Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in Ipswich 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 22 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)
Suffolk > Ipswich
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 25 23 30
Rank change year-on-year -2 +7 -9
Contract jobs citing ETL 7 14 8
As % of all contract IT jobs advertised in Ipswich 2.83% 4.58% 3.03%
As % of the Processes & Methodologies category 3.41% 5.49% 3.70%
Number of daily rates quoted 5 7 6
Ipswich median daily rate £458 £425 £325
Median daily rate % change year-on-year +7.65% +30.77% -21.21%
10th Percentile £419 £400 £269
90th Percentile £506 £450 £400
Suffolk median daily rate £466 £423 £325
% change year-on-year +10.36% +30.00% -21.21%
Number of hourly rates quoted 0 0 0
Ipswich median hourly rate - - -
Suffolk 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 Ipswich with a requirement for process or methodology skills.

All Process and Methodology Skills
Ipswich
Contract vacancies with a requirement for process or methodology skills 205 255 216
As % of all contract IT jobs advertised in Ipswich 83.00% 83.33% 81.82%
Number of daily rates quoted 111 146 140
Ipswich median daily rate £413 £425 £438
Median daily rate % change year-on-year -2.94% -2.91% +6.12%
10th Percentile £275 £258 £274
90th Percentile £575 £550 £575
Suffolk median daily rate £400 £425 £413
% change year-on-year -5.88% +3.03% +0.61%
Number of hourly rates quoted 2 4 4
Ipswich median hourly rate £26.00 £14.50 £13.25
Median hourly rate % change year-on-year +79.31% +9.43% -46.46%
10th Percentile £14.80 £13.08 £11.28
90th Percentile £37.20 £30.83 £14.78
Suffolk median hourly rate £19.75 £18.39 £13.00
% change year-on-year +7.42% +41.42% -

ETL
Job Vacancy Trend in Ipswich

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

Job vacancy trend for ETL in Ipswich

ETL
Contractor Daily Rate Trend in Ipswich

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

Contractor daily rate trend for ETL in Ipswich

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

1 6 (85.71%) SQL Server
2 5 (71.43%) Python
2 5 (71.43%) Data Warehouse
2 5 (71.43%) Business Intelligence
2 5 (71.43%) SQL Server Integration Services
2 5 (71.43%) Hadoop
2 5 (71.43%) Apache Hive
2 5 (71.43%) Big Data
2 5 (71.43%) Oozie
2 5 (71.43%) Impala
2 5 (71.43%) Apache Spark
3 4 (57.14%) SQL Server 2008
3 4 (57.14%) Microsoft
4 3 (42.86%) Analytics
4 3 (42.86%) Kalman Filter
5 2 (28.57%) Sqoop
5 2 (28.57%) Cloudera
5 2 (28.57%) Kafka
5 2 (28.57%) Team Foundation Server
5 2 (28.57%) Test Automation
5 2 (28.57%) SQL
5 2 (28.57%) T-SQL
5 2 (28.57%) Visual Studio
6 1 (14.29%) Web Services
6 1 (14.29%) XML
6 1 (14.29%) Microsoft Excel
6 1 (14.29%) Agile Software Development
6 1 (14.29%) Business Analysis
6 1 (14.29%) Finance
6 1 (14.29%) Migration

ETL
Co-occurring IT Skills in Ipswich 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 5 (71.43%) Apache Spark
Applications
1 1 (14.29%) Microsoft Excel
Cloud Services
1 1 (14.29%) Amazon AWS
1 1 (14.29%) Microsoft Azure
Database & Business Intelligence
1 6 (85.71%) SQL Server
2 5 (71.43%) Apache Hive
2 5 (71.43%) Big Data
2 5 (71.43%) Data Warehouse
2 5 (71.43%) Hadoop
2 5 (71.43%) Impala
2 5 (71.43%) SQL Server Integration Services
3 4 (57.14%) SQL Server 2008
4 2 (28.57%) Sqoop
5 1 (14.29%) Parquet
Development Applications
1 2 (28.57%) Team Foundation Server
1 2 (28.57%) Visual Studio
General
1 1 (14.29%) Finance
Job Titles
1 5 (71.43%) Big Data Engineer
1 5 (71.43%) Data Engineer
2 3 (42.86%) Hadoop Engineer
3 2 (28.57%) Developer
3 2 (28.57%) ETL Developer
3 2 (28.57%) SSIS Developer
Libraries, Frameworks & Software Standards
1 2 (28.57%) Kafka
2 1 (14.29%) Apache Avro
2 1 (14.29%) JSON
2 1 (14.29%) PySpark
2 1 (14.29%) Web Services
2 1 (14.29%) XML
Miscellaneous
1 1 (14.29%) Analytical Skills
Processes & Methodologies
1 5 (71.43%) Business Intelligence
2 3 (42.86%) Analytics
2 3 (42.86%) Kalman Filter
3 2 (28.57%) Test Automation
4 1 (14.29%) Agile Software Development
4 1 (14.29%) Business Analysis
4 1 (14.29%) Data Ingestion
4 1 (14.29%) Data Integration
4 1 (14.29%) Data Mapping
4 1 (14.29%) Data Migration
4 1 (14.29%) Data Modelling
4 1 (14.29%) ETL Development
4 1 (14.29%) Migration
4 1 (14.29%) Performance Tuning
Programming Languages
1 5 (71.43%) Python
2 2 (28.57%) SQL
2 2 (28.57%) T-SQL
3 1 (14.29%) C#
3 1 (14.29%) Shell Script
Systems Management
1 5 (71.43%) Oozie
2 1 (14.29%) Hadoop YARN
Vendors
1 4 (57.14%) Microsoft
2 2 (28.57%) Cloudera