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 September 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 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 68 64 71
Rank change year-on-year
-4 +7
Contract jobs citing ETL 51 58 55
As % of all contract IT jobs located in Berkshire 2.31% 2.32% 2.25%
As % of the Processes & Methodologies category 2.86% 3.04% 2.96%
Number of daily rates quoted 26 37 24
Median daily rate £436 £400 £358
Median daily rate % change year-on-year
+8.90% +11.88%
90% offered a daily rate of more than £331 £319 £225
10% offered a daily rate of more than £525 £525 £434
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £48.00 £29.50 £67.00
% change year-on-year
+62.71% -55.97%
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
1783 1905 1861
As % of all contract IT jobs located in Berkshire 80.68% 76.08% 76.24%
Number of daily rates quoted 967 1116 892
Median daily rate £413 £400 £390
Median daily rate % change year-on-year
+3.12% +2.56%
90% offered a daily rate of more than £275 £250 £260
10% offered a daily rate of more than £575 £525 £525
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 64 66 31
Median hourly rate £19.61 £37.00 £18.00
Median hourly rate % change year-on-year
-47.00% +105.55%
90% offered a hourly rate of more than £12.50 £14.50 £12.00
10% offered a hourly rate of more than £47.25 £40.00 £59.00
UK excluding London median hourly rate £32.66 £34.00 £26.00
% change year-on-year
-3.95% +30.76%

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 September 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 September 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
Slough 0 7 £325 -1.51% 3
Bracknell -2 6 £325 -13.33%
Wokingham -6 4 £425 +70.00%
Maidenhead - 4 £463 -
Newbury +4 3 £550 +46.66%
Reading +9 2 £463 +2.77% 1
ETL
South East

ETL
Top 30 Related IT Skills in Berkshire

For the 6 months to 29 September 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 54 (62.79%) SQL
2 46 (53.49%) Business Intelligence
3 40 (46.51%) Migration
4 37 (43.02%) Data Warehouse
5 28 (32.56%) SQL Server
6 27 (31.40%) Informatica
7 21 (24.42%) Oracle
8 20 (23.26%) Finance
9 18 (20.93%) Agile Software Development
10 16 (18.60%) T-SQL
10 16 (18.60%) SAP
10 16 (18.60%) Data Migration
11 15 (17.44%) SC Cleared
11 15 (17.44%) Security Cleared
11 15 (17.44%) Unix
12 14 (16.28%) Linux
12 14 (16.28%) WebLogic
12 14 (16.28%) Oracle Enterprise Manager
12 14 (16.28%) Shell Script
12 14 (16.28%) Data Conversion
12 14 (16.28%) Oracle BI EE
13 13 (15.12%) SAP Data Services
13 13 (15.12%) Data Quality
13 13 (15.12%) Analytics
13 13 (15.12%) Analytical Skills
14 12 (13.95%) Relational Database
14 12 (13.95%) Kimball Methodology
14 12 (13.95%) SQL Server Integration Services
14 12 (13.95%) Data Modelling
15 11 (12.79%) Microsoft

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 14 (16.28%) WebLogic
2 2 (2.33%) Apache
3 1 (1.16%) SAS
3 1 (1.16%) SharePoint
Applications
1 8 (9.30%) MS Excel
2 6 (6.98%) MS Office
3 1 (1.16%) MS PowerPoint
3 1 (1.16%) MS Visio
3 1 (1.16%) SPSS
Business Applications
1 6 (6.98%) Cognos Business Intelligence
1 6 (6.98%) SAP FI
2 3 (3.49%) SAP APO
2 3 (3.49%) SAP ERP
3 2 (2.33%) SAP IS-U
4 1 (1.16%) SAP Business ByDesign
4 1 (1.16%) SAP MDM
4 1 (1.16%) SAP MM
4 1 (1.16%) SAP SD
Cloud Services
1 6 (6.98%) Amazon AWS
2 2 (2.33%) GitHub
2 2 (2.33%) Google Analytics
2 2 (2.33%) Google Tag Manager
3 1 (1.16%) Bluemix
3 1 (1.16%) IaaS
3 1 (1.16%) IBM Cloud
3 1 (1.16%) Microsoft Azure
3 1 (1.16%) PaaS
3 1 (1.16%) SuccessFactors
Communications & Networking
1 2 (2.33%) LAN
1 2 (2.33%) SNMP
Database & Business Intelligence
1 37 (43.02%) Data Warehouse
2 28 (32.56%) SQL Server
3 14 (16.28%) Oracle BI EE
4 13 (15.12%) SAP Data Services
5 12 (13.95%) Relational Database
5 12 (13.95%) SQL Server Integration Services
6 10 (11.63%) DataStage
7 9 (10.47%) Big Data
8 8 (9.30%) SQL Server 2008
9 7 (8.14%) SQL Server Reporting Services
10 6 (6.98%) BusinessObjects
10 6 (6.98%) Data Mart
10 6 (6.98%) Neo4j
10 6 (6.98%) RDBMS
11 5 (5.81%) Amazon DynamoDB
11 5 (5.81%) Apache Cassandra
11 5 (5.81%) OrientDB
11 5 (5.81%) SQL Server Analysis Services
12 4 (4.65%) OLAP
12 4 (4.65%) Oracle ODI
Development Applications
1 11 (12.79%) LSMW
2 8 (9.30%) Toad
3 7 (8.14%) Oracle APEX
4 4 (4.65%) Team Foundation Server
General
1 20 (23.26%) Finance
2 8 (9.30%) Telecoms
3 4 (4.65%) Billing
4 3 (3.49%) Advertising
4 3 (3.49%) Marketing
5 2 (2.33%) Legal
5 2 (2.33%) Pharmaceutical
5 2 (2.33%) Retail
Job Titles
1 26 (30.23%) Consultant
2 23 (26.74%) Developer
3 11 (12.79%) Analyst
3 11 (12.79%) Data Consultant
3 11 (12.79%) SAP Consultant
3 11 (12.79%) SAP Data Consultant
4 9 (10.47%) Business Intelligence Analyst
5 8 (9.30%) Business Intelligence Developer
5 8 (9.30%) DBA
5 8 (9.30%) SQL Developer
6 7 (8.14%) Architect
6 7 (8.14%) Business Intelligence Consultant
6 7 (8.14%) Data Architect
6 7 (8.14%) Data Migration Consultant
6 7 (8.14%) ETL Developer
6 7 (8.14%) Migration Consultant
6 7 (8.14%) OBIEE Consultant
6 7 (8.14%) SAP Data Migration Consultant
6 7 (8.14%) SAP Migration Consultant
7 6 (6.98%) Oracle Consultant
Libraries, Frameworks & Software Standards
1 11 (12.79%) XML
2 7 (8.14%) BAPI
2 7 (8.14%) Web Services
3 5 (5.81%) HTML
3 5 (5.81%) MDX
4 4 (4.65%) REST
4 4 (4.65%) SOAP
5 3 (3.49%) AngularJS
5 3 (3.49%) CSS
5 3 (3.49%) EJB
6 2 (2.33%) ASP.NET MVC
6 2 (2.33%) CSS3
6 2 (2.33%) jQuery
6 2 (2.33%) JSON
6 2 (2.33%) React
6 2 (2.33%) Twitter Bootstrap
6 2 (2.33%) WCF
6 2 (2.33%) WSDL
6 2 (2.33%) XSD
6 2 (2.33%) XSLT
Miscellaneous
1 14 (16.28%) Data Conversion
2 13 (15.12%) Analytical Skills
3 10 (11.63%) Data Extraction
4 4 (4.65%) Data Integration
4 4 (4.65%) Data Structures
5 3 (3.49%) AS400
5 3 (3.49%) Enterprise Software
6 2 (2.33%) Computer Science
6 2 (2.33%) FMCG
6 2 (2.33%) Management Information System
7 1 (1.16%) Economics
7 1 (1.16%) Graphic Design
7 1 (1.16%) Mathematics
7 1 (1.16%) Statistics
7 1 (1.16%) User Experience
7 1 (1.16%) Visualisation
Operating Systems
1 15 (17.44%) Unix
2 14 (16.28%) Linux
3 1 (1.16%) Windows
3 1 (1.16%) Windows Server
Processes & Methodologies
1 46 (53.49%) Business Intelligence
2 40 (46.51%) Migration
3 18 (20.93%) Agile Software Development
4 16 (18.60%) Data Migration
5 13 (15.12%) Analytics
6 12 (13.95%) Data Modelling
6 12 (13.95%) Kimball Methodology
7 11 (12.79%) User Acceptance Testing
8 10 (11.63%) Data Architecture
8 10 (11.63%) Data Cleansing
8 10 (11.63%) E-business
8 10 (11.63%) Validation
9 8 (9.30%) Inmon Methodology
9 8 (9.30%) Scrum
9 8 (9.30%) Stakeholder Management
10 7 (8.14%) Data Mapping
10 7 (8.14%) ERP
10 7 (8.14%) Requirements Analysis
10 7 (8.14%) Systems Analysis
10 7 (8.14%) Waterfall
Programming Languages
1 54 (62.79%) SQL
2 16 (18.60%) T-SQL
3 14 (16.28%) Shell Script
4 8 (9.30%) PHP
5 7 (8.14%) JavaScript
6 5 (5.81%) Java
7 3 (3.49%) C#
8 2 (2.33%) Python
8 2 (2.33%) XPath
9 1 (1.16%) C
9 1 (1.16%) PL/SQL
9 1 (1.16%) PowerShell
9 1 (1.16%) Ruby
Qualifications
1 15 (17.44%) SC Cleared
1 15 (17.44%) Security Cleared
2 6 (6.98%) BC Cleared
2 6 (6.98%) BPSS Clearance
2 6 (6.98%) DV Cleared
Quality Assurance & Compliance
1 13 (15.12%) Data Quality
2 5 (5.81%) GxP
3 4 (4.65%) Sarbanes-Oxley
4 3 (3.49%) QA
5 2 (2.33%) SLA
6 1 (1.16%) ISO 9001
Systems Management
1 14 (16.28%) Oracle Enterprise Manager
2 1 (1.16%) BMC PATROL
2 1 (1.16%) Netcool
Vendors
1 27 (31.40%) Informatica
2 21 (24.42%) Oracle
3 16 (18.60%) SAP
4 11 (12.79%) Microsoft
5 10 (11.63%) Ab Initio
6 8 (9.30%) Cognos
7 5 (5.81%) IBM
8 2 (2.33%) Google
8 2 (2.33%) Omniture
8 2 (2.33%) ServiceNow
8 2 (2.33%) Teradata
9 1 (1.16%) BMC
9 1 (1.16%) Cloudera
9 1 (1.16%) HP