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 14 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
14 Feb 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 135 162 146
Rank change year-on-year
+27 -16
Permanent jobs citing ETL 102 104 110
As % of all permanent IT jobs located in the North West 1.81% 1.51% 1.68%
As % of the Processes & Methodologies category 2.09% 1.76% 1.98%
Number of salaries quoted 84 93 83
Average salary £41,500 £40,000 £39,900
Average salary % change year-on-year
+3.75% +0.25%
90% offered a salary of more than £32,500 £31,500 £30,200
10% offered a salary of more than £60,000 £59,500 £55,000
UK excluding London average salary £45,000 £44,000 £45,000
% change year-on-year
+2.27% -2.22%
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
4883 5915 5550
As % of all permanent IT jobs located in the North West 86.62% 85.65% 84.64%
Number of salaries quoted 4045 4979 4613
Average salary £42,500 £40,000 £40,000
Average salary % change year-on-year
+6.25% -
90% offered a salary of more than £28,500 £27,500 £27,500
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

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 14 February 2016.

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 14 February 2016. 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 +20 45 £40,000 -5.88% 3
Manchester +29 41 £42,500 +16.43% 8
Merseyside -2 11 £32,500 -25.28% 1
Lancashire +9 2 £45,000 +7.14% 4
ETL
England

ETL
Top 30 Related IT Skills in the North West

For the 6 months to 14 February 2016, 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.

1 242 (82.31%) SQL
2 202 (68.71%) SQL Server Integration Services
3 199 (67.69%) SQL Server
4 182 (61.90%) SQL Server Reporting Services
5 160 (54.42%) Business Intelligence
6 126 (42.86%) T-SQL
7 121 (41.16%) Data Warehouse
8 103 (35.03%) SQL Server Analysis Services
9 100 (34.01%) Finance
10 89 (30.27%) Agile Software Development
11 73 (24.83%) Team Foundation Server
12 69 (23.47%) Microsoft
13 66 (22.45%) MS Excel
14 63 (21.43%) SQL Server 2012
15 55 (18.71%) SQL Server 2008
16 53 (18.03%) Replication
17 51 (17.35%) Performance Tuning
18 50 (17.01%) XML
19 49 (16.67%) .NET
20 46 (15.65%) Windows
21 39 (13.27%) Data Management
22 38 (12.93%) Oracle
22 38 (12.93%) Analytics
23 36 (12.24%) ISEB
24 35 (11.90%) Software Testing
24 35 (11.90%) Tableau
25 34 (11.56%) SharePoint
26 33 (11.22%) High Availability
27 32 (10.88%) HP Quality Center
27 32 (10.88%) ETL Development

ETL
Top Related IT Skills in the North West by Category

For the 6 months to 14 February 2016, 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 34 (11.56%) SharePoint
2 31 (10.54%) BizTalk Server
3 11 (3.74%) CMS
4 7 (2.38%) SAS
5 2 (0.68%) IIS
5 2 (0.68%) Mule
6 1 (0.34%) Sonic ESB
Applications
1 66 (22.45%) MS Excel
2 4 (1.36%) MS Office
3 2 (0.68%) MS PowerPoint
3 2 (0.68%) SPSS
4 1 (0.34%) MS Visio
4 1 (0.34%) Spreadsheet
Business Applications
1 7 (2.38%) Dynamics CRM
2 6 (2.04%) SAP FI
3 3 (1.02%) Oracle EBS
4 2 (0.68%) Oracle BPM
4 2 (0.68%) Salesforce.com CRM
4 2 (0.68%) SAP MDM
5 1 (0.34%) Dynamics NAV
5 1 (0.34%) Oracle Retail
Cloud Services
1 1 (0.34%) Amazon AWS
1 1 (0.34%) Office 365
Communications & Networking
1 2 (0.68%) FTP
2 1 (0.34%) DNS
2 1 (0.34%) HTTP
Database & Business Intelligence
1 202 (68.71%) SQL Server Integration Services
2 199 (67.69%) SQL Server
3 182 (61.90%) SQL Server Reporting Services
4 121 (41.16%) Data Warehouse
5 103 (35.03%) SQL Server Analysis Services
6 63 (21.43%) SQL Server 2012
7 55 (18.71%) SQL Server 2008
8 31 (10.54%) OLAP
9 29 (9.86%) Relational Database
10 23 (7.82%) PowerPivot
11 20 (6.80%) Power BI
11 20 (6.80%) SQL Server 2005
12 19 (6.46%) SQL Server 2014
13 17 (5.78%) Data Mining
14 14 (4.76%) QlikView
15 13 (4.42%) Big Data
15 13 (4.42%) Microsoft Analysis Services
16 12 (4.08%) RDBMS
17 11 (3.74%) MySQL
17 11 (3.74%) Oracle Database
Development Applications
1 73 (24.83%) Team Foundation Server
2 27 (9.18%) MSTest
3 26 (8.84%) HP UFT
4 11 (3.74%) Subversion
5 9 (3.06%) Talend Open Studio
6 8 (2.72%) ERwin
7 7 (2.38%) Git (software)
8 6 (2.04%) VSS/SourceSafe
9 5 (1.70%) Mercurial
9 5 (1.70%) NUnit
9 5 (1.70%) SQL Server Management Studio (SSMS)
10 4 (1.36%) Visual Studio
11 3 (1.02%) Selenium
12 2 (0.68%) Oracle APEX
12 2 (0.68%) tSQLt
13 1 (0.34%) JIRA
13 1 (0.34%) SoapUI
General
1 100 (34.01%) Finance
2 31 (10.54%) Banking
3 14 (4.76%) Retail
4 11 (3.74%) Legal
5 9 (3.06%) Pharmaceutical
6 5 (1.70%) Financial Institution
7 4 (1.36%) Corporate Banking
7 4 (1.36%) Telecoms
8 3 (1.02%) Advertising
8 3 (1.02%) Marketing
9 1 (0.34%) Games
9 1 (0.34%) Retail Banking
Job Titles
1 142 (48.30%) Developer
2 101 (34.35%) SQL Developer
3 71 (24.15%) Analyst
4 48 (16.33%) Business Intelligence Developer
5 43 (14.63%) Test Analyst
6 39 (13.27%) DBA
7 37 (12.59%) ETL Developer
7 37 (12.59%) SQL Analyst
7 37 (12.59%) SQL DBA
8 34 (11.56%) Senior Analyst
8 34 (11.56%) T-SQL Developer
9 29 (9.86%) Senior Test Analyst
10 26 (8.84%) Senior Web Analyst
10 26 (8.84%) SQL BI Developer
10 26 (8.84%) Web Analyst
10 26 (8.84%) Web Test Analyst
11 25 (8.50%) SQL Server Developer
12 22 (7.48%) ETL Analyst
12 22 (7.48%) Senior Developer
13 19 (6.46%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 50 (17.01%) XML
2 49 (16.67%) .NET
3 30 (10.20%) Web Services
4 21 (7.14%) MDX
5 7 (2.38%) WSDL
6 6 (2.04%) ASP.NET
6 6 (2.04%) WCF
7 5 (1.70%) WSE
8 3 (1.02%) Middleware
9 2 (0.68%) HTML
9 2 (0.68%) JSON
9 2 (0.68%) REST
10 1 (0.34%) .NET Framework
10 1 (0.34%) Apache Flex
10 1 (0.34%) CSS
10 1 (0.34%) Entity Framework
10 1 (0.34%) ODBC
10 1 (0.34%) RESTful
Miscellaneous
1 53 (18.03%) Replication
2 26 (8.84%) Analytical Skills
3 24 (8.16%) Clustering
4 15 (5.10%) Visualisation
5 10 (3.40%) Management Information System
5 10 (3.40%) User Experience
6 6 (2.04%) Data Extraction
6 6 (2.04%) Data Integration
6 6 (2.04%) NHS
7 5 (1.70%) Computer Science
7 5 (1.70%) Data Structures
7 5 (1.70%) EPoS
7 5 (1.70%) N-Tier
7 5 (1.70%) Reference Data
7 5 (1.70%) Tandem
8 3 (1.02%) Social Media
8 3 (1.02%) Statistics
9 2 (0.68%) Credit Risk
9 2 (0.68%) Data Centre
9 2 (0.68%) SWIFT
Operating Systems
1 46 (15.65%) Windows
2 6 (2.04%) Unix
3 3 (1.02%) Linux
3 3 (1.02%) Windows Server 2012
4 1 (0.34%) Solaris
4 1 (0.34%) SUSE Linux Enterprise Server
Processes & Methodologies
1 160 (54.42%) Business Intelligence
2 89 (30.27%) Agile Software Development
3 51 (17.35%) Performance Tuning
4 39 (13.27%) Data Management
5 38 (12.93%) Analytics
6 35 (11.90%) Software Testing
7 33 (11.22%) High Availability
8 32 (10.88%) ETL Development
9 30 (10.20%) Data Modelling
9 30 (10.20%) Validation
10 29 (9.86%) Performance Testing
11 27 (9.18%) Defect Management
12 25 (8.50%) Migration
13 24 (8.16%) Disaster Recovery
14 20 (6.80%) Stakeholder Engagement
15 19 (6.46%) Data Migration
15 19 (6.46%) TDD
16 18 (6.12%) Master Data Management
17 16 (5.44%) Capacity Planning
17 16 (5.44%) Information Management
Programming Languages
1 242 (82.31%) SQL
2 126 (42.86%) T-SQL
3 20 (6.80%) Java
4 15 (5.10%) C#
5 14 (4.76%) VBA
6 7 (2.38%) PL/SQL
6 7 (2.38%) PowerShell
6 7 (2.38%) VB.NET
7 5 (1.70%) ANSI SQL
8 4 (1.36%) R
9 1 (0.34%) Data Analysis Expressions (DAX)
9 1 (0.34%) JavaScript
9 1 (0.34%) SAS Macro
9 1 (0.34%) Shell Script
Qualifications
1 36 (12.24%) ISEB
2 16 (5.44%) Degree
3 9 (3.06%) ISTQB
3 9 (3.06%) ISTQB Foundation Certification
4 7 (2.38%) SC Cleared
4 7 (2.38%) Security Cleared
5 5 (1.70%) Microsoft Certification
Quality Assurance & Compliance
1 21 (7.14%) Data Quality
2 5 (1.70%) QA
3 2 (0.68%) SLA
4 1 (0.34%) PCI DSS
System Software
1 1 (0.34%) Active Directory
1 1 (0.34%) VMware Infrastructure
Systems Management
1 32 (10.88%) HP Quality Center
Vendors
1 69 (23.47%) Microsoft
2 38 (12.93%) Oracle
3 35 (11.90%) Tableau
4 12 (4.08%) Informatica
5 10 (3.40%) SAP
6 9 (3.06%) Talend
7 8 (2.72%) IBM
8 7 (2.38%) Alteryx
8 7 (2.38%) Teradata
8 7 (2.38%) Vertica
9 5 (1.70%) MicroStrategy
9 5 (1.70%) Salesforce.com
10 4 (1.36%) Ab Initio
10 4 (1.36%) Cognos
11 3 (1.02%) Hyperion
12 2 (0.68%) Bloomberg
12 2 (0.68%) Citrix
12 2 (0.68%) Red Gate
12 2 (0.68%) Remedy
12 2 (0.68%) Reuters
Manchester
Edenhouse Solutions Ltd
Salary: £0.00 per annum
Posted: 2 days ago
Warrington, Cheshire
Uniting Ambition
Salary: £35k - 38k per year
Posted: 2 days ago
Manchester, Lancashire
Rockhall Recruitment
Salary: From £35,000 to £55,000 per annum + Package
Posted: 3 days ago
Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £26041.00 - £34876.00 per annum + Benefits
Posted: 3 days ago
Leyland, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £26041.00 - £34876.00 per annum + Benefits
Posted: 4 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: £40,000 - £80,000 (Depending on Experience)
Posted: 5 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: £40000 - £80,000 (Depending on Experience)
Posted: 5 days ago
Manchester, Lancashire
Vertical IT
Salary: £30000 - £37500 per annum + Excellent Benefits (listed)
Posted: 5 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: £40000 - £80,000 (Depending on Experience)
Posted: 5 days ago
Preston
Computer Futures
Salary: competitive
Posted: 9 days ago
Chorley
Computer Futures
Salary: competitive
Posted: 10 days ago
Stockport
Computer Futures
Salary: £32000 - £38000 per annum + competitive
Posted: 18 days ago
Warrington
Churchill Frank International
Salary: £50000 - £60000 per annum + Bonus + Benefits
Posted: 23 days ago
Manchester
Nigel Frank International Ltd
Salary: £45000 - £55000 per annum + Bonus
Posted: 27 days ago