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 9 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
9 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 55 77 57
Rank change year-on-year
+22 -20
Contract jobs citing ETL 74 70 84
As % of all contract IT jobs located in Yorkshire 3.08% 2.27% 3.15%
As % of the Processes & Methodologies category 3.79% 2.71% 4.02%
Number of daily rates quoted 53 61 63
Median daily rate £388 £390 £413
Median daily rate % change year-on-year
-0.64% -5.45%
90% offered a daily rate of more than £322 £263 £272
10% offered a daily rate of more than £540 £693 £535
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 3 0 0
Median hourly rate £25.39 - -
UK excluding London median hourly rate £39.50 £38.50 £37.88
% change year-on-year
+2.59% +1.65%
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
1954 2580 2091
As % of all contract IT jobs located in Yorkshire 81.32% 83.55% 78.34%
Number of daily rates quoted 1292 1712 1367
Median daily rate £425 £400 £375
Median daily rate % change year-on-year
+6.25% +6.66%
90% offered a daily rate of more than £288 £275 £275
10% offered a daily rate of more than £550 £550 £538
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 64 97 53
Median hourly rate £16.50 £15.50 £16.34
Median hourly rate % change year-on-year
+6.45% -5.14%
90% offered a hourly rate of more than £9.50 £10.60 £10.50
10% offered a hourly rate of more than £32.50 £45.00 £42.50
UK excluding London median hourly rate £30.25 £34.00 £25.00
% change year-on-year
-11.02% +36.00%

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 9 December 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
Hourly Rate Histogram in Yorkshire

This chart provides a histogram of hourly rates quoted in contract IT jobs citing ETL across the Yorkshire region over the 3 months to 9 December 2016.

ETL Hourly Rate Histogram 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 9 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
West Yorkshire +20 44 £384 -1.60% 10
South Yorkshire +4 28 £384 -33.21% 3
North Yorkshire +7 2 £505 +83.63% 1
East Yorkshire +6 1 - -
ETL
England

ETL
Top 30 Related IT Skills in Yorkshire

For the 6 months to 9 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 Yorkshire region with a requirement for ETL.

1 118 (63.78%) Data Warehouse
2 107 (57.84%) SQL
3 99 (53.51%) SQL Server
4 93 (50.27%) SQL Server Integration Services
5 69 (37.30%) Data Modelling
6 59 (31.89%) Oracle
7 55 (29.73%) Business Intelligence
7 55 (29.73%) SQL Server Reporting Services
8 51 (27.57%) Microsoft
9 50 (27.03%) Agile Software Development
10 43 (23.24%) Kimball Methodology
11 41 (22.16%) SQL Server 2012
11 41 (22.16%) T-SQL
12 40 (21.62%) SQL Server Analysis Services
13 36 (19.46%) ETL Development
14 35 (18.92%) Oracle ODI
15 33 (17.84%) Netezza
16 31 (16.76%) Dimensional Modelling
16 31 (16.76%) RAD
17 26 (14.05%) SQL Server 2014
18 23 (12.43%) Migration
18 23 (12.43%) BusinessObjects
19 21 (11.35%) Security Cleared
20 20 (10.81%) Data Migration
21 18 (9.73%) Finance
21 18 (9.73%) Performance Tuning
22 17 (9.19%) Informatica
22 17 (9.19%) MDX
23 16 (8.65%) C#
24 15 (8.11%) Unix

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 9 (4.86%) SAS
2 6 (3.24%) Apache Spark
3 5 (2.70%) Confluence
4 4 (2.16%) SharePoint
5 3 (1.62%) Apache Pig
6 1 (0.54%) Oracle Spatial
Applications
1 8 (4.32%) MS Excel
2 5 (2.70%) MS Office
3 2 (1.08%) MS PowerPoint
Business Applications
1 3 (1.62%) Cognos Planning
2 1 (0.54%) FLEXCUBE
2 1 (0.54%) Temenos T24
2 1 (0.54%) VisionPLUS
Cloud Services
1 5 (2.70%) Microsoft Azure
2 4 (2.16%) Amazon AWS
Communications & Networking
1 3 (1.62%) LDAP
2 1 (0.54%) TCP/IP
Database & Business Intelligence
1 118 (63.78%) Data Warehouse
2 99 (53.51%) SQL Server
3 93 (50.27%) SQL Server Integration Services
4 55 (29.73%) SQL Server Reporting Services
5 41 (22.16%) SQL Server 2012
6 40 (21.62%) SQL Server Analysis Services
7 35 (18.92%) Oracle ODI
8 26 (14.05%) SQL Server 2014
9 23 (12.43%) BusinessObjects
10 14 (7.57%) Big Data
10 14 (7.57%) OLAP
10 14 (7.57%) Oracle Database
10 14 (7.57%) SQL Server 2008
11 13 (7.03%) Hadoop
11 13 (7.03%) Oracle Database 12c
12 12 (6.49%) Power BI
12 12 (6.49%) Star Schema
13 10 (5.41%) Apache Hive
13 10 (5.41%) Microsoft Analysis Services
14 8 (4.32%) DB2
Development Applications
1 14 (7.57%) Visual Studio
2 12 (6.49%) SQL Server Management Studio (SSMS)
3 10 (5.41%) Oracle APEX
4 6 (3.24%) JIRA
5 2 (1.08%) Jenkins
5 2 (1.08%) Team Foundation Server
6 1 (0.54%) CruiseControl
6 1 (0.54%) Cucumber
6 1 (0.54%) ERwin
6 1 (0.54%) Git (software)
6 1 (0.54%) HP UFT
6 1 (0.54%) Hudson
6 1 (0.54%) JBehave
6 1 (0.54%) JMeter
6 1 (0.54%) LoadRunner
6 1 (0.54%) Maven
6 1 (0.54%) Rational Functional Tester
6 1 (0.54%) Rational Performance Tester
6 1 (0.54%) Selenium
6 1 (0.54%) Talend Open Studio
General
1 18 (9.73%) Finance
2 9 (4.86%) Retail
3 8 (4.32%) Advertising
4 5 (2.70%) Banking
5 3 (1.62%) Billing
6 2 (1.08%) Games
6 2 (1.08%) Manufacturing
7 1 (0.54%) Marketing
7 1 (0.54%) Retail Banking
Job Titles
1 118 (63.78%) Developer
2 59 (31.89%) ETL Developer
3 38 (20.54%) SSIS Developer
4 35 (18.92%) SQL Developer
5 26 (14.05%) Oracle Developer
6 25 (13.51%) Oracle ETL Developer
7 23 (12.43%) Analyst
8 22 (11.89%) Designer
8 22 (11.89%) ETL Designer
9 18 (9.73%) Data Warehouse Developer
10 17 (9.19%) Business Intelligence Developer
11 16 (8.65%) Data Analyst
11 16 (8.65%) Senior Developer
11 16 (8.65%) SSAS Developer
12 12 (6.49%) Consultant
12 12 (6.49%) DBA
12 12 (6.49%) SSRS Developer
13 9 (4.86%) ETL Tester
13 9 (4.86%) SQL DBA
13 9 (4.86%) Tester
Libraries, Frameworks & Software Standards
1 17 (9.19%) MDX
2 10 (5.41%) XML
3 5 (2.70%) Apache Tez
4 3 (1.62%) .NET
5 1 (0.54%) HTML
5 1 (0.54%) Web Services
5 1 (0.54%) XSLT
Miscellaneous
1 14 (7.57%) Analytical Skills
2 11 (5.95%) Data Structures
3 7 (3.78%) Data Integration
4 6 (3.24%) Replication
5 5 (2.70%) Management Information System
6 4 (2.16%) NHS
6 4 (2.16%) Social Network
6 4 (2.16%) Visualisation
7 3 (1.62%) Clustering
7 3 (1.62%) HACMP
7 3 (1.62%) iSeries
8 2 (1.08%) Computer Science
8 2 (1.08%) Data Extraction
8 2 (1.08%) Fintech
8 2 (1.08%) FMCG
8 2 (1.08%) Online Games
8 2 (1.08%) Tandem
9 1 (0.54%) Enterprise Software
9 1 (0.54%) Informatics
9 1 (0.54%) Reference Data
Operating Systems
1 15 (8.11%) Unix
2 9 (4.86%) Windows
3 5 (2.70%) Linux
4 2 (1.08%) Red Hat Enterprise Linux
4 2 (1.08%) Windows Server
4 2 (1.08%) Windows Server 2003
5 1 (0.54%) AIX
5 1 (0.54%) Android
5 1 (0.54%) CentOS
5 1 (0.54%) Windows Server 2008
5 1 (0.54%) Windows Server 2012
Processes & Methodologies
1 69 (37.30%) Data Modelling
2 55 (29.73%) Business Intelligence
3 50 (27.03%) Agile Software Development
4 43 (23.24%) Kimball Methodology
5 36 (19.46%) ETL Development
6 31 (16.76%) Dimensional Modelling
6 31 (16.76%) RAD
7 23 (12.43%) Migration
8 20 (10.81%) Data Migration
9 18 (9.73%) Performance Tuning
10 12 (6.49%) Unit Testing
11 11 (5.95%) Project Management
12 10 (5.41%) Data Mapping
13 9 (4.86%) System Testing
14 8 (4.32%) Data Management
15 7 (3.78%) Continuous Integration
16 6 (3.24%) MapReduce
17 5 (2.70%) Stakeholder Management
18 4 (2.16%) Disaster Recovery
18 4 (2.16%) SFIA
Programming Languages
1 107 (57.84%) SQL
2 41 (22.16%) T-SQL
3 16 (8.65%) C#
4 11 (5.95%) PL/SQL
5 10 (5.41%) C
6 8 (4.32%) Python
7 5 (2.70%) Perl
7 5 (2.70%) VBA
8 4 (2.16%) Java
8 4 (2.16%) R
8 4 (2.16%) Shell Script
9 3 (1.62%) AWK
9 3 (1.62%) JavaScript
10 2 (1.08%) Data Analysis Expressions (DAX)
10 2 (1.08%) PowerShell
11 1 (0.54%) Bash Shell
Qualifications
1 21 (11.35%) Security Cleared
2 11 (5.95%) Microsoft Certification
3 9 (4.86%) Degree
3 9 (4.86%) MCSE
3 9 (4.86%) SC Cleared
4 8 (4.32%) MCSA
5 1 (0.54%) BPSS Clearance
5 1 (0.54%) MCITP
Quality Assurance & Compliance
1 5 (2.70%) Data Quality
2 4 (2.16%) Disclosure Scotland
System Software
1 4 (2.16%) Active Directory
2 3 (1.62%) HDFS
3 1 (0.54%) Apache Flume
3 1 (0.54%) Docker
3 1 (0.54%) Tivoli Workload Scheduler
Systems Management
1 3 (1.62%) Tivoli Storage Manager
2 2 (1.08%) Microsoft Clustering
3 1 (0.54%) Microsoft Data Protection Manager
3 1 (0.54%) Nagios
3 1 (0.54%) Tivoli
Vendors
1 59 (31.89%) Oracle
2 51 (27.57%) Microsoft
3 33 (17.84%) Netezza
4 17 (9.19%) Informatica
5 7 (3.78%) Ab Initio
5 7 (3.78%) SAP
6 4 (2.16%) Cognos
6 4 (2.16%) IBM
6 4 (2.16%) Tableau
7 3 (1.62%) NetApp
8 2 (1.08%) CA
8 2 (1.08%) Sybase
9 1 (0.54%) Calypso
9 1 (0.54%) Capita
9 1 (0.54%) Google
9 1 (0.54%) HP
9 1 (0.54%) Hyperion
9 1 (0.54%) Splunk
9 1 (0.54%) Temenos
9 1 (0.54%) Teradata
Halifax, West Yorkshire
4it Recruitment Ltd
Rate: Unspecified Market Rates
Posted: 7 hours ago
South Yorkshire
Nigel Frank International Ltd
Rate: £300 - £350 per day
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Rate: £320 - £400 per day
Posted: 2 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Rate: £0.00 per annum
Posted: 2 days ago