Period
to 18 November 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 18 November 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
18 Nov 2018
Same period 2017 Same period 2016
Rank 79 86 63
Rank change year-on-year +7 -23 +3
Contract jobs citing ETL 34 10 17
As % of all contract IT jobs advertised in Essex 3.17% 1.27% 1.94%
As % of the Processes & Methodologies category 3.58% 1.43% 2.23%
Number of daily rates quoted 17 8 10
Essex median daily rate £525 £488 £443
Median daily rate % change year-on-year +7.69% +10.17% +26.43%
10th Percentile £425 £318 £395
90th Percentile £600 £591 £472
East of England median daily rate £475 £425 £404
% change year-on-year +11.76% +5.30% +5.52%
Number of hourly rates quoted 0 0 0
Essex median hourly rate - - -
East of England median hourly rate £35.00 £34.50 -
% change year-on-year +1.45% - -

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 951 697 761
As % of all contract IT jobs advertised in Essex 88.63% 88.68% 86.77%
Number of daily rates quoted 594 477 458
Essex median daily rate £500 £500 £350
Median daily rate % change year-on-year - +42.86% -12.50%
10th Percentile £313 £300 £224
90th Percentile £600 £600 £525
East of England median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% -
Number of hourly rates quoted 35 63 144
Essex median hourly rate £16.50 £31.03 £31.50
Median hourly rate % change year-on-year -46.83% -1.49% -0.03%
10th Percentile £12.55 £11.94 £15.75
90th Percentile £47.50 £63.75 £43.75
East of England median hourly rate £17.71 £28.75 £31.00
% change year-on-year -38.40% -7.26% +31.91%

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 18 November 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 18 November 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 +13 21 £520 +15.56% 1
Basildon - 1 - -
ETL
East of England

For the 6 months to 18 November 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 27 (79.41%) SQL
2 22 (64.71%) Oracle
3 20 (58.82%) Data Integration
4 18 (52.94%) Data Modelling
5 16 (47.06%) Test Scripting
5 16 (47.06%) Pentaho
6 15 (44.12%) Mentoring
6 15 (44.12%) Data Warehouse
6 15 (44.12%) Agile Software Development
6 15 (44.12%) Data Engineering
7 14 (41.18%) Scrum
7 14 (41.18%) Unix
7 14 (41.18%) Data Analysis
8 13 (38.24%) User Stories
8 13 (38.24%) Test Strategy
9 12 (35.29%) Data Quality
9 12 (35.29%) Confluence
9 12 (35.29%) Coaching
9 12 (35.29%) JIRA
9 12 (35.29%) Shell Script
10 11 (32.35%) Informatica
10 11 (32.35%) LoadRunner
10 11 (32.35%) JMeter
10 11 (32.35%) TDD
10 11 (32.35%) ISEB
10 11 (32.35%) QA
10 11 (32.35%) Selenium
10 11 (32.35%) ISTQB
10 11 (32.35%) Kanban
10 11 (32.35%) 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 12 (35.29%) Confluence
2 6 (17.65%) Apache Spark
3 4 (11.76%) WebLogic
Communications & Networking
1 8 (23.53%) Internet
Database & Business Intelligence
1 16 (47.06%) Pentaho
2 15 (44.12%) Data Warehouse
3 10 (29.41%) Relational Database
4 8 (23.53%) BusinessObjects
4 8 (23.53%) Impala
5 6 (17.65%) Apache Hive
5 6 (17.65%) HBase
5 6 (17.65%) MongoDB
5 6 (17.65%) MySQL
5 6 (17.65%) PostgreSQL
6 5 (14.71%) Oracle Database
7 3 (8.82%) SQL Server
7 3 (8.82%) SQL Server Integration Services
8 2 (5.88%) BODI
8 2 (5.88%) BusinessObjects Web Intelligence
8 2 (5.88%) Power BI
8 2 (5.88%) RDBMS
9 1 (2.94%) Hadoop
9 1 (2.94%) PowerCenter
9 1 (2.94%) SAP Data Services
Development Applications
1 12 (35.29%) JIRA
2 11 (32.35%) JMeter
2 11 (32.35%) LoadRunner
2 11 (32.35%) Selenium
2 11 (32.35%) SoapUI
3 6 (17.65%) Bitbucket
4 4 (11.76%) CA Gen
5 3 (8.82%) PowerDesigner
6 1 (2.94%) Cucumber
6 1 (2.94%) HP UFT
6 1 (2.94%) Sahi
6 1 (2.94%) WATIR
Job Titles
1 14 (41.18%) Developer
2 12 (35.29%) ETL Developer
3 8 (23.53%) Analyst
4 4 (11.76%) Architect
4 4 (11.76%) Data Architect
4 4 (11.76%) Test Analyst
4 4 (11.76%) Tester
5 3 (8.82%) Data Analyst
6 2 (5.88%) Pentaho Developer
6 2 (5.88%) QA Tester
7 1 (2.94%) Digital Analyst
7 1 (2.94%) ETL Analyst
7 1 (2.94%) ETL Tester
7 1 (2.94%) JIRA Engineer
7 1 (2.94%) Migration Analyst
7 1 (2.94%) QA Analyst
7 1 (2.94%) Quality Analyst
7 1 (2.94%) Senior QA Engineer
7 1 (2.94%) Senior QA Tester
7 1 (2.94%) Senior Quality Analyst
Libraries, Frameworks & Software Standards
1 7 (20.59%) J2EE
1 7 (20.59%) XML
2 4 (11.76%) XML Schema
3 3 (8.82%) Middleware
4 2 (5.88%) XSD
5 1 (2.94%) .NET
5 1 (2.94%) JDBC
5 1 (2.94%) Kafka
5 1 (2.94%) Web Services
Miscellaneous
1 8 (23.53%) Client/Server
2 3 (8.82%) Analytical Skills
2 3 (8.82%) N-Tier
3 2 (5.88%) Data Structures
3 2 (5.88%) Reference Data
4 1 (2.94%) Management Information System
Operating Systems
1 14 (41.18%) Unix
2 10 (29.41%) Linux
3 2 (5.88%) Solaris
Processes & Methodologies
1 20 (58.82%) Data Integration
2 18 (52.94%) Data Modelling
3 16 (47.06%) Test Scripting
4 15 (44.12%) Agile Software Development
4 15 (44.12%) Data Engineering
4 15 (44.12%) Mentoring
5 14 (41.18%) Data Analysis
5 14 (41.18%) Scrum
6 13 (38.24%) Test Strategy
6 13 (38.24%) User Stories
7 12 (35.29%) Coaching
8 11 (32.35%) Acceptance Criteria
8 11 (32.35%) BDD
8 11 (32.35%) Kanban
8 11 (32.35%) TDD
8 11 (32.35%) Test Automation
9 10 (29.41%) ETL Development
9 10 (29.41%) Integration Testing
9 10 (29.41%) Performance Testing
9 10 (29.41%) User Acceptance Testing
Programming Languages
1 27 (79.41%) SQL
2 12 (35.29%) Shell Script
3 10 (29.41%) PL/SQL
4 5 (14.71%) Java
5 4 (11.76%) Perl
6 2 (5.88%) C#
7 1 (2.94%) Ruby
Qualifications
1 11 (32.35%) ISEB
1 11 (32.35%) ISTQB
2 10 (29.41%) Security Cleared
3 4 (11.76%) SC Cleared
4 1 (2.94%) BPSS Clearance
4 1 (2.94%) DBS Check
Quality Assurance & Compliance
1 12 (35.29%) Data Quality
2 11 (32.35%) QA
System Software
1 1 (2.94%) Apache Flume
Vendors
1 22 (64.71%) Oracle
2 11 (32.35%) Informatica
3 4 (11.76%) BEA
3 4 (11.76%) Pega
3 4 (11.76%) webMethods
4 1 (2.94%) SAP