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 19 February 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
19 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
South East / Berkshire
Rank 45 77 81
Rank change year-on-year
+32 +4
Contract jobs citing ETL 59 48 50
As % of all contract IT jobs located in Berkshire 2.98% 1.89% 1.79%
As % of the Processes & Methodologies category 3.75% 2.33% 2.39%
Number of daily rates quoted 34 30 35
Median daily rate £450 £450 £400
Median daily rate % change year-on-year
- +12.50%
90% offered a daily rate of more than £377 £350 £275
10% offered a daily rate of more than £550 £538 £450
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £56.00 £36.25
% change year-on-year
-28.57% +54.48%

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
1575 2057 2089
As % of all contract IT jobs located in Berkshire 79.67% 81.08% 74.93%
Number of daily rates quoted 753 1088 1065
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £258 £275 £250
10% offered a daily rate of more than £525 £550 £525
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 52 65 45
Median hourly rate £23.34 £15.00 £27.50
Median hourly rate % change year-on-year
+55.60% -45.45%
90% offered a hourly rate of more than £12.00 £11.42 £14.00
10% offered a hourly rate of more than £55.00 £63.00 £55.65
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

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 19 February 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 19 February 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 +32 23 £425 +21.42% 1
Slough +15 9 £463 +5.71%
Maidenhead 0 4 £425 +13.33%
Bracknell -9 3 £200 -60.00% 1
ETL
South East

ETL
Top 30 Related IT Skills in Berkshire

For the 6 months to 19 February 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 48 (56.47%) SQL
2 47 (55.29%) SQL Server
3 42 (49.41%) SQL Server Integration Services
4 39 (45.88%) Finance
5 30 (35.29%) Business Intelligence
6 28 (32.94%) CRM
7 27 (31.76%) Microsoft
8 26 (30.59%) Oracle
8 26 (30.59%) SQL Server 2012
9 24 (28.24%) Migration
10 21 (24.71%) Data Warehouse
10 21 (24.71%) ERP
10 21 (24.71%) Data Migration
11 18 (21.18%) Dynamics CRM
12 16 (18.82%) Ab Initio
12 16 (18.82%) MS Excel
13 14 (16.47%) T-SQL
13 14 (16.47%) Java
13 14 (16.47%) Big Data
13 14 (16.47%) Hadoop
13 14 (16.47%) Complex ETL
14 13 (15.29%) Relational Database
15 12 (14.12%) Microsoft Azure
15 12 (14.12%) PaaS
15 12 (14.12%) IaaS
15 12 (14.12%) Multithreading
15 12 (14.12%) SQL Server Reporting Services
15 12 (14.12%) Security Management
15 12 (14.12%) XML
16 11 (12.94%) SharePoint

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 11 (12.94%) SharePoint
2 10 (11.76%) Apache Spark
3 5 (5.88%) Oracle SOA Suite
4 3 (3.53%) SAS
5 1 (1.18%) Apache
5 1 (1.18%) Elasticsearch
Applications
1 16 (18.82%) MS Excel
2 2 (2.35%) Spreadsheet
Business Applications
1 18 (21.18%) Dynamics CRM
2 8 (9.41%) HFM
3 5 (5.88%) Hyperion Planning
4 3 (3.53%) NetSuite
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%) SystmOne
Cloud Services
1 12 (14.12%) IaaS
1 12 (14.12%) Microsoft Azure
1 12 (14.12%) PaaS
2 2 (2.35%) CallidusCloud
2 2 (2.35%) Google Analytics
2 2 (2.35%) Google Tag Manager
3 1 (1.18%) Force.com
3 1 (1.18%) GitHub
Communications & Networking
1 1 (1.18%) LDAP
Database & Business Intelligence
1 47 (55.29%) SQL Server
2 42 (49.41%) SQL Server Integration Services
3 26 (30.59%) SQL Server 2012
4 21 (24.71%) Data Warehouse
5 14 (16.47%) Big Data
5 14 (16.47%) Hadoop
6 13 (15.29%) Relational Database
7 12 (14.12%) SQL Server Reporting Services
8 11 (12.94%) DB2
8 11 (12.94%) NoSQL
9 10 (11.76%) Apache Hive
9 10 (11.76%) HBase
9 10 (11.76%) Impala
9 10 (11.76%) Oracle ODI
9 10 (11.76%) SQL Server Analysis Services
9 10 (11.76%) Sqoop
10 8 (9.41%) Power BI
11 7 (8.24%) Oracle Database
12 6 (7.06%) Oracle BI EE
13 5 (5.88%) Enterprise Data Warehouse
Development Applications
1 5 (5.88%) Toad
2 3 (3.53%) Team Foundation Server
3 1 (1.18%) Talend Open Studio
General
1 39 (45.88%) Finance
2 7 (8.24%) Marketing
3 2 (2.35%) Advertising
3 2 (2.35%) Legal
4 1 (1.18%) Financial Institution
4 1 (1.18%) Pharmaceutical
4 1 (1.18%) Telecoms
Job Titles
1 33 (38.82%) Developer
2 18 (21.18%) Consultant
3 14 (16.47%) SQL Developer
4 13 (15.29%) SSIS Developer
5 12 (14.12%) Analyst
6 11 (12.94%) Business Intelligence Developer
7 9 (10.59%) Architect
8 8 (9.41%) Data Analyst
8 8 (9.41%) Data Consultant
8 8 (9.41%) DBA
9 7 (8.24%) SSRS Developer
10 6 (7.06%) Business Developer
10 6 (7.06%) Data Architect
10 6 (7.06%) Data Migration Consultant
10 6 (7.06%) ETL Analyst
10 6 (7.06%) ETL Developer
10 6 (7.06%) Integration Developer
10 6 (7.06%) Migration Consultant
11 5 (5.88%) Hadoop Consultant
11 5 (5.88%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 12 (14.12%) XML
2 10 (11.76%) .NET
3 7 (8.24%) Web Services
4 6 (7.06%) ASP.NET
5 4 (4.71%) HTML
5 4 (4.71%) Velocity
6 3 (3.53%) EJB
6 3 (3.53%) J2EE
6 3 (3.53%) JSP
6 3 (3.53%) MDX
7 2 (2.35%) AngularJS
7 2 (2.35%) CSS
7 2 (2.35%) CSS3
7 2 (2.35%) HTML5
7 2 (2.35%) Twitter Bootstrap
7 2 (2.35%) WCF
8 1 (1.18%) ASP.NET MVC
8 1 (1.18%) jQuery
8 1 (1.18%) OAuth
8 1 (1.18%) XSD
Miscellaneous
1 8 (9.41%) Data Extraction
1 8 (9.41%) Visualisation
2 6 (7.06%) Analytical Skills
3 5 (5.88%) Data Integration
4 3 (3.53%) Enterprise Software
4 3 (3.53%) Management Information System
5 2 (2.35%) Data Structures
5 2 (2.35%) FMCG
6 1 (1.18%) Blog
6 1 (1.18%) Mainframe
6 1 (1.18%) NHS
6 1 (1.18%) PKI
6 1 (1.18%) Reference Data
Operating Systems
1 3 (3.53%) Windows
1 3 (3.53%) Windows Server
Processes & Methodologies
1 30 (35.29%) Business Intelligence
2 28 (32.94%) CRM
3 24 (28.24%) Migration
4 21 (24.71%) Data Migration
4 21 (24.71%) ERP
5 14 (16.47%) Complex ETL
6 12 (14.12%) Multithreading
6 12 (14.12%) Security Management
7 11 (12.94%) Agile Software Development
7 11 (12.94%) Continuous Integration
7 11 (12.94%) TDD
8 10 (11.76%) Data Management
8 10 (11.76%) Data Modelling
8 10 (11.76%) MapReduce
9 9 (10.59%) Master Data Management
9 9 (10.59%) Stakeholder Management
9 9 (10.59%) Validation
10 8 (9.41%) Analytics
10 8 (9.41%) Data Analysis
11 7 (8.24%) SOA
Programming Languages
1 48 (56.47%) SQL
2 14 (16.47%) Java
2 14 (16.47%) T-SQL
3 10 (11.76%) Scala
4 9 (10.59%) C#
5 8 (9.41%) JavaScript
6 6 (7.06%) PL/SQL
7 3 (3.53%) VBA
8 1 (1.18%) COBOL
8 1 (1.18%) Data Analysis Expressions (DAX)
8 1 (1.18%) PHP
8 1 (1.18%) Python
8 1 (1.18%) Shell Script
8 1 (1.18%) TypeScript
8 1 (1.18%) VB.NET
8 1 (1.18%) XPath
Qualifications
1 6 (7.06%) SC Cleared
1 6 (7.06%) Security Cleared
2 2 (2.35%) DV Cleared
Quality Assurance & Compliance
1 9 (10.59%) Data Quality
2 3 (3.53%) IFRS
2 3 (3.53%) IFRS 9
2 3 (3.53%) QA
3 1 (1.18%) SLA
System Software
1 10 (11.76%) HDFS
2 1 (1.18%) Active Directory
Systems Management
1 10 (11.76%) Oozie
2 1 (1.18%) Kibana
2 1 (1.18%) logstash
Vendors
1 27 (31.76%) Microsoft
2 26 (30.59%) Oracle
3 16 (18.82%) Ab Initio
4 10 (11.76%) MicroStrategy
5 8 (9.41%) Hyperion
6 7 (8.24%) Cloudera
7 6 (7.06%) Hortonworks
7 6 (7.06%) Tableau
8 4 (4.71%) Cognos
8 4 (4.71%) Informatica
8 4 (4.71%) Salesforce.com
9 3 (3.53%) Callidus
9 3 (3.53%) SAP
9 3 (3.53%) ServiceNow
9 3 (3.53%) Teradata
10 2 (2.35%) Google
10 2 (2.35%) Marketo
10 2 (2.35%) Omniture
11 1 (1.18%) Aprimo
11 1 (1.18%) Talend