%) Firewall
3 1 (0.42%) SSL
Database & Business Intelligence
1 119 (49.58%) SQL Server
2 118 (49.17%) Data Warehouse
3 106 (44.17%) SQL Server Integration Services
4 79 (32.92%) SQL Server Reporting Services
5 57 (23.75%) SQL Server 2008
6 45 (18.75%) OLAP
7 43 (17.92%) SQL Server Analysis Services
8 34 (14.17%) Big Data
9 21 (8.75%) DataStage
10 20 (8.33%) Oracle BI EE
10 20 (8.33%) Hadoop
11 16 (6.67%) Oracle BI Publisher
12 12 (5.00%) SQL Server 2012
13 11 (4.58%) SAP Data Services
14 10 (4.17%) OLAP Cube
15 8 (3.33%) Oracle OLAP
15 8 (3.33%) Oracle ODI
16 7 (2.92%) Relational Database
16 7 (2.92%) MongoDB
16 7 (2.92%) Apache Cassandra
Development Applications
1 9 (3.75%) Talend Open Studio
2 8 (3.33%) SQL Server Management Studio (SSMS)
3 4 (1.67%) Visual Studio
4 2 (0.83%) Oracle APEX
4 2 (0.83%) Subversion
5 1 (0.42%) Team Foundation Server
General
1 63 (26.25%) Finance
2 40 (16.67%) Banking
3 17 (7.08%) Retail
4 9 (3.75%) Marketing
5 5 (2.08%) Legal
5 5 (2.08%) Telecoms
6 2 (0.83%) International Banking
6 2 (0.83%) Pharmaceutical
7 1 (0.42%) Manufacturing
7 1 (0.42%) Advertising
7 1 (0.42%) Aerospace
7 1 (0.42%) Automotive
7 1 (0.42%) Back Office
Job Titles
1 97 (40.42%) Developer
2 43 (17.92%) Analyst
3 25 (10.42%) SQL Developer
4 19 (7.92%) Report Writer
5 18 (7.50%) ETL Developer
5 18 (7.50%) Business Intelligence Developer
6 15 (6.25%) Consultant
6 15 (6.25%) Senior Developer
7 14 (5.83%) DBA
8 13 (5.42%) Architect
8 13 (5.42%) MI Analyst
9 11 (4.58%) Designer
9 11 (4.58%) OBIEE Developer
9 11 (4.58%) Database Analyst
9 11 (4.58%) SQL DBA
10 10 (4.17%) Database Developer
11 9 (3.75%) SQL Server DBA
11 9 (3.75%) Delivery Manager
12 8 (3.33%) Technical Leader
12 8 (3.33%) Informatica Specialist
Libraries, Frameworks & Software Standards
1 23 (9.58%) XML
2 21 (8.75%) .NET
3 16 (6.67%) XSLT
4 13 (5.42%) WebSphere Message Broker
5 8 (3.33%) Web Services
6 5 (2.08%) EDI
6 5 (2.08%) MDX
7 3 (1.25%) REST
7 3 (1.25%) SOAP
8 2 (0.83%) JSON
8 2 (0.83%) CSS
8 2 (0.83%) ASP.NET
9 1 (0.42%) COM
9 1 (0.42%) HTML
9 1 (0.42%) Middleware
9 1 (0.42%) Ajax
9 1 (0.42%) jQuery
Miscellaneous
1 49 (20.42%) Analytical Skills
2 19 (7.92%) Visualisation
3 16 (6.67%) Replication
4 14 (5.83%) Data Integration
5 11 (4.58%) FMCG
5 11 (4.58%) Computer Science
6 9 (3.75%) Clustering
7 8 (3.33%) Management Information System
8 5 (2.08%) Enterprise Software
8 5 (2.08%) Open Source
8 5 (2.08%) Statistics
9 4 (1.67%) Data Structures
10 3 (1.25%) Data Extraction
10 3 (1.25%) Mathematics
11 2 (0.83%) Mainframe
12 1 (0.42%) Life Science
Operating Systems
1 13 (5.42%) Linux
2 12 (5.00%) UNIX
Processes & Methodologies
1 129 (53.75%) Business Intelligence
2 44 (18.33%) Performance Tuning
3 38 (15.83%) Data Modelling
4 34 (14.17%) Analytics
5 25 (10.42%) Data Transformation
5 25 (10.42%) Business Analysis
5 25 (10.42%) E-Commerce
6 21 (8.75%) Project Management
7 20 (8.33%) Agile Software Development
8 16 (6.67%) Migration
8 16 (6.67%) Stakeholder Management
9 13 (5.42%) Data Management
9 13 (5.42%) Dimensional Modelling
9 13 (5.42%) Release Management
10 11 (4.58%) Capacity Planning
11 10 (4.17%) Data Migration
11 10 (4.17%) Service Delivery
11 10 (4.17%) Mentoring
12 9 (3.75%) Logical Data Model
12 9 (3.75%) Physical Data Model
Programming Languages
1 166 (69.17%) SQL
2 78 (32.50%) T-SQL
3 36 (15.00%) Java
4 22 (9.17%) PL/SQL
5 13 (5.42%) VBA
6 7 (2.92%) VB
7 5 (2.08%) C#
8 3 (1.25%) VB.NET
8 3 (1.25%) PowerShell
9 2 (0.83%) VB6
9 2 (0.83%) JavaScript
9 2 (0.83%) Scala
10 1 (0.42%) Perl
10 1 (0.42%) Python
Qualifications
1 36 (15.00%) Degree
2 11 (4.58%) Security Cleared
3 5 (2.08%) Microsoft Certification
4 4 (1.67%) MBA
5 2 (0.83%) PMP
5 2 (0.83%) PMI Certification
6 1 (0.42%) SC Cleared
Quality Assurance & Compliance
1 14 (5.83%) SLA
2 4 (1.67%) Data Quality
3 1 (0.42%) QA
System Software
1 1 (0.42%) Oracle RMAN
Vendors
1 88 (36.67%) Microsoft
2 65 (27.08%) Oracle
2 65 (27.08%) Informatica
3 57 (23.75%) Teradata
4 23 (9.58%) Tableau
5 21 (8.75%) Ab Initio
6 17 (7.08%) Business Objects
7 12 (5.00%) Siebel
8 10 (4.17%) Cognos
9 9 (3.75%) Talend
10 7 (2.92%) Netezza
11 6 (2.50%) SAP
12 5 (2.08%) Hyperion
13 4 (1.67%) Fujitsu
14 3 (1.25%) Vertica
15 2 (0.83%) Dundas
15 2 (0.83%) Salesforce.com
15 2 (0.83%) Juniper
15 2 (0.83%) hybris
16 1 (0.42%) Cloudera
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