The following table provides summary statistics for contract job vacancies advertised in Hampshire 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)
South East / Hampshire
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 75 110 74
Rank change year-on-year +35 -36  
Contract jobs citing ETL 38 16 43
As % of all contract IT jobs advertised in Hampshire 2.01% 0.72% 1.99%
As % of the Processes & Methodologies category 2.52% 0.90% 2.44%
Number of daily rates quoted 17 10 25
Median daily rate £400 £588 £300
Median daily rate % change year-on-year -31.91% +95.83%  
90% offered a daily rate of more than £345 £446 £213
10% offered a daily rate of more than £488 £705 £460
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 Hampshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Hampshire
Contract job vacancies with a requirement for process and methodology skills 1507 1779 1763
As % of all contract IT job vacancies advertised in Hampshire 79.61% 79.92% 81.47%
Number of daily rates quoted 914 1200 1013
Median daily rate £425 £375 £385
Median daily rate % change year-on-year +13.33% -2.59%  
90% offered a daily rate of more than £290 £275 £265
10% offered a daily rate of more than £575 £500 £538
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 98 68 83
Median hourly rate £42.50 £38.00 £35.00
Median hourly rate % change year-on-year +11.84% +8.57%  
90% offered a hourly rate of more than £13.80 £13.50 £12.50
10% offered a hourly rate of more than £67.89 £50.00 £45.00
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 Hampshire

The job posting trend of jobs advertised in Hampshire 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 Hampshire

ETL
Contractor Daily Rate Trend in Hampshire

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

Contractor daily rate trend for ETL in Hampshire

ETL
Contractor Daily Rate Histogram in Hampshire

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

Contractor daily rate histogram for ETL in Hampshire

ETL
Contractor Hourly Rate Trend in Hampshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing ETL in Hampshire.

Contractor hourly rate trend for ETL in Hampshire

ETL
Contract Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Hampshire region over the 3 months to 30 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Southampton +16 15 £363 -39.58%
Havant - 6 £481 -
Andover -2 5 £400 -30.43%
Hook +12 2 - -
Basingstoke +1 1 - -
Portsmouth - 1 - -
Farnborough - 1 - - 1
ETL
South East

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 Hampshire region with a requirement for ETL.

1 31 (51.67%) SQL
2 28 (46.67%) Oracle
3 23 (38.33%) Data Warehouse
3 23 (38.33%) Business Intelligence
4 22 (36.67%) Data Integration
5 20 (33.33%) Analytics
6 18 (30.00%) Data Modelling
7 17 (28.33%) SQL Server
7 17 (28.33%) Migration
8 14 (23.33%) Service Management
9 13 (21.67%) Oracle Database
9 13 (21.67%) Big Data
9 13 (21.67%) Security Cleared
9 13 (21.67%) SQL Server Integration Services
10 12 (20.00%) SC Cleared
10 12 (20.00%) Oracle BI EE
10 12 (20.00%) Linux
10 12 (20.00%) Oracle Database 12c
11 11 (18.33%) Agile Software Development
11 11 (18.33%) Hadoop
12 10 (16.67%) Oracle Database 11g
13 9 (15.00%) Data Analysis
13 9 (15.00%) Microsoft
13 9 (15.00%) Oracle Database 10g
13 9 (15.00%) Tableau
13 9 (15.00%) PaaS
14 8 (13.33%) ITIL V3
14 8 (13.33%) High Availability
14 8 (13.33%) PuTTY
14 8 (13.33%) WinSCP

ETL
Co-occurring IT Skills in Hampshire 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 6 (10.00%) SharePoint
2 4 (6.67%) Apache
3 2 (3.33%) SAS
4 1 (1.67%) Apache Spark
4 1 (1.67%) Cloud Foundry
4 1 (1.67%) GemFire
4 1 (1.67%) IIS
4 1 (1.67%) Tomcat
Applications
1 5 (8.33%) SPSS
2 4 (6.67%) MS Excel
2 4 (6.67%) MS PowerPoint
3 3 (5.00%) MS Office
3 3 (5.00%) SPSS Modeler
4 2 (3.33%) Spreadsheet
Business Applications
1 5 (8.33%) Oracle Applications
2 2 (3.33%) Oracle EBS
3 1 (1.67%) Salesforce.com CRM
Cloud Services
1 9 (15.00%) PaaS
2 8 (13.33%) IaaS
3 6 (10.00%) Microsoft Azure
4 5 (8.33%) Amazon AWS
5 4 (6.67%) SaaS
6 1 (1.67%) Boomi
6 1 (1.67%) Force.com
6 1 (1.67%) GitHub
Communications & Networking
1 8 (13.33%) PuTTY
1 8 (13.33%) WinSCP
2 4 (6.67%) LDAP
Database & Business Intelligence
1 23 (38.33%) Data Warehouse
2 17 (28.33%) SQL Server
3 13 (21.67%) Big Data
3 13 (21.67%) Oracle Database
3 13 (21.67%) SQL Server Integration Services
4 12 (20.00%) Oracle BI EE
4 12 (20.00%) Oracle Database 12c
5 11 (18.33%) Hadoop
6 10 (16.67%) Oracle Database 11g
7 9 (15.00%) Oracle Database 10g
8 7 (11.67%) Power BI
9 6 (10.00%) Oracle OWB
10 5 (8.33%) Azure SQL Database
10 5 (8.33%) Data Mining
10 5 (8.33%) Geospatial Data
10 5 (8.33%) IBM InfoSphere
10 5 (8.33%) NoSQL
11 4 (6.67%) Oracle Reports
11 4 (6.67%) SQL Server 2008
12 2 (3.33%) Star Schema
Development Applications
1 8 (13.33%) HP UFT
1 8 (13.33%) Oracle APEX
1 8 (13.33%) Toad
2 7 (11.67%) Team Foundation Server
3 6 (10.00%) Oracle Forms
3 6 (10.00%) TeamCity
4 1 (1.67%) Git (software)
4 1 (1.67%) Gradle
4 1 (1.67%) IntelliJ
4 1 (1.67%) Jenkins
4 1 (1.67%) JUnit
4 1 (1.67%) Visual Studio
General
1 4 (6.67%) Back Office
1 4 (6.67%) Finance
1 4 (6.67%) Marketing
2 3 (5.00%) Billing
2 3 (5.00%) Telecoms
3 2 (3.33%) Retail
Job Titles
1 13 (21.67%) Architect
2 11 (18.33%) Data Architect
3 10 (16.67%) Developer
4 9 (15.00%) Analyst
5 8 (13.33%) Data Analyst
5 8 (13.33%) ETL Analyst
6 7 (11.67%) Consultant
6 7 (11.67%) Tester
7 6 (10.00%) Big Data Architect
8 5 (8.33%) Data Scientist
9 4 (6.67%) Geospatial Architect
9 4 (6.67%) Solutions Architect
10 3 (5.00%) Business Intelligence Developer
10 3 (5.00%) Data Manager
10 3 (5.00%) Data Warehouse Analyst
10 3 (5.00%) ETL Developer
10 3 (5.00%) Knowledge Engineer
11 2 (3.33%) Cognos Developer
11 2 (3.33%) ETL Consultant
11 2 (3.33%) Oracle Analyst
Libraries, Frameworks & Software Standards
1 7 (11.67%) XML
2 5 (8.33%) PostGIS
3 4 (6.67%) REST
3 4 (6.67%) SOAP
4 3 (5.00%) Apache Drill
4 3 (5.00%) Middleware
5 2 (3.33%) Oracle Fusion
6 1 (1.67%) Apache Camel
6 1 (1.67%) ASP.NET Web Forms
6 1 (1.67%) jQuery
6 1 (1.67%) JSON
6 1 (1.67%) Kafka
6 1 (1.67%) LINQ
6 1 (1.67%) LINQ to SQL
6 1 (1.67%) Mason
6 1 (1.67%) RESTful
6 1 (1.67%) Spring Integration
6 1 (1.67%) Visualforce
6 1 (1.67%) WCF
6 1 (1.67%) Web Services
Miscellaneous
1 4 (6.67%) Computer Science
1 4 (6.67%) Management Information System
2 2 (3.33%) Algorithms
3 1 (1.67%) Analytical Skills
3 1 (1.67%) Data Centre
3 1 (1.67%) Linux Command Line
3 1 (1.67%) N-Tier
3 1 (1.67%) Replication
3 1 (1.67%) Virtual Team
Operating Systems
1 12 (20.00%) Linux
2 7 (11.67%) Windows
3 5 (8.33%) Unix
4 1 (1.67%) Red Hat Enterprise Linux
4 1 (1.67%) Windows XP
Processes & Methodologies
1 23 (38.33%) Business Intelligence
2 22 (36.67%) Data Integration
3 20 (33.33%) Analytics
4 18 (30.00%) Data Modelling
5 17 (28.33%) Migration
6 14 (23.33%) Service Management
7 11 (18.33%) Agile Software Development
8 9 (15.00%) Data Analysis
9 8 (13.33%) Data Migration
9 8 (13.33%) Document Management
9 8 (13.33%) High Availability
9 8 (13.33%) ITIL
9 8 (13.33%) ITIL V3
9 8 (13.33%) Knowledge Management
9 8 (13.33%) Performance Management
9 8 (13.33%) Service Design
9 8 (13.33%) Test Automation
9 8 (13.33%) Test Management
10 6 (10.00%) Defect Tracking
10 6 (10.00%) Test Scripting
Programming Languages
1 31 (51.67%) SQL
2 8 (13.33%) F#
3 5 (8.33%) T-SQL
4 3 (5.00%) VBA
5 2 (3.33%) Java
5 2 (3.33%) PL/SQL
5 2 (3.33%) R
6 1 (1.67%) Apex Code
6 1 (1.67%) C#
6 1 (1.67%) JavaScript
6 1 (1.67%) Shell Script
6 1 (1.67%) SOQL
6 1 (1.67%) VB.NET
Qualifications
1 13 (21.67%) Security Cleared
2 12 (20.00%) SC Cleared
3 5 (8.33%) ISEB
3 5 (8.33%) ISEB Practitioner
3 5 (8.33%) ISTQB Foundation Certification
4 2 (3.33%) ISTQB
5 1 (1.67%) Degree
Quality Assurance & Compliance
1 8 (13.33%) SLA
2 2 (3.33%) QA
System Software
1 7 (11.67%) Oracle RAC
2 1 (1.67%) Apache ZooKeeper
2 1 (1.67%) HDFS
Vendors
1 28 (46.67%) Oracle
2 9 (15.00%) Microsoft
2 9 (15.00%) Tableau
3 8 (13.33%) IBM
4 7 (11.67%) Informatica
5 6 (10.00%) HP
5 6 (10.00%) MapR
5 6 (10.00%) Remedy
6 5 (8.33%) ESRI
6 5 (8.33%) SAP
7 4 (6.67%) VMware
8 2 (3.33%) Cognos
8 2 (3.33%) Salesforce.com
9 1 (1.67%) Dell
9 1 (1.67%) Red Hat