Period
to 18 November 2017

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 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)
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 85 62 66
Rank change year-on-year -23 +4 +6
Contract jobs citing ETL 10 17 21
As % of all contract IT jobs advertised in Essex 1.27% 1.94% 1.73%
As % of the Processes & Methodologies category 1.48% 2.27% 2.19%
Number of daily rates quoted 8 10 8
Essex median daily rate £488 £443 £350
Median daily rate % change year-on-year +10.17% +26.43% -36.36%
10th Percentile £318 £395 £321
90th Percentile £591 £472 £491
East of England median daily rate £425 £404 £383
% change year-on-year +5.30% +5.52% +9.29%
Number of hourly rates quoted 0 0 0
Essex 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 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 674 749 960
As % of all contract IT jobs advertised in Essex 85.75% 85.40% 79.08%
Number of daily rates quoted 464 452 532
Essex median daily rate £500 £350 £400
Median daily rate % change year-on-year +42.86% -12.50% -
10th Percentile £300 £224 £250
90th Percentile £600 £525 £549
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 60 144 146
Essex median hourly rate £31.27 £31.50 £31.51
Median hourly rate % change year-on-year -0.75% -0.03% +5.03%
10th Percentile £12.22 £15.75 £15.75
90th Percentile £63.75 £43.75 £44.13
East of England median hourly rate £31.02 £31.48 £25.00
% change year-on-year -1.46% +25.90% +3.65%

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 2017.

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 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
Southend-on-Sea -33 4 £450 -
ETL
East of England

For the 6 months to 18 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 Essex region with a requirement for ETL.

1 8 (80.00%) SQL
2 5 (50.00%) Data Warehouse
2 5 (50.00%) Data Modelling
3 4 (40.00%) XML Schema
3 4 (40.00%) E-Commerce
3 4 (40.00%) XML
3 4 (40.00%) J2EE
3 4 (40.00%) Oracle
3 4 (40.00%) N-Tier
3 4 (40.00%) EAI
3 4 (40.00%) UML
3 4 (40.00%) PowerDesigner
3 4 (40.00%) Middleware
3 4 (40.00%) Configuration Management
3 4 (40.00%) Project Management
3 4 (40.00%) Migration
3 4 (40.00%) Agile Software Development
3 4 (40.00%) Data Analysis
3 4 (40.00%) Data Migration
3 4 (40.00%) Scrum
3 4 (40.00%) User Stories
3 4 (40.00%) Mentoring
4 3 (30.00%) Data Quality
4 3 (30.00%) Logical Data Model
4 3 (30.00%) Physical Data Model
4 3 (30.00%) Oracle Database
4 3 (30.00%) Time Management
4 3 (30.00%) Management Information System
4 3 (30.00%) XSD
4 3 (30.00%) Business Intelligence

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 2 (20.00%) Confluence
2 1 (10.00%) Apache Pig
2 1 (10.00%) Apache Spark
2 1 (10.00%) Elasticsearch
Cloud Services
1 1 (10.00%) Amazon AWS
Database & Business Intelligence
1 5 (50.00%) Data Warehouse
2 3 (30.00%) Oracle Database
3 2 (20.00%) Pentaho
3 2 (20.00%) SQL Server
3 2 (20.00%) SQL Server Integration Services
4 1 (10.00%) Apache Cassandra
4 1 (10.00%) Apache Hive
4 1 (10.00%) Apache Zeppelin
4 1 (10.00%) Big Data
4 1 (10.00%) Hadoop
4 1 (10.00%) HBase
4 1 (10.00%) MongoDB
4 1 (10.00%) Sqoop
Development Applications
1 4 (40.00%) PowerDesigner
2 2 (20.00%) JIRA
General
1 2 (20.00%) Finance
Job Titles
1 4 (40.00%) Analyst
2 2 (20.00%) Architect
2 2 (20.00%) Data Analyst
2 2 (20.00%) Data Architect
2 2 (20.00%) Developer
2 2 (20.00%) ETL Developer
2 2 (20.00%) SSIS Developer
2 2 (20.00%) Test Analyst
3 1 (10.00%) Big Data Engineer
3 1 (10.00%) Data Engineer
3 1 (10.00%) Designer
3 1 (10.00%) Elasticsearch Engineer
3 1 (10.00%) ETL Architect
3 1 (10.00%) Integration Developer
3 1 (10.00%) SQL Developer
3 1 (10.00%) SQL Server Developer
3 1 (10.00%) Technical Analyst
3 1 (10.00%) UML Analyst
3 1 (10.00%) XML Analyst
Libraries, Frameworks & Software Standards
1 4 (40.00%) J2EE
1 4 (40.00%) Middleware
1 4 (40.00%) XML
1 4 (40.00%) XML Schema
2 3 (30.00%) XSD
3 1 (10.00%) Kafka
3 1 (10.00%) Spark Streaming
3 1 (10.00%) Web Services
Miscellaneous
1 4 (40.00%) N-Tier
2 3 (30.00%) Management Information System
3 2 (20.00%) Data Structures
3 2 (20.00%) Reference Data
Processes & Methodologies
1 5 (50.00%) Data Modelling
2 4 (40.00%) Agile Software Development
2 4 (40.00%) Configuration Management
2 4 (40.00%) Data Analysis
2 4 (40.00%) Data Migration
2 4 (40.00%) EAI
2 4 (40.00%) E-Commerce
2 4 (40.00%) Mentoring
2 4 (40.00%) Migration
2 4 (40.00%) Project Management
2 4 (40.00%) Scrum
2 4 (40.00%) UML
2 4 (40.00%) User Stories
3 3 (30.00%) Business Intelligence
3 3 (30.00%) Logical Data Model
3 3 (30.00%) Physical Data Model
3 3 (30.00%) Time Management
4 2 (20.00%) Data Mapping
4 2 (20.00%) ERP
4 2 (20.00%) User Acceptance Testing
Programming Languages
1 8 (80.00%) SQL
2 2 (20.00%) C#
2 2 (20.00%) T-SQL
3 1 (10.00%) Java
3 1 (10.00%) Scala
Qualifications
1 2 (20.00%) ISEB
1 2 (20.00%) ISTQB
Quality Assurance & Compliance
1 3 (30.00%) Data Quality
2 2 (20.00%) QA
System Software
1 1 (10.00%) Apache Flume
Systems Management
1 1 (10.00%) Kibana
Vendors
1 4 (40.00%) Oracle
2 1 (10.00%) IBM