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 29 June 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
29 Jun 2017
Same period 2016 Same period 2015
Rank - - 40
Contract jobs citing ETL 0 0 8
As % of all contract IT jobs advertised in Southampton - - 2.18%
As % of the Processes & Methodologies category - - 2.57%
Number of daily rates quoted 0 0 5
Southampton median daily rate - - £350
Hampshire median daily rate £395 £350 £400
% change year-on-year +12.85% -12.50%  
Number of hourly rates quoted 0 0 0
Southampton median hourly rate - - -
Hampshire median hourly rate - £30.00 -

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 145 162 311
As % of all contract IT job vacancies advertised in Southampton 72.14% 75.35% 84.74%
Number of daily rates quoted 293 310 952
Southampton median daily rate £400 £388 £375
Median daily rate % change year-on-year +3.22% +3.33%  
10th Percentile £275 £256 £263
90th Percentile £600 £550 £488
Hampshire median daily rate £415 £400 £375
% change year-on-year +3.75% +6.66%  
Number of hourly rates quoted 10 21 41
Southampton median hourly rate £13.40 £13.00 £15.00
Median hourly rate % change year-on-year +3.07% -13.33%  
10th Percentile £11.47 £12.50 £11.68
90th Percentile £22.50 £37.50 £40.00
Hampshire median hourly rate £40.00 £40.00 £32.50
% change year-on-year - +23.07%  

ETL
Job Vacancy Trend in Southampton

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

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

For the 6 months to 29 June 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 12 (80.00%) Data Integration
2 10 (66.67%) SQL Server
3 9 (60.00%) Big Data
4 8 (53.33%) Hadoop
4 8 (53.33%) SQL
4 8 (53.33%) Oracle
5 6 (40.00%) Data Modelling
5 6 (40.00%) Microsoft Azure
5 6 (40.00%) SQL Server Integration Services
5 6 (40.00%) Data Governance
6 5 (33.33%) Tableau
6 5 (33.33%) NoSQL
6 5 (33.33%) Azure SQL Database
6 5 (33.33%) Event-Driven Architecture
6 5 (33.33%) PostGIS
6 5 (33.33%) Enterprise Data Management
6 5 (33.33%) ERD
6 5 (33.33%) Amazon AWS
6 5 (33.33%) Business Intelligence
6 5 (33.33%) IBM
6 5 (33.33%) Informatica
6 5 (33.33%) UML
6 5 (33.33%) SAP
6 5 (33.33%) ESRI
6 5 (33.33%) Data Management
6 5 (33.33%) IBM InfoSphere
6 5 (33.33%) Metadata Management
6 5 (33.33%) Power BI
6 5 (33.33%) Geospatial Data
7 4 (26.67%) Conceptual Models

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 (20.00%) Apache
Business Applications
1 3 (20.00%) Oracle Applications
Cloud Services
1 6 (40.00%) Microsoft Azure
2 5 (33.33%) Amazon AWS
3 4 (26.67%) SaaS
Communications & Networking
1 4 (26.67%) LDAP
Database & Business Intelligence
1 10 (66.67%) SQL Server
2 9 (60.00%) Big Data
3 8 (53.33%) Hadoop
4 6 (40.00%) SQL Server Integration Services
5 5 (33.33%) Azure SQL Database
5 5 (33.33%) Geospatial Data
5 5 (33.33%) IBM InfoSphere
5 5 (33.33%) NoSQL
5 5 (33.33%) Power BI
6 3 (20.00%) Data Warehouse
7 1 (6.67%) RDBMS
7 1 (6.67%) Relational Database
7 1 (6.67%) SQL Server 2008
General
1 4 (26.67%) Back Office
1 4 (26.67%) Finance
2 1 (6.67%) Marketing
Job Titles
1 9 (60.00%) Architect
1 9 (60.00%) Data Architect
2 4 (26.67%) Analyst
2 4 (26.67%) Big Data Architect
2 4 (26.67%) Data Analyst
2 4 (26.67%) ETL Analyst
2 4 (26.67%) Geospatial Architect
3 2 (13.33%) Data Migration Analyst
3 2 (13.33%) Developer
3 2 (13.33%) ETL Developer
3 2 (13.33%) Integration Analyst
3 2 (13.33%) Migration Analyst
3 2 (13.33%) SSIS Developer
3 2 (13.33%) Systems Analyst
3 2 (13.33%) Systems Integration Analyst
4 1 (6.67%) Big Data Engineer
4 1 (6.67%) Consultant
4 1 (6.67%) Data Consultant
4 1 (6.67%) ETL Architect
4 1 (6.67%) SQL Developer
Libraries, Frameworks & Software Standards
1 5 (33.33%) PostGIS
2 4 (26.67%) REST
2 4 (26.67%) SOAP
2 4 (26.67%) XML
3 3 (20.00%) Apache Drill
Miscellaneous
1 4 (26.67%) Management Information System
2 3 (20.00%) Greenfield Project
Processes & Methodologies
1 12 (80.00%) Data Integration
2 6 (40.00%) Data Governance
2 6 (40.00%) Data Modelling
3 5 (33.33%) Business Intelligence
3 5 (33.33%) Data Management
3 5 (33.33%) Enterprise Data Management
3 5 (33.33%) ERD
3 5 (33.33%) Event-Driven Architecture
3 5 (33.33%) Metadata Management
3 5 (33.33%) UML
4 4 (26.67%) Conceptual Models
4 4 (26.67%) Data Analysis
4 4 (26.67%) Data Extraction
4 4 (26.67%) ERP
4 4 (26.67%) Information Management
4 4 (26.67%) Logical Data Model
4 4 (26.67%) Master Data Management
4 4 (26.67%) Stakeholder Management
4 4 (26.67%) Technical Architecture
5 3 (20.00%) Migration
Programming Languages
1 8 (53.33%) SQL
Vendors
1 8 (53.33%) Oracle
2 5 (33.33%) ESRI
2 5 (33.33%) IBM
2 5 (33.33%) Informatica
2 5 (33.33%) SAP
2 5 (33.33%) Tableau
3 3 (20.00%) MapR
4 2 (13.33%) Microsoft