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 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / North West
Rank 120 125 154
Rank change year-on-year
+5 +29
Permanent jobs citing ETL 142 116 102
As % of all permanent IT jobs located in the North West 2.41% 2.13% 1.50%
As % of the Processes & Methodologies category 2.71% 2.43% 1.73%
Number of salaries quoted 127 96 95
Median salary £37,500 £40,000 £42,000
Median salary % change year-on-year
-6.25% -4.76%
90% offered a salary of more than £30,500 £32,449 £31,500
10% offered a salary of more than £48,250 £60,000 £55,000
UK excluding London median salary £45,000 £44,795 £45,000
% change year-on-year
+0.45% -0.45%

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
5239 4766 5884
As % of all permanent IT jobs located in the North West 88.74% 87.59% 86.25%
Number of salaries quoted 4383 3961 5041
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
90% offered a salary of more than £28,000 £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 16 January 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 16 January 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 +31 95 £37,500 -11.76% 21
Cheshire -14 27 £40,000 +6.66% 9
Merseyside -5 16 £30,500 -6.15% 4
Lancashire -7 5 £41,250 +3.12%
ETL
England

ETL
Top 30 Related IT Skills in the North West

For the 6 months to 16 January 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.

1 248 (83.22%) SQL
2 197 (66.11%) Business Intelligence
3 195 (65.44%) SQL Server
4 167 (56.04%) SQL Server Reporting Services
5 166 (55.70%) Data Warehouse
6 153 (51.34%) SQL Server Integration Services
7 117 (39.26%) T-SQL
8 116 (38.93%) Microsoft
9 99 (33.22%) SQL Server Analysis Services
10 81 (27.18%) MS Excel
11 74 (24.83%) Agile Software Development
12 68 (22.82%) Finance
13 59 (19.80%) Data Modelling
14 54 (18.12%) VBA
15 53 (17.79%) .NET
16 52 (17.45%) Oracle
17 48 (16.11%) SQL Server 2008
18 47 (15.77%) Analytical Skills
19 45 (15.10%) Relational Database
20 41 (13.76%) iPad
21 39 (13.09%) Analytics
22 34 (11.41%) SQL Server 2012
23 33 (11.07%) Kimball Methodology
23 33 (11.07%) Data Integration
24 32 (10.74%) Tableau
24 32 (10.74%) MySQL
24 32 (10.74%) C#
25 30 (10.07%) XML
25 30 (10.07%) Data Quality
26 29 (9.73%) Big Data

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 25 (8.39%) SharePoint
2 9 (3.02%) BizTalk Server
3 6 (2.01%) SAS
4 5 (1.68%) CICS
4 5 (1.68%) IIS
5 1 (0.34%) Alfresco
5 1 (0.34%) Confluence
5 1 (0.34%) Elasticsearch
5 1 (0.34%) JBoss
5 1 (0.34%) NetWeaver
5 1 (0.34%) Oracle Workflow
5 1 (0.34%) Tomcat
Applications
1 81 (27.18%) MS Excel
2 20 (6.71%) MS Office
3 4 (1.34%) SPSS
4 3 (1.01%) MS Visio
5 1 (0.34%) MS PowerPoint
5 1 (0.34%) Spreadsheet
Business Applications
1 11 (3.69%) Cognos Business Intelligence
2 3 (1.01%) Dynamics CRM
3 2 (0.67%) Dynamics AX
4 1 (0.34%) Dynamics NAV
4 1 (0.34%) Oracle EBS
4 1 (0.34%) Oracle ERP
4 1 (0.34%) Oracle Financials
4 1 (0.34%) Salesforce.com CRM
4 1 (0.34%) SAP CRM
Cloud Services
1 23 (7.72%) Amazon AWS
2 20 (6.71%) Microsoft Azure
3 7 (2.35%) Amazon EC2
4 3 (1.01%) Cloud Computing
4 3 (1.01%) Google Analytics
4 3 (1.01%) Office 365
5 1 (0.34%) SaaS
Communications & Networking
1 1 (0.34%) Network Security
1 1 (0.34%) SAN
Database & Business Intelligence
1 195 (65.44%) SQL Server
2 167 (56.04%) SQL Server Reporting Services
3 166 (55.70%) Data Warehouse
4 153 (51.34%) SQL Server Integration Services
5 99 (33.22%) SQL Server Analysis Services
6 48 (16.11%) SQL Server 2008
7 45 (15.10%) Relational Database
8 34 (11.41%) SQL Server 2012
9 32 (10.74%) MySQL
10 29 (9.73%) Big Data
11 26 (8.72%) Data Mining
12 25 (8.39%) RDBMS
13 22 (7.38%) QlikView
14 19 (6.38%) SQL Server 2014
15 16 (5.37%) Power BI
16 15 (5.03%) MongoDB
16 15 (5.03%) SQL Server 2005
17 13 (4.36%) OLAP
18 12 (4.03%) Oracle Database
19 11 (3.69%) Amazon Redshift
Development Applications
1 24 (8.05%) Visual Studio
2 18 (6.04%) Talend Open Studio
3 10 (3.36%) NUnit
3 10 (3.36%) Team Foundation Server
4 9 (3.02%) MSTest
5 4 (1.34%) ERwin
5 4 (1.34%) SQL Server Management Studio (SSMS)
6 3 (1.01%) Git (software)
6 3 (1.01%) Octopus Deploy
6 3 (1.01%) Selenium
7 2 (0.67%) Eclipse
7 2 (0.67%) SoapUI
8 1 (0.34%) Ant
8 1 (0.34%) JIRA
8 1 (0.34%) TestRail
8 1 (0.34%) WebDriver
General
1 68 (22.82%) Finance
2 26 (8.72%) Retail
3 20 (6.71%) Banking
3 20 (6.71%) Legal
4 15 (5.03%) Marketing
5 11 (3.69%) Billing
6 6 (2.01%) Manufacturing
7 4 (1.34%) Law
8 3 (1.01%) Retail Banking
9 2 (0.67%) Advertising
Job Titles
1 150 (50.34%) Developer
2 78 (26.17%) SQL Developer
3 62 (20.81%) Analyst
4 51 (17.11%) Business Intelligence Developer
5 40 (13.42%) Business Intelligence Analyst
5 40 (13.42%) DBA
5 40 (13.42%) SQL DBA
6 34 (11.41%) SQL Server Developer
7 22 (7.38%) SSIS Developer
8 21 (7.05%) Architect
8 21 (7.05%) SSRS Developer
9 18 (6.04%) ETL Developer
10 17 (5.70%) Database Developer
11 16 (5.37%) QlikView Developer
12 15 (5.03%) SQL Server DBA
13 14 (4.70%) SQL BI Developer
14 12 (4.03%) Administrator
15 11 (3.69%) C# Developer
15 11 (3.69%) Data Architect
15 11 (3.69%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 53 (17.79%) .NET
2 30 (10.07%) XML
3 17 (5.70%) ASP.NET
4 11 (3.69%) .NET Framework
5 9 (3.02%) LINQ
5 9 (3.02%) WCF
5 9 (3.02%) Web Services
5 9 (3.02%) WF
5 9 (3.02%) WPF
6 5 (1.68%) MDX
7 4 (1.34%) ASP.NET MVC
7 4 (1.34%) WinForms
8 3 (1.01%) CSS
8 3 (1.01%) HTML
8 3 (1.01%) jQuery
9 2 (0.67%) EDI
10 1 (0.34%) JMS
10 1 (0.34%) Middleware
10 1 (0.34%) SAML
10 1 (0.34%) XSLT
Miscellaneous
1 47 (15.77%) Analytical Skills
2 41 (13.76%) iPad
3 33 (11.07%) Data Integration
4 21 (7.05%) Visualisation
5 12 (4.03%) Clustering
6 11 (3.69%) Replication
7 10 (3.36%) Data Extraction
8 8 (2.68%) Statistics
9 7 (2.35%) Management Information System
10 5 (1.68%) Credit Risk
10 5 (1.68%) Mainframe
10 5 (1.68%) VSAM
11 4 (1.34%) Computer Science
12 3 (1.01%) iSeries
12 3 (1.01%) Private Cloud
12 3 (1.01%) Reference Data
13 2 (0.67%) Data Centre
14 1 (0.34%) Algorithms
14 1 (0.34%) Data Conversion
14 1 (0.34%) Enterprise Cloud
Operating Systems
1 13 (4.36%) Windows
2 4 (1.34%) Windows 10
3 3 (1.01%) Linux
3 3 (1.01%) Unix
4 1 (0.34%) Windows Server
Processes & Methodologies
1 197 (66.11%) Business Intelligence
2 74 (24.83%) Agile Software Development
3 59 (19.80%) Data Modelling
4 39 (13.09%) Analytics
5 33 (11.07%) Kimball Methodology
6 28 (9.40%) Data Analysis
6 28 (9.40%) Performance Tuning
7 27 (9.06%) Data Management
8 24 (8.05%) Migration
9 21 (7.05%) E-Commerce
10 20 (6.71%) Data Visualisation
11 18 (6.04%) Disaster Recovery
11 18 (6.04%) SDLC
12 16 (5.37%) Data Migration
12 16 (5.37%) ETL Development
12 16 (5.37%) High Availability
13 15 (5.03%) Data Transformation
13 15 (5.03%) TDD
14 13 (4.36%) DevOps
14 13 (4.36%) ITIL
Programming Languages
1 248 (83.22%) SQL
2 117 (39.26%) T-SQL
3 54 (18.12%) VBA
4 32 (10.74%) C#
5 20 (6.71%) Java
6 16 (5.37%) PL/SQL
6 16 (5.37%) PowerShell
7 14 (4.70%) Python
8 13 (4.36%) JavaScript
9 12 (4.03%) ANSI SQL
10 9 (3.02%) C++
10 9 (3.02%) PHP
10 9 (3.02%) VB
11 8 (2.68%) Bash Shell
11 8 (2.68%) VB.NET
12 7 (2.35%) Perl
12 7 (2.35%) Ruby
13 5 (1.68%) COBOL
13 5 (1.68%) JCL
14 3 (1.01%) R
Qualifications
1 7 (2.35%) Microsoft Certification
2 4 (1.34%) Degree
3 2 (0.67%) MBA
4 1 (0.34%) PhD
4 1 (0.34%) SC Cleared
4 1 (0.34%) Security Cleared
Quality Assurance & Compliance
1 30 (10.07%) Data Quality
2 15 (5.03%) QA
3 1 (0.34%) SLA
Systems Management
1 3 (1.01%) Control-M
Vendors
1 116 (38.93%) Microsoft
2 52 (17.45%) Oracle
3 32 (10.74%) Tableau
4 19 (6.38%) Teradata
5 18 (6.04%) Talend
6 17 (5.70%) Cognos
7 15 (5.03%) IBM
7 15 (5.03%) Informatica
8 12 (4.03%) Google
9 11 (3.69%) HP
10 7 (2.35%) SAP
11 6 (2.01%) Ab Initio
11 6 (2.01%) JD Edwards
12 5 (1.68%) Cognizant
12 5 (1.68%) Hyperion
12 5 (1.68%) Netezza
13 3 (1.01%) GoldenSource
13 3 (1.01%) Salesforce.com
13 3 (1.01%) Vertica
14 2 (0.67%) Pegasus
Chester, Cheshire
Asset Resourcing Ltd
Salary: £30000 - £40000 per annum + bonus + benefits
Posted: 18 hours ago
Wirral, Merseyside
Applause IT Innovation
Salary: £35000 - £42000 per annum + + Benefits
Posted: 7 hours ago
Chester, Cheshire
Jagger Talent
Salary: From £35,000 to £35,000 per annum + Strong Benefits Package
Posted: 4 days ago
Manchester
Energize Recruitment Solutions Ltd
Salary: £40000 - £45000 per annum
Posted: 6 days ago
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £32,000 to £36,000 per annum plus excellent benefits package
Posted: 6 days ago
Manchester, Lancashire
Oxbridge Answers
Salary: c40,000
Posted: 5 days ago
Stockport, Cheshire
Net Recruit.co.uk Ltd
Salary: Negotiable (Dependent on Experience)
Posted: 6 days ago
Stockport, Cheshire
Adria Solutions Ltd
Salary: £30000 - £35000 per annum + Benefits
Posted: 5 days ago
Warrington, Cheshire
Actis Recruitment.
Salary: From £27,000 to £35,000 per annum + bonus + benefits
Posted: 6 days ago
Wilmslow, Cheshire
Resource Management
Salary: £35000 - £45000 per annum + bonus + benefits
Posted: 6 days ago
Bolton
Robert Walters UK
Salary: £35000 - £40000 per annum
Posted: 13 days ago
Manchester, Lancashire
Peninsula
Salary: £0 per year
Posted: 7 days ago
Greater Manchester
ANSON MCCADE
Salary: £80,000-£100,000
Posted: 3 days ago
Stockport
Vivid Resourcing
Salary: £35 - £45 per annum
Posted: 7 days ago
Manchester, Lancashire
Opus IT Consulting
Salary: £50 - £58000 per annum + Car Allowance
Posted: 6 days ago
Manchester, Lancashire
ReThink Recruitment
Posted: 6 days ago
Stockport
Adria Solutions Ltd
Salary: £30000 - £34000 per annum + Benefits
Posted: 11 days ago
Manchester
Robert Walters UK
Salary: £35000 - £40000 per annum
Posted: 27 days ago
Warrington
Robert Walters UK
Salary: £35000 - £40000 per annum
Posted: 27 days ago
Manchester
Hays Specialist Recruitment Ltd
Salary: £32000.00 - £38000.00 per annum + Additional Benefits
Posted: 13 days ago