Period
to 24 November 2017

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 6 months to 24 November 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
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 33 30 31
Rank change year-on-year -3 +1 +14
Contract jobs citing ETL 3 2 3
As % of all contract IT jobs advertised in Norwich 1.52% 0.88% 1.21%
As % of the Processes & Methodologies category 1.85% 0.99% 1.52%
Number of daily rates quoted 1 2 2
Norwich median daily rate £300 £406 £419
Median daily rate % change year-on-year -26.15% -2.99% +5.35%
10th Percentile £288 £366 £263
90th Percentile £313 £442 £609
Norfolk median daily rate £300 £406 £419
% change year-on-year -26.15% -2.99% +23.16%
Number of hourly rates quoted 0 0 0
Norwich median hourly rate - - -
Norfolk median hourly rate - - -

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

All Process and Methodology Skills
Norwich
Contract vacancies with a requirement for process or methodology skills 162 202 198
As % of all contract IT jobs advertised in Norwich 81.82% 88.99% 79.84%
Number of daily rates quoted 95 129 136
Norwich median daily rate £400 £425 £325
Median daily rate % change year-on-year -5.88% +30.77% +1.56%
10th Percentile £203 £200 £183
90th Percentile £525 £526 £531
Norfolk median daily rate £425 £375 £325
% change year-on-year +13.33% +15.38% +1.56%
Number of hourly rates quoted 2 7 16
Norwich median hourly rate £11.17 £22.25 £23.00
Median hourly rate % change year-on-year -49.80% -3.26% -4.17%
10th Percentile £10.68 £18.60 £17.00
90th Percentile £11.91 £27.61 £72.63
Norfolk median hourly rate £11.17 £22.25 £23.00
% change year-on-year -49.80% -3.26% -3.16%

ETL
Job Vacancy Trend in Norwich

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

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 November 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 1 (33.33%) Java
1 1 (33.33%) SQL
1 1 (33.33%) SQL Server
1 1 (33.33%) Web Services
1 1 (33.33%) Data Modelling
1 1 (33.33%) IBM
1 1 (33.33%) Informatica
1 1 (33.33%) Migration
1 1 (33.33%) Stakeholder Management
1 1 (33.33%) SQL Server Reporting Services
1 1 (33.33%) Software Engineering
1 1 (33.33%) SQL Server 2005
1 1 (33.33%) SQL Server Integration Services
1 1 (33.33%) Data Migration
1 1 (33.33%) Data Extraction
1 1 (33.33%) Data Mapping
1 1 (33.33%) Security Cleared
1 1 (33.33%) SQL Server 2008
1 1 (33.33%) Hadoop
1 1 (33.33%) Data Quality
1 1 (33.33%) Big Data
1 1 (33.33%) Acceptance Criteria

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 1 (33.33%) Big Data
1 1 (33.33%) Hadoop
1 1 (33.33%) SQL Server
1 1 (33.33%) SQL Server 2005
1 1 (33.33%) SQL Server 2008
1 1 (33.33%) SQL Server Integration Services
1 1 (33.33%) SQL Server Reporting Services
Job Titles
1 1 (33.33%) Data Migration Developer
1 1 (33.33%) Developer
1 1 (33.33%) ETL Developer
1 1 (33.33%) Technical Leader
Libraries, Frameworks & Software Standards
1 1 (33.33%) Web Services
Processes & Methodologies
1 1 (33.33%) Acceptance Criteria
1 1 (33.33%) Data Extraction
1 1 (33.33%) Data Mapping
1 1 (33.33%) Data Migration
1 1 (33.33%) Data Modelling
1 1 (33.33%) Migration
1 1 (33.33%) Software Engineering
1 1 (33.33%) Stakeholder Management
Programming Languages
1 1 (33.33%) Java
1 1 (33.33%) SQL
Qualifications
1 1 (33.33%) Security Cleared
Quality Assurance & Compliance
1 1 (33.33%) Data Quality
Vendors
1 1 (33.33%) IBM
1 1 (33.33%) Informatica