Period
to 17 July 2018

The following table provides summary statistics for contract job vacancies advertised in Essex 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)
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 71 77 65
Rank change year-on-year +6 -12 +10
Contract jobs citing ETL 19 29 17
As % of all contract IT jobs advertised in Essex 2.41% 3.27% 1.84%
As % of the Processes & Methodologies category 2.75% 3.63% 2.19%
Number of daily rates quoted 11 20 9
Essex median daily rate £550 £450 £350
Median daily rate % change year-on-year +22.22% +28.57% -0.71%
10th Percentile £419 £292 £231
90th Percentile £600 £588 £459
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
Essex 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 Essex with a requirement for process or methodology skills.

All Process and Methodology Skills
Essex
Contract vacancies with a requirement for process or methodology skills 690 800 778
As % of all contract IT jobs advertised in Essex 87.67% 90.09% 84.29%
Number of daily rates quoted 418 534 397
Essex median daily rate £500 £450 £355
Median daily rate % change year-on-year +11.11% +26.76% -11.25%
10th Percentile £295 £265 £224
90th Percentile £600 £587 £517
East of England median daily rate £435 £425 £413
% change year-on-year +2.35% +3.03% +6.45%
Number of hourly rates quoted 31 56 147
Essex median hourly rate £32.50 £35.00 £19.00
Median hourly rate % change year-on-year -7.14% +84.21% -46.48%
10th Percentile £15.75 £13.69 £15.75
90th Percentile £75.00 £62.38 £40.00
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 Essex

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

Job vacancy trend for ETL in Essex

ETL
Contractor Daily Rate Trend in Essex

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

Contractor daily rate trend for ETL in Essex

ETL
Contractor Daily Rate Histogram in Essex

The daily rate distribution of IT jobs citing ETL in Essex over the 6 months to 17 July 2018.

Contractor daily rate histogram for ETL in Essex

ETL
Contractor Hourly Rate Trend in Essex

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing ETL in Essex.

Contractor hourly rate trend for ETL in Essex

ETL
Contract Job Locations in Essex

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Essex 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
Southend-on-Sea +20 10 £563 +2.04%
Chelmsford - 4 £431 -
Brentwood +10 1 £500 +25.00%
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 Essex region with a requirement for ETL.

1 16 (84.21%) SQL
2 12 (63.16%) Agile Software Development
3 10 (52.63%) Oracle
4 9 (47.37%) Data Warehouse
4 9 (47.37%) JIRA
4 9 (47.37%) Mentoring
5 8 (42.11%) User Stories
5 8 (42.11%) Data Modelling
5 8 (42.11%) Scrum
6 7 (36.84%) Pentaho
6 7 (36.84%) SQL Server Integration Services
6 7 (36.84%) Coaching
7 6 (31.58%) User Acceptance Testing
7 6 (31.58%) Confluence
7 6 (31.58%) Data Integration
7 6 (31.58%) Data Quality
7 6 (31.58%) Migration
8 5 (26.32%) JMeter
8 5 (26.32%) Regression Testing
8 5 (26.32%) Microsoft
8 5 (26.32%) ISEB
8 5 (26.32%) LoadRunner
8 5 (26.32%) Internet
8 5 (26.32%) Client/Server
8 5 (26.32%) XML
8 5 (26.32%) Linux
8 5 (26.32%) SQL Server
8 5 (26.32%) Functional Testing
8 5 (26.32%) BDD
8 5 (26.32%) SoapUI

ETL
Co-occurring IT Skills in Essex 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 (31.58%) Confluence
2 1 (5.26%) WebLogic
Applications
1 3 (15.79%) Microsoft Excel
1 3 (15.79%) Microsoft Office
2 2 (10.53%) Microsoft PowerPoint
2 2 (10.53%) MS Visio
Communications & Networking
1 5 (26.32%) Internet
Database & Business Intelligence
1 9 (47.37%) Data Warehouse
2 7 (36.84%) Pentaho
2 7 (36.84%) SQL Server Integration Services
3 5 (26.32%) Impala
3 5 (26.32%) SQL Server
3 5 (26.32%) SSDT
4 4 (21.05%) MySQL
5 3 (15.79%) Oracle Database
6 2 (10.53%) Data Mart
6 2 (10.53%) SQL Server Reporting Services
7 1 (5.26%) BusinessObjects
7 1 (5.26%) Hadoop
7 1 (5.26%) OLAP
7 1 (5.26%) OLTP
7 1 (5.26%) PowerCenter
7 1 (5.26%) RDBMS
7 1 (5.26%) SAP Data Services
7 1 (5.26%) SQL Server 2008
7 1 (5.26%) SQL Server 2012
7 1 (5.26%) SQL Server Analysis Services
Development Applications
1 9 (47.37%) JIRA
2 5 (26.32%) JMeter
2 5 (26.32%) LoadRunner
2 5 (26.32%) Selenium
2 5 (26.32%) SoapUI
3 3 (15.79%) Bitbucket
3 3 (15.79%) PowerDesigner
4 1 (5.26%) CA Gen
4 1 (5.26%) Cucumber
4 1 (5.26%) HP UFT
4 1 (5.26%) Sahi
4 1 (5.26%) WATIR
General
1 3 (15.79%) Finance
2 1 (5.26%) Law
Job Titles
1 7 (36.84%) Developer
2 6 (31.58%) Analyst
3 4 (21.05%) Data Analyst
3 4 (21.05%) ETL Developer
4 3 (15.79%) Architect
4 3 (15.79%) Data Architect
5 2 (10.53%) ETL Analyst
5 2 (10.53%) SQL Developer
6 1 (5.26%) Data Migration Analyst
6 1 (5.26%) Digital Analyst
6 1 (5.26%) JIRA Engineer
6 1 (5.26%) Migration Analyst
6 1 (5.26%) QA Engineer
6 1 (5.26%) QA Tester
6 1 (5.26%) Quality Analyst
6 1 (5.26%) Senior QA Engineer
6 1 (5.26%) Senior QA Tester
6 1 (5.26%) Senior Quality Analyst
6 1 (5.26%) SSIS Developer
6 1 (5.26%) SSRS Developer
Libraries, Frameworks & Software Standards
1 5 (26.32%) XML
2 4 (21.05%) J2EE
3 3 (15.79%) Middleware
3 3 (15.79%) XML Schema
3 3 (15.79%) XSD
4 2 (10.53%) .NET
5 1 (5.26%) JDBC
5 1 (5.26%) Kafka
5 1 (5.26%) Web Services
Miscellaneous
1 5 (26.32%) Client/Server
2 3 (15.79%) Data Structures
2 3 (15.79%) N-Tier
2 3 (15.79%) Reference Data
3 2 (10.53%) Management Information System
4 1 (5.26%) Analytical Skills
4 1 (5.26%) Self-Motivation
Operating Systems
1 5 (26.32%) Linux
2 2 (10.53%) Windows
3 1 (5.26%) Unix
Processes & Methodologies
1 12 (63.16%) Agile Software Development
2 9 (47.37%) Mentoring
3 8 (42.11%) Data Modelling
3 8 (42.11%) Scrum
3 8 (42.11%) User Stories
4 7 (36.84%) Coaching
5 6 (31.58%) Data Integration
5 6 (31.58%) Migration
5 6 (31.58%) User Acceptance Testing
6 5 (26.32%) BDD
6 5 (26.32%) Data Analysis
6 5 (26.32%) Dimensional Modelling
6 5 (26.32%) Functional Testing
6 5 (26.32%) Integration Testing
6 5 (26.32%) Kanban
6 5 (26.32%) Performance Testing
6 5 (26.32%) Performance Tuning
6 5 (26.32%) Regression Testing
6 5 (26.32%) TDD
6 5 (26.32%) Test Automation
Programming Languages
1 16 (84.21%) SQL
2 3 (15.79%) Java
3 2 (10.53%) T-SQL
4 1 (5.26%) C#
4 1 (5.26%) Perl
4 1 (5.26%) PL/SQL
4 1 (5.26%) Ruby
4 1 (5.26%) Shell Script
4 1 (5.26%) VB.NET
4 1 (5.26%) VBScript
Qualifications
1 5 (26.32%) ISEB
1 5 (26.32%) ISTQB
2 3 (15.79%) Security Cleared
3 1 (5.26%) BPSS Clearance
3 1 (5.26%) DBS Check
3 1 (5.26%) SC Cleared
Quality Assurance & Compliance
1 6 (31.58%) Data Quality
2 5 (26.32%) QA
System Software
1 1 (5.26%) Apache Flume
Vendors
1 10 (52.63%) Oracle
2 5 (26.32%) Microsoft
3 2 (10.53%) Informatica
4 1 (5.26%) BEA
4 1 (5.26%) Pega
4 1 (5.26%) SAP
4 1 (5.26%) Tableau
4 1 (5.26%) webMethods