Period
to 20 February 2019

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 20 February 2019 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
20 Feb 2019
Same period 2018 Same period 2017
Rank 25 68 60
Rank change year-on-year +43 -8 -17
Contract jobs citing ETL 84 15 22
As % of all contract IT jobs advertised in Essex 9.81% 2.35% 2.73%
As % of the Processes & Methodologies category 11.16% 2.70% 3.10%
Number of daily rates quoted 38 12 11
Essex median daily rate £456 £488 £450
Median daily rate % change year-on-year -6.41% +8.33% +20.00%
10th Percentile £361 £406 £213
90th Percentile £539 £599 £573
East of England median daily rate £460 £438 £400
% change year-on-year +5.14% +9.38% -5.88%
Number of hourly rates quoted 0 0 0
Essex median hourly rate - - -
East of England 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 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 753 556 710
As % of all contract IT jobs advertised in Essex 87.97% 87.01% 88.09%
Number of daily rates quoted 445 393 468
Essex median daily rate £488 £490 £375
Median daily rate % change year-on-year -0.51% +30.67% -6.25%
10th Percentile £325 £300 £230
90th Percentile £600 £636 £538
East of England median daily rate £445 £425 £400
% change year-on-year +4.71% +6.25% -0.62%
Number of hourly rates quoted 28 39 95
Essex median hourly rate £16.50 £36.00 £35.00
Median hourly rate % change year-on-year -54.17% +2.86% +32.08%
10th Percentile £11.93 £15.75 £15.75
90th Percentile £49.88 £63.75 £43.75
East of England median hourly rate £18.00 £35.00 £32.50
% change year-on-year -48.57% +7.69% +3.47%

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 20 February 2019.

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 20 February 2019. 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 +17 46 £450 -21.74% 4
Basildon - 1 - -
ETL
East of England

For the 6 months to 20 February 2019, 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 49 (58.33%) SQL
1 49 (58.33%) Oracle
1 49 (58.33%) Test Scripting
2 40 (47.62%) Pentaho
3 39 (46.43%) Data Integration
4 38 (45.24%) Agile Software Development
4 38 (45.24%) Data Engineering
5 36 (42.86%) BusinessObjects
6 35 (41.67%) Unix
7 34 (40.48%) Data Modelling
8 33 (39.29%) JIRA
9 32 (38.10%) Confluence
9 32 (38.10%) Data Warehouse
9 32 (38.10%) Scrum
10 30 (35.71%) QA
11 28 (33.33%) Coaching
12 27 (32.14%) Customer Requirements
13 26 (30.95%) User Stories
13 26 (30.95%) Continuous Improvement
14 25 (29.76%) Acceptance Criteria
15 24 (28.57%) ETL Development
15 24 (28.57%) Integration Testing
15 24 (28.57%) Linux
15 24 (28.57%) MySQL
16 22 (26.19%) Data Quality
16 22 (26.19%) Sprint Planning
17 21 (25.00%) Sprint Retrospective
17 21 (25.00%) Test Automation
18 20 (23.81%) Test Planning
19 19 (22.62%) Relational Database

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 32 (38.10%) Confluence
2 17 (20.24%) Apache Spark
3 1 (1.19%) SAS
Applications
1 6 (7.14%) Microsoft Excel
1 6 (7.14%) Microsoft PowerPoint
2 1 (1.19%) Microsoft Office
Cloud Services
1 7 (8.33%) Amazon AWS
2 1 (1.19%) Microsoft Azure
Communications & Networking
1 18 (21.43%) Internet
Database & Business Intelligence
1 40 (47.62%) Pentaho
2 36 (42.86%) BusinessObjects
3 32 (38.10%) Data Warehouse
4 24 (28.57%) MySQL
5 19 (22.62%) Relational Database
6 18 (21.43%) HBase
7 17 (20.24%) Apache Hive
7 17 (20.24%) MongoDB
7 17 (20.24%) PostgreSQL
8 15 (17.86%) BODI
8 15 (17.86%) Impala
9 12 (14.29%) Oracle Database
10 10 (11.90%) BusinessObjects Web Intelligence
11 8 (9.52%) Ingres
12 6 (7.14%) Big Data
12 6 (7.14%) SAP Data Services
13 5 (5.95%) Hadoop
14 4 (4.76%) SQL Server
15 3 (3.57%) SQL Server Integration Services
16 2 (2.38%) RDBMS
Development Applications
1 33 (39.29%) JIRA
2 18 (21.43%) JMeter
2 18 (21.43%) LoadRunner
2 18 (21.43%) Selenium
2 18 (21.43%) SoapUI
3 13 (15.48%) Bitbucket
4 1 (1.19%) JIRA Agile
4 1 (1.19%) PowerDesigner
4 1 (1.19%) SQL Server Management Studio (SSMS)
Job Titles
1 36 (42.86%) Developer
2 32 (38.10%) ETL Developer
3 24 (28.57%) Analyst
4 13 (15.48%) Tester
5 12 (14.29%) QA Tester
6 9 (10.71%) Test Analyst
7 6 (7.14%) Architect
7 6 (7.14%) Lead Developer
8 5 (5.95%) Data Analyst
8 5 (5.95%) Data Architect
9 4 (4.76%) ETL Analyst
9 4 (4.76%) QA Leader
10 3 (3.57%) Business Analyst
10 3 (3.57%) Change Analyst
10 3 (3.57%) Data Engineer
10 3 (3.57%) Lead Tester
11 2 (2.38%) Agile Scrum Master
11 2 (2.38%) Pentaho Developer
11 2 (2.38%) QA Test Analyst
11 2 (2.38%) SAP BusinessObjects (BO) Analyst
Libraries, Frameworks & Software Standards
1 4 (4.76%) XML
2 2 (2.38%) XML Schema
3 1 (1.19%) J2EE
3 1 (1.19%) JDBC
3 1 (1.19%) JSON
3 1 (1.19%) Kafka
3 1 (1.19%) Middleware
3 1 (1.19%) RESTful
3 1 (1.19%) SOAP
Miscellaneous
1 18 (21.43%) Client/Server
2 12 (14.29%) Data Structures
3 7 (8.33%) Management Information System
4 3 (3.57%) Analytical Skills
5 1 (1.19%) Enterprise Software
5 1 (1.19%) N-Tier
Operating Systems
1 35 (41.67%) Unix
2 24 (28.57%) Linux
3 10 (11.90%) Solaris
4 1 (1.19%) Windows
Processes & Methodologies
1 49 (58.33%) Test Scripting
2 39 (46.43%) Data Integration
3 38 (45.24%) Agile Software Development
3 38 (45.24%) Data Engineering
4 34 (40.48%) Data Modelling
5 32 (38.10%) Scrum
6 28 (33.33%) Coaching
7 27 (32.14%) Customer Requirements
8 26 (30.95%) Continuous Improvement
8 26 (30.95%) User Stories
9 25 (29.76%) Acceptance Criteria
10 24 (28.57%) ETL Development
10 24 (28.57%) Integration Testing
11 22 (26.19%) Sprint Planning
12 21 (25.00%) Sprint Retrospective
12 21 (25.00%) Test Automation
13 20 (23.81%) Test Planning
14 19 (22.62%) SDLC
14 19 (22.62%) TDD
15 18 (21.43%) User Acceptance Testing
Programming Languages
1 49 (58.33%) SQL
2 18 (21.43%) Shell Script
3 17 (20.24%) PL/SQL
4 2 (2.38%) C#
Qualifications
1 18 (21.43%) Security Cleared
2 17 (20.24%) ISEB
2 17 (20.24%) ISTQB
3 13 (15.48%) SC Cleared
4 4 (4.76%) Computer Science Degree
4 4 (4.76%) Degree
5 1 (1.19%) ITIL Certification
Quality Assurance & Compliance
1 30 (35.71%) QA
2 22 (26.19%) Data Quality
System Software
1 1 (1.19%) Apache Flume
Vendors
1 49 (58.33%) Oracle
2 17 (20.24%) Informatica
3 7 (8.33%) Cloudera
3 7 (8.33%) SAP