The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / Yorkshire
Rank 88 59 61
Rank change year-on-year -29 +2  
Contract jobs citing ETL 39 85 74
As % of all contract IT jobs advertised in Yorkshire 1.81% 3.02% 2.81%
As % of the Processes & Methodologies category 2.19% 3.73% 3.42%
Number of daily rates quoted 27 70 53
Median daily rate £360 £350 £425
Median daily rate % change year-on-year +2.85% -17.64%  
90% offered a daily rate of more than £308 £309 £285
10% offered a daily rate of more than £470 £525 £535
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 £37.50 - £40.00

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Yorkshire
Contract job vacancies with a requirement for process and methodology skills 1781 2280 2161
As % of all contract IT job vacancies advertised in Yorkshire 82.45% 80.97% 82.07%
Number of daily rates quoted 1141 1542 1396
Median daily rate £410 £410 £375
Median daily rate % change year-on-year - +9.33%  
90% offered a daily rate of more than £300 £300 £250
10% offered a daily rate of more than £550 £575 £475
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% -  
Number of hourly rates quoted 35 65 62
Median hourly rate £13.00 £16.50 £18.00
Median hourly rate % change year-on-year -21.21% -8.33%  
90% offered a hourly rate of more than £8.82 £10.20 £9.25
10% offered a hourly rate of more than £35.34 £35.00 £36.00
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

ETL
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing ETL as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Yorkshire

ETL
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for ETL in Yorkshire

ETL
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing ETL in Yorkshire over the 3 months to 24 March 2017.

Contractor daily rate histogram for ETL in Yorkshire

ETL
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for ETL 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 24 March 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
West Yorkshire -8 27 £363 +3.57% 13
South Yorkshire -21 6 £350 -
East Yorkshire - 2 £350 -
North Yorkshire +1 1 £400 +14.28%
ETL
England

ETL
Top 30 Related IT Skills in Yorkshire

For the 6 months to 24 March 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 Yorkshire region with a requirement for ETL.

1 74 (64.35%) SQL
2 67 (58.26%) SQL Server
3 62 (53.91%) Data Warehouse
3 62 (53.91%) SQL Server Integration Services
4 56 (48.70%) Microsoft
5 46 (40.00%) Business Intelligence
6 39 (33.91%) SQL Server Reporting Services
7 38 (33.04%) T-SQL
8 35 (30.43%) SQL Server 2014
9 33 (28.70%) SQL Server 2012
10 25 (21.74%) Data Modelling
11 23 (20.00%) Kimball Methodology
11 23 (20.00%) SQL Server Analysis Services
12 22 (19.13%) Migration
13 17 (14.78%) SQL Server 2008
14 15 (13.04%) Big Data
14 15 (13.04%) Agile Software Development
15 14 (12.17%) Hadoop
16 13 (11.30%) Oracle
17 12 (10.43%) Finance
18 11 (9.57%) DB2
18 11 (9.57%) MS Excel
18 11 (9.57%) Unix
18 11 (9.57%) Data Migration
18 11 (9.57%) Power BI
19 10 (8.70%) Security Cleared
19 10 (8.70%) BusinessObjects
19 10 (8.70%) Data Management
20 9 (7.83%) Replication
21 8 (6.96%) Management Information System

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 7 (6.09%) SAS
2 5 (4.35%) Apache Spark
2 5 (4.35%) Confluence
2 5 (4.35%) SharePoint
3 3 (2.61%) Oracle SOA Suite
4 1 (0.87%) ArcGIS
4 1 (0.87%) GeoServer
4 1 (0.87%) Oracle Spatial
Applications
1 11 (9.57%) MS Excel
2 5 (4.35%) MS Office
3 3 (2.61%) MS Visio
4 1 (0.87%) Spreadsheet
Cloud Services
1 4 (3.48%) Microsoft Azure
2 3 (2.61%) IaaS
2 3 (2.61%) PaaS
2 3 (2.61%) SaaS
3 1 (0.87%) Amazon AWS
Communications & Networking
1 2 (1.74%) HTTP
1 2 (1.74%) LDAP
Database & Business Intelligence
1 67 (58.26%) SQL Server
2 62 (53.91%) Data Warehouse
2 62 (53.91%) SQL Server Integration Services
3 39 (33.91%) SQL Server Reporting Services
4 35 (30.43%) SQL Server 2014
5 33 (28.70%) SQL Server 2012
6 23 (20.00%) SQL Server Analysis Services
7 17 (14.78%) SQL Server 2008
8 15 (13.04%) Big Data
9 14 (12.17%) Hadoop
10 11 (9.57%) DB2
10 11 (9.57%) Power BI
11 10 (8.70%) BusinessObjects
12 8 (6.96%) Apache Hive
13 7 (6.09%) DB2 UDB
13 7 (6.09%) QlikView
13 7 (6.09%) SQL Server 2000
14 6 (5.22%) HBase
14 6 (5.22%) OLTP
15 5 (4.35%) DataStage
Development Applications
1 5 (4.35%) JIRA
2 3 (2.61%) Team Foundation Server
3 1 (0.87%) Oracle APEX
3 1 (0.87%) Oracle Forms
3 1 (0.87%) Visual Studio
General
1 12 (10.43%) Finance
2 6 (5.22%) Retail
3 5 (4.35%) Banking
4 3 (2.61%) Billing
5 1 (0.87%) Advertising
5 1 (0.87%) Manufacturing
5 1 (0.87%) Marketing
Job Titles
1 64 (55.65%) Developer
2 36 (31.30%) SQL Developer
3 34 (29.57%) ETL Developer
4 33 (28.70%) SSIS Developer
5 25 (21.74%) Data Warehouse Developer
6 14 (12.17%) DBA
7 13 (11.30%) Analyst
7 13 (11.30%) Business Intelligence Developer
8 11 (9.57%) SQL Server Data Warehouse Developer
8 11 (9.57%) SQL Server Developer
9 10 (8.70%) Consultant
9 10 (8.70%) T-SQL Developer
10 9 (7.83%) Data Analyst
10 9 (7.83%) SSRS Developer
11 8 (6.96%) Data Consultant
12 7 (6.09%) Administrator
12 7 (6.09%) DB2 DBA
12 7 (6.09%) SQL DBA
12 7 (6.09%) SSAS Developer
13 6 (5.22%) DB2 Administrator
Libraries, Frameworks & Software Standards
1 8 (6.96%) MDX
1 8 (6.96%) Web Services
2 6 (5.22%) XML
3 3 (2.61%) .NET
4 2 (1.74%) Apache Tez
4 2 (1.74%) JMS
4 2 (1.74%) OSGi
5 1 (0.87%) ASP.NET
5 1 (0.87%) CSS
5 1 (0.87%) HTML
5 1 (0.87%) PostGIS
Miscellaneous
1 9 (7.83%) Replication
2 8 (6.96%) Analytical Skills
2 8 (6.96%) Management Information System
3 7 (6.09%) NHS
4 5 (4.35%) HACMP
5 4 (3.48%) Clustering
6 3 (2.61%) Enterprise Storage
6 3 (2.61%) Hybrid Cloud
7 2 (1.74%) Computer Science
7 2 (1.74%) Fintech
7 2 (1.74%) Mobile App
7 2 (1.74%) Tandem
8 1 (0.87%) Client/Server
8 1 (0.87%) FMCG
8 1 (0.87%) Mainframe
8 1 (0.87%) Reference Data
Operating Systems
1 11 (9.57%) Unix
2 8 (6.96%) Windows
3 2 (1.74%) Linux
3 2 (1.74%) Red Hat Enterprise Linux
3 2 (1.74%) Windows Server
3 2 (1.74%) Windows Server 2003
3 2 (1.74%) Windows Server 2012
Processes & Methodologies
1 46 (40.00%) Business Intelligence
2 25 (21.74%) Data Modelling
3 23 (20.00%) Kimball Methodology
4 22 (19.13%) Migration
5 15 (13.04%) Agile Software Development
6 11 (9.57%) Data Migration
7 10 (8.70%) Data Management
8 8 (6.96%) Configuration Management
9 7 (6.09%) Performance Tuning
10 6 (5.22%) Change Management
10 6 (5.22%) Data Mapping
10 6 (5.22%) Disaster Recovery
11 5 (4.35%) Analytics
11 5 (4.35%) ETL Development
11 5 (4.35%) MapReduce
11 5 (4.35%) SOA
11 5 (4.35%) Stakeholder Management
12 4 (3.48%) Logical Data Model
12 4 (3.48%) Mentoring
12 4 (3.48%) SDLC
Programming Languages
1 74 (64.35%) SQL
2 38 (33.04%) T-SQL
3 8 (6.96%) C#
3 8 (6.96%) Python
4 5 (4.35%) AWK
5 4 (3.48%) Data Analysis Expressions (DAX)
5 4 (3.48%) PL/SQL
6 3 (2.61%) Perl
7 2 (1.74%) C
7 2 (1.74%) PowerShell
7 2 (1.74%) R
7 2 (1.74%) VB.NET
7 2 (1.74%) VBA
8 1 (0.87%) ABAP
8 1 (0.87%) JavaScript
Qualifications
1 10 (8.70%) Security Cleared
2 4 (3.48%) Degree
2 4 (3.48%) SC Cleared
3 2 (1.74%) Microsoft Certification
Quality Assurance & Compliance
1 8 (6.96%) Data Quality
2 4 (3.48%) QA
3 1 (0.87%) IFRS
3 1 (0.87%) IFRS 9
System Software
1 3 (2.61%) HDFS
Systems Management
1 5 (4.35%) Tivoli Storage Manager
2 3 (2.61%) Microsoft Clustering
Vendors
1 56 (48.70%) Microsoft
2 13 (11.30%) Oracle
3 6 (5.22%) IBM
4 5 (4.35%) Ab Initio
4 5 (4.35%) Informatica
4 5 (4.35%) NetApp
5 4 (3.48%) SAP
6 3 (2.61%) Cloudera
6 3 (2.61%) Tableau
7 2 (1.74%) CA
7 2 (1.74%) Hortonworks
8 1 (0.87%) DevExpress
8 1 (0.87%) ESRI
8 1 (0.87%) Google
8 1 (0.87%) Netezza
8 1 (0.87%) Splunk
8 1 (0.87%) Teradata