Period
to 17 July 2018

The following table provides summary statistics for contract job vacancies advertised in Norfolk 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 17 July 2018 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)
East of England > Norfolk
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 34 40 47
Rank change year-on-year +6 +7 -3
Contract jobs citing ETL 2 6 4
As % of all contract IT jobs advertised in Norfolk 0.73% 1.73% 0.90%
As % of the Processes & Methodologies category 1.01% 2.04% 1.10%
Number of daily rates quoted 2 7 3
Norfolk median daily rate £563 £300 £450
Median daily rate % change year-on-year +87.50% -33.33% +28.11%
10th Percentile £526 £263 £425
90th Percentile £609 £311 £475
East of England median daily rate £450 £413 £438
% change year-on-year +9.09% -5.71% +12.18%
Number of hourly rates quoted 0 0 0
Norfolk median hourly rate - - -
East of England median hourly rate £35.00 £12.00 -
% change year-on-year +191.67% - -

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 Norfolk with a requirement for process or methodology skills.

All Process and Methodology Skills
Norfolk
Contract vacancies with a requirement for process or methodology skills 199 294 365
As % of all contract IT jobs advertised in Norfolk 72.89% 84.97% 82.58%
Number of daily rates quoted 144 198 254
Norfolk median daily rate £450 £450 £400
Median daily rate % change year-on-year - +12.50% +29.03%
10th Percentile £202 £263 £225
90th Percentile £546 £575 £523
East of England median daily rate £435 £425 £413
% change year-on-year +2.35% +3.03% +6.45%
Number of hourly rates quoted 11 2 14
Norfolk median hourly rate £20.04 £18.24 £21.17
Median hourly rate % change year-on-year +9.87% -13.82% -1.56%
10th Percentile £12.75 £12.11 £12.03
90th Percentile £47.50 £25.95 £26.45
East of England median hourly rate £17.50 £31.00 £22.50
% change year-on-year -43.55% +37.78% -

ETL
Job Vacancy Trend in Norfolk

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

Job vacancy trend for ETL in Norfolk

ETL
Contractor Daily Rate Trend in Norfolk

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

Contractor daily rate trend for ETL in Norfolk

ETL
Contract Job Locations in Norfolk

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Norfolk region over the 6 months to 17 July 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Norwich +7 2 £563 +87.50% 1
ETL
East of England

For the 6 months to 17 July 2018, IT contractor 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 contract job ads across the Norfolk region with a requirement for ETL.

1 2 (100.00%) Data Modelling
1 2 (100.00%) Data Integration
1 2 (100.00%) Hadoop
1 2 (100.00%) Amazon AWS
1 2 (100.00%) Apache Hive
1 2 (100.00%) Big Data
1 2 (100.00%) Kafka
1 2 (100.00%) Analytics
1 2 (100.00%) Oozie
1 2 (100.00%) DevOps
1 2 (100.00%) Apache Spark
1 2 (100.00%) Flink
1 2 (100.00%) Data Ingestion
1 2 (100.00%) Data Science
2 1 (50.00%) Data Warehouse
2 1 (50.00%) Serverless
2 1 (50.00%) AWS Lambda
2 1 (50.00%) Amazon Kinesis
2 1 (50.00%) Amazon EMR
2 1 (50.00%) NoSQL
2 1 (50.00%) Data Governance
2 1 (50.00%) Open Source
2 1 (50.00%) Amazon S3
2 1 (50.00%) Banking

ETL
Co-occurring IT Skills in Norfolk 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:

Application Platforms
1 2 (100.00%) Apache Spark
Cloud Services
1 2 (100.00%) Amazon AWS
2 1 (50.00%) Amazon EMR
2 1 (50.00%) Amazon Kinesis
2 1 (50.00%) Amazon S3
2 1 (50.00%) AWS Lambda
2 1 (50.00%) Serverless
Database & Business Intelligence
1 2 (100.00%) Apache Hive
1 2 (100.00%) Big Data
1 2 (100.00%) Flink
1 2 (100.00%) Hadoop
2 1 (50.00%) Data Warehouse
2 1 (50.00%) NoSQL
General
1 1 (50.00%) Banking
Job Titles
1 2 (100.00%) Cloud Engineer
1 2 (100.00%) Data Engineer
2 1 (50.00%) AWS Engineer
Libraries, Frameworks & Software Standards
1 2 (100.00%) Kafka
Processes & Methodologies
1 2 (100.00%) Analytics
1 2 (100.00%) Data Ingestion
1 2 (100.00%) Data Integration
1 2 (100.00%) Data Modelling
1 2 (100.00%) Data Science
1 2 (100.00%) DevOps
2 1 (50.00%) Data Governance
2 1 (50.00%) Open Source
Systems Management
1 2 (100.00%) Oozie