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 29 June 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
29 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 87 52 70
Rank change year-on-year
-35 +18
Contract jobs citing ETL 57 111 52
As % of all contract IT jobs located in Yorkshire 2.04% 3.75% 2.25%
As % of the Processes & Methodologies category 2.39% 4.53% 2.93%
Number of daily rates quoted 46 81 38
Median daily rate £375 £375 £375
90% offered a daily rate of more than £313 £291 £250
10% offered a daily rate of more than £454 £499 £475
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £110.00
UK excluding London median hourly rate £20.50 £31.50 £37.80
% change year-on-year
-34.92% -16.66%
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
2382 2450 1777
As % of all contract IT jobs located in Yorkshire 85.16% 82.83% 76.86%
Number of daily rates quoted 1649 1721 1169
Median daily rate £425 £368 £345
Median daily rate % change year-on-year
+15.64% +6.52%
90% offered a daily rate of more than £313 £275 £225
10% offered a daily rate of more than £550 £500 £462
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 34 54 54
Median hourly rate £16.90 £15.39 £15.39
Median hourly rate % change year-on-year
+9.79% +0.03%
90% offered a hourly rate of more than £11.00 £10.50 £10.00
10% offered a hourly rate of more than £29.80 £45.00 £40.00
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 29 June 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 29 June 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 -50 37 £390 +4.00% 11
North Yorkshire +11 9 £400 +21.21% 5
South Yorkshire -7 9 £350 -6.66%
ETL
England

ETL
Top 30 Related IT Skills in Yorkshire

For the 6 months to 29 June 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 96 (62.75%) SQL
2 64 (41.83%) Data Warehouse
3 62 (40.52%) SQL Server
4 55 (35.95%) Oracle
5 51 (33.33%) Business Intelligence
6 46 (30.07%) Microsoft
7 41 (26.80%) Finance
8 40 (26.14%) PL/SQL
9 37 (24.18%) Informatica
10 34 (22.22%) SQL Server Integration Services
11 32 (20.92%) Data Modelling
12 31 (20.26%) SAS
13 30 (19.61%) T-SQL
14 29 (18.95%) ETL Development
15 28 (18.30%) Oracle Database
15 28 (18.30%) SQL Server Reporting Services
16 24 (15.69%) SQL Server Analysis Services
17 22 (14.38%) BusinessObjects
18 20 (13.07%) Unit Testing
19 18 (11.76%) Unix
19 18 (11.76%) Kimball Methodology
20 17 (11.11%) Analytical Skills
21 16 (10.46%) Migration
21 16 (10.46%) Agile Software Development
22 15 (9.80%) C++
22 15 (9.80%) Analytics
23 14 (9.15%) Linux
23 14 (9.15%) Stakeholder Management
23 14 (9.15%) Data Analysis
23 14 (9.15%) Hadoop

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 31 (20.26%) SAS
2 8 (5.23%) SharePoint
3 2 (1.31%) Confluence
Applications
1 8 (5.23%) MS Excel
2 7 (4.58%) MS Office
2 7 (4.58%) MS PowerPoint
2 7 (4.58%) MS Project
2 7 (4.58%) MS Visio
3 1 (0.65%) Spreadsheet
Business Applications
1 3 (1.96%) Cognos Planning
2 2 (1.31%) Dynamics CRM
Cloud Services
1 11 (7.19%) Microsoft Azure
2 3 (1.96%) Amazon AWS
3 2 (1.31%) Office 365
Communications & Networking
1 3 (1.96%) Network Security
1 3 (1.96%) TCP/IP
Database & Business Intelligence
1 64 (41.83%) Data Warehouse
2 62 (40.52%) SQL Server
3 34 (22.22%) SQL Server Integration Services
4 28 (18.30%) Oracle Database
4 28 (18.30%) SQL Server Reporting Services
5 24 (15.69%) SQL Server Analysis Services
6 22 (14.38%) BusinessObjects
7 14 (9.15%) Hadoop
8 12 (7.84%) Oracle Database 11g
8 12 (7.84%) SQL Server 2012
9 11 (7.19%) Base SAS
10 10 (6.54%) SAS Data Integration Studio
10 10 (6.54%) SQL Server 2014
11 9 (5.88%) SAS Enterprise Guide
11 9 (5.88%) Star Schema
12 8 (5.23%) Azure SQL Database
12 8 (5.23%) MS Access
12 8 (5.23%) Oracle Database 12c
13 7 (4.58%) Data Mining
13 7 (4.58%) NoSQL
Development Applications
1 12 (7.84%) ERwin
2 10 (6.54%) SQL Server Management Studio (SSMS)
2 10 (6.54%) Visual Studio
3 8 (5.23%) Oracle APEX
4 4 (2.61%) Git (software)
4 4 (2.61%) Jenkins
5 3 (1.96%) JIRA
6 2 (1.31%) Atlassian Bamboo
6 2 (1.31%) ClearCase
6 2 (1.31%) jMock
6 2 (1.31%) JUnit
6 2 (1.31%) Maven
6 2 (1.31%) Mockito
6 2 (1.31%) Subversion
6 2 (1.31%) Team Foundation Server
7 1 (0.65%) SoapUI
7 1 (0.65%) Talend Open Studio
General
1 41 (26.80%) Finance
2 12 (7.84%) Banking
3 7 (4.58%) Advertising
4 5 (3.27%) Games
4 5 (3.27%) Retail
5 2 (1.31%) Billing
5 2 (1.31%) Telecoms
6 1 (0.65%) Back Office
6 1 (0.65%) Legal
6 1 (0.65%) Manufacturing
6 1 (0.65%) Marketing
Job Titles
1 83 (54.25%) Developer
2 32 (20.92%) Analyst
3 28 (18.30%) ETL Developer
4 18 (11.76%) Business Intelligence Developer
5 15 (9.80%) SQL Developer
6 13 (8.50%) SAS Developer
7 12 (7.84%) Business Analyst
8 10 (6.54%) Informatica Developer
8 10 (6.54%) SSIS Developer
8 10 (6.54%) Tester
9 9 (5.88%) ETL Tester
9 9 (5.88%) Informatica ETL Developer
10 8 (5.23%) DBA
11 7 (4.58%) Business Developer
11 7 (4.58%) SSRS Developer
11 7 (4.58%) Test Analyst
12 6 (3.92%) Ab Initio Developer
12 6 (3.92%) Business Intelligence Analyst
12 6 (3.92%) ETL Analyst
12 6 (3.92%) Project Manager
Libraries, Frameworks & Software Standards
1 9 (5.88%) Velocity
2 6 (3.92%) Web Services
2 6 (3.92%) XML
3 5 (3.27%) .NET
4 3 (1.96%) MDX
4 3 (1.96%) REST
4 3 (1.96%) SOAP
5 2 (1.31%) Ext JS
5 2 (1.31%) Hibernate
5 2 (1.31%) JAXB
5 2 (1.31%) JDBC
5 2 (1.31%) JMS
5 2 (1.31%) JPA
5 2 (1.31%) jQuery
5 2 (1.31%) JSON
5 2 (1.31%) Spring
5 2 (1.31%) Spring Integration
6 1 (0.65%) ASP.NET
6 1 (0.65%) Middleware
Miscellaneous
1 17 (11.11%) Analytical Skills
2 11 (7.19%) Data Integration
3 10 (6.54%) Algorithms
4 9 (5.88%) Data Structures
5 8 (5.23%) Credit Risk
6 7 (4.58%) Visualisation
7 4 (2.61%) NHS
8 3 (1.96%) Digital Media
9 2 (1.31%) Clustering
9 2 (1.31%) Data Extraction
9 2 (1.31%) Management Information System
10 1 (0.65%) CMDB
10 1 (0.65%) Market Risk
10 1 (0.65%) Reference Data
10 1 (0.65%) Replication
10 1 (0.65%) Statistics
Operating Systems
1 18 (11.76%) Unix
2 14 (9.15%) Linux
3 4 (2.61%) Red Hat Enterprise Linux
3 4 (2.61%) Windows
3 4 (2.61%) Windows Server
4 2 (1.31%) CentOS
5 1 (0.65%) AIX
5 1 (0.65%) Android
Processes & Methodologies
1 51 (33.33%) Business Intelligence
2 32 (20.92%) Data Modelling
3 29 (18.95%) ETL Development
4 20 (13.07%) Unit Testing
5 18 (11.76%) Kimball Methodology
6 16 (10.46%) Agile Software Development
6 16 (10.46%) Migration
7 15 (9.80%) Analytics
8 14 (9.15%) Data Analysis
8 14 (9.15%) Stakeholder Management
9 12 (7.84%) Data Security
9 12 (7.84%) Dimensional Modelling
10 10 (6.54%) Data Mapping
10 10 (6.54%) Project Management
11 9 (5.88%) Data Migration
11 9 (5.88%) SDLC
12 8 (5.23%) Data Validation
12 8 (5.23%) Validation
13 7 (4.58%) GAP Analysis
13 7 (4.58%) Performance Tuning
Programming Languages
1 96 (62.75%) SQL
2 40 (26.14%) PL/SQL
3 30 (19.61%) T-SQL
4 15 (9.80%) C++
5 13 (8.50%) JavaScript
6 12 (7.84%) Java
7 8 (5.23%) C#
8 7 (4.58%) C
8 7 (4.58%) Shell Script
9 5 (3.27%) Python
10 4 (2.61%) Bash Shell
11 3 (1.96%) Perl
11 3 (1.96%) PHP
11 3 (1.96%) VBA
12 2 (1.31%) R
13 1 (0.65%) ANSI SQL
13 1 (0.65%) PowerShell
13 1 (0.65%) VB
13 1 (0.65%) VB.NET
13 1 (0.65%) VBScript
Qualifications
1 6 (3.92%) ISEB
1 6 (3.92%) Security Cleared
2 2 (1.31%) Degree
2 2 (1.31%) MCSA
2 2 (1.31%) MCSE
2 2 (1.31%) Microsoft Certification
2 2 (1.31%) SC Cleared
3 1 (0.65%) BC Cleared
3 1 (0.65%) BPSS Clearance
3 1 (0.65%) ITIL Certification
3 1 (0.65%) SAS Certification
Quality Assurance & Compliance
1 12 (7.84%) QA
2 10 (6.54%) Disclosure Scotland
3 7 (4.58%) Data Quality
System Software
1 2 (1.31%) Active Directory
1 2 (1.31%) Docker
2 1 (0.65%) Tivoli Workload Scheduler
Systems Management
1 8 (5.23%) Control-M
2 5 (3.27%) Data Guard
2 5 (3.27%) Oracle RMAN
3 2 (1.31%) Nagios
4 1 (0.65%) HP Quality Center
4 1 (0.65%) Tivoli
Vendors
1 55 (35.95%) Oracle
2 46 (30.07%) Microsoft
3 37 (24.18%) Informatica
4 9 (5.88%) Cognos
5 8 (5.23%) Ab Initio
6 6 (3.92%) SAP
6 6 (3.92%) Tableau
7 4 (2.61%) Sybase
8 2 (1.31%) BMC
8 2 (1.31%) Netezza
9 1 (0.65%) IBM
9 1 (0.65%) Red Hat
9 1 (0.65%) Siebel
9 1 (0.65%) Talend
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