The following table provides summary statistics for contract job vacancies advertised in Southampton with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 3 months to 30 March 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)
Hampshire / Southampton
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 20 36 40
Rank change year-on-year +16 +4  
Contract jobs citing ETL 15 3 15
As % of all contract IT jobs advertised in Southampton 5.75% 1.05% 3.57%
As % of the Processes & Methodologies category 7.32% 1.44% 4.42%
Number of daily rates quoted 7 3 14
Median daily rate £363 £600 £300
Median daily rate % change year-on-year -39.58% +100.00%  
90% offered a daily rate of more than £333 £600 £200
10% offered a daily rate of more than £405 £720 £424
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £37.50 - £40.00

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Southampton with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Southampton
Contract job vacancies with a requirement for process and methodology skills 205 209 339
As % of all contract IT job vacancies advertised in Southampton 78.54% 73.08% 80.71%
Number of daily rates quoted 127 134 237
Median daily rate £450 £375 £388
Median daily rate % change year-on-year +20.00% -3.22%  
90% offered a daily rate of more than £302 £259 £300
10% offered a daily rate of more than £850 £575 £550
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 2 18 10
Median hourly rate £42.50 £15.00 £12.50
Median hourly rate % change year-on-year +183.33% +20.00%  
UK excluding London median hourly rate £35.75 £38.00 £30.00
% change year-on-year -5.92% +26.66%  

ETL
Job Vacancy Trend in Southampton

The job posting trend of jobs advertised in Southampton citing ETL as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Southampton

ETL
Contractor Daily Rate Trend in Southampton

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

Contractor daily rate trend for ETL in Southampton

ETL
Contractor Daily Rate Histogram in Southampton

The daily rate distribution of IT jobs citing ETL in Southampton over the 3 months to 30 March 2017.

Contractor daily rate histogram for ETL in Southampton

For the 6 months to 30 March 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 Southampton region with a requirement for ETL.

1 14 (77.78%) Data Integration
2 11 (61.11%) SQL Server
3 9 (50.00%) SQL
3 9 (50.00%) Big Data
4 8 (44.44%) Hadoop
4 8 (44.44%) Oracle
4 8 (44.44%) Data Modelling
5 7 (38.89%) SQL Server Integration Services
6 6 (33.33%) Microsoft Azure
6 6 (33.33%) Data Governance
7 5 (27.78%) Geospatial Data
7 5 (27.78%) Power BI
7 5 (27.78%) Event-Driven Architecture
7 5 (27.78%) PostGIS
7 5 (27.78%) Analytics
7 5 (27.78%) NoSQL
7 5 (27.78%) Azure SQL Database
7 5 (27.78%) Tableau
7 5 (27.78%) IBM InfoSphere
7 5 (27.78%) Metadata Management
7 5 (27.78%) Amazon AWS
7 5 (27.78%) ERD
7 5 (27.78%) Enterprise Data Management
7 5 (27.78%) Data Management
7 5 (27.78%) Data Analysis
7 5 (27.78%) Business Intelligence
7 5 (27.78%) UML
7 5 (27.78%) SAP
7 5 (27.78%) IBM
7 5 (27.78%) Informatica

ETL
Co-occurring IT Skills in Southampton 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 3 (16.67%) Apache
Business Applications
1 3 (16.67%) Oracle Applications
Cloud Services
1 6 (33.33%) Microsoft Azure
2 5 (27.78%) Amazon AWS
3 4 (22.22%) SaaS
4 2 (11.11%) IaaS
4 2 (11.11%) PaaS
Communications & Networking
1 4 (22.22%) LDAP
Database & Business Intelligence
1 11 (61.11%) SQL Server
2 9 (50.00%) Big Data
3 8 (44.44%) Hadoop
4 7 (38.89%) SQL Server Integration Services
5 5 (27.78%) Azure SQL Database
5 5 (27.78%) Geospatial Data
5 5 (27.78%) IBM InfoSphere
5 5 (27.78%) NoSQL
5 5 (27.78%) Power BI
6 3 (16.67%) Data Warehouse
7 1 (5.56%) Pentaho
7 1 (5.56%) RDBMS
7 1 (5.56%) Relational Database
7 1 (5.56%) SQL Server 2008
Development Applications
1 1 (5.56%) Visual Studio
General
1 4 (22.22%) Back Office
1 4 (22.22%) Finance
2 1 (5.56%) Marketing
Job Titles
1 9 (50.00%) Architect
1 9 (50.00%) Data Architect
2 5 (27.78%) Analyst
2 5 (27.78%) Data Analyst
2 5 (27.78%) ETL Analyst
3 4 (22.22%) Big Data Architect
3 4 (22.22%) Geospatial Architect
4 3 (16.67%) Developer
4 3 (16.67%) ETL Developer
5 2 (11.11%) Data Migration Analyst
5 2 (11.11%) Integration Analyst
5 2 (11.11%) Migration Analyst
5 2 (11.11%) SQL Developer
5 2 (11.11%) SSIS Developer
5 2 (11.11%) Systems Analyst
5 2 (11.11%) Systems Integration Analyst
6 1 (5.56%) Big Data Consultant
6 1 (5.56%) Big Data Engineer
6 1 (5.56%) Cloud Architect
6 1 (5.56%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 5 (27.78%) PostGIS
2 4 (22.22%) REST
2 4 (22.22%) SOAP
2 4 (22.22%) XML
3 3 (16.67%) Apache Drill
Miscellaneous
1 4 (22.22%) Management Information System
Operating Systems
1 1 (5.56%) Linux
Processes & Methodologies
1 14 (77.78%) Data Integration
2 8 (44.44%) Data Modelling
3 6 (33.33%) Data Governance
4 5 (27.78%) Analytics
4 5 (27.78%) Business Intelligence
4 5 (27.78%) Data Analysis
4 5 (27.78%) Data Management
4 5 (27.78%) Enterprise Data Management
4 5 (27.78%) ERD
4 5 (27.78%) Event-Driven Architecture
4 5 (27.78%) Metadata Management
4 5 (27.78%) UML
5 4 (22.22%) Data Extraction
5 4 (22.22%) ERP
5 4 (22.22%) Information Management
5 4 (22.22%) Logical Data Model
5 4 (22.22%) Master Data Management
5 4 (22.22%) Migration
5 4 (22.22%) Stakeholder Management
5 4 (22.22%) Technical Architecture
Programming Languages
1 9 (50.00%) SQL
2 1 (5.56%) Java
Quality Assurance & Compliance
1 2 (11.11%) SLA
Vendors
1 8 (44.44%) Oracle
2 5 (27.78%) ESRI
2 5 (27.78%) IBM
2 5 (27.78%) Informatica
2 5 (27.78%) SAP
2 5 (27.78%) Tableau
3 4 (22.22%) MapR
4 2 (11.11%) Microsoft