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 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 158 105 140
Rank change year-on-year
-53 +35
Permanent jobs citing ETL 106 156 139
As % of all permanent IT jobs located in the North West 1.70% 2.53% 1.85%
As % of the Processes & Methodologies category 1.93% 2.89% 2.14%
Number of salaries quoted 97 139 131
Median salary £40,000 £40,000 £42,500
Median salary % change year-on-year
- -5.88%
90% offered a salary of more than £32,500 £30,500 £31,000
10% offered a salary of more than £50,000 £50,000 £50,000
UK excluding London median 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
5505 5404 6509
As % of all permanent IT jobs located in the North West 88.18% 87.77% 86.73%
Number of salaries quoted 4622 4442 5578
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £29,746 £28,000 £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 3 December 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 median salaries quoted in IT jobs citing ETL within the North West region over the 3 months to 3 December 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
(Click see detailed
statistics and trends)
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 0 73 £37,500 -11.76% 20
Cheshire -40 19 £42,500 +13.33% 8
Lancashire 0 9 £40,000 +31.32% 3
Merseyside -18 6 £37,500 - 3
ETL
England

ETL
Top 30 Related IT Skills in the North West

For the 6 months to 3 December 2016, 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.

1 236 (82.23%) SQL
2 190 (66.20%) Business Intelligence
3 187 (65.16%) SQL Server
4 160 (55.75%) SQL Server Integration Services
5 156 (54.36%) Data Warehouse
6 155 (54.01%) SQL Server Reporting Services
7 123 (42.86%) Microsoft
8 104 (36.24%) T-SQL
9 94 (32.75%) SQL Server Analysis Services
10 86 (29.97%) MS Excel
11 77 (26.83%) Agile Software Development
12 63 (21.95%) Finance
13 59 (20.56%) Oracle
14 56 (19.51%) SQL Server 2008
15 55 (19.16%) Analytical Skills
16 54 (18.82%) .NET
17 53 (18.47%) Data Modelling
18 51 (17.77%) VBA
19 49 (17.07%) Relational Database
20 45 (15.68%) Analytics
21 39 (13.59%) SQL Server 2012
21 39 (13.59%) Data Integration
22 38 (13.24%) Kimball Methodology
23 36 (12.54%) MySQL
24 33 (11.50%) Big Data
25 31 (10.80%) C#
25 31 (10.80%) iPad
26 30 (10.45%) Data Management
27 29 (10.10%) Data Quality
27 29 (10.10%) Performance Tuning

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 26 (9.06%) SharePoint
2 6 (2.09%) CICS
2 6 (2.09%) SAS
3 5 (1.74%) BizTalk Server
4 3 (1.05%) Elasticsearch
5 2 (0.70%) IIS
6 1 (0.35%) NetWeaver
Applications
1 86 (29.97%) MS Excel
2 26 (9.06%) MS Office
3 4 (1.39%) MS Visio
3 4 (1.39%) SPSS
4 1 (0.35%) MS PowerPoint
4 1 (0.35%) Spreadsheet
Business Applications
1 6 (2.09%) Cognos Business Intelligence
2 4 (1.39%) Dynamics CRM
3 3 (1.05%) Dynamics AX
4 2 (0.70%) Salesforce.com CRM
5 1 (0.35%) Dynamics NAV
5 1 (0.35%) Oracle EBS
5 1 (0.35%) Oracle ERP
5 1 (0.35%) Oracle Financials
5 1 (0.35%) SAP CRM
Cloud Services
1 23 (8.01%) Amazon AWS
2 15 (5.23%) Microsoft Azure
3 9 (3.14%) Amazon EC2
4 4 (1.39%) Google Analytics
5 3 (1.05%) Office 365
6 2 (0.70%) SaaS
Communications & Networking
1 3 (1.05%) Firewall
2 1 (0.35%) DSL
2 1 (0.35%) HTTP
2 1 (0.35%) Network Security
2 1 (0.35%) SAN
Database & Business Intelligence
1 187 (65.16%) SQL Server
2 160 (55.75%) SQL Server Integration Services
3 156 (54.36%) Data Warehouse
4 155 (54.01%) SQL Server Reporting Services
5 94 (32.75%) SQL Server Analysis Services
6 56 (19.51%) SQL Server 2008
7 49 (17.07%) Relational Database
8 39 (13.59%) SQL Server 2012
9 36 (12.54%) MySQL
10 33 (11.50%) Big Data
11 27 (9.41%) QlikView
12 26 (9.06%) RDBMS
13 22 (7.67%) Data Mining
13 22 (7.67%) Power BI
14 20 (6.97%) SQL Server 2014
15 18 (6.27%) OLAP
16 17 (5.92%) MongoDB
16 17 (5.92%) Oracle ODI
17 16 (5.57%) OLAP Cube
17 16 (5.57%) Oracle BI EE
Development Applications
1 18 (6.27%) Talend Open Studio
2 15 (5.23%) Visual Studio
3 8 (2.79%) Team Foundation Server
4 7 (2.44%) NUnit
5 5 (1.74%) MSTest
6 4 (1.39%) Eclipse
7 2 (0.70%) ERwin
7 2 (0.70%) Git (software)
7 2 (0.70%) Octopus Deploy
7 2 (0.70%) SQL Server Management Studio (SSMS)
8 1 (0.35%) Selenium
8 1 (0.35%) SoapUI
8 1 (0.35%) WebDriver
General
1 63 (21.95%) Finance
2 23 (8.01%) Banking
3 21 (7.32%) Legal
4 20 (6.97%) Retail
5 17 (5.92%) Billing
6 12 (4.18%) Manufacturing
7 4 (1.39%) Advertising
7 4 (1.39%) Law
7 4 (1.39%) Retail Banking
8 3 (1.05%) Marketing
9 2 (0.70%) Financial Institution
9 2 (0.70%) Investment Banking
10 1 (0.35%) Games
10 1 (0.35%) Publishing
Job Titles
1 160 (55.75%) Developer
2 71 (24.74%) Business Intelligence Developer
3 60 (20.91%) SQL Developer
4 42 (14.63%) Analyst
5 32 (11.15%) DBA
5 32 (11.15%) SQL DBA
6 23 (8.01%) SSIS Developer
7 22 (7.67%) Business Intelligence Analyst
8 19 (6.62%) SSRS Developer
9 18 (6.27%) Architect
9 18 (6.27%) ETL Developer
10 17 (5.92%) Data Warehouse Developer
11 16 (5.57%) QlikView Developer
12 14 (4.88%) SQL BI Developer
13 13 (4.53%) Data Architect
14 12 (4.18%) Business Intelligence Architect
14 12 (4.18%) ETL Architect
14 12 (4.18%) Oracle Developer
14 12 (4.18%) SQL Server Developer
15 11 (3.83%) Database Developer
Libraries, Frameworks & Software Standards
1 54 (18.82%) .NET
2 26 (9.06%) XML
3 24 (8.36%) ASP.NET
4 9 (3.14%) Web Services
5 8 (2.79%) .NET Framework
6 7 (2.44%) WCF
7 6 (2.09%) MDX
8 5 (1.74%) LINQ
8 5 (1.74%) WF
8 5 (1.74%) WPF
9 4 (1.39%) ASP.NET MVC
9 4 (1.39%) WinForms
10 2 (0.70%) ASP.NET Web Forms
10 2 (0.70%) CSS
10 2 (0.70%) EDI
10 2 (0.70%) HTML
10 2 (0.70%) jQuery
10 2 (0.70%) Middleware
10 2 (0.70%) WSDL
10 2 (0.70%) WSE
Miscellaneous
1 55 (19.16%) Analytical Skills
2 39 (13.59%) Data Integration
3 31 (10.80%) iPad
4 25 (8.71%) Visualisation
5 11 (3.83%) Replication
6 10 (3.48%) Data Extraction
7 9 (3.14%) Clustering
7 9 (3.14%) Management Information System
8 8 (2.79%) Statistics
9 6 (2.09%) Mainframe
9 6 (2.09%) VSAM
10 5 (1.74%) Credit Risk
10 5 (1.74%) Life Science
11 4 (1.39%) Computer Science
11 4 (1.39%) Reference Data
12 3 (1.05%) Data Structures
12 3 (1.05%) Private Cloud
13 2 (0.70%) iSeries
14 1 (0.35%) Enterprise Cloud
14 1 (0.35%) iPhone
Operating Systems
1 14 (4.88%) Windows
2 4 (1.39%) Windows 10
3 3 (1.05%) Linux
3 3 (1.05%) Unix
4 1 (0.35%) Windows 7
4 1 (0.35%) Windows Server
Processes & Methodologies
1 190 (66.20%) Business Intelligence
2 77 (26.83%) Agile Software Development
3 53 (18.47%) Data Modelling
4 45 (15.68%) Analytics
5 38 (13.24%) Kimball Methodology
6 30 (10.45%) Data Management
7 29 (10.10%) Performance Tuning
8 25 (8.71%) Data Analysis
9 21 (7.32%) Data Visualisation
10 19 (6.62%) Migration
11 18 (6.27%) Data Transformation
12 17 (5.92%) Mentoring
12 17 (5.92%) Unit Testing
13 16 (5.57%) Business Analysis
13 16 (5.57%) E-Commerce
13 16 (5.57%) SDLC
14 15 (5.23%) Customer Insight
15 14 (4.88%) Data Migration
15 14 (4.88%) High Availability
16 13 (4.53%) Business Analytics
Programming Languages
1 236 (82.23%) SQL
2 104 (36.24%) T-SQL
3 51 (17.77%) VBA
4 31 (10.80%) C#
5 22 (7.67%) PL/SQL
6 16 (5.57%) Java
7 15 (5.23%) PowerShell
7 15 (5.23%) Python
8 10 (3.48%) Bash Shell
8 10 (3.48%) VB
9 9 (3.14%) Perl
9 9 (3.14%) Ruby
10 8 (2.79%) VB.NET
11 6 (2.09%) COBOL
11 6 (2.09%) JCL
12 5 (1.74%) C++
12 5 (1.74%) PHP
13 3 (1.05%) JavaScript
13 3 (1.05%) Shell Script
13 3 (1.05%) VBScript
Qualifications
1 10 (3.48%) Microsoft Certification
2 3 (1.05%) Degree
3 2 (0.70%) MBA
3 2 (0.70%) PMI Certification
3 2 (0.70%) PMP
3 2 (0.70%) PRINCE2 Certification
3 2 (0.70%) SC Cleared
3 2 (0.70%) Security Cleared
4 1 (0.35%) Oracle Certification
4 1 (0.35%) PhD
Quality Assurance & Compliance
1 29 (10.10%) Data Quality
2 15 (5.23%) QA
3 1 (0.35%) SLA
Systems Management
1 6 (2.09%) Control-M
Vendors
1 123 (42.86%) Microsoft
2 59 (20.56%) Oracle
3 21 (7.32%) Informatica
4 20 (6.97%) Teradata
5 19 (6.62%) Cognos
5 19 (6.62%) Tableau
6 18 (6.27%) Talend
7 14 (4.88%) IBM
8 11 (3.83%) Ab Initio
8 11 (3.83%) HP
8 11 (3.83%) SAP
9 7 (2.44%) Cognizant
9 7 (2.44%) Netezza
10 5 (1.74%) Hyperion
10 5 (1.74%) Salesforce.com
11 4 (1.39%) GoldenSource
11 4 (1.39%) Google
11 4 (1.39%) Vertica
12 3 (1.05%) JD Edwards
13 2 (0.70%) Pegasus
Manchester
Energize Recruitment Solutions Ltd
Salary: £40000 - £45000 per annum
Posted: Yesterday
Stockport, Cheshire
Applause IT Innovation
Salary: £28000 - £36000 per annum + bens
Posted: 23 hours ago
Manchester, Lancashire
Oscar
Salary: £40000 - £50000 per annum + Good Bonus and Benefits
Posted: 19 hours ago
Stockport
Computer Futures
Salary: £40000 per annum + Competitive and excellent benefits
Posted: 2 days ago
Wilmslow, Cheshire
Resource Management
Salary: £35000 - £45000 per annum + bonus + benefits
Posted: 19 hours ago
LIVERPOOL
Foresight Solutions
Salary: £0 - £45,000 per year
Posted: 2 days ago
Chorley
Foresight Solutions
Salary: £0 - £55,000 per year
Posted: 2 days ago
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £35,000 to £50,000 per annum plus excellent benefits package
Posted: 2 days ago
Greater Manchester
ANSON MCCADE
Salary: £75,000 - £95,000
Posted: Yesterday
Warrington, Cheshire
Actis Recruitment.
Salary: From £30,000 to £35,000 per annum + bonus + bens
Posted: 3 days ago
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £40,000 to £60,000 per annum plus excellent benefits package
Posted: 3 days ago
Merseyside
Clearwater People Solutions
Salary: £27000 - £33000 Per Annum benefits
Posted: 3 days ago
Manchester, Lancashire
Hotfoot Recruitment
Salary: Up to £55,000 per annum
Posted: 3 days ago
Greater Manchester
Rutherford Grant
Salary: £40000.00 - £45000.00 per annum + bonus and benefits
Posted: 8 days ago
Warrington
Robert Walters UK
Salary: £35000 - £40000 per annum
Posted: 15 days ago
Wilmslow, Cheshire
Resource Management
Salary: £47530 - £71296 per annum
Posted: 2 days ago
Greater Manchester
ANSON MCCADE
Salary: £40,000-£60,000
Posted: 4 days ago
Cheshire
Searchability
Salary: £400 - £600 per day
Posted: 3 days ago
Stockport
Adria Solutions Ltd
Salary: £28000 - £30000 per annum + Benefits
Posted: 12 days ago
Manchester
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: 21 days ago
Manchester
Centrica
Salary: Competitive plus benifits
Posted: 10 days ago