The following table provides summary statistics for contract job vacancies advertised in the South West 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 27 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
27 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / South West
Rank 97 70 64
Rank change year-on-year -27 -6  
Contract jobs citing ETL 40 71 91
As % of all contract IT jobs advertised in the South West 1.55% 2.45% 2.89%
As % of the Processes & Methodologies category 1.90% 3.06% 3.67%
Number of daily rates quoted 22 49 66
Median daily rate £400 £363 £375
Median daily rate % change year-on-year +10.34% -3.33%  
90% offered a daily rate of more than £350 £323 £300
10% offered a daily rate of more than £498 £505 £475
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 2 0 0
Median hourly rate £40.00 - -
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 the South West with a requirement for process and methodology skills.

Contract Process & Methodology Skills
South West
Contract job vacancies with a requirement for process and methodology skills 2101 2318 2482
As % of all contract IT job vacancies advertised in the South West 81.62% 79.88% 78.92%
Number of daily rates quoted 1374 1527 1602
Median daily rate £400 £388 £400
Median daily rate % change year-on-year +3.22% -3.12%  
90% offered a daily rate of more than £265 £275 £288
10% offered a daily rate of more than £525 £525 £550
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 106 137 87
Median hourly rate £39.50 £42.25 £35.00
Median hourly rate % change year-on-year -6.50% +20.71%  
90% offered a hourly rate of more than £14.73 £27.50 £13.00
10% offered a hourly rate of more than £47.50 £57.00 £46.50
UK excluding London median hourly rate £36.25 £38.50 £30.20
% change year-on-year -5.84% +27.48%  

ETL
Job Vacancy Trend in the South West

The job posting trend of jobs advertised in the South West 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 the South West

ETL
Contractor Daily Rate Trend in the South West

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

Contractor daily rate trend for ETL in the South West

ETL
Contractor Daily Rate Histogram in the South West

The daily rate distribution of IT jobs citing ETL in the South West over the 3 months to 27 March 2017.

Contractor daily rate histogram for ETL in the South West

ETL
Contractor Hourly Rate Trend in the South West

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

Contractor hourly rate trend for ETL in the South West

ETL
Contract Job Locations in the South West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the South West region over the 3 months to 27 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
Bristol -11 17 £395 +12.85% 11
Wiltshire +5 11 £400 -13.51% 2
Gloucestershire +5 5 £400 +23.07% 3
Somerset +2 4 £388 +19.23% 3
Dorset -7 2 £525 +13.51%
ETL
England

ETL
Top 30 Related IT Skills in the South West

For the 6 months to 27 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 South West region with a requirement for ETL.

1 62 (67.39%) SQL
2 43 (46.74%) Data Warehouse
3 41 (44.57%) SQL Server
3 41 (44.57%) SQL Server Integration Services
4 38 (41.30%) Business Intelligence
5 30 (32.61%) Microsoft
6 29 (31.52%) Finance
6 29 (31.52%) SQL Server Reporting Services
7 24 (26.09%) Agile Software Development
8 23 (25.00%) Oracle
9 22 (23.91%) T-SQL
10 20 (21.74%) Migration
11 18 (19.57%) Security Cleared
12 17 (18.48%) SC Cleared
12 17 (18.48%) Data Migration
13 16 (17.39%) .NET
14 15 (16.30%) SQL Server Analysis Services
14 15 (16.30%) SQL Server 2014
15 12 (13.04%) C#
15 12 (13.04%) MS Excel
16 11 (11.96%) Data Modelling
16 11 (11.96%) Management Information System
16 11 (11.96%) Kimball Methodology
16 11 (11.96%) Oracle Database
17 10 (10.87%) Banking
18 9 (9.78%) Data Analysis
18 9 (9.78%) Marketing
18 9 (9.78%) Stakeholder Management
18 9 (9.78%) PL/SQL
18 9 (9.78%) SAP

ETL
Top Related IT Skills in the South West 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 4 (4.35%) IIS
1 4 (4.35%) SAS
2 3 (3.26%) WebLogic
3 2 (2.17%) Apache Qpid
3 2 (2.17%) Apache Solr
3 2 (2.17%) Apache Spark
3 2 (2.17%) Confluence
3 2 (2.17%) SharePoint
4 1 (1.09%) BizTalk Server
4 1 (1.09%) NetWeaver
4 1 (1.09%) Oracle SOA Suite
Applications
1 12 (13.04%) MS Excel
2 3 (3.26%) MS Project
3 1 (1.09%) MS PowerPoint
3 1 (1.09%) MS Visio
Business Applications
1 4 (4.35%) SAP Oil and Gas
2 2 (2.17%) Dynamics CRM
2 2 (2.17%) Dynamics NAV
2 2 (2.17%) Oracle Applications
2 2 (2.17%) Unit4 Business World
3 1 (1.09%) Oracle 11i
3 1 (1.09%) Oracle General Ledger
Cloud Services
1 3 (3.26%) Amazon AWS
2 2 (2.17%) Microsoft Azure
Communications & Networking
1 5 (5.43%) Firewall
1 5 (5.43%) Intrusion Detection
2 4 (4.35%) Network Security
3 3 (3.26%) PuTTY
3 3 (3.26%) SAN
3 3 (3.26%) WinSCP
4 2 (2.17%) AMQP
4 2 (2.17%) VoIP
4 2 (2.17%) Wireshark
Database & Business Intelligence
1 43 (46.74%) Data Warehouse
2 41 (44.57%) SQL Server
2 41 (44.57%) SQL Server Integration Services
3 29 (31.52%) SQL Server Reporting Services
4 15 (16.30%) SQL Server 2014
4 15 (16.30%) SQL Server Analysis Services
5 11 (11.96%) Oracle Database
6 9 (9.78%) SQL Server 2012
7 8 (8.70%) Big Data
7 8 (8.70%) Oracle ODI
8 7 (7.61%) Hadoop
8 7 (7.61%) Oracle BI EE
9 6 (6.52%) SQL Server 2008
10 5 (5.43%) MS Access
10 5 (5.43%) OLTP
10 5 (5.43%) Power BI
11 4 (4.35%) Amazon Redshift
11 4 (4.35%) BusinessObjects
11 4 (4.35%) PostgreSQL
11 4 (4.35%) SAS Data Integration Studio
Development Applications
1 8 (8.70%) Team Foundation Server
2 5 (5.43%) JIRA
2 5 (5.43%) Talend Open Studio
2 5 (5.43%) Visual Studio
3 2 (2.17%) Bitbucket
3 2 (2.17%) CMake
3 2 (2.17%) ERwin
3 2 (2.17%) Git (software)
3 2 (2.17%) GoogleTest
3 2 (2.17%) Jenkins
3 2 (2.17%) MagicDraw
3 2 (2.17%) Rational Rose
3 2 (2.17%) Subversion
4 1 (1.09%) Eclipse
4 1 (1.09%) SQL Server Management Studio (SSMS)
General
1 29 (31.52%) Finance
2 10 (10.87%) Banking
3 9 (9.78%) Marketing
4 8 (8.70%) Telecoms
5 7 (7.61%) Retail
6 5 (5.43%) Manufacturing
7 4 (4.35%) Electronics
8 3 (3.26%) Advertising
8 3 (3.26%) Legal
9 2 (2.17%) Wholesale Banking
10 1 (1.09%) Aerospace
10 1 (1.09%) Financial Institution
10 1 (1.09%) General Ledger
10 1 (1.09%) Retail Banking
Job Titles
1 45 (48.91%) Developer
2 14 (15.22%) SQL Developer
3 13 (14.13%) Architect
4 11 (11.96%) DBA
5 9 (9.78%) Analyst
6 8 (8.70%) Business Intelligence Developer
6 8 (8.70%) ETL Developer
7 7 (7.61%) Consultant
7 7 (7.61%) Data Warehouse Developer
7 7 (7.61%) Tester
8 5 (5.43%) Analyst Developer
8 5 (5.43%) Database Developer
8 5 (5.43%) Report Developer
8 5 (5.43%) SQL DBA
9 4 (4.35%) Business Developer
9 4 (4.35%) Data Architect
9 4 (4.35%) Oracle Developer
9 4 (4.35%) SQL Server DBA
9 4 (4.35%) SQL Server Developer
9 4 (4.35%) SSIS Developer
Libraries, Frameworks & Software Standards
1 16 (17.39%) .NET
2 8 (8.70%) Web Services
3 4 (4.35%) AppFabric
3 4 (4.35%) ASP.NET
3 4 (4.35%) WCF
4 2 (2.17%) CSS
4 2 (2.17%) HTML
4 2 (2.17%) Java EE
4 2 (2.17%) Kafka
4 2 (2.17%) Lucene
4 2 (2.17%) XML
4 2 (2.17%) XML Schema
5 1 (1.09%) JSON
5 1 (1.09%) MDX
5 1 (1.09%) Middleware
5 1 (1.09%) Oracle Fusion
5 1 (1.09%) SAP ALE
5 1 (1.09%) Spark Streaming
5 1 (1.09%) Spring
5 1 (1.09%) XSD
Miscellaneous
1 11 (11.96%) Management Information System
2 7 (7.61%) Analytical Skills
2 7 (7.61%) Data Structures
3 6 (6.52%) Reference Data
4 3 (3.26%) Clustering
5 2 (2.17%) Credit Risk
5 2 (2.17%) FMCG
5 2 (2.17%) Replication
5 2 (2.17%) Taxonomies
6 1 (1.09%) Computer Science
6 1 (1.09%) Mainframe
6 1 (1.09%) NHS
Operating Systems
1 8 (8.70%) Windows
2 6 (6.52%) Unix
3 5 (5.43%) Windows Server
4 3 (3.26%) Linux
Processes & Methodologies
1 38 (41.30%) Business Intelligence
2 24 (26.09%) Agile Software Development
3 20 (21.74%) Migration
4 17 (18.48%) Data Migration
5 11 (11.96%) Data Modelling
5 11 (11.96%) Kimball Methodology
6 9 (9.78%) Data Analysis
6 9 (9.78%) Stakeholder Management
7 8 (8.70%) Analytics
7 8 (8.70%) Data Cleansing
7 8 (8.70%) Data Integration
7 8 (8.70%) SDLC
8 6 (6.52%) Data Management
8 6 (6.52%) Dimensional Modelling
8 6 (6.52%) High Availability
8 6 (6.52%) Issue Tracking
8 6 (6.52%) PRINCE2
8 6 (6.52%) Scrum
8 6 (6.52%) TOGAF
9 5 (5.43%) ITIL
Programming Languages
1 62 (67.39%) SQL
2 22 (23.91%) T-SQL
3 12 (13.04%) C#
4 9 (9.78%) PL/SQL
5 6 (6.52%) PHP
6 5 (5.43%) Shell Script
7 4 (4.35%) Java
7 4 (4.35%) VBA
8 3 (3.26%) PowerShell
9 2 (2.17%) Bash Shell
9 2 (2.17%) JavaScript
9 2 (2.17%) Perl
9 2 (2.17%) Python
9 2 (2.17%) Ruby
9 2 (2.17%) Scala
9 2 (2.17%) SPARQL
10 1 (1.09%) ABAP
10 1 (1.09%) COBOL
Qualifications
1 18 (19.57%) Security Cleared
2 17 (18.48%) SC Cleared
3 4 (4.35%) CHECK Team Member
3 4 (4.35%) CISM
3 4 (4.35%) CREST Certified
3 4 (4.35%) ISEB
3 4 (4.35%) ISTQB
4 3 (3.26%) BPSS Clearance
5 2 (2.17%) MCDBA
5 2 (2.17%) MCITP
5 2 (2.17%) MCPD
5 2 (2.17%) MCSA
5 2 (2.17%) MCSD
5 2 (2.17%) MCSE
5 2 (2.17%) Microsoft Certification
6 1 (1.09%) Degree
Quality Assurance & Compliance
1 7 (7.61%) Data Quality
2 4 (4.35%) PCI DSS
3 3 (3.26%) Disclosure Scotland
3 3 (3.26%) IFRS
3 3 (3.26%) IFRS 9
4 2 (2.17%) QA
System Software
1 5 (5.43%) Snort
2 4 (4.35%) Active Directory
3 3 (3.26%) Virtual Machines
4 2 (2.17%) Docker
4 2 (2.17%) HDFS
Systems Management
1 5 (5.43%) HP Quality Center
2 3 (3.26%) Failover Clustering
3 2 (2.17%) Hadoop YARN
4 1 (1.09%) SCCM
Vendors
1 30 (32.61%) Microsoft
2 23 (25.00%) Oracle
3 9 (9.78%) SAP
4 7 (7.61%) Informatica
5 5 (5.43%) Sourcefire
5 5 (5.43%) Talend
6 3 (3.26%) Cloudera
6 3 (3.26%) MapR
6 3 (3.26%) Nuix
6 3 (3.26%) Splunk
7 2 (2.17%) Google
7 2 (2.17%) IBM
8 1 (1.09%) Ab Initio
8 1 (1.09%) Cognos
8 1 (1.09%) Jaspersoft
8 1 (1.09%) JD Edwards
8 1 (1.09%) Tableau
8 1 (1.09%) Teradata
Bristol, Avon
Nigel Frank International Ltd
Rate: £375 - £425 per day
Posted: 4 days ago
Bristol, Avon
Talent International
Rate: £0.00 per annum
Posted: 6 days ago