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 salaries offered in IT jobs that have cited ETL over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / North West
Rank 100 140 154
Rank change year-on-year
+40 +14
Permanent jobs citing ETL 168 93 104
As % of all permanent IT jobs located in the North West 2.83% 1.65% 1.49%
As % of the Processes & Methodologies category 3.14% 1.87% 1.70%
Number of salaries quoted 140 78 91
Median salary £35,000 £41,000 £40,000
Median salary % change year-on-year
-14.63% +2.50%
90% offered a salary of more than £30,500 £32,298 £30,000
10% offered a salary of more than £47,500 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £45,000

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
5356 4972 6126
As % of all permanent IT jobs located in the North West 90.32% 88.16% 87.65%
Number of salaries quoted 4445 4152 5094
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £29,000 £28,500 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing ETL as a proportion of all IT jobs with a match in 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 25 February 2017.

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 median salaries quoted in IT jobs citing ETL within the North West region over the 3 months to 25 February 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +43 108 £35,000 -16.66% 20
Merseyside +14 29 £30,500 -6.15% 2
Cheshire +4 29 £40,000 -11.11% 12
Lancashire -6 2 - - 1
ETL
England

ETL
Top 30 Related IT Skills in the North West

For the 6 months to 25 February 2017, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North West region with a requirement for ETL.

1 235 (83.93%) SQL
2 192 (68.57%) Business Intelligence
3 180 (64.29%) SQL Server
4 154 (55.00%) Data Warehouse
5 153 (54.64%) SQL Server Reporting Services
6 132 (47.14%) SQL Server Integration Services
7 120 (42.86%) T-SQL
8 102 (36.43%) Microsoft
9 92 (32.86%) SQL Server Analysis Services
10 77 (27.50%) MS Excel
11 69 (24.64%) Agile Software Development
12 62 (22.14%) Finance
13 55 (19.64%) iPad
14 54 (19.29%) Data Modelling
15 52 (18.57%) Oracle
16 48 (17.14%) VBA
17 46 (16.43%) .NET
18 40 (14.29%) SQL Server 2008
18 40 (14.29%) Tableau
19 39 (13.93%) Relational Database
20 36 (12.86%) Analytical Skills
21 32 (11.43%) SQL Server 2012
22 31 (11.07%) C#
23 30 (10.71%) Visual Studio
23 30 (10.71%) E-Commerce
23 30 (10.71%) Analytics
24 28 (10.00%) Data Quality
24 28 (10.00%) Data Analysis
25 27 (9.64%) Retail
25 27 (9.64%) Migration

ETL
Top Related IT Skills in the North West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 17 (6.07%) SharePoint
2 8 (2.86%) BizTalk Server
3 4 (1.43%) IIS
4 3 (1.07%) CICS
4 3 (1.07%) Oracle Workflow
4 3 (1.07%) SAS
5 2 (0.71%) Alfresco
5 2 (0.71%) Apache Spark
5 2 (0.71%) Confluence
6 1 (0.36%) JBoss
6 1 (0.36%) NetWeaver
6 1 (0.36%) Oracle SOA Suite
6 1 (0.36%) Tomcat
Applications
1 77 (27.50%) MS Excel
2 13 (4.64%) MS Office
3 4 (1.43%) Spreadsheet
3 4 (1.43%) SPSS
4 1 (0.36%) MS PowerPoint
Business Applications
1 12 (4.29%) Cognos Business Intelligence
2 3 (1.07%) Dynamics NAV
3 2 (0.71%) Oracle EBS
4 1 (0.36%) Dynamics AX
4 1 (0.36%) Dynamics CRM
4 1 (0.36%) Oracle Applications
4 1 (0.36%) Oracle ERP
4 1 (0.36%) Oracle Financials
4 1 (0.36%) Oracle Procure-to-Pay
4 1 (0.36%) SAP CRM
Cloud Services
1 19 (6.79%) Amazon AWS
2 17 (6.07%) Microsoft Azure
3 4 (1.43%) Amazon EC2
4 3 (1.07%) Cloud Computing
5 2 (0.71%) Google Analytics
6 1 (0.36%) Amazon Kinesis
6 1 (0.36%) Google Cloud Platform
6 1 (0.36%) Office 365
6 1 (0.36%) SaaS
Communications & Networking
1 1 (0.36%) Internet
1 1 (0.36%) Network Security
1 1 (0.36%) SSL
Database & Business Intelligence
1 180 (64.29%) SQL Server
2 154 (55.00%) Data Warehouse
3 153 (54.64%) SQL Server Reporting Services
4 132 (47.14%) SQL Server Integration Services
5 92 (32.86%) SQL Server Analysis Services
6 40 (14.29%) SQL Server 2008
7 39 (13.93%) Relational Database
8 32 (11.43%) SQL Server 2012
9 25 (8.93%) MySQL
10 24 (8.57%) Data Mining
11 22 (7.86%) Big Data
12 20 (7.14%) RDBMS
13 19 (6.79%) QlikView
14 15 (5.36%) Power BI
14 15 (5.36%) SQL Server 2005
15 14 (5.00%) SQL Server 2014
16 13 (4.64%) Oracle Database
17 11 (3.93%) OLAP
18 10 (3.57%) BusinessObjects
18 10 (3.57%) MongoDB
Development Applications
1 30 (10.71%) Visual Studio
2 18 (6.43%) Talend Open Studio
3 13 (4.64%) Team Foundation Server
4 10 (3.57%) NUnit
5 8 (2.86%) MSTest
6 7 (2.50%) ERwin
6 7 (2.50%) SQL Server Management Studio (SSMS)
7 6 (2.14%) Git (software)
8 4 (1.43%) Selenium
9 3 (1.07%) Octopus Deploy
10 2 (0.71%) JIRA
10 2 (0.71%) SoapUI
11 1 (0.36%) Ant
11 1 (0.36%) Jenkins
11 1 (0.36%) Oracle Forms
11 1 (0.36%) SonarQube
11 1 (0.36%) TestRail
11 1 (0.36%) Toad
General
1 62 (22.14%) Finance
2 27 (9.64%) Retail
3 22 (7.86%) Marketing
4 18 (6.43%) Legal
5 12 (4.29%) Banking
6 5 (1.79%) Billing
7 4 (1.43%) Manufacturing
8 3 (1.07%) Law
9 2 (0.71%) Games
10 1 (0.36%) Advertising
Job Titles
1 144 (51.43%) Developer
2 91 (32.50%) SQL Developer
3 65 (23.21%) Analyst
4 55 (19.64%) SQL Server Developer
5 45 (16.07%) Business Intelligence Analyst
6 41 (14.64%) Business Intelligence Developer
7 32 (11.43%) DBA
7 32 (11.43%) SQL DBA
8 24 (8.57%) SSRS Developer
9 20 (7.14%) Database Developer
9 20 (7.14%) SSIS Developer
10 18 (6.43%) Architect
11 17 (6.07%) ETL Developer
12 15 (5.36%) SQL Analyst
12 15 (5.36%) SQL Database Developer
12 15 (5.36%) SQL Server DBA
13 14 (5.00%) SQL BI Developer
14 12 (4.29%) Information Analyst
14 12 (4.29%) MI Analyst
15 11 (3.93%) QlikView Developer
Libraries, Frameworks & Software Standards
1 46 (16.43%) .NET
2 27 (9.64%) XML
3 12 (4.29%) ASP.NET
3 12 (4.29%) Web Services
4 10 (3.57%) .NET Framework
5 8 (2.86%) LINQ
5 8 (2.86%) WCF
5 8 (2.86%) WF
5 8 (2.86%) WPF
6 4 (1.43%) CSS
6 4 (1.43%) HTML
6 4 (1.43%) WinForms
7 3 (1.07%) ASP.NET MVC
7 3 (1.07%) jQuery
7 3 (1.07%) MDX
8 2 (0.71%) AngularJS
8 2 (0.71%) D3.js
8 2 (0.71%) EDI
8 2 (0.71%) SAML
9 1 (0.36%) Middleware
Miscellaneous
1 55 (19.64%) iPad
2 36 (12.86%) Analytical Skills
3 12 (4.29%) Clustering
4 8 (2.86%) Replication
5 5 (1.79%) Management Information System
6 3 (1.07%) Computer Science
6 3 (1.07%) iSeries
6 3 (1.07%) Mainframe
6 3 (1.07%) VSAM
7 2 (0.71%) Algorithms
7 2 (0.71%) Credit Risk
7 2 (0.71%) Data Centre
8 1 (0.36%) Internet of Things
8 1 (0.36%) iPhone
8 1 (0.36%) Smartphone
8 1 (0.36%) User Experience
Operating Systems
1 12 (4.29%) Windows
2 4 (1.43%) Linux
2 4 (1.43%) Windows 10
3 3 (1.07%) Unix
Processes & Methodologies
1 192 (68.57%) Business Intelligence
2 69 (24.64%) Agile Software Development
3 54 (19.29%) Data Modelling
4 30 (10.71%) Analytics
4 30 (10.71%) E-Commerce
5 28 (10.00%) Data Analysis
6 27 (9.64%) Migration
7 26 (9.29%) Data Management
8 24 (8.57%) Kimball Methodology
8 24 (8.57%) Visualisation
9 23 (8.21%) Performance Tuning
9 23 (8.21%) Requirements Analysis
10 22 (7.86%) Data Protection
11 20 (7.14%) Data Integration
11 20 (7.14%) Data Visualisation
12 19 (6.79%) Data Migration
12 19 (6.79%) Disaster Recovery
13 16 (5.71%) ETL Development
14 14 (5.00%) Data Transformation
14 14 (5.00%) ITIL
Programming Languages
1 235 (83.93%) SQL
2 120 (42.86%) T-SQL
3 48 (17.14%) VBA
4 31 (11.07%) C#
5 22 (7.86%) JavaScript
6 19 (6.79%) ANSI SQL
7 18 (6.43%) Java
8 14 (5.00%) PL/SQL
9 12 (4.29%) Python
10 11 (3.93%) PowerShell
11 9 (3.21%) PHP
11 9 (3.21%) VB.NET
12 8 (2.86%) C++
13 5 (1.79%) Bash Shell
14 4 (1.43%) Perl
14 4 (1.43%) Ruby
15 3 (1.07%) COBOL
15 3 (1.07%) JCL
15 3 (1.07%) VB
15 3 (1.07%) VBScript
Qualifications
1 4 (1.43%) Degree
1 4 (1.43%) Microsoft Certification
Quality Assurance & Compliance
1 28 (10.00%) Data Quality
2 14 (5.00%) QA
3 2 (0.71%) IFRS
3 2 (0.71%) IFRS 9
System Software
1 1 (0.36%) Docker
Vendors
1 102 (36.43%) Microsoft
2 52 (18.57%) Oracle
3 40 (14.29%) Tableau
4 21 (7.50%) Google
5 18 (6.43%) Talend
6 14 (5.00%) IBM
7 13 (4.64%) Cognos
8 12 (4.29%) Teradata
9 10 (3.57%) Informatica
10 5 (1.79%) HP
10 5 (1.79%) JD Edwards
11 3 (1.07%) Alteryx
11 3 (1.07%) Cognizant
11 3 (1.07%) Netezza
11 3 (1.07%) SAP
11 3 (1.07%) Vertica
12 2 (0.71%) Cloudera
12 2 (0.71%) MicroStrategy
12 2 (0.71%) Pegasus
12 2 (0.71%) TIBCO
Chester, Cheshire
Recann
Salary: £35000 - £42000 per annum + Bonus, Pension, Benefits
Posted: 2 days ago
Manchester, Lancashire
Oscar
Salary: £35000 - £40000 per annum + Bonus and Benefits
Posted: Yesterday
Liverpool
Foresight Solutions
Salary: £0 - £45,000 per year
Posted: 2 days ago
Salford, Lancashire
Maclean Moore Consulting
Salary: From £30,000 to £35,000 per annum
Posted: Yesterday
Chester, Cheshire
Asset Resourcing Ltd
Salary: £30000 - £45000 per annum + bonus + benefits
Posted: 2 days ago
St. Helens, Merseyside
Opus IT Consulting
Salary: £30000 - £35000 per annum + Additional Benefits + Bonus
Posted: 3 days ago
Manchester
Computer Futures
Salary: £50000 - £60000 per annum + competitive
Posted: Yesterday
Greater Manchester
Monarch Recruitment
Salary: £35000 - £45000 per annum
Posted: 4 days ago
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £32,000 to £36,000 per annum plus excellent benefits package
Posted: 4 days ago
Chester, Cheshire
Jagger Talent
Salary: From £45,000 to £45,000 per annum 45K + Bonus + Benefits + Pension
Posted: 3 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £35000 - £42000 per annum + Benefits
Posted: 3 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £40000 per annum + Benefits
Posted: 3 days ago
Stockport, Cheshire
Adria Solutions Ltd
Salary: £30000 - £35000 per annum + Benefits
Posted: 5 days ago
Warrington, Cheshire
Actis Recruitment.
Salary: From £35,000 to £45,000 per annum + bonus + benefits
Posted: 4 days ago
Stockport, Cheshire
Net Recruit.co.uk Ltd
Salary: Up to £40,000 DOE
Posted: 5 days ago
Stockport, Cheshire
Adria Solutions Ltd
Salary: £30000 - £35000 per annum + Benefits
Posted: 5 days ago
Lancashire
Robert Walters UK
Posted: 9 days ago
Salford, Lancashire
onezeero.
Posted: 3 days ago
Manchester
Energize Recruitment Solutions Ltd
Salary: £40000 - £45000 per annum
Posted: 12 days ago
Macclesfield, Cheshire
Rullion
Salary: £45000 - £50000 per annum + extensive benefits
Posted: 4 days ago
Manchester
Computer Futures
Salary: competitive
Posted: 11 days ago
Stockport, Cheshire
Adria Solutions Ltd
Salary: £30000 - £34000 per annum + Benefits
Posted: 5 days ago
Cheshire
Sanderson
Posted: 10 days ago
Salford, Manchester
Recruitment Genius
Posted: 10 days ago
Manchester
Recruitment Genius Ltd
Salary: £33000 - £38000 per annum
Posted: 11 days ago
Manchester, Lancashire
Peninsula
Salary: £0 - 40k per year
Posted: 16 days ago
Chester, Cheshire
Searchability
Salary: £50000 - £65000 per annum + benefits
Posted: 4 days ago
Manchester
Venturi
Salary: £40000 - £45000 per annum + company benefits
Posted: 24 days ago
London or Knutsford
Cognizant
Salary: Market Salary
Posted: 25 days ago