Period
to 22 November 2017

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 22 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands > Warwickshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 73 83 88
Rank change year-on-year +10 +5 -18
Permanent jobs citing ETL 40 28 25
As % of all permanent IT jobs advertised in Warwickshire 3.14% 2.37% 1.80%
As % of the Processes & Methodologies category 3.51% 2.59% 2.00%
Number of salaries quoted 39 16 25
Warwickshire median annual salary £37,500 £40,000 £40,000
Median salary % change year-on-year -6.25% - +6.67%
10th Percentile £25,250 £37,125 £22,500
90th Percentile £46,100 £43,750 £61,500
West Midlands median annual salary £45,000 £40,500 £41,500
% change year-on-year +11.11% -2.41% -1.19%

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 1139 1082 1250
As % of all permanent IT jobs advertised in Warwickshire 89.33% 91.69% 89.86%
Number of salaries quoted 1032 831 1103
Warwickshire median annual salary £38,500 £38,500 £39,000
Median salary % change year-on-year - -1.28% -2.50%
10th Percentile £23,750 £22,750 £22,500
90th Percentile £61,250 £58,750 £60,000
West Midlands median annual salary £40,000 £40,000 £40,000

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 22 November 2017.

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 22 November 2017. 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
Leamington Spa -5 8 £25,000 -47.37%
Stratford-upon-Avon -4 7 £43,000 +1.18%
Warwick +11 4 £37,500 -
ETL
West Midlands

For the 6 months to 22 November 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 Warwickshire region with a requirement for ETL.

1 34 (85.00%) SQL
1 34 (85.00%) SQL Server Integration Services
2 31 (77.50%) Business Intelligence
3 24 (60.00%) SQL Server
4 20 (50.00%) Data Warehouse
5 13 (32.50%) BusinessObjects
5 13 (32.50%) SQL Server Reporting Services
5 13 (32.50%) Cognos
5 13 (32.50%) Analytics
6 11 (27.50%) Power BI
6 11 (27.50%) IBM
6 11 (27.50%) DataStage
7 10 (25.00%) SPSS
7 10 (25.00%) SAP
7 10 (25.00%) Machine Learning
7 10 (25.00%) Azure Machine Learning
7 10 (25.00%) Azure Data Factory
7 10 (25.00%) Microsoft Azure
8 8 (20.00%) XML
8 8 (20.00%) Finance
9 7 (17.50%) Agile Software Development
9 7 (17.50%) ITIL
9 7 (17.50%) OLAP
9 7 (17.50%) T-SQL
9 7 (17.50%) iPad
9 7 (17.50%) SAP Data Services
10 6 (15.00%) ETL Development
10 6 (15.00%) Data Mapping
10 6 (15.00%) Informatica
10 6 (15.00%) Data Modelling

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 10 (25.00%) SPSS
2 2 (5.00%) Microsoft Excel
Cloud Services
1 10 (25.00%) Azure Data Factory
1 10 (25.00%) Azure Machine Learning
1 10 (25.00%) Microsoft Azure
Database & Business Intelligence
1 34 (85.00%) SQL Server Integration Services
2 24 (60.00%) SQL Server
3 20 (50.00%) Data Warehouse
4 13 (32.50%) BusinessObjects
4 13 (32.50%) SQL Server Reporting Services
5 11 (27.50%) DataStage
5 11 (27.50%) Power BI
6 7 (17.50%) OLAP
6 7 (17.50%) SAP Data Services
7 4 (10.00%) QlikView
7 4 (10.00%) SQL Server 2008
8 3 (7.50%) Hadoop
9 1 (2.50%) BODI
9 1 (2.50%) BusinessObjects Business Intelligence
9 1 (2.50%) BusinessObjects Web Intelligence
9 1 (2.50%) BusinessObjects XI
9 1 (2.50%) IBM InfoSphere
9 1 (2.50%) Relational Database
9 1 (2.50%) SAP HANA
9 1 (2.50%) SQL Server Analysis Services
General
1 8 (20.00%) Finance
2 1 (2.50%) Advertising
Job Titles
1 16 (40.00%) Developer
2 14 (35.00%) Analyst
3 7 (17.50%) Junior
3 7 (17.50%) SQL Analyst
3 7 (17.50%) SSIS Analyst
4 6 (15.00%) Business Intelligence Developer
4 6 (15.00%) Business Intelligence Specialist
4 6 (15.00%) Data Warehouse Specialist
4 6 (15.00%) Database Analyst
5 4 (10.00%) Business Intelligence Analyst
5 4 (10.00%) Consultant
5 4 (10.00%) Data Analyst
5 4 (10.00%) Junior Analyst
6 3 (7.50%) Business Developer
6 3 (7.50%) Business Intelligence Consultant
6 3 (7.50%) Junior Consultant
6 3 (7.50%) Lead Developer
6 3 (7.50%) Senior Developer
7 2 (5.00%) SAP Developer
7 2 (5.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 8 (20.00%) XML
2 1 (2.50%) .NET
Miscellaneous
1 7 (17.50%) iPad
2 2 (5.00%) Analytical Skills
2 2 (5.00%) Computer Science
2 2 (5.00%) Data Structures
3 1 (2.50%) Management Information System
Processes & Methodologies
1 31 (77.50%) Business Intelligence
2 13 (32.50%) Analytics
3 10 (25.00%) Machine Learning
4 7 (17.50%) Agile Software Development
4 7 (17.50%) ITIL
5 6 (15.00%) Data Mapping
5 6 (15.00%) Data Modelling
5 6 (15.00%) ETL Development
6 4 (10.00%) Information Management
6 4 (10.00%) Stakeholder Management
6 4 (10.00%) Visualisation
6 4 (10.00%) Waterfall
7 3 (7.50%) Data Analysis
7 3 (7.50%) Data Migration
7 3 (7.50%) High Availability
7 3 (7.50%) Migration
7 3 (7.50%) Performance Tuning
7 3 (7.50%) Technical Analysis
7 3 (7.50%) User Acceptance Testing
8 2 (5.00%) Continuous Improvement
Programming Languages
1 34 (85.00%) SQL
2 7 (17.50%) T-SQL
3 2 (5.00%) Java
4 1 (2.50%) C#
4 1 (2.50%) PL/SQL
4 1 (2.50%) Python
4 1 (2.50%) R
4 1 (2.50%) VBA
Qualifications
1 2 (5.00%) Degree
2 1 (2.50%) Computer Science Degree
Quality Assurance & Compliance
1 1 (2.50%) Data Quality
Vendors
1 13 (32.50%) Cognos
2 11 (27.50%) IBM
3 10 (25.00%) SAP
4 6 (15.00%) Informatica
5 5 (12.50%) Microsoft
6 3 (7.50%) Oracle
6 3 (7.50%) Zoomdata
7 2 (5.00%) Guidewire
8 1 (2.50%) Tableau