Period
to 23 November 2017

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 6 months to 23 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)
Hampshire > Southampton
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 36 49 64
Rank change year-on-year +13 +15 -4
Contract jobs citing ETL 12 6 8
As % of all contract IT jobs advertised in Southampton 2.52% 1.17% 1.16%
As % of the Processes & Methodologies category 3.51% 1.61% 1.42%
Number of daily rates quoted 5 4 4
Southampton median daily rate £375 £449 £400
Median daily rate % change year-on-year -16.43% +12.19% +14.29%
10th Percentile £328 £394 £336
90th Percentile £715 £533 £585
Hampshire median daily rate £385 £450 £400
% change year-on-year -14.44% +12.50% +6.67%
Number of hourly rates quoted 0 0 0
Southampton median hourly rate - - -
Hampshire median hourly rate - £30.00 -

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 Southampton with a requirement for process or methodology skills.

All Process and Methodology Skills
Southampton
Contract vacancies with a requirement for process or methodology skills 342 373 565
As % of all contract IT jobs advertised in Southampton 71.85% 72.71% 81.77%
Number of daily rates quoted 215 263 393
Southampton median daily rate £400 £400 £360
Median daily rate % change year-on-year - +11.11% -
10th Percentile £263 £217 £263
90th Percentile £575 £550 £525
Hampshire median daily rate £400 £400 £380
% change year-on-year - +5.26% +5.56%
Number of hourly rates quoted 13 28 40
Southampton median hourly rate £45.00 £14.25 £26.47
Median hourly rate % change year-on-year +215.79% -46.17% +16.35%
10th Percentile £17.50 £11.44 £12.98
90th Percentile £50.49 £35.93 £47.50
Hampshire median hourly rate £40.00 £38.75 £27.50
% change year-on-year +3.23% +40.91% +18.92%

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

ETL
Contractor Daily Rate Histogram in Southampton

The daily rate distribution of IT jobs citing ETL in Southampton over the 6 months to 23 November 2017.

Contractor daily rate histogram for ETL in Southampton

For the 6 months to 23 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 Southampton region with a requirement for ETL.

1 10 (83.33%) SQL
2 8 (66.67%) Data Modelling
2 8 (66.67%) Migration
3 7 (58.33%) Oracle
3 7 (58.33%) Data Management
4 6 (50.00%) Data Architecture
4 6 (50.00%) SQL Server
5 5 (41.67%) JDBC
5 5 (41.67%) PL/SQL
5 5 (41.67%) EAI
5 5 (41.67%) Data Security
5 5 (41.67%) Agile Software Development
5 5 (41.67%) TOGAF
5 5 (41.67%) Enterprise Data Management
5 5 (41.67%) SaaS
5 5 (41.67%) PaaS
5 5 (41.67%) Microsoft Azure
5 5 (41.67%) Amazon AWS
5 5 (41.67%) Big Data
5 5 (41.67%) IaaS
5 5 (41.67%) Analytics
5 5 (41.67%) Enterprise Software
6 4 (33.33%) NoSQL
6 4 (33.33%) Kalido
6 4 (33.33%) Business Intelligence
6 4 (33.33%) Microsoft
6 4 (33.33%) Data Warehouse
6 4 (33.33%) Geospatial Data
6 4 (33.33%) Data Strategy
7 3 (25.00%) Domain 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:

Cloud Services
1 5 (41.67%) Amazon AWS
1 5 (41.67%) IaaS
1 5 (41.67%) Microsoft Azure
1 5 (41.67%) PaaS
1 5 (41.67%) SaaS
Database & Business Intelligence
1 6 (50.00%) SQL Server
2 5 (41.67%) Big Data
3 4 (33.33%) Data Warehouse
3 4 (33.33%) Geospatial Data
3 4 (33.33%) Kalido
3 4 (33.33%) NoSQL
4 2 (16.67%) SAP Data Services
4 2 (16.67%) Spatial Data
5 1 (8.33%) BusinessObjects
5 1 (8.33%) Enterprise Data Warehouse
5 1 (8.33%) Hadoop
5 1 (8.33%) Power BI
5 1 (8.33%) QlikView
5 1 (8.33%) SAP BW
5 1 (8.33%) SQL Server 2014
5 1 (8.33%) SQL Server 2016
5 1 (8.33%) SQL Server Analysis Services
5 1 (8.33%) SQL Server Integration Services
5 1 (8.33%) SQL Server Reporting Services
Development Applications
1 1 (8.33%) ERwin
1 1 (8.33%) SQL Server Management Studio (SSMS)
General
1 2 (16.67%) Finance
Job Titles
1 5 (41.67%) Architect
1 5 (41.67%) Data Architect
2 4 (33.33%) Data Modeller
3 3 (25.00%) Head of Architecture
3 3 (25.00%) Head of Data Architecture
3 3 (25.00%) Head of Information
4 2 (16.67%) Cloud Architect
4 2 (16.67%) Developer
4 2 (16.67%) Lead Architect
4 2 (16.67%) Lead Data Architect
4 2 (16.67%) SQL Developer
5 1 (8.33%) Analyst
5 1 (8.33%) Analyst Developer
5 1 (8.33%) Data Migration Analyst
5 1 (8.33%) Developer Analyst
5 1 (8.33%) Enterprise Architect
5 1 (8.33%) IT Architect
5 1 (8.33%) Solutions Architect
5 1 (8.33%) SQL Server Analyst
5 1 (8.33%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 5 (41.67%) JDBC
2 1 (8.33%) XML
Miscellaneous
1 5 (41.67%) Enterprise Software
2 1 (8.33%) Analytical Skills
2 1 (8.33%) Reference Data
Processes & Methodologies
1 8 (66.67%) Data Modelling
1 8 (66.67%) Migration
2 7 (58.33%) Data Management
3 6 (50.00%) Data Architecture
4 5 (41.67%) Agile Software Development
4 5 (41.67%) Analytics
4 5 (41.67%) Data Security
4 5 (41.67%) EAI
4 5 (41.67%) Enterprise Data Management
4 5 (41.67%) TOGAF
5 4 (33.33%) Business Intelligence
5 4 (33.33%) Data Strategy
6 3 (25.00%) Dimensional Modelling
6 3 (25.00%) Domain Models
6 3 (25.00%) Information Architecture
7 2 (16.67%) Data Migration
8 1 (8.33%) Data Analysis
8 1 (8.33%) Enterprise Architecture
8 1 (8.33%) Technical Architecture
8 1 (8.33%) Wealth Management
Programming Languages
1 10 (83.33%) SQL
2 5 (41.67%) PL/SQL
Systems Management
1 2 (16.67%) Control-M
Vendors
1 7 (58.33%) Oracle
2 4 (33.33%) Microsoft
3 2 (16.67%) Informatica
4 1 (8.33%) Cloudera
4 1 (8.33%) SAP