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 4 May 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
4 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 74 44 69
Rank change year-on-year
-30 +25
Contract jobs citing ETL 68 114 66
As % of all contract IT jobs located in Yorkshire 2.36% 3.94% 2.62%
As % of the Processes & Methodologies category 2.87% 4.75% 3.45%
Number of daily rates quoted 56 82 50
Median daily rate £375 £400 £313
Median daily rate % change year-on-year
-6.25% +28.00%
90% offered a daily rate of more than £306 £275 £200
10% offered a daily rate of more than £496 £500 £420
UK excluding London median daily rate £401 £400 £375
% change year-on-year
+0.31% +6.66%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £110.00
UK excluding London median hourly rate £49.00 £37.80 £36.90
% change year-on-year
+29.62% +2.43%
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
2368 2398 1915
As % of all contract IT jobs located in Yorkshire 82.11% 82.78% 76.08%
Number of daily rates quoted 1656 1575 1259
Median daily rate £425 £373 £338
Median daily rate % change year-on-year
+14.09% +10.37%
90% offered a daily rate of more than £313 £253 £223
10% offered a daily rate of more than £588 £475 £450
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 52 60 48
Median hourly rate £14.50 £17.50 £25.00
Median hourly rate % change year-on-year
-17.14% -30.00%
90% offered a hourly rate of more than £10.02 £9.15 £10.00
10% offered a hourly rate of more than £37.25 £35.00 £45.00
UK excluding London median hourly rate £36.00 £30.50 £31.00
% change year-on-year
+18.03% -1.61%

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 4 May 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 4 May 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 -29 41 £388 -3.12% 5
South Yorkshire -13 18 £350 -6.66% 2
North Yorkshire +12 6 £350 +6.06% 1
ETL
England

ETL
Top 30 Related IT Skills in Yorkshire

For the 6 months to 4 May 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 94 (63.51%) SQL
2 55 (37.16%) Data Warehouse
3 51 (34.46%) Business Intelligence
3 51 (34.46%) Oracle
4 47 (31.76%) SQL Server
5 44 (29.73%) Finance
6 42 (28.38%) Microsoft
7 39 (26.35%) PL/SQL
8 34 (22.97%) Data Modelling
9 29 (19.59%) Informatica
10 28 (18.92%) SAS
11 27 (18.24%) T-SQL
12 24 (16.22%) Oracle Database
13 21 (14.19%) Unix
13 21 (14.19%) Migration
14 19 (12.84%) SQL Server Integration Services
14 19 (12.84%) SQL Server Analysis Services
14 19 (12.84%) Analytical Skills
15 17 (11.49%) Analytics
15 17 (11.49%) Agile Software Development
16 16 (10.81%) C++
17 15 (10.14%) SQL Server Reporting Services
17 15 (10.14%) Unit Testing
17 15 (10.14%) Hadoop
18 14 (9.46%) Base SAS
18 14 (9.46%) QA
18 14 (9.46%) Linux
18 14 (9.46%) Data Security
18 14 (9.46%) ERwin
18 14 (9.46%) ETL Development

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 28 (18.92%) SAS
2 10 (6.76%) SharePoint
3 8 (5.41%) Apache Spark
4 4 (2.70%) Apache
4 4 (2.70%) Apache Pig
5 2 (1.35%) Confluence
Applications
1 8 (5.41%) MS Excel
1 8 (5.41%) MS Office
2 7 (4.73%) MS PowerPoint
2 7 (4.73%) MS Project
2 7 (4.73%) MS Visio
3 1 (0.68%) Spreadsheet
Business Applications
1 3 (2.03%) Dynamics CRM
2 1 (0.68%) Dynamics GP
2 1 (0.68%) Infor M3
Cloud Services
1 9 (6.08%) Microsoft Azure
2 2 (1.35%) Office 365
3 1 (0.68%) Amazon AWS
Communications & Networking
1 4 (2.70%) DSL
2 3 (2.03%) Network Security
3 1 (0.68%) SMS
3 1 (0.68%) TCP/IP
Database & Business Intelligence
1 55 (37.16%) Data Warehouse
2 47 (31.76%) SQL Server
3 24 (16.22%) Oracle Database
4 19 (12.84%) SQL Server Analysis Services
4 19 (12.84%) SQL Server Integration Services
5 15 (10.14%) Hadoop
5 15 (10.14%) SQL Server Reporting Services
6 14 (9.46%) Base SAS
7 13 (8.78%) BusinessObjects
8 12 (8.11%) Oracle Database 11g
8 12 (8.11%) SAS Data Integration Studio
9 11 (7.43%) SQL Server 2012
9 11 (7.43%) SQL Server 2014
10 10 (6.76%) Big Data
11 9 (6.08%) MS Access
11 9 (6.08%) OLAP
12 8 (5.41%) Azure SQL Database
12 8 (5.41%) SAS Enterprise Guide
13 7 (4.73%) Data Mining
13 7 (4.73%) NoSQL
Development Applications
1 14 (9.46%) ERwin
2 3 (2.03%) JIRA
2 3 (2.03%) SQL Server Management Studio (SSMS)
3 2 (1.35%) Atlassian Bamboo
3 2 (1.35%) ClearCase
3 2 (1.35%) Git (software)
3 2 (1.35%) Jenkins
3 2 (1.35%) jMock
3 2 (1.35%) JUnit
3 2 (1.35%) Maven
3 2 (1.35%) Mockito
3 2 (1.35%) Oracle APEX
3 2 (1.35%) Oracle Forms
3 2 (1.35%) Subversion
3 2 (1.35%) Team Foundation Server
3 2 (1.35%) Visual Studio
4 1 (0.68%) SoapUI
4 1 (0.68%) Talend Open Studio
General
1 44 (29.73%) Finance
2 11 (7.43%) Banking
3 6 (4.05%) Games
4 5 (3.38%) Advertising
5 4 (2.70%) Back Office
6 2 (1.35%) Billing
6 2 (1.35%) Manufacturing
6 2 (1.35%) Marketing
6 2 (1.35%) Retail
6 2 (1.35%) Telecoms
7 1 (0.68%) Legal
Job Titles
1 77 (52.03%) Developer
2 35 (23.65%) Analyst
3 21 (14.19%) ETL Developer
4 15 (10.14%) SAS Developer
5 14 (9.46%) Business Intelligence Developer
6 12 (8.11%) Business Analyst
7 11 (7.43%) DBA
7 11 (7.43%) SQL Developer
7 11 (7.43%) Tester
8 9 (6.08%) ETL Tester
8 9 (6.08%) SSIS Developer
8 9 (6.08%) Test Analyst
9 8 (5.41%) ETL Analyst
9 8 (5.41%) Informatica Developer
9 8 (5.41%) Informatica ETL Developer
10 7 (4.73%) Architect
10 7 (4.73%) Business Developer
11 6 (4.05%) Ab Initio Developer
11 6 (4.05%) Data Warehouse Analyst
11 6 (4.05%) Oracle DBA
Libraries, Frameworks & Software Standards
1 9 (6.08%) Velocity
2 7 (4.73%) .NET
2 7 (4.73%) Web Services
3 6 (4.05%) XML
4 4 (2.70%) Kafka
4 4 (2.70%) Samza
4 4 (2.70%) Spark Streaming
4 4 (2.70%) SparkR
5 3 (2.03%) REST
5 3 (2.03%) SOAP
6 2 (1.35%) Ext JS
6 2 (1.35%) Hibernate
6 2 (1.35%) JAXB
6 2 (1.35%) JDBC
6 2 (1.35%) JMS
6 2 (1.35%) JPA
6 2 (1.35%) jQuery
6 2 (1.35%) JSON
6 2 (1.35%) MDX
6 2 (1.35%) Middleware
Miscellaneous
1 19 (12.84%) Analytical Skills
2 13 (8.78%) Data Integration
3 10 (6.76%) Algorithms
4 9 (6.08%) Credit Risk
5 5 (3.38%) NHS
5 5 (3.38%) Visualisation
6 4 (2.70%) Data Extraction
6 4 (2.70%) iSeries
7 3 (2.03%) Data Structures
7 3 (2.03%) Digital Media
8 2 (1.35%) Clustering
8 2 (1.35%) Reference Data
8 2 (1.35%) Replication
9 1 (0.68%) CMDB
9 1 (0.68%) Informatics
9 1 (0.68%) Management Information System
9 1 (0.68%) Market Risk
9 1 (0.68%) Statistics
Operating Systems
1 21 (14.19%) Unix
2 14 (9.46%) Linux
3 3 (2.03%) AIX
4 2 (1.35%) Red Hat Enterprise Linux
4 2 (1.35%) Windows
4 2 (1.35%) Windows Server
Processes & Methodologies
1 51 (34.46%) Business Intelligence
2 34 (22.97%) Data Modelling
3 21 (14.19%) Migration
4 17 (11.49%) Agile Software Development
4 17 (11.49%) Analytics
5 15 (10.14%) Unit Testing
6 14 (9.46%) Data Security
6 14 (9.46%) ETL Development
7 13 (8.78%) Data Analysis
7 13 (8.78%) Data Migration
7 13 (8.78%) Stakeholder Management
8 11 (7.43%) Dimensional Modelling
9 10 (6.76%) Kimball Methodology
9 10 (6.76%) SDLC
10 9 (6.08%) Data Mapping
10 9 (6.08%) Validation
11 8 (5.41%) Data Validation
11 8 (5.41%) Logical Data Model
11 8 (5.41%) Physical Data Model
12 7 (4.73%) Performance Tuning
Programming Languages
1 94 (63.51%) SQL
2 39 (26.35%) PL/SQL
3 27 (18.24%) T-SQL
4 16 (10.81%) C++
5 12 (8.11%) Java
6 11 (7.43%) JavaScript
7 9 (6.08%) Python
8 7 (4.73%) Shell Script
9 6 (4.05%) C#
9 6 (4.05%) R
10 4 (2.70%) HiveQL
10 4 (2.70%) Ruby
10 4 (2.70%) Scala
10 4 (2.70%) VBA
11 3 (2.03%) C
11 3 (2.03%) PHP
11 3 (2.03%) VB
12 2 (1.35%) Bash Shell
13 1 (0.68%) ANSI SQL
13 1 (0.68%) Perl
Qualifications
1 8 (5.41%) ISEB
2 7 (4.73%) Security Cleared
3 5 (3.38%) Degree
4 2 (1.35%) BC Cleared
4 2 (1.35%) SC Cleared
5 1 (0.68%) BPSS Clearance
5 1 (0.68%) ITIL Certification
5 1 (0.68%) SAS Certification
Quality Assurance & Compliance
1 14 (9.46%) QA
2 11 (7.43%) Data Quality
3 9 (6.08%) Disclosure Scotland
System Software
1 4 (2.70%) Apache Flume
2 2 (1.35%) HDFS
3 1 (0.68%) Tivoli Workload Scheduler
Systems Management
1 9 (6.08%) Control-M
2 5 (3.38%) Data Guard
2 5 (3.38%) Oracle RMAN
3 1 (0.68%) Tivoli
Vendors
1 51 (34.46%) Oracle
2 42 (28.38%) Microsoft
3 29 (19.59%) Informatica
4 7 (4.73%) Ab Initio
5 6 (4.05%) Cognos
6 4 (2.70%) Hortonworks
6 4 (2.70%) Tableau
7 3 (2.03%) BMC
8 2 (1.35%) Capita
8 2 (1.35%) Sybase
9 1 (0.68%) CA
9 1 (0.68%) IBM
9 1 (0.68%) Infor
9 1 (0.68%) Platfora
9 1 (0.68%) Red Hat
9 1 (0.68%) SAP
9 1 (0.68%) Siebel
9 1 (0.68%) Talend
Leeds, West Yorkshire
Nigel Frank International Ltd
Rate: £275 - £375 per day
Posted: 23 hours ago
Leeds
Vivid Resourcing
Rate: £0 per day
Posted: 14 days ago
Leeds
Real Staffing
Rate: £375 - £400 per day
Posted: 16 days ago