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 10 December 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
10 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 72 73 53
Rank change year-on-year
+1 -20
Contract jobs citing ETL 39 46 76
As % of all contract IT jobs located in Berkshire 1.95% 1.80% 2.88%
As % of the Processes & Methodologies category 2.45% 2.32% 3.90%
Number of daily rates quoted 27 29 45
Median daily rate £463 £400 £338
Median daily rate % change year-on-year
+15.62% +18.51%
90% offered a daily rate of more than £371 £320 £204
10% offered a daily rate of more than £575 £500 £545
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 £39.50 £38.50 £37.88
% change year-on-year
+2.59% +1.65%
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
1592 1981 1948
As % of all contract IT jobs located in Berkshire 79.72% 77.72% 73.93%
Number of daily rates quoted 868 1055 1030
Median daily rate £413 £400 £400
Median daily rate % change year-on-year
+3.12% -
90% offered a daily rate of more than £275 £273 £265
10% offered a daily rate of more than £530 £525 £550
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 53 93 24
Median hourly rate £22.50 £25.00 £27.83
Median hourly rate % change year-on-year
-10.00% -10.16%
90% offered a hourly rate of more than £12.50 £11.42 £15.50
10% offered a hourly rate of more than £55.00 £45.00 £42.50
UK excluding London median hourly rate £30.00 £34.00 £25.00
% change year-on-year
-11.76% +36.00%

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 10 December 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 10 December 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 +14 10 £475 -8.43%
Reading +4 9 £379 -20.31% 11
Bracknell +5 5 £356 - 1
Maidenhead - 4 £425 -
Wokingham -9 1 £475 +18.75% 1
Windsor - 1 £463 -
ETL
South East

ETL
Top 30 Related IT Skills in Berkshire

For the 6 months to 10 December 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 64 (66.67%) SQL
2 53 (55.21%) Business Intelligence
3 38 (39.58%) Migration
4 37 (38.54%) SQL Server
5 36 (37.50%) Oracle
6 35 (36.46%) Data Warehouse
7 33 (34.38%) Finance
8 26 (27.08%) Informatica
9 21 (21.88%) SQL Server Integration Services
10 19 (19.79%) Oracle BI EE
10 19 (19.79%) T-SQL
11 17 (17.71%) Agile Software Development
12 16 (16.67%) Data Migration
12 16 (16.67%) Data Extraction
12 16 (16.67%) Data Quality
13 15 (15.63%) SC Cleared
13 15 (15.63%) Security Cleared
13 15 (15.63%) Ab Initio
13 15 (15.63%) Validation
14 14 (14.58%) Shell Script
14 14 (14.58%) WebLogic
14 14 (14.58%) Unix
14 14 (14.58%) Linux
14 14 (14.58%) Data Modelling
14 14 (14.58%) Oracle Enterprise Manager
14 14 (14.58%) Microsoft
15 13 (13.54%) MS Excel
15 13 (13.54%) SAP
15 13 (13.54%) Kimball Methodology
16 12 (12.50%) Oracle ODI

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 (14.58%) WebLogic
2 3 (3.13%) Apache Spark
2 3 (3.13%) SharePoint
3 2 (2.08%) Apache
4 1 (1.04%) Elasticsearch
4 1 (1.04%) Oracle SOA Suite
4 1 (1.04%) SAS
Applications
1 13 (13.54%) MS Excel
2 4 (4.17%) MS Office
3 1 (1.04%) SPSS
Business Applications
1 7 (7.29%) HFM
2 6 (6.25%) Cognos Business Intelligence
2 6 (6.25%) SAP FI
3 4 (4.17%) Hyperion Planning
4 3 (3.13%) Oracle ERP
4 3 (3.13%) SAP APO
5 2 (2.08%) SessionCam
6 1 (1.04%) Dynamics CRM
6 1 (1.04%) SAP ERP
6 1 (1.04%) SAP MDM
6 1 (1.04%) SAP MM
6 1 (1.04%) SAP SD
6 1 (1.04%) SystmOne
Cloud Services
1 2 (2.08%) GitHub
1 2 (2.08%) Google Analytics
1 2 (2.08%) Google Tag Manager
2 1 (1.04%) Amazon AWS
2 1 (1.04%) Bluemix
2 1 (1.04%) CallidusCloud
2 1 (1.04%) IaaS
2 1 (1.04%) IBM Cloud
2 1 (1.04%) PaaS
Communications & Networking
1 2 (2.08%) LAN
2 1 (1.04%) LDAP
Database & Business Intelligence
1 37 (38.54%) SQL Server
2 35 (36.46%) Data Warehouse
3 21 (21.88%) SQL Server Integration Services
4 19 (19.79%) Oracle BI EE
5 12 (12.50%) Oracle ODI
5 12 (12.50%) SQL Server Reporting Services
6 11 (11.46%) SAP Data Services
7 10 (10.42%) SQL Server 2012
7 10 (10.42%) SQL Server Analysis Services
8 9 (9.38%) Big Data
8 9 (9.38%) SQL Server 2008
9 8 (8.33%) DataStage
9 8 (8.33%) Hadoop
9 8 (8.33%) OLAP
10 6 (6.25%) Data Mart
10 6 (6.25%) SQL Server 2014
11 5 (5.21%) NoSQL
11 5 (5.21%) Power BI
11 5 (5.21%) QlikView
12 4 (4.17%) MySQL
Development Applications
1 11 (11.46%) LSMW
1 11 (11.46%) Toad
2 7 (7.29%) Oracle APEX
3 4 (4.17%) Team Foundation Server
4 1 (1.04%) Talend Open Studio
General
1 33 (34.38%) Finance
2 5 (5.21%) Marketing
3 3 (3.13%) Advertising
3 3 (3.13%) Legal
3 3 (3.13%) Pharmaceutical
4 2 (2.08%) Billing
4 2 (2.08%) Retail
4 2 (2.08%) Telecoms
5 1 (1.04%) Financial Institution
Job Titles
1 29 (30.21%) Consultant
2 28 (29.17%) Developer
3 15 (15.63%) Analyst
4 13 (13.54%) Data Consultant
5 12 (12.50%) Architect
6 11 (11.46%) SAP Consultant
6 11 (11.46%) SAP Data Consultant
7 10 (10.42%) Business Intelligence Analyst
7 10 (10.42%) Business Intelligence Developer
7 10 (10.42%) SSIS Developer
8 9 (9.38%) Data Architect
8 9 (9.38%) SQL Developer
9 8 (8.33%) ETL Developer
10 7 (7.29%) Data Migration Consultant
10 7 (7.29%) DBA
10 7 (7.29%) Migration Consultant
10 7 (7.29%) OBIEE Consultant
10 7 (7.29%) SAP Data Migration Consultant
10 7 (7.29%) SAP Migration Consultant
11 6 (6.25%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 12 (12.50%) XML
2 7 (7.29%) BAPI
3 6 (6.25%) HTML
4 5 (5.21%) .NET
4 5 (5.21%) EJB
5 4 (4.17%) AngularJS
5 4 (4.17%) CSS
5 4 (4.17%) MDX
5 4 (4.17%) Web Services
6 3 (3.13%) ASP.NET
6 3 (3.13%) CSS3
6 3 (3.13%) HTML5
6 3 (3.13%) J2EE
6 3 (3.13%) JSP
6 3 (3.13%) Twitter Bootstrap
6 3 (3.13%) Velocity
7 2 (2.08%) jQuery
7 2 (2.08%) JSON
7 2 (2.08%) SOAP
7 2 (2.08%) WCF
Miscellaneous
1 16 (16.67%) Data Extraction
2 12 (12.50%) Analytical Skills
3 11 (11.46%) Data Conversion
4 6 (6.25%) Data Structures
5 4 (4.17%) Data Integration
6 3 (3.13%) AS400
6 3 (3.13%) Enterprise Software
6 3 (3.13%) Management Information System
6 3 (3.13%) Visualisation
7 2 (2.08%) FMCG
8 1 (1.04%) Blog
8 1 (1.04%) Computer Science
8 1 (1.04%) Economics
8 1 (1.04%) Graphic Design
8 1 (1.04%) Mathematics
8 1 (1.04%) NHS
8 1 (1.04%) PKI
8 1 (1.04%) Reference Data
8 1 (1.04%) Statistics
8 1 (1.04%) User Experience
Operating Systems
1 14 (14.58%) Linux
1 14 (14.58%) Unix
2 2 (2.08%) Windows
2 2 (2.08%) Windows Server
Processes & Methodologies
1 53 (55.21%) Business Intelligence
2 38 (39.58%) Migration
3 17 (17.71%) Agile Software Development
4 16 (16.67%) Data Migration
5 15 (15.63%) Validation
6 14 (14.58%) Data Modelling
7 13 (13.54%) Kimball Methodology
8 11 (11.46%) User Acceptance Testing
9 10 (10.42%) Analytics
9 10 (10.42%) Data Cleansing
9 10 (10.42%) Data Management
9 10 (10.42%) E-business
9 10 (10.42%) ERP
10 9 (9.38%) CRM
10 9 (9.38%) Master Data Management
10 9 (9.38%) Stakeholder Management
11 8 (8.33%) Data Mapping
11 8 (8.33%) Inmon Methodology
12 7 (7.29%) Requirements Analysis
12 7 (7.29%) Waterfall
Programming Languages
1 64 (66.67%) SQL
2 19 (19.79%) T-SQL
3 14 (14.58%) Shell Script
4 8 (8.33%) Java
5 7 (7.29%) JavaScript
6 5 (5.21%) C#
6 5 (5.21%) PL/SQL
7 3 (3.13%) PHP
7 3 (3.13%) Python
7 3 (3.13%) Scala
7 3 (3.13%) VBA
8 2 (2.08%) XPath
9 1 (1.04%) Ruby
9 1 (1.04%) TypeScript
9 1 (1.04%) VB.NET
Qualifications
1 15 (15.63%) SC Cleared
1 15 (15.63%) Security Cleared
2 6 (6.25%) BC Cleared
2 6 (6.25%) BPSS Clearance
2 6 (6.25%) DV Cleared
Quality Assurance & Compliance
1 16 (16.67%) Data Quality
2 5 (5.21%) GxP
3 4 (4.17%) Sarbanes-Oxley
4 2 (2.08%) QA
5 1 (1.04%) ISO 9001
5 1 (1.04%) SLA
System Software
1 3 (3.13%) HDFS
2 1 (1.04%) Active Directory
Systems Management
1 14 (14.58%) Oracle Enterprise Manager
2 3 (3.13%) Oozie
3 1 (1.04%) Kibana
3 1 (1.04%) logstash
Vendors
1 36 (37.50%) Oracle
2 26 (27.08%) Informatica
3 15 (15.63%) Ab Initio
4 14 (14.58%) Microsoft
5 13 (13.54%) SAP
6 10 (10.42%) Cognos
7 7 (7.29%) Hyperion
8 5 (5.21%) Tableau
9 3 (3.13%) IBM
9 3 (3.13%) MicroStrategy
9 3 (3.13%) Salesforce.com
10 2 (2.08%) Callidus
10 2 (2.08%) Cloudera
10 2 (2.08%) Google
10 2 (2.08%) NetSuite
10 2 (2.08%) Omniture
10 2 (2.08%) ServiceNow
10 2 (2.08%) Teradata
11 1 (1.04%) Marketo
11 1 (1.04%) Talend
Reading
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