Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in Suffolk 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 21 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)
East of England > Suffolk
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 26 31 41
Rank change year-on-year +5 +10 -4
Contract jobs citing ETL 9 17 9
As % of all contract IT jobs advertised in Suffolk 2.82% 3.62% 1.97%
As % of the Processes & Methodologies category 3.49% 4.35% 2.48%
Number of daily rates quoted 6 10 7
Suffolk median daily rate £466 £423 £325
Median daily rate % change year-on-year +10.36% +30.00% -21.21%
10th Percentile £419 £375 £273
90th Percentile £506 £450 £435
East of England median daily rate £425 £404 £398
% change year-on-year +5.30% +1.54% +13.57%
Number of hourly rates quoted 0 0 0
Suffolk median hourly rate - - -
East of England median hourly rate £34.50 - -

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 Suffolk with a requirement for process or methodology skills.

All Process and Methodology Skills
Suffolk
Contract vacancies with a requirement for process or methodology skills 258 391 363
As % of all contract IT jobs advertised in Suffolk 80.88% 83.19% 79.61%
Number of daily rates quoted 146 239 250
Suffolk median daily rate £400 £425 £413
Median daily rate % change year-on-year -5.88% +3.03% +1.23%
10th Percentile £238 £250 £263
90th Percentile £573 £550 £538
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 4 10 8
Suffolk median hourly rate £19.75 £18.39 £13.00
Median hourly rate % change year-on-year +7.42% +41.42% -
10th Percentile £11.27 £13.65 £11.10
90th Percentile £36.63 £45.60 £16.13
East of England median hourly rate £31.03 £31.50 £25.50
% change year-on-year -1.49% +23.53% +3.83%

ETL
Job Vacancy Trend in Suffolk

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

Job vacancy trend for ETL in Suffolk

ETL
Contractor Daily Rate Trend in Suffolk

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

Contractor daily rate trend for ETL in Suffolk

ETL
Contract Job Locations in Suffolk

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Suffolk region over the 6 months to 21 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Ipswich -5 7 £458 +7.65% 3
ETL
East of England

For the 6 months to 21 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 Suffolk region with a requirement for ETL.

1 7 (77.78%) SQL Server
2 6 (66.67%) Python
2 6 (66.67%) Data Warehouse
2 6 (66.67%) Business Intelligence
2 6 (66.67%) Hadoop
2 6 (66.67%) Apache Hive
2 6 (66.67%) Big Data
2 6 (66.67%) Oozie
2 6 (66.67%) Impala
2 6 (66.67%) Apache Spark
3 5 (55.56%) SQL Server 2008
3 5 (55.56%) SQL Server Integration Services
3 5 (55.56%) Microsoft
4 3 (33.33%) SQL
4 3 (33.33%) Kalman Filter
4 3 (33.33%) Kafka
4 3 (33.33%) Analytics
4 3 (33.33%) Sqoop
5 2 (22.22%) Apache Avro
5 2 (22.22%) Performance Tuning
5 2 (22.22%) Parquet
5 2 (22.22%) Hadoop YARN
5 2 (22.22%) Data Ingestion
5 2 (22.22%) PySpark
5 2 (22.22%) T-SQL
5 2 (22.22%) Visual Studio
5 2 (22.22%) XML
5 2 (22.22%) Finance
5 2 (22.22%) Migration
5 2 (22.22%) Shell Script

ETL
Co-occurring IT Skills in Suffolk 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 6 (66.67%) Apache Spark
Applications
1 1 (11.11%) Microsoft Excel
Cloud Services
1 2 (22.22%) Amazon AWS
1 2 (22.22%) Microsoft Azure
Database & Business Intelligence
1 7 (77.78%) SQL Server
2 6 (66.67%) Apache Hive
2 6 (66.67%) Big Data
2 6 (66.67%) Data Warehouse
2 6 (66.67%) Hadoop
2 6 (66.67%) Impala
3 5 (55.56%) SQL Server 2008
3 5 (55.56%) SQL Server Integration Services
4 3 (33.33%) Sqoop
5 2 (22.22%) Parquet
Development Applications
1 2 (22.22%) Team Foundation Server
1 2 (22.22%) Visual Studio
General
1 2 (22.22%) Finance
Job Titles
1 5 (55.56%) Big Data Engineer
1 5 (55.56%) Data Engineer
2 3 (33.33%) Developer
2 3 (33.33%) Hadoop Engineer
3 2 (22.22%) ETL Developer
3 2 (22.22%) SSIS Developer
4 1 (11.11%) Big Data Developer
4 1 (11.11%) Data Migration Specialist
4 1 (11.11%) Migration Specialist
Libraries, Frameworks & Software Standards
1 3 (33.33%) Kafka
2 2 (22.22%) Apache Avro
2 2 (22.22%) JSON
2 2 (22.22%) PySpark
2 2 (22.22%) XML
3 1 (11.11%) Web Services
Miscellaneous
1 1 (11.11%) Analytical Skills
1 1 (11.11%) Data Structures
Processes & Methodologies
1 6 (66.67%) Business Intelligence
2 3 (33.33%) Analytics
2 3 (33.33%) Kalman Filter
3 2 (22.22%) Data Ingestion
3 2 (22.22%) Data Migration
3 2 (22.22%) Data Modelling
3 2 (22.22%) Migration
3 2 (22.22%) Performance Tuning
3 2 (22.22%) Test Automation
4 1 (11.11%) Agile Software Development
4 1 (11.11%) Business Analysis
4 1 (11.11%) Case Management
4 1 (11.11%) Data Integration
4 1 (11.11%) Data Mapping
4 1 (11.11%) ETL Development
4 1 (11.11%) Information Security
4 1 (11.11%) Validation
Programming Languages
1 6 (66.67%) Python
2 3 (33.33%) SQL
3 2 (22.22%) Shell Script
3 2 (22.22%) T-SQL
4 1 (11.11%) C#
Quality Assurance & Compliance
1 1 (11.11%) Data Quality
Systems Management
1 6 (66.67%) Oozie
2 2 (22.22%) Hadoop YARN
Vendors
1 5 (55.56%) Microsoft
2 2 (22.22%) Cloudera