Period
to 26 July 2017

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 6 months to 26 July 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Cheshire > Warrington
6 months to
26 Jul 2017
Same period 2016 Same period 2015
Rank 55 45 52
Rank change year-on-year -10 +7 +18
Permanent jobs citing ETL 26 29 45
As % of all permanent IT jobs advertised in Warrington 3.87% 5.15% 4.60%
As % of the Processes & Methodologies category 4.33% 5.51% 4.97%
Number of salaries quoted 25 25 40
Warrington median annual salary £40,000 £40,000 £40,000
10th Percentile £35,000 £37,500 £27,500
90th Percentile £57,500 £53,750 £45,500
Cheshire median annual salary £45,000 £40,000 £41,250
% change year-on-year +12.50% -3.03% +7.14%

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 600 526 905
As % of all permanent IT job vacancies advertised in Warrington 89.29% 93.43% 92.54%
Number of salaries quoted 491 442 752
Warrington median annual salary £40,000 £40,000 £40,000
10th Percentile £25,000 £22,500 £26,250
90th Percentile £62,500 £57,500 £57,500
Cheshire median annual salary £40,000 £37,500 £40,000
% change year-on-year +6.67% -6.25% +6.67%

ETL
Job Vacancy Trend in Warrington

Job postings citing ETL as a percentage of all IT jobs advertised in Warrington.

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 6 months to 26 July 2017.

Salary histogram for ETL in Warrington

For the 6 months to 26 July 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 25 (96.15%) SQL Server Reporting Services
2 24 (92.31%) SQL
3 22 (84.62%) SQL Server
3 22 (84.62%) SQL Server Integration Services
4 21 (80.77%) Business Intelligence
5 18 (69.23%) Data Warehouse
6 16 (61.54%) T-SQL
7 15 (57.69%) SQL Server Analysis Services
8 14 (53.85%) Microsoft
9 12 (46.15%) Power BI
10 10 (38.46%) Finance
11 8 (30.77%) Performance Tuning
11 8 (30.77%) Analytics
11 8 (30.77%) Enterprise Data Warehouse
12 7 (26.92%) Data Management
13 6 (23.08%) Replication
13 6 (23.08%) Data Modelling
13 6 (23.08%) Dynamics NAV
13 6 (23.08%) Database Tuning
13 6 (23.08%) High Availability
13 6 (23.08%) Data Analytics
13 6 (23.08%) SQL Server 2012
14 5 (19.23%) Kimball Methodology
14 5 (19.23%) Microsoft Excel
14 5 (19.23%) Disaster Recovery
15 4 (15.38%) Advertising
15 4 (15.38%) CRM
15 4 (15.38%) Tableau
15 4 (15.38%) Team Foundation Server
15 4 (15.38%) Microsoft Azure

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 5 (19.23%) Microsoft Excel
Business Applications
1 6 (23.08%) Dynamics NAV
2 4 (15.38%) Dynamics CRM
Cloud Services
1 4 (15.38%) Microsoft Azure
Database & Business Intelligence
1 25 (96.15%) SQL Server Reporting Services
2 22 (84.62%) SQL Server
2 22 (84.62%) SQL Server Integration Services
3 18 (69.23%) Data Warehouse
4 15 (57.69%) SQL Server Analysis Services
5 12 (46.15%) Power BI
6 8 (30.77%) Enterprise Data Warehouse
7 6 (23.08%) SQL Server 2012
8 4 (15.38%) QlikView
9 3 (11.54%) Azure SQL Data Warehouse
9 3 (11.54%) SQL Server 2014
10 2 (7.69%) Microsoft Analysis Services
10 2 (7.69%) Star Schema
11 1 (3.85%) Relational Database
11 1 (3.85%) SQL Server 2016
Development Applications
1 4 (15.38%) Team Foundation Server
2 1 (3.85%) SQL Server Management Studio (SSMS)
2 1 (3.85%) Visual Studio
General
1 10 (38.46%) Finance
2 4 (15.38%) Advertising
3 2 (7.69%) Banking
Job Titles
1 16 (61.54%) Developer
2 10 (38.46%) Business Intelligence Developer
2 10 (38.46%) SQL Developer
3 8 (30.77%) Analyst
4 7 (26.92%) Business Intelligence Analyst
5 6 (23.08%) SQL Analyst
5 6 (23.08%) SQL BI Developer
6 3 (11.54%) Analyst Developer
6 3 (11.54%) Architect
6 3 (11.54%) Data Architect
6 3 (11.54%) Data Warehouse Architect
6 3 (11.54%) SSRS Analyst
6 3 (11.54%) SSRS Developer
7 2 (7.69%) Data Warehouse Developer
7 2 (7.69%) SQL Server Analyst
8 1 (3.85%) Business Intelligence Manager
8 1 (3.85%) Business Manager
8 1 (3.85%) Designer
8 1 (3.85%) QlikView Developer
8 1 (3.85%) SQL Server Developer
Miscellaneous
1 6 (23.08%) Replication
2 3 (11.54%) Analytical Skills
3 2 (7.69%) Data Structures
Processes & Methodologies
1 21 (80.77%) Business Intelligence
2 8 (30.77%) Analytics
2 8 (30.77%) Performance Tuning
3 7 (26.92%) Data Management
4 6 (23.08%) Data Analytics
4 6 (23.08%) Data Modelling
4 6 (23.08%) Database Tuning
4 6 (23.08%) High Availability
5 5 (19.23%) Disaster Recovery
5 5 (19.23%) Kimball Methodology
6 4 (15.38%) CRM
7 3 (11.54%) Business Analysis
7 3 (11.54%) Data Mapping
7 3 (11.54%) Use Case
7 3 (11.54%) Workflow
7 3 (11.54%) Workflow Analysis
8 2 (7.69%) Data Conversion
8 2 (7.69%) Data Integration
8 2 (7.69%) Mathematics
8 2 (7.69%) TDD
Programming Languages
1 24 (92.31%) SQL
2 16 (61.54%) T-SQL
3 3 (11.54%) JavaScript
3 3 (11.54%) Perl
3 3 (11.54%) Python
3 3 (11.54%) R
3 3 (11.54%) Ruby
3 3 (11.54%) VBA
Qualifications
1 2 (7.69%) Degree
Vendors
1 14 (53.85%) Microsoft
2 4 (15.38%) Alteryx
2 4 (15.38%) Tableau
3 3 (11.54%) Cognos
Warrington, Cheshire
Evolution Recruitment Solutions
Salary: 30,000 - 45,000
Posted: 23 hours ago
Warrington
Energize Recruitment Solutions Ltd
Salary: £35000 - £40000 per annum
Posted: 4 days ago
Warrington
Nigel Frank International
Salary: £35000 - £45000 per annum
Posted: 5 days ago
Warrington
Nigel Frank International
Salary: £35000 - £45000 per annum
Posted: 15 days ago