The table below looks at the statistics for ETL skills in IT contracts advertised for the Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 30 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
30 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 50 45 54
Rank change year-on-year
-5 +9
Contract jobs citing ETL 106 139 74
As % of all contract IT jobs located in Yorkshire 3.70% 4.32% 3.01%
As % of the Processes & Methodologies category 4.53% 5.29% 3.92%
Number of daily rates quoted 60 116 46
Median daily rate £375 £400 £320
Median daily rate % change year-on-year
-6.25% +25.00%
90% offered a daily rate of more than £320 £265 £238
10% offered a daily rate of more than £500 £600 £474
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 1 0 0
Median hourly rate £50.00 - -
UK excluding London median hourly rate £48.00 £29.50 £67.00
% change year-on-year
+62.71% -55.97%
ETL
England

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

Processes & Methodologies Category
Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
2339 2628 1886
As % of all contract IT jobs located in Yorkshire 81.61% 81.77% 76.82%
Number of daily rates quoted 1513 1833 1156
Median daily rate £420 £380 £350
Median daily rate % change year-on-year
+10.52% +8.57%
90% offered a daily rate of more than £300 £275 £230
10% offered a daily rate of more than £525 £525 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 72 81 56
Median hourly rate £15.00 £15.00 £15.39
Median hourly rate % change year-on-year
- -2.50%
90% offered a hourly rate of more than £12.00 £10.66 £11.00
10% offered a hourly rate of more than £40.75 £37.04 £30.00
UK excluding London median hourly rate £32.50 £34.00 £25.75
% change year-on-year
-4.41% +32.03%

ETL
Jobs Demand Trend in Yorkshire

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

ETL Jobs Demand Trend in Yorkshire

ETL
Daily Rate Trend in Yorkshire

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

ETL Daily Rate Trend in Yorkshire

ETL
Daily Rate Histogram in Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Yorkshire region over the 3 months to 30 September 2016.

ETL Daily Rate Histogram in Yorkshire

ETL
Hourly Rate Trend in Yorkshire

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

ETL Hourly Rate Trend in Yorkshire

ETL
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Yorkshire region over the 3 months to 30 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
West Yorkshire +1 72 £375 -0.66% 10
South Yorkshire -21 24 £381 -20.15% 5
North Yorkshire +6 8 £275 -37.14%
East Yorkshire - 1 - -
ETL
England

ETL
Top 30 Related IT Skills in Yorkshire

For the 6 months to 30 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 Yorkshire region with a requirement for ETL.

1 104 (63.80%) Data Warehouse
2 81 (49.69%) SQL
3 76 (46.63%) SQL Server
4 66 (40.49%) SQL Server Integration Services
5 62 (38.04%) Oracle
6 59 (36.20%) Data Modelling
7 49 (30.06%) Agile Software Development
8 45 (27.61%) Business Intelligence
9 43 (26.38%) SQL Server Reporting Services
9 43 (26.38%) ETL Development
10 35 (21.47%) Dimensional Modelling
11 34 (20.86%) Oracle ODI
12 33 (20.25%) Kimball Methodology
12 33 (20.25%) Netezza
13 32 (19.63%) SQL Server Analysis Services
14 31 (19.02%) Microsoft
14 31 (19.02%) RAD
15 26 (15.95%) T-SQL
16 25 (15.34%) Finance
17 22 (13.50%) SQL Server 2012
18 20 (12.27%) Migration
18 20 (12.27%) SAS
19 19 (11.66%) BusinessObjects
20 18 (11.04%) Oracle Database
21 17 (10.43%) Performance Tuning
21 17 (10.43%) Informatica
21 17 (10.43%) Security Cleared
22 15 (9.20%) PL/SQL
22 15 (9.20%) Data Migration
23 14 (8.59%) MDX

ETL
Top Related IT Skills in Yorkshire 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 20 (12.27%) SAS
2 3 (1.84%) Apache Pig
3 2 (1.23%) SharePoint
4 1 (0.61%) Apache Spark
Applications
1 4 (2.45%) MS Office
2 3 (1.84%) MS Excel
3 2 (1.23%) MS PowerPoint
Business Applications
1 3 (1.84%) Cognos Planning
2 1 (0.61%) FLEXCUBE
2 1 (0.61%) Temenos T24
2 1 (0.61%) VisionPLUS
Cloud Services
1 5 (3.07%) Amazon AWS
1 5 (3.07%) Microsoft Azure
2 1 (0.61%) Office 365
Communications & Networking
1 3 (1.84%) LDAP
2 2 (1.23%) TCP/IP
3 1 (0.61%) Network Security
Database & Business Intelligence
1 104 (63.80%) Data Warehouse
2 76 (46.63%) SQL Server
3 66 (40.49%) SQL Server Integration Services
4 43 (26.38%) SQL Server Reporting Services
5 34 (20.86%) Oracle ODI
6 32 (19.63%) SQL Server Analysis Services
7 22 (13.50%) SQL Server 2012
8 19 (11.66%) BusinessObjects
9 18 (11.04%) Oracle Database
10 13 (7.98%) OLAP
11 12 (7.36%) Star Schema
12 11 (6.75%) Hadoop
12 11 (6.75%) Oracle Database 12c
13 10 (6.13%) SQL Server 2014
14 9 (5.52%) Microsoft Analysis Services
14 9 (5.52%) Power BI
15 7 (4.29%) SAS Data Integration Studio
16 6 (3.68%) Big Data
16 6 (3.68%) SQL Server 2008
17 5 (3.07%) SAS Enterprise Guide
Development Applications
1 14 (8.59%) Visual Studio
2 13 (7.98%) SQL Server Management Studio (SSMS)
3 10 (6.13%) Oracle APEX
4 4 (2.45%) ERwin
5 3 (1.84%) Jenkins
6 2 (1.23%) Git (software)
7 1 (0.61%) CruiseControl
7 1 (0.61%) Cucumber
7 1 (0.61%) HP UFT
7 1 (0.61%) Hudson
7 1 (0.61%) JBehave
7 1 (0.61%) JIRA
7 1 (0.61%) JIRA Agile
7 1 (0.61%) JMeter
7 1 (0.61%) Maven
7 1 (0.61%) Rational Functional Tester
7 1 (0.61%) Rational Performance Tester
7 1 (0.61%) Selenium
7 1 (0.61%) Talend Open Studio
7 1 (0.61%) VersionOne
General
1 25 (15.34%) Finance
2 9 (5.52%) Banking
3 8 (4.91%) Advertising
3 8 (4.91%) Retail
4 5 (3.07%) Games
5 2 (1.23%) Manufacturing
6 1 (0.61%) Marketing
6 1 (0.61%) Retail Banking
Job Titles
1 101 (61.96%) Developer
2 52 (31.90%) ETL Developer
3 26 (15.95%) Oracle Developer
4 25 (15.34%) Oracle ETL Developer
5 23 (14.11%) Designer
6 22 (13.50%) ETL Designer
6 22 (13.50%) SSIS Developer
7 20 (12.27%) Analyst
8 16 (9.82%) SQL Developer
9 15 (9.20%) Business Intelligence Developer
10 14 (8.59%) Senior Developer
11 13 (7.98%) SSAS Developer
12 12 (7.36%) ETL Tester
12 12 (7.36%) Tester
13 10 (6.13%) SSRS Developer
14 9 (5.52%) Data Analyst
14 9 (5.52%) DBA
15 8 (4.91%) Consultant
15 8 (4.91%) Database Developer
15 8 (4.91%) Senior ETL Developer
Libraries, Frameworks & Software Standards
1 14 (8.59%) MDX
2 8 (4.91%) XML
3 3 (1.84%) .NET
3 3 (1.84%) Apache Tez
4 1 (0.61%) HTML
4 1 (0.61%) Web Services
4 1 (0.61%) XSLT
Miscellaneous
1 11 (6.75%) Data Structures
2 8 (4.91%) Analytical Skills
2 8 (4.91%) Data Integration
3 5 (3.07%) Credit Risk
3 5 (3.07%) Visualisation
4 4 (2.45%) Social Network
5 3 (1.84%) iSeries
6 2 (1.23%) Clustering
6 2 (1.23%) Data Extraction
6 2 (1.23%) FMCG
6 2 (1.23%) Management Information System
6 2 (1.23%) NHS
6 2 (1.23%) Online Games
7 1 (0.61%) Digital Media
7 1 (0.61%) Enterprise Software
7 1 (0.61%) Mainframe
7 1 (0.61%) Replication
7 1 (0.61%) Statistics
Operating Systems
1 12 (7.36%) Unix
2 10 (6.13%) Linux
3 7 (4.29%) Windows
4 4 (2.45%) Windows Server
5 3 (1.84%) Red Hat Enterprise Linux
6 2 (1.23%) CentOS
6 2 (1.23%) Windows Server 2003
7 1 (0.61%) AIX
7 1 (0.61%) Android
7 1 (0.61%) Windows Server 2008
7 1 (0.61%) Windows Server 2012
Processes & Methodologies
1 59 (36.20%) Data Modelling
2 49 (30.06%) Agile Software Development
3 45 (27.61%) Business Intelligence
4 43 (26.38%) ETL Development
5 35 (21.47%) Dimensional Modelling
6 33 (20.25%) Kimball Methodology
7 31 (19.02%) RAD
8 20 (12.27%) Migration
9 17 (10.43%) Performance Tuning
10 15 (9.20%) Data Migration
11 12 (7.36%) Unit Testing
12 9 (5.52%) System Testing
13 8 (4.91%) Continuous Integration
13 8 (4.91%) Data Mapping
13 8 (4.91%) Project Management
14 7 (4.29%) Business Transformation
14 7 (4.29%) Stakeholder Management
15 6 (3.68%) Data Analysis
15 6 (3.68%) Data Management
16 4 (2.45%) User Acceptance Testing
Programming Languages
1 81 (49.69%) SQL
2 26 (15.95%) T-SQL
3 15 (9.20%) PL/SQL
4 14 (8.59%) C#
5 8 (4.91%) C
6 6 (3.68%) Java
7 5 (3.07%) JavaScript
7 5 (3.07%) Shell Script
7 5 (3.07%) VBA
8 3 (1.84%) Perl
9 2 (1.23%) Bash Shell
9 2 (1.23%) R
10 1 (0.61%) Data Analysis Expressions (DAX)
10 1 (0.61%) PHP
10 1 (0.61%) Python
Qualifications
1 17 (10.43%) Security Cleared
2 9 (5.52%) MCSE
2 9 (5.52%) Microsoft Certification
3 8 (4.91%) MCSA
3 8 (4.91%) SC Cleared
4 5 (3.07%) Degree
5 2 (1.23%) ISEB
6 1 (0.61%) BC Cleared
6 1 (0.61%) BPSS Clearance
6 1 (0.61%) MCITP
Quality Assurance & Compliance
1 4 (2.45%) Disclosure Scotland
2 2 (1.23%) QA
3 1 (0.61%) Data Quality
System Software
1 5 (3.07%) Active Directory
2 2 (1.23%) Docker
3 1 (0.61%) Apache Flume
3 1 (0.61%) Tivoli Workload Scheduler
Systems Management
1 3 (1.84%) Data Guard
1 3 (1.84%) Oracle RMAN
2 2 (1.23%) Nagios
3 1 (0.61%) HP Quality Center
3 1 (0.61%) Microsoft Clustering
3 1 (0.61%) Microsoft Data Protection Manager
3 1 (0.61%) Tivoli
Vendors
1 62 (38.04%) Oracle
2 33 (20.25%) Netezza
3 31 (19.02%) Microsoft
4 17 (10.43%) Informatica
5 5 (3.07%) SAP
6 4 (2.45%) Cognos
6 4 (2.45%) Tableau
7 3 (1.84%) Ab Initio
8 2 (1.23%) Sybase
9 1 (0.61%) Calypso
9 1 (0.61%) Capita
9 1 (0.61%) Guidewire
9 1 (0.61%) Hortonworks
9 1 (0.61%) HP
9 1 (0.61%) Hyperion
9 1 (0.61%) IBM
9 1 (0.61%) Splunk
9 1 (0.61%) Talend
9 1 (0.61%) Temenos
9 1 (0.61%) Teradata
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