The following table provides summary statistics for contract job vacancies advertised in Havant 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 24 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.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Hampshire / Havant
Rank 12 - -
Rank change year-on-year - 0  
Contract jobs citing ETL 5 0 0
As % of all contract IT jobs advertised in Havant 4.95% - -
As % of the Processes & Methodologies category 6.85% - -
Number of daily rates quoted 4 0 0
Median daily rate £481 - -
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 Havant with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Havant
Contract job vacancies with a requirement for process and methodology skills 73 45 81
As % of all contract IT job vacancies advertised in Havant 72.28% 83.33% 82.65%
Number of daily rates quoted 29 20 46
Median daily rate £463 £425 £400
Median daily rate % change year-on-year +8.82% +6.25%  
90% offered a daily rate of more than £350 £350 £275
10% offered a daily rate of more than £570 £1,000 £463
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% -  
Number of hourly rates quoted 7 2 6
Median hourly rate £25.00 £37.00 £12.00
Median hourly rate % change year-on-year -32.43% +208.33%  
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

ETL
Job Vacancy Trend in Havant

The job posting trend of jobs advertised in Havant 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 Havant

ETL
Contractor Daily Rate Trend in Havant

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

Contractor daily rate trend for ETL in Havant

ETL
Top 30 Related IT Skills in Havant

For the 6 months to 24 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 Havant region with a requirement for ETL.

1 4 (66.67%) SQL
1 4 (66.67%) Data Mining
1 4 (66.67%) SPSS
1 4 (66.67%) CHAID
1 4 (66.67%) Logistic Regression
1 4 (66.67%) Monte Carlo Method
1 4 (66.67%) Statistical Modelling
1 4 (66.67%) Analytics
1 4 (66.67%) Time Series Analysis
1 4 (66.67%) Linear Regression
1 4 (66.67%) ANOVA
2 3 (50.00%) A/B Testing
2 3 (50.00%) Tableau
2 3 (50.00%) CRISP-DM
2 3 (50.00%) SPSS Modeler
2 3 (50.00%) Statistics
2 3 (50.00%) Operations Research
2 3 (50.00%) Multivariate Testing
2 3 (50.00%) Mathematics
2 3 (50.00%) Computer Science
2 3 (50.00%) Neural Network
2 3 (50.00%) Economics
2 3 (50.00%) Business Intelligence
2 3 (50.00%) IBM
3 2 (33.33%) Microsoft
3 2 (33.33%) Star Schema
3 2 (33.33%) T-SQL
3 2 (33.33%) VBA
3 2 (33.33%) Oracle
3 2 (33.33%) SQL Server

ETL
Top Related IT Skills in Havant 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:

Applications
1 4 (66.67%) SPSS
2 3 (50.00%) SPSS Modeler
3 2 (33.33%) MS Excel
3 2 (33.33%) MS Office
3 2 (33.33%) MS PowerPoint
4 1 (16.67%) Spreadsheet
Business Applications
1 2 (33.33%) Oracle EBS
Database & Business Intelligence
1 4 (66.67%) Data Mining
2 2 (33.33%) Cognos Framework Manager
2 2 (33.33%) Cognos Metric Studio
2 2 (33.33%) Data Mart
2 2 (33.33%) SQL Server
2 2 (33.33%) SQL Server 2005
2 2 (33.33%) SQL Server 2008
2 2 (33.33%) SQL Server Integration Services
2 2 (33.33%) Star Schema
3 1 (16.67%) Big Data
General
1 2 (33.33%) Marketing
1 2 (33.33%) Retail
Job Titles
1 4 (66.67%) Data Scientist
2 2 (33.33%) Business Intelligence Developer
2 2 (33.33%) Business Intelligence Manager
2 2 (33.33%) Cognos BI Developer
2 2 (33.33%) Cognos Developer
2 2 (33.33%) Data Manager
2 2 (33.33%) Developer
3 1 (16.67%) Analyst
3 1 (16.67%) Data Analyst
3 1 (16.67%) Data Modeller
3 1 (16.67%) Statistical Analyst
Miscellaneous
1 3 (50.00%) Computer Science
Processes & Methodologies
1 4 (66.67%) Analytics
1 4 (66.67%) ANOVA
1 4 (66.67%) CHAID
1 4 (66.67%) Linear Regression
1 4 (66.67%) Logistic Regression
1 4 (66.67%) Monte Carlo Method
1 4 (66.67%) Statistical Modelling
1 4 (66.67%) Time Series Analysis
2 3 (50.00%) A/B Testing
2 3 (50.00%) Business Intelligence
2 3 (50.00%) CRISP-DM
2 3 (50.00%) Economics
2 3 (50.00%) Mathematics
2 3 (50.00%) Multivariate Testing
2 3 (50.00%) Neural Network
2 3 (50.00%) Operations Research
2 3 (50.00%) Statistics
3 2 (33.33%) Data Modelling
3 2 (33.33%) Dimensional Modelling
3 2 (33.33%) Release Management
Programming Languages
1 4 (66.67%) SQL
2 2 (33.33%) R
2 2 (33.33%) T-SQL
2 2 (33.33%) VBA
Vendors
1 3 (50.00%) IBM
1 3 (50.00%) Tableau
2 2 (33.33%) Cognos
2 2 (33.33%) Microsoft
2 2 (33.33%) Oracle