The table below looks at the statistics for ETL skills in IT contracts advertised for the Berkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 29 May 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
29 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 89 89 77
Rank change year-on-year
0 -12
Contract jobs citing ETL 38 30 51
As % of all contract IT jobs located in Berkshire 1.57% 1.16% 1.98%
As % of the Processes & Methodologies category 1.98% 1.52% 2.66%
Number of daily rates quoted 21 23 35
Median daily rate £425 £350 £425
Median daily rate % change year-on-year
+21.42% -17.64%
90% offered a daily rate of more than £300 £230 £325
10% offered a daily rate of more than £500 £504 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 £33.50 £55.00
% change year-on-year
-38.80% -39.09%
ETL
South East

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Berkshire region.

Processes & Methodologies Category
Berkshire
Contract IT job ads with a match in the
Processes & Methodologies category
1918 1978 1915
As % of all contract IT jobs located in Berkshire 79.06% 76.43% 74.51%
Number of daily rates quoted 1052 1009 939
Median daily rate £418 £398 £375
Median daily rate % change year-on-year
+5.15% +6.00%
90% offered a daily rate of more than £280 £238 £225
10% offered a daily rate of more than £525 £500 £500
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 61 60 40
Median hourly rate £16.00 £22.50 £20.00
Median hourly rate % change year-on-year
-28.88% +12.50%
90% offered a hourly rate of more than £11.20 £13.83 £11.25
10% offered a hourly rate of more than £24.90 £39.00 £34.00
UK excluding London median hourly rate £33.00 £30.50 £30.00
% change year-on-year
+8.19% +1.66%

ETL
Jobs Demand Trend in Berkshire

The demand trend of contract jobs across the Berkshire region citing ETL as a proportion of all IT contracts with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Berkshire

ETL
Daily Rate Trend in Berkshire

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing ETL across the Berkshire region.

ETL Daily Rate Trend in Berkshire

ETL
Daily Rate Histogram in Berkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Berkshire region over the 3 months to 29 May 2016.

ETL Daily Rate Histogram in Berkshire

ETL
Hourly Rate Trend in Berkshire

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

ETL Hourly Rate Trend in Berkshire

ETL
Contract Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Berkshire region over the 3 months to 29 May 2016. 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
(Click see detailed
statistics and trends)
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
Reading -6 12 £500 +25.00% 6
Slough +15 10 £324 -56.83% 3
Maidenhead +5 5 - -
Bracknell -5 4 £500 +60.00%
ETL
South East

ETL
Top 30 Related IT Skills in Berkshire

For the 6 months to 29 May 2016, 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 Berkshire region with a requirement for ETL.

1 44 (49.44%) SQL
2 33 (37.08%) Business Intelligence
2 33 (37.08%) Migration
3 32 (35.96%) Oracle
4 28 (31.46%) Data Architecture
5 26 (29.21%) Data Warehouse
5 26 (29.21%) SQL Server
6 24 (26.97%) Data Management
7 23 (25.84%) Finance
7 23 (25.84%) Data Migration
8 22 (24.72%) Data Quality
8 22 (24.72%) Agile Software Development
9 21 (23.60%) SAP
9 21 (23.60%) Data Modelling
10 19 (21.35%) Java
10 19 (21.35%) Telecoms
11 18 (20.22%) Master Data Management
11 18 (20.22%) Oracle Database
12 15 (16.85%) Web Services
12 15 (16.85%) XML
13 14 (15.73%) SQL Server Integration Services
14 13 (14.61%) Relational Database
15 11 (12.36%) Data Integration
15 11 (12.36%) IBM
15 11 (12.36%) Microsoft
15 11 (12.36%) SQL Server Reporting Services
16 10 (11.24%) Ab Initio
16 10 (11.24%) PL/SQL
16 10 (11.24%) Talend Open Studio
16 10 (11.24%) Marketing

ETL
Top Related IT Skills in Berkshire 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 2 (2.25%) SAS
2 1 (1.12%) CMS
2 1 (1.12%) IIS
2 1 (1.12%) Tomcat
2 1 (1.12%) WebSphere
Applications
1 5 (5.62%) MS Excel
2 2 (2.25%) MS Office
3 1 (1.12%) MS PowerPoint
3 1 (1.12%) MS Visio
Business Applications
1 7 (7.87%) HFM
2 6 (6.74%) SAP IS-U
3 5 (5.62%) Remedy ITSM
3 5 (5.62%) SAP ERP
4 4 (4.49%) SAP Oil and Gas
5 2 (2.25%) Hyperion Planning
6 1 (1.12%) Cognos Business Intelligence
6 1 (1.12%) Dynamics CRM
6 1 (1.12%) SAP Business ByDesign
Cloud Services
1 5 (5.62%) Amazon AWS
2 3 (3.37%) Microsoft Azure
3 1 (1.12%) SuccessFactors
Communications & Networking
1 2 (2.25%) SNMP
2 1 (1.12%) S/MIME
2 1 (1.12%) SSL
Database & Business Intelligence
1 26 (29.21%) Data Warehouse
1 26 (29.21%) SQL Server
2 18 (20.22%) Oracle Database
3 14 (15.73%) SQL Server Integration Services
4 13 (14.61%) Relational Database
5 11 (12.36%) SQL Server Reporting Services
6 9 (10.11%) Big Data
6 9 (10.11%) IBM InfoSphere
7 8 (8.99%) Power BI
7 8 (8.99%) RDBMS
8 7 (7.87%) DataStage
8 7 (7.87%) Oracle ODI
8 7 (7.87%) SQL Server Analysis Services
9 5 (5.62%) Amazon DynamoDB
9 5 (5.62%) Apache Cassandra
9 5 (5.62%) BusinessObjects
9 5 (5.62%) Neo4j
9 5 (5.62%) OrientDB
9 5 (5.62%) SQL Server 2008
9 5 (5.62%) SQL Server 2014
Development Applications
1 10 (11.24%) Talend Open Studio
2 3 (3.37%) PowerDesigner
3 1 (1.12%) Team Foundation Server
3 1 (1.12%) Toad
General
1 23 (25.84%) Finance
2 19 (21.35%) Telecoms
3 10 (11.24%) Marketing
4 5 (5.62%) Billing
5 4 (4.49%) Electronics
5 4 (4.49%) Manufacturing
5 4 (4.49%) Retail
6 2 (2.25%) Automotive
6 2 (2.25%) Legal
7 1 (1.12%) Advertising
7 1 (1.12%) Publishing
Job Titles
1 28 (31.46%) Developer
2 23 (25.84%) Architect
3 21 (23.60%) Data Architect
4 10 (11.24%) Analyst
4 10 (11.24%) Business Intelligence Developer
5 9 (10.11%) Talend Developer
6 7 (7.87%) Administrator
6 7 (7.87%) Designer
7 6 (6.74%) Consultant
7 6 (6.74%) DBA
7 6 (6.74%) Solutions Designer
8 5 (5.62%) Data Migration Architect
8 5 (5.62%) ETL Architect
8 5 (5.62%) Migration Architect
9 4 (4.49%) Business Developer
9 4 (4.49%) Data Integration Architect
9 4 (4.49%) Integration Architect
9 4 (4.49%) Integration Developer
10 3 (3.37%) Business Analyst
10 3 (3.37%) Senior Developer
Libraries, Frameworks & Software Standards
1 15 (16.85%) Web Services
1 15 (16.85%) XML
2 8 (8.99%) EJB
3 7 (7.87%) JSP
4 6 (6.74%) MDX
5 4 (4.49%) J2EE
6 3 (3.37%) REST
7 2 (2.25%) SOAP
8 1 (1.12%) .NET
8 1 (1.12%) ASP.NET
8 1 (1.12%) ASP.NET MVC
8 1 (1.12%) ASP.NET MVC 4
8 1 (1.12%) ASP.NET MVC 5
8 1 (1.12%) ASP.NET Web Forms
8 1 (1.12%) Middleware
8 1 (1.12%) WebSphere MQ
Miscellaneous
1 11 (12.36%) Data Integration
2 9 (10.11%) Management Information System
3 7 (7.87%) Analytical Skills
3 7 (7.87%) Data Conversion
3 7 (7.87%) Enterprise Software
4 4 (4.49%) Visualisation
5 1 (1.12%) Computer Science
5 1 (1.12%) Data Structures
5 1 (1.12%) Reference Data
Operating Systems
1 1 (1.12%) AIX
1 1 (1.12%) Linux
1 1 (1.12%) Red Hat Enterprise Linux
Processes & Methodologies
1 33 (37.08%) Business Intelligence
1 33 (37.08%) Migration
2 28 (31.46%) Data Architecture
3 24 (26.97%) Data Management
4 23 (25.84%) Data Migration
5 22 (24.72%) Agile Software Development
6 21 (23.60%) Data Modelling
7 18 (20.22%) Master Data Management
8 9 (10.11%) Analytics
8 9 (10.11%) SOA
9 8 (8.99%) Data Governance
9 8 (8.99%) ETL Development
9 8 (8.99%) Kimball Methodology
9 8 (8.99%) Logical Data Model
9 8 (8.99%) Performance Tuning
9 8 (8.99%) Physical Data Model
9 8 (8.99%) Stakeholder Management
10 7 (7.87%) Enterprise Architecture
10 7 (7.87%) Scrum
10 7 (7.87%) Translating Business Requirements
Programming Languages
1 44 (49.44%) SQL
2 19 (21.35%) Java
3 10 (11.24%) PL/SQL
4 7 (7.87%) T-SQL
5 5 (5.62%) PHP
6 2 (2.25%) C#
6 2 (2.25%) JavaScript
7 1 (1.12%) C
7 1 (1.12%) Korn
7 1 (1.12%) PowerShell
7 1 (1.12%) Shell Script
Qualifications
1 3 (3.37%) SAP Certification
2 2 (2.25%) ACCA
2 2 (2.25%) CIMA
2 2 (2.25%) Degree
3 1 (1.12%) PRINCE2 Certification
Quality Assurance & Compliance
1 22 (24.72%) Data Quality
2 2 (2.25%) SLA
3 1 (1.12%) QA
Systems Management
1 1 (1.12%) BMC PATROL
1 1 (1.12%) Netcool
Vendors
1 32 (35.96%) Oracle
2 21 (23.60%) SAP
3 11 (12.36%) IBM
3 11 (12.36%) Microsoft
4 10 (11.24%) Ab Initio
4 10 (11.24%) Talend
5 7 (7.87%) Hyperion
5 7 (7.87%) Informatica
6 6 (6.74%) BMC
6 6 (6.74%) Remedy
6 6 (6.74%) Teradata
7 2 (2.25%) Cognos
7 2 (2.25%) Tableau
8 1 (1.12%) HP
8 1 (1.12%) Mercator
8 1 (1.12%) MicroStrategy
8 1 (1.12%) Red Hat
8 1 (1.12%) Sybase