The following table provides summary statistics for permanent job vacancies advertised in Warrington with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 26 April 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Cheshire / Warrington
3 months to
26 Apr 2017
Same period 2016 Same period 2015
Rank 39 39 41
Rank change year-on-year 0 +2  
Permanent jobs citing ETL 10 9 21
As % of all permanent IT jobs advertised in Warrington 3.14% 2.87% 4.44%
As % of the Processes & Methodologies category 3.55% 3.07% 4.87%
Number of salaries quoted 9 9 19
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% -  
90% offered a salary of more than £34,500 £40,000 £30,000
10% offered a salary of more than £57,000 £52,500 £48,000
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Warrington with a requirement for process and methodology skills.

Process & Methodology Skills
Warrington
Permanent job vacancies with a requirement for process and methodology skills 282 293 431
As % of all permanent IT job vacancies advertised in Warrington 88.68% 93.31% 91.12%
Number of salaries quoted 234 242 338
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £29,000 £25,700 £25,000
10% offered a salary of more than £62,500 £60,000 £55,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in Warrington

The job posting trend of jobs advertised in Warrington citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Warrington

ETL
Salary Trend in Warrington

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in Warrington.

Salary trend for ETL in Warrington

ETL
Salary Histogram in Warrington

The salary distribution of IT jobs citing ETL in Warrington over the 3 months to 26 April 2017.

Salary histogram for ETL in Warrington

For the 6 months to 26 April 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 Warrington region with a requirement for ETL.

1 14 (100.00%) Business Intelligence
2 13 (92.86%) SQL
2 13 (92.86%) SQL Server Reporting Services
2 13 (92.86%) SQL Server Integration Services
3 12 (85.71%) Data Warehouse
4 9 (64.29%) SQL Server Analysis Services
5 8 (57.14%) Analytics
6 7 (50.00%) Data Modelling
7 6 (42.86%) SQL Server
7 6 (42.86%) Kimball Methodology
8 5 (35.71%) Enterprise Data Warehouse
8 5 (35.71%) Microsoft
8 5 (35.71%) Data Management
9 4 (28.57%) Dynamics NAV
9 4 (28.57%) T-SQL
9 4 (28.57%) Power BI
9 4 (28.57%) Big Data
9 4 (28.57%) Data Analytics
9 4 (28.57%) SQL Server 2012
9 4 (28.57%) Predictive Analytics
10 3 (21.43%) Finance
11 2 (14.29%) Workflow
11 2 (14.29%) Business Analysis
11 2 (14.29%) Ruby
11 2 (14.29%) Dynamics CRM
11 2 (14.29%) JavaScript
11 2 (14.29%) Perl
11 2 (14.29%) Python
11 2 (14.29%) Microsoft Excel
11 2 (14.29%) CRM

ETL
Co-occurring IT Skills in Warrington 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:

Applications
1 2 (14.29%) Microsoft Excel
Business Applications
1 4 (28.57%) Dynamics NAV
2 2 (14.29%) Dynamics CRM
Cloud Services
1 2 (14.29%) Microsoft Azure
Database & Business Intelligence
1 13 (92.86%) SQL Server Integration Services
1 13 (92.86%) SQL Server Reporting Services
2 12 (85.71%) Data Warehouse
3 9 (64.29%) SQL Server Analysis Services
4 6 (42.86%) SQL Server
5 5 (35.71%) Enterprise Data Warehouse
6 4 (28.57%) Big Data
6 4 (28.57%) Power BI
6 4 (28.57%) SQL Server 2012
7 2 (14.29%) QlikView
8 1 (7.14%) Relational Database
8 1 (7.14%) Star Schema
General
1 3 (21.43%) Finance
Job Titles
1 8 (57.14%) Analyst
1 8 (57.14%) Business Intelligence Analyst
2 4 (28.57%) SQL Analyst
3 3 (21.43%) Business Intelligence Developer
3 3 (21.43%) Developer
4 2 (14.29%) Architect
4 2 (14.29%) Data Architect
4 2 (14.29%) Data Warehouse Architect
4 2 (14.29%) SQL Server Analyst
5 1 (7.14%) Analyst Developer
5 1 (7.14%) Business Intelligence Manager
5 1 (7.14%) Business Manager
5 1 (7.14%) Designer
5 1 (7.14%) Solutions Designer
5 1 (7.14%) SQL BI Developer
5 1 (7.14%) SQL Developer
5 1 (7.14%) SSRS Analyst
5 1 (7.14%) SSRS Developer
Miscellaneous
1 2 (14.29%) Analytical Skills
Processes & Methodologies
1 14 (100.00%) Business Intelligence
2 8 (57.14%) Analytics
3 7 (50.00%) Data Modelling
4 6 (42.86%) Kimball Methodology
5 5 (35.71%) Data Management
6 4 (28.57%) Data Analytics
6 4 (28.57%) Predictive Analytics
7 2 (14.29%) Business Analysis
7 2 (14.29%) CRM
7 2 (14.29%) Data Conversion
7 2 (14.29%) Data Integration
7 2 (14.29%) Mathematics
7 2 (14.29%) Use Case
7 2 (14.29%) Workflow
7 2 (14.29%) Workflow Analysis
8 1 (7.14%) Disaster Recovery
8 1 (7.14%) Information Management
8 1 (7.14%) IT Strategy
8 1 (7.14%) Systems Analysis
8 1 (7.14%) Target Operating Model
Programming Languages
1 13 (92.86%) SQL
2 4 (28.57%) T-SQL
3 2 (14.29%) JavaScript
3 2 (14.29%) Perl
3 2 (14.29%) Python
3 2 (14.29%) R
3 2 (14.29%) Ruby
4 1 (7.14%) VBA
Qualifications
1 2 (14.29%) Degree
Vendors
1 5 (35.71%) Microsoft
2 2 (14.29%) Alteryx
2 2 (14.29%) Tableau
Warrington, Cheshire
Oscar
Salary: £35000 - £45000 per annum + Benefits
Posted: Yesterday
Warrington
Energize Recruitment Solutions Ltd
Salary: £30000 - £45000 per annum
Posted: 7 days ago
Warrington
Robert Walters UK
Salary: £40000 - £50000 per annum
Posted: 23 days ago