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 21 January 2017 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
21 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
South East / Berkshire
Rank 55 79 73
Rank change year-on-year
+24 -6
Contract jobs citing ETL 50 41 56
As % of all contract IT jobs located in Berkshire 2.62% 1.66% 2.17%
As % of the Processes & Methodologies category 3.26% 2.12% 2.93%
Number of daily rates quoted 32 22 33
Median daily rate £450 £444 £330
Median daily rate % change year-on-year
+1.40% +34.46%
90% offered a daily rate of more than £375 £350 £226
10% offered a daily rate of more than £573 £500 £484
UK excluding London median daily rate £403 £388 £388
% change year-on-year
+3.87% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £56.00 £36.75
% change year-on-year
-28.57% +52.38%

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
1536 1933 1913
As % of all contract IT jobs located in Berkshire 80.63% 78.45% 74.06%
Number of daily rates quoted 765 1008 1005
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £290 £270 £265
10% offered a daily rate of more than £525 £535 £525
UK excluding London median daily rate £405 £400 £393
% change year-on-year
+1.25% +1.91%
Number of hourly rates quoted 49 76 25
Median hourly rate £23.34 £17.00 £20.25
Median hourly rate % change year-on-year
+37.29% -16.04%
90% offered a hourly rate of more than £12.00 £11.42 £15.50
10% offered a hourly rate of more than £55.00 £63.00 £39.50
UK excluding London median hourly rate £35.00 £40.00 £25.25
% change year-on-year
-12.50% +58.41%

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 21 January 2017.

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 21 January 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
Reading +26 21 £425 -10.52% 2
Slough +9 7 £475 +8.57% 1
Maidenhead - 5 £425 -
Bracknell -6 4 £356 -20.83% 1
Windsor - 1 £463 -
ETL
South East

ETL
Top 30 Related IT Skills in Berkshire

For the 6 months to 21 January 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 Berkshire region with a requirement for ETL.

1 49 (57.65%) SQL
2 46 (54.12%) SQL Server
3 34 (40.00%) SQL Server Integration Services
4 33 (38.82%) Finance
5 31 (36.47%) Business Intelligence
6 30 (35.29%) Migration
7 24 (28.24%) Data Migration
8 22 (25.88%) T-SQL
9 21 (24.71%) Data Warehouse
9 21 (24.71%) SQL Server 2012
10 20 (23.53%) Oracle
11 19 (22.35%) CRM
11 19 (22.35%) Microsoft
12 17 (20.00%) ERP
13 15 (17.65%) Ab Initio
13 15 (17.65%) Data Quality
14 14 (16.47%) MS Excel
15 13 (15.29%) Java
15 13 (15.29%) Data Modelling
15 13 (15.29%) Agile Software Development
16 12 (14.12%) Data Extraction
16 12 (14.12%) Validation
17 11 (12.94%) XML
17 11 (12.94%) SQL Server Reporting Services
17 11 (12.94%) Big Data
17 11 (12.94%) Hadoop
18 10 (11.76%) Complex ETL
18 10 (11.76%) Dynamics CRM
18 10 (11.76%) Continuous Integration
18 10 (11.76%) TDD

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 8 (9.41%) Apache Spark
1 8 (9.41%) SharePoint
2 3 (3.53%) SAS
3 2 (2.35%) Apache
4 1 (1.18%) Elasticsearch
4 1 (1.18%) Oracle SOA Suite
Applications
1 14 (16.47%) MS Excel
2 2 (2.35%) Spreadsheet
3 1 (1.18%) SPSS
Business Applications
1 10 (11.76%) Dynamics CRM
2 7 (8.24%) HFM
3 4 (4.71%) Hyperion Planning
3 4 (4.71%) SAP FI
4 3 (3.53%) Oracle ERP
5 2 (2.35%) Cognos Business Intelligence
5 2 (2.35%) SessionCam
6 1 (1.18%) Eloqua
6 1 (1.18%) SAP APO
6 1 (1.18%) SystmOne
Cloud Services
1 8 (9.41%) IaaS
1 8 (9.41%) Microsoft Azure
1 8 (9.41%) PaaS
2 2 (2.35%) GitHub
2 2 (2.35%) Google Analytics
2 2 (2.35%) Google Tag Manager
3 1 (1.18%) CallidusCloud
3 1 (1.18%) Force.com
Communications & Networking
1 1 (1.18%) LDAP
Database & Business Intelligence
1 46 (54.12%) SQL Server
2 34 (40.00%) SQL Server Integration Services
3 21 (24.71%) Data Warehouse
3 21 (24.71%) SQL Server 2012
4 11 (12.94%) Big Data
4 11 (12.94%) Hadoop
4 11 (12.94%) SQL Server Reporting Services
5 9 (10.59%) NoSQL
5 9 (10.59%) Oracle ODI
5 9 (10.59%) Relational Database
6 8 (9.41%) Apache Hive
6 8 (9.41%) DB2
6 8 (9.41%) HBase
6 8 (9.41%) Impala
6 8 (9.41%) SQL Server Analysis Services
6 8 (9.41%) Sqoop
7 7 (8.24%) SAP Data Services
7 7 (8.24%) SQL Server 2008
7 7 (8.24%) SQL Server 2014
8 5 (5.88%) Power BI
Development Applications
1 7 (8.24%) LSMW
2 5 (5.88%) Toad
3 4 (4.71%) Team Foundation Server
4 1 (1.18%) Talend Open Studio
General
1 33 (38.82%) Finance
2 5 (5.88%) Marketing
3 3 (3.53%) Legal
3 3 (3.53%) Pharmaceutical
4 1 (1.18%) Advertising
4 1 (1.18%) Billing
4 1 (1.18%) Financial Institution
4 1 (1.18%) Retail
4 1 (1.18%) Telecoms
Job Titles
1 29 (34.12%) Developer
2 22 (25.88%) Consultant
3 13 (15.29%) Data Consultant
3 13 (15.29%) SQL Developer
4 12 (14.12%) Analyst
5 11 (12.94%) SSIS Developer
6 10 (11.76%) Architect
7 9 (10.59%) Data Migration Consultant
7 9 (10.59%) Migration Consultant
8 8 (9.41%) Business Intelligence Developer
8 8 (9.41%) Data Analyst
8 8 (9.41%) DBA
8 8 (9.41%) ETL Developer
9 7 (8.24%) Data Architect
9 7 (8.24%) SAP Consultant
9 7 (8.24%) SAP Data Consultant
10 6 (7.06%) Business Developer
10 6 (7.06%) SSRS Developer
11 5 (5.88%) Hadoop Consultant
11 5 (5.88%) SAP Migration Consultant
Libraries, Frameworks & Software Standards
1 11 (12.94%) XML
2 5 (5.88%) .NET
2 5 (5.88%) BAPI
2 5 (5.88%) HTML
3 4 (4.71%) EJB
4 3 (3.53%) AngularJS
4 3 (3.53%) ASP.NET
4 3 (3.53%) CSS
4 3 (3.53%) CSS3
4 3 (3.53%) HTML5
4 3 (3.53%) J2EE
4 3 (3.53%) JSP
4 3 (3.53%) Twitter Bootstrap
4 3 (3.53%) Velocity
4 3 (3.53%) Web Services
5 2 (2.35%) ASP.NET MVC
5 2 (2.35%) jQuery
5 2 (2.35%) React
5 2 (2.35%) REST
5 2 (2.35%) WCF
Miscellaneous
1 12 (14.12%) Data Extraction
2 7 (8.24%) Analytical Skills
2 7 (8.24%) Data Conversion
3 6 (7.06%) Visualisation
4 4 (4.71%) Data Integration
5 3 (3.53%) Data Structures
5 3 (3.53%) Enterprise Software
5 3 (3.53%) Management Information System
6 2 (2.35%) FMCG
7 1 (1.18%) AS400
7 1 (1.18%) Blog
7 1 (1.18%) Computer Science
7 1 (1.18%) Economics
7 1 (1.18%) Mathematics
7 1 (1.18%) NHS
7 1 (1.18%) PKI
7 1 (1.18%) Reference Data
7 1 (1.18%) Statistics
Operating Systems
1 3 (3.53%) Windows
1 3 (3.53%) Windows Server
Processes & Methodologies
1 31 (36.47%) Business Intelligence
2 30 (35.29%) Migration
3 24 (28.24%) Data Migration
4 19 (22.35%) CRM
5 17 (20.00%) ERP
6 13 (15.29%) Agile Software Development
6 13 (15.29%) Data Modelling
7 12 (14.12%) Validation
8 10 (11.76%) Complex ETL
8 10 (11.76%) Continuous Integration
8 10 (11.76%) TDD
9 9 (10.59%) Data Management
9 9 (10.59%) Stakeholder Management
10 8 (9.41%) Analytics
10 8 (9.41%) MapReduce
10 8 (9.41%) Master Data Management
10 8 (9.41%) Multithreading
11 7 (8.24%) Data Analysis
11 7 (8.24%) Data Cleansing
12 6 (7.06%) Security Management
Programming Languages
1 49 (57.65%) SQL
2 22 (25.88%) T-SQL
3 13 (15.29%) Java
4 8 (9.41%) Scala
5 6 (7.06%) JavaScript
6 5 (5.88%) C#
6 5 (5.88%) PL/SQL
7 3 (3.53%) VBA
8 2 (2.35%) PHP
8 2 (2.35%) XPath
9 1 (1.18%) Python
9 1 (1.18%) Shell Script
9 1 (1.18%) TypeScript
9 1 (1.18%) VB.NET
Qualifications
1 2 (2.35%) SC Cleared
1 2 (2.35%) Security Cleared
Quality Assurance & Compliance
1 15 (17.65%) Data Quality
2 3 (3.53%) QA
3 2 (2.35%) GxP
3 2 (2.35%) Sarbanes-Oxley
4 1 (1.18%) ISO 9001
4 1 (1.18%) SLA
System Software
1 8 (9.41%) HDFS
2 1 (1.18%) Active Directory
Systems Management
1 8 (9.41%) Oozie
2 1 (1.18%) Kibana
2 1 (1.18%) logstash
Vendors
1 20 (23.53%) Oracle
2 19 (22.35%) Microsoft
3 15 (17.65%) Ab Initio
4 9 (10.59%) SAP
5 8 (9.41%) MicroStrategy
6 7 (8.24%) Hyperion
7 6 (7.06%) Tableau
8 5 (5.88%) Cloudera
9 4 (4.71%) Cognos
9 4 (4.71%) Hortonworks
9 4 (4.71%) Informatica
9 4 (4.71%) Salesforce.com
10 2 (2.35%) Callidus
10 2 (2.35%) Google
10 2 (2.35%) NetSuite
10 2 (2.35%) Omniture
10 2 (2.35%) ServiceNow
10 2 (2.35%) Teradata
11 1 (1.18%) Apttus
11 1 (1.18%) Zuora
Berkshire
Nigel Frank International Ltd
Rate: £350 - £450 per day
Posted: 4 days ago
Berkshire
TEKsystems
Rate: £400 - £500 per day
Posted: 5 days ago
Slough, Berkshire
Engage PSG
Rate: £450 - £500 per annum + DOE
Posted: 3 days ago