The following table provides summary statistics for contract job vacancies advertised in Norwich with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Extract, Transform and Load (ETL)
Norfolk / Norwich
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 25 - 17
Rank change year-on-year - 0  
Contract jobs citing ETL 2 0 1
As % of all contract IT jobs advertised in Norwich 1.59% - 1.04%
As % of the Processes & Methodologies category 2.02% - 1.35%
Number of daily rates quoted 2 0 1
Median daily rate £288 - £300
UK excluding London median daily rate £413 £400 £400
% change year-on-year +3.12% -  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £53.50 £20.50 £31.50
% change year-on-year +160.97% -34.92%  

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

Contract Process & Methodology Skills
Norwich
Contract job vacancies with a requirement for process and methodology skills 99 134 74
As % of all contract IT job vacancies advertised in Norwich 78.57% 86.45% 77.08%
Number of daily rates quoted 63 93 55
Median daily rate £450 £425 £398
Median daily rate % change year-on-year +5.88% +6.78%  
90% offered a daily rate of more than £323 £300 £196
10% offered a daily rate of more than £500 £550 £500
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 1 5 5
Median hourly rate £25.00 £22.88 £33.50
Median hourly rate % change year-on-year +9.28% -31.71%  
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

ETL
Job Vacancy Trend in Norwich

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

Job vacancy trend for ETL in Norwich

ETL
Contractor Daily Rate Trend in Norwich

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in Norwich.

Contractor daily rate trend for ETL in Norwich

For the 6 months to 24 June 2017, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Norwich region with a requirement for ETL.

1 5 (100.00%) SQL Server Integration Services
2 4 (80.00%) SQL Server Reporting Services
2 4 (80.00%) SQL
3 3 (60.00%) Business Intelligence
3 3 (60.00%) Microsoft
3 3 (60.00%) QlikView
3 3 (60.00%) Validation
3 3 (60.00%) Data Validation
3 3 (60.00%) User Experience
3 3 (60.00%) Scorecard
3 3 (60.00%) Customer Requirements
4 2 (40.00%) Finance
4 2 (40.00%) Data Cleansing
4 2 (40.00%) Data Quality
4 2 (40.00%) Data Transformation
4 2 (40.00%) SQL Server
4 2 (40.00%) Data Warehouse
4 2 (40.00%) Data Modelling
5 1 (20.00%) T-SQL
5 1 (20.00%) Management Information System
5 1 (20.00%) Migration
5 1 (20.00%) Data Migration
5 1 (20.00%) Data Analysis
5 1 (20.00%) SQL Server 2005
5 1 (20.00%) Data Extraction
5 1 (20.00%) SQL Server 2008

ETL
Co-occurring IT Skills in Norwich 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:

Database & Business Intelligence
1 5 (100.00%) SQL Server Integration Services
2 4 (80.00%) SQL Server Reporting Services
3 3 (60.00%) QlikView
4 2 (40.00%) Data Warehouse
4 2 (40.00%) SQL Server
5 1 (20.00%) SQL Server 2005
5 1 (20.00%) SQL Server 2008
General
1 2 (40.00%) Finance
Job Titles
1 3 (60.00%) Developer
2 2 (40.00%) QlikView Developer
3 1 (20.00%) Business Intelligence Consultant
3 1 (20.00%) Consultant
3 1 (20.00%) Dashboard Consultant
3 1 (20.00%) Data Migration Developer
3 1 (20.00%) DBA
3 1 (20.00%) ETL Developer
3 1 (20.00%) QlikView Consultant
3 1 (20.00%) SQL DBA
Miscellaneous
1 3 (60.00%) User Experience
2 1 (20.00%) Management Information System
Processes & Methodologies
1 3 (60.00%) Business Intelligence
1 3 (60.00%) Customer Requirements
1 3 (60.00%) Data Validation
1 3 (60.00%) Scorecard
1 3 (60.00%) Validation
2 2 (40.00%) Data Cleansing
2 2 (40.00%) Data Modelling
2 2 (40.00%) Data Transformation
3 1 (20.00%) Data Analysis
3 1 (20.00%) Data Extraction
3 1 (20.00%) Data Migration
3 1 (20.00%) Migration
Programming Languages
1 4 (80.00%) SQL
2 1 (20.00%) T-SQL
Quality Assurance & Compliance
1 2 (40.00%) Data Quality
Vendors
1 3 (60.00%) Microsoft