Period
to 23 November 2017

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 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)
South East > Hampshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 90 121 128
Rank change year-on-year +31 +7 -15
Contract jobs citing ETL 69 51 58
As % of all contract IT jobs advertised in Hampshire 1.94% 1.31% 1.31%
As % of the Processes & Methodologies category 2.43% 1.63% 1.59%
Number of daily rates quoted 36 25 38
Hampshire median daily rate £385 £450 £400
Median daily rate % change year-on-year -14.44% +12.50% +6.67%
10th Percentile £240 £338 £313
90th Percentile £550 £555 £541
South East median daily rate £425 £425 £400
% change year-on-year - +6.25% -
Number of hourly rates quoted 0 1 0
Hampshire median hourly rate - £30.00 -
South East median hourly rate £56.50 £26.60 £22.50
% change year-on-year +112.45% +18.20% -88.16%

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 Hampshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hampshire
Contract vacancies with a requirement for process or methodology skills 2835 3131 3659
As % of all contract IT jobs advertised in Hampshire 79.70% 80.30% 82.86%
Number of daily rates quoted 1677 2010 2254
Hampshire median daily rate £400 £400 £380
Median daily rate % change year-on-year - +5.26% +5.56%
10th Percentile £239 £250 £263
90th Percentile £538 £550 £513
South East median daily rate £425 £400 £395
% change year-on-year +6.25% +1.27% +5.33%
Number of hourly rates quoted 107 164 193
Hampshire median hourly rate £40.00 £38.75 £27.50
Median hourly rate % change year-on-year +3.23% +40.91% +18.92%
10th Percentile £12.24 £12.50 £12.50
90th Percentile £48.98 £56.75 £48.65
South East median hourly rate £23.00 £26.75 £26.60
% change year-on-year -14.02% +0.56% +52.00%

ETL
Job Vacancy Trend in Hampshire

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

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 6 months to 23 November 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 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hook +24 20 £301 -
Southampton +13 12 £375 -16.43%
Basingstoke -27 8 £363 -12.12%
Portsmouth +2 4 £500 +66.67% 3
Farnborough +4 2 £450 -25.00%
Andover - 2 £475 -
ETL
South East

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 Hampshire region with a requirement for ETL.

1 41 (59.42%) SQL
2 26 (37.68%) Agile Software Development
3 24 (34.78%) Unix
4 23 (33.33%) Migration
5 22 (31.88%) PaaS
5 22 (31.88%) Performance Tuning
6 21 (30.43%) Oracle
7 20 (28.99%) Data Warehouse
7 20 (28.99%) Hadoop
8 19 (27.54%) Big Data
8 19 (27.54%) Java
8 19 (27.54%) Business Intelligence
8 19 (27.54%) Telecoms
9 18 (26.09%) Linux
10 17 (24.64%) Scrum
10 17 (24.64%) TDD
10 17 (24.64%) Git (software)
11 16 (23.19%) Data Modelling
12 15 (21.74%) Shell Script
13 14 (20.29%) Informatica
13 14 (20.29%) Apache
13 14 (20.29%) Apache Hive
13 14 (20.29%) System Testing
13 14 (20.29%) HBase
13 14 (20.29%) Apache Spark
14 13 (18.84%) HDFS
14 13 (18.84%) Spring Boot
14 13 (18.84%) Spark Streaming
14 13 (18.84%) Apache Camel
14 13 (18.84%) Cloud Foundry

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 14 (20.29%) Apache
1 14 (20.29%) Apache Spark
2 13 (18.84%) Cloud Foundry
2 13 (18.84%) GemFire
2 13 (18.84%) Tomcat
3 8 (11.59%) PowerExchange
4 2 (2.90%) SAS
5 1 (1.45%) Apache Pig
5 1 (1.45%) Jupyter
5 1 (1.45%) SharePoint
Applications
1 5 (7.25%) Microsoft Project
2 3 (4.35%) Microsoft Office
Business Applications
1 3 (4.35%) Remedy ITSM
2 2 (2.90%) Oracle ERP
Cloud Services
1 22 (31.88%) PaaS
2 13 (18.84%) GitHub
3 9 (13.04%) IaaS
3 9 (13.04%) Microsoft Azure
4 6 (8.70%) Amazon AWS
5 5 (7.25%) SaaS
6 1 (1.45%) Amazon S3
6 1 (1.45%) Google Cloud Platform
Communications & Networking
1 3 (4.35%) Kerberos
1 3 (4.35%) LDAP
Database & Business Intelligence
1 20 (28.99%) Data Warehouse
1 20 (28.99%) Hadoop
2 19 (27.54%) Big Data
3 14 (20.29%) Apache Hive
3 14 (20.29%) HBase
4 13 (18.84%) OLTP
4 13 (18.84%) SQL Server
5 10 (14.49%) Oracle BI EE
6 8 (11.59%) PowerCenter
7 7 (10.14%) SAP Data Services
7 7 (10.14%) SQL Server Integration Services
8 6 (8.70%) SQL Server Reporting Services
9 5 (7.25%) SQL Server 2008
9 5 (7.25%) SQL Server 2016
10 4 (5.80%) Geospatial Data
10 4 (5.80%) GIS
10 4 (5.80%) Kalido
10 4 (5.80%) NoSQL
10 4 (5.80%) Oracle Database
11 3 (4.35%) SQL Server 2014
Development Applications
1 17 (24.64%) Git (software)
2 13 (18.84%) Gradle
2 13 (18.84%) IntelliJ
2 13 (18.84%) Jenkins
2 13 (18.84%) JUnit
3 5 (7.25%) Appcelerator Titanium
3 5 (7.25%) Team Foundation Server
4 4 (5.80%) Moq
4 4 (5.80%) MSTest
4 4 (5.80%) Selenium
4 4 (5.80%) SpecFlow
4 4 (5.80%) Visual Studio
4 4 (5.80%) webpack
5 1 (1.45%) ERwin
5 1 (1.45%) JIRA
5 1 (1.45%) SQL Server Management Studio (SSMS)
General
1 19 (27.54%) Telecoms
2 5 (7.25%) Finance
3 1 (1.45%) Financial Institution
Job Titles
1 24 (34.78%) Developer
2 13 (18.84%) Analyst
3 11 (15.94%) Java Developer
4 10 (14.49%) Architect
4 10 (14.49%) Data Architect
5 8 (11.59%) Support Engineer
6 7 (10.14%) Big Data Developer
6 7 (10.14%) Business Analyst
6 7 (10.14%) Data Engineer
6 7 (10.14%) Informatica Engineer
6 7 (10.14%) Operations Engineer
6 7 (10.14%) Operations Support Engineer
7 6 (8.70%) Business Intelligence Analyst
7 6 (8.70%) Business Intelligence Business Analyst
8 5 (7.25%) Consultant
9 4 (5.80%) Data Modeller
10 3 (4.35%) Head of Architecture
10 3 (4.35%) Head of Data Architecture
10 3 (4.35%) Informatica Consultant
10 3 (4.35%) SQL Developer
Libraries, Frameworks & Software Standards
1 13 (18.84%) Apache Camel
1 13 (18.84%) J2EE
1 13 (18.84%) JSON
1 13 (18.84%) Kafka
1 13 (18.84%) Middleware
1 13 (18.84%) RESTful
1 13 (18.84%) Spark Streaming
1 13 (18.84%) Spring
1 13 (18.84%) Spring Boot
1 13 (18.84%) Spring Integration
2 7 (10.14%) XML
3 5 (7.25%) .NET
3 5 (7.25%) JDBC
3 5 (7.25%) Web Services
4 4 (5.80%) .NET Framework
4 4 (5.80%) Ajax
4 4 (5.80%) ASP.NET
4 4 (5.80%) ASP.NET Web API
4 4 (5.80%) React
4 4 (5.80%) XML Schema
Miscellaneous
1 13 (18.84%) Linux Command Line
1 13 (18.84%) Replication
1 13 (18.84%) Virtual Team
2 12 (17.39%) Management Information System
3 8 (11.59%) Analytical Skills
4 5 (7.25%) Enterprise Software
5 4 (5.80%) User Experience
6 1 (1.45%) Data Structures
6 1 (1.45%) Mobile App
6 1 (1.45%) Reference Data
6 1 (1.45%) Wiki
Operating Systems
1 24 (34.78%) Unix
2 18 (26.09%) Linux
3 13 (18.84%) Red Hat Enterprise Linux
4 6 (8.70%) Windows
5 3 (4.35%) Windows XP
Processes & Methodologies
1 26 (37.68%) Agile Software Development
2 23 (33.33%) Migration
3 22 (31.88%) Performance Tuning
4 19 (27.54%) Business Intelligence
5 17 (24.64%) Scrum
5 17 (24.64%) TDD
6 16 (23.19%) Data Modelling
7 14 (20.29%) System Testing
8 13 (18.84%) Acceptance Criteria
8 13 (18.84%) Benchmarking
8 13 (18.84%) Data Management
8 13 (18.84%) MapReduce
8 13 (18.84%) Unit Testing
8 13 (18.84%) User Stories
8 13 (18.84%) Validation
9 11 (15.94%) Data Architecture
9 11 (15.94%) Data Integration
10 10 (14.49%) Analytics
10 10 (14.49%) ITIL
11 9 (13.04%) Root Cause Analysis
Programming Languages
1 41 (59.42%) SQL
2 19 (27.54%) Java
3 15 (21.74%) Shell Script
4 9 (13.04%) C#
5 8 (11.59%) JavaScript
5 8 (11.59%) PowerShell
5 8 (11.59%) T-SQL
6 7 (10.14%) PL/SQL
7 4 (5.80%) ES6
7 4 (5.80%) F#
7 4 (5.80%) TypeScript
7 4 (5.80%) VBScript
8 3 (4.35%) C
9 1 (1.45%) Python
9 1 (1.45%) Scala
Qualifications
1 12 (17.39%) Degree
2 9 (13.04%) SC Cleared
2 9 (13.04%) Security Cleared
Quality Assurance & Compliance
1 13 (18.84%) QA
2 2 (2.90%) Data Quality
System Software
1 13 (18.84%) Apache ZooKeeper
1 13 (18.84%) HDFS
2 3 (4.35%) Active Directory
Systems Management
1 4 (5.80%) Control-M
2 3 (4.35%) Oracle Identity Manager
3 2 (2.90%) Data Guard
Vendors
1 21 (30.43%) Oracle
2 14 (20.29%) Informatica
3 13 (18.84%) Red Hat
4 12 (17.39%) Microsoft
5 6 (8.70%) SAP
6 5 (7.25%) IFS
6 5 (7.25%) Netezza
6 5 (7.25%) Tableau
7 4 (5.80%) ESRI
8 3 (4.35%) BMC
8 3 (4.35%) CyberArk
8 3 (4.35%) Lieberman
8 3 (4.35%) Remedy
8 3 (4.35%) Thycotic
9 2 (2.90%) Ab Initio
10 1 (1.45%) Cloudera
10 1 (1.45%) Google