Period
to 18 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Warwickshire 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 18 February 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands > Warwickshire
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 80 90 71
Rank change year-on-year +10 -19 +20
Permanent jobs citing ETL 18 14 55
As % of all permanent IT jobs advertised in Warwickshire 1.53% 1.22% 3.71%
As % of the Processes & Methodologies category 1.75% 1.35% 4.07%
Number of salaries quoted 17 13 42
Warwickshire median annual salary £45,000 £40,000 £46,750
Median salary % change year-on-year +12.50% -14.44% +10.00%
10th Percentile £34,250 £34,350 £34,600
90th Percentile £65,000 £44,250 £61,250
West Midlands median annual salary £50,000 £42,500 £42,500
% change year-on-year +17.65% - -

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Warwickshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Warwickshire
Permanent vacancies with a requirement for process or methodology skills 1,027 1,035 1,353
As % of all permanent IT jobs advertised in Warwickshire 87.33% 90.24% 91.36%
Number of salaries quoted 862 827 1,090
Warwickshire median annual salary £38,500 £40,000 £42,500
Median salary % change year-on-year -3.75% -5.88% +6.25%
10th Percentile £23,750 £23,750 £25,000
90th Percentile £62,500 £60,300 £62,500
West Midlands median annual salary £42,000 £40,500 £42,500
% change year-on-year +3.70% -4.71% +6.25%

ETL
Job Vacancy Trend in Warwickshire

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

Job vacancy trend for ETL in Warwickshire

ETL
Salary Trend in Warwickshire

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

Salary trend for ETL in Warwickshire

ETL
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing ETL in Warwickshire over the 6 months to 18 February 2018.

Salary histogram for ETL in Warwickshire

ETL
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Warwickshire region over the 6 months to 18 February 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Warwick +22 7 £60,000 +41.18%
Stratford-upon-Avon -8 2 £45,000 +5.88%
Leamington Spa +2 1 £37,500 -16.67% 1
ETL
West Midlands

For the 6 months to 18 February 2018, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Warwickshire region with a requirement for ETL.

1 14 (77.78%) Business Intelligence
2 13 (72.22%) BusinessObjects
3 9 (50.00%) SQL
3 9 (50.00%) Data Warehouse
3 9 (50.00%) Migration
3 9 (50.00%) Data Migration
4 7 (38.89%) QlikView
4 7 (38.89%) Analytics
4 7 (38.89%) Management Information System
4 7 (38.89%) Data Strategy
5 6 (33.33%) Data Analytics
5 6 (33.33%) Data Lake
5 6 (33.33%) Analytical Skills
5 6 (33.33%) Data Structures
5 6 (33.33%) Data Management
5 6 (33.33%) SQL Server Integration Services
5 6 (33.33%) Tableau
5 6 (33.33%) Dimensional Modelling
5 6 (33.33%) Data Architecture
6 4 (22.22%) ITIL
6 4 (22.22%) SQL Server
7 3 (16.67%) Oracle
7 3 (16.67%) Data Modelling
7 3 (16.67%) Cognos
7 3 (16.67%) Microsoft
7 3 (16.67%) SQL Server Reporting Services
7 3 (16.67%) Finance
8 2 (11.11%) Agile Software Development
8 2 (11.11%) Degree
8 2 (11.11%) Waterfall

ETL
Co-occurring IT Skills in Warwickshire 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 1 (5.56%) Microsoft Excel
Database & Business Intelligence
1 13 (72.22%) BusinessObjects
2 9 (50.00%) Data Warehouse
3 7 (38.89%) QlikView
4 6 (33.33%) Data Lake
4 6 (33.33%) SQL Server Integration Services
5 4 (22.22%) SQL Server
6 3 (16.67%) SQL Server Reporting Services
7 1 (5.56%) BODI
7 1 (5.56%) BusinessObjects Business Intelligence
7 1 (5.56%) BusinessObjects Web Intelligence
7 1 (5.56%) Crystal Reports
7 1 (5.56%) MS Access
7 1 (5.56%) Oracle Reports
7 1 (5.56%) Power BI
7 1 (5.56%) RDBMS
7 1 (5.56%) Relational Database
7 1 (5.56%) SAP BW
7 1 (5.56%) SAP Data Services
7 1 (5.56%) SAP HANA
7 1 (5.56%) SQL Server Analysis Services
General
1 3 (16.67%) Finance
2 1 (5.56%) Advertising
Job Titles
1 10 (55.56%) Developer
2 6 (33.33%) Architect
2 6 (33.33%) Data Architect
3 3 (16.67%) Business Intelligence Developer
4 2 (11.11%) Analyst
4 2 (11.11%) Business Developer
4 2 (11.11%) Lead Developer
4 2 (11.11%) SAP Developer
4 2 (11.11%) Senior Developer
5 1 (5.56%) Business Intelligence Analyst
5 1 (5.56%) Business Intelligence Lead
5 1 (5.56%) Business Systems Analyst
5 1 (5.56%) Data Analyst
5 1 (5.56%) Data Migration Developer
5 1 (5.56%) SAP BI Developer
5 1 (5.56%) SAP BusinessObjects (BO) Developer
5 1 (5.56%) SQL Developer
5 1 (5.56%) SSAS Developer
5 1 (5.56%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (5.56%) .NET
1 1 (5.56%) XML
Miscellaneous
1 7 (38.89%) Management Information System
2 6 (33.33%) Analytical Skills
2 6 (33.33%) Data Structures
3 2 (11.11%) Computer Science
Processes & Methodologies
1 14 (77.78%) Business Intelligence
2 9 (50.00%) Data Migration
2 9 (50.00%) Migration
3 7 (38.89%) Analytics
3 7 (38.89%) Data Strategy
4 6 (33.33%) Data Analytics
4 6 (33.33%) Data Architecture
4 6 (33.33%) Data Management
4 6 (33.33%) Dimensional Modelling
5 4 (22.22%) ITIL
6 3 (16.67%) Data Modelling
7 2 (11.11%) Agile Software Development
7 2 (11.11%) High Availability
7 2 (11.11%) OO
7 2 (11.11%) OOP
7 2 (11.11%) Waterfall
8 1 (5.56%) Business Analysis
8 1 (5.56%) Data Analysis
8 1 (5.56%) Document Management
8 1 (5.56%) Stakeholder Management
Programming Languages
1 9 (50.00%) SQL
2 2 (11.11%) Java
3 1 (5.56%) C#
3 1 (5.56%) PL/SQL
Qualifications
1 2 (11.11%) Degree
2 1 (5.56%) Computer Science Degree
Quality Assurance & Compliance
1 1 (5.56%) Data Quality
Vendors
1 6 (33.33%) Tableau
2 3 (16.67%) Cognos
2 3 (16.67%) Microsoft
2 3 (16.67%) Oracle
3 2 (11.11%) Guidewire
3 2 (11.11%) SAP