The table below looks at the statistics for ETL skills in IT jobs advertised for the Yorkshire region. Included is a guide to the average salaries offered in IT jobs that have cited ETL over the 3 months to 8 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
8 Feb 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 65 141 110
Rank change year-on-year
+76 -31
Permanent jobs citing ETL 252 137 159
As % of all permanent IT jobs located in Yorkshire 4.01% 1.92% 2.43%
As % of the Processes & Methodologies category 4.59% 2.17% 2.86%
Number of salaries quoted 184 124 125
Average salary £40,000 £40,000 £45,000
Average salary % change year-on-year
- -11.11%
90% offered a salary of more than £31,500 £30,000 £28,000
10% offered a salary of more than £68,500 £55,000 £75,000
UK excluding London average salary £45,000 £44,500 £45,000
% change year-on-year
+1.12% -1.11%
ETL
England

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

Processes & Methodologies Category
Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
5487 6301 5558
As % of all permanent IT jobs located in Yorkshire 87.29% 88.36% 84.95%
Number of salaries quoted 4568 5169 4214
Average salary £42,500 £40,000 £40,000
Average salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £60,000 £60,000 £55,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

ETL
Jobs Demand Trend in Yorkshire

This chart provides a 3-month moving total of permanent IT jobs citing ETL across the Yorkshire region as a proportion of the total demand within the Processes & Methodologies category.

ETL Jobs Demand Trend in Yorkshire

ETL
Salary Trend in Yorkshire

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

ETL Salary Trend in Yorkshire

ETL
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing ETL across the Yorkshire region over the 3 months to 8 February 2016.

ETL Salary Histogram in Yorkshire

ETL
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing ETL within the Yorkshire region over the 3 months to 8 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +60 206 £40,000 - 28
North Yorkshire +32 27 £41,250 -2.36% 6
South Yorkshire +15 14 £35,000 +7.69% 4
East Yorkshire -3 2 £27,750 -31.48%
ETL
England

ETL
Top 30 Related IT Skills in Yorkshire

For the 6 months to 8 February 2016, IT jobs across the Yorkshire region citing ETL also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL.

1 262 (59.55%) SQL
2 229 (52.05%) SQL Server
3 218 (49.55%) Business Intelligence
4 201 (45.68%) Data Warehouse
5 189 (42.95%) SQL Server Integration Services
6 154 (35.00%) Agile Software Development
7 138 (31.36%) Microsoft
8 126 (28.64%) SQL Server Reporting Services
9 113 (25.68%) Finance
10 112 (25.45%) T-SQL
11 108 (24.55%) SQL Server Analysis Services
12 96 (21.82%) Migration
13 87 (19.77%) Analytical Skills
14 82 (18.64%) SQL Server 2012
15 79 (17.95%) Data Modelling
16 77 (17.50%) MS Excel
17 71 (16.14%) Oracle
18 66 (15.00%) .NET
19 63 (14.32%) Degree
20 58 (13.18%) C#
21 54 (12.27%) Data Migration
21 54 (12.27%) Data Integration
22 53 (12.05%) Big Data
23 49 (11.14%) ETL Development
24 48 (10.91%) BusinessObjects
25 43 (9.77%) Data Management
25 43 (9.77%) SQL Server 2014
26 42 (9.55%) Relational Database
27 41 (9.32%) OLAP
28 40 (9.09%) Hadoop

ETL
Top Related IT Skills in Yorkshire by Category

For the 6 months to 8 February 2016, IT jobs across the Yorkshire region citing ETL also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL. Up to 20 skills are shown per category.

Application Platforms
1 27 (6.14%) SAS
2 12 (2.73%) SharePoint
3 10 (2.27%) Apache Pig
3 10 (2.27%) Node.js
4 7 (1.59%) Apache
4 7 (1.59%) GlassFish
4 7 (1.59%) WebSphere
5 6 (1.36%) Apache Spark
6 2 (0.45%) IIS
7 1 (0.23%) Confluence
7 1 (0.23%) Tomcat
Applications
1 77 (17.50%) MS Excel
2 10 (2.27%) MS Office
3 2 (0.45%) MS Visio
4 1 (0.23%) MS PowerPoint
Business Applications
1 10 (2.27%) Dynamics AX
1 10 (2.27%) Dynamics CRM
2 5 (1.14%) Oracle Retail
3 1 (0.23%) SAP ERP
Cloud Services
1 13 (2.95%) Microsoft Azure
2 10 (2.27%) GitHub
3 2 (0.45%) SaaS
4 1 (0.23%) Amazon AWS
4 1 (0.23%) PaaS
Database & Business Intelligence
1 229 (52.05%) SQL Server
2 201 (45.68%) Data Warehouse
3 189 (42.95%) SQL Server Integration Services
4 126 (28.64%) SQL Server Reporting Services
5 108 (24.55%) SQL Server Analysis Services
6 82 (18.64%) SQL Server 2012
7 53 (12.05%) Big Data
8 48 (10.91%) BusinessObjects
9 43 (9.77%) SQL Server 2014
10 42 (9.55%) Relational Database
11 41 (9.32%) OLAP
12 40 (9.09%) Hadoop
13 33 (7.50%) OLAP Cube
14 28 (6.36%) SQL Server 2008
15 23 (5.23%) Oracle ODI
16 20 (4.55%) QlikView
17 19 (4.32%) Pentaho
17 19 (4.32%) SAP Data Services
18 18 (4.09%) IBM InfoSphere
18 18 (4.09%) SQL Server 2005
Development Applications
1 26 (5.91%) Visual Studio
2 16 (3.64%) ERwin
2 16 (3.64%) Talend Open Studio
3 14 (3.18%) Team Foundation Server
4 11 (2.50%) Jenkins
5 8 (1.82%) JUnit
5 8 (1.82%) tSQLt
6 7 (1.59%) Oracle APEX
7 6 (1.36%) Eclipse
8 5 (1.14%) Git (software)
8 5 (1.14%) Octopus Deploy
9 2 (0.45%) Cucumber
9 2 (0.45%) HP UFT
9 2 (0.45%) JIRA
9 2 (0.45%) JMeter
9 2 (0.45%) LoadRunner
9 2 (0.45%) LoadUI
9 2 (0.45%) Selenium
9 2 (0.45%) SoapUI
10 1 (0.23%) Maven
General
1 113 (25.68%) Finance
2 29 (6.59%) Retail
3 28 (6.36%) Banking
4 14 (3.18%) Advertising
5 13 (2.95%) Marketing
6 12 (2.73%) Retail Banking
7 10 (2.27%) Automotive
8 4 (0.91%) Back Office
9 2 (0.45%) Games
9 2 (0.45%) Telecoms
Job Titles
1 196 (44.55%) Developer
2 93 (21.14%) SQL Developer
3 73 (16.59%) Analyst
4 70 (15.91%) Business Intelligence Developer
5 55 (12.50%) SQL Server Developer
6 49 (11.14%) SQL BI Developer
7 48 (10.91%) ETL Developer
8 43 (9.77%) Business Developer
9 34 (7.73%) Architect
10 31 (7.05%) SQL Server BI Developer
11 30 (6.82%) Data Analyst
12 29 (6.59%) DBA
13 28 (6.36%) Consultant
14 27 (6.14%) Data Warehouse Developer
15 26 (5.91%) Data Architect
15 26 (5.91%) Senior Developer
16 25 (5.68%) Project Manager
17 21 (4.77%) SQL DBA
18 17 (3.86%) Analyst Developer
18 17 (3.86%) Data Warehouse Architect
Libraries, Frameworks & Software Standards
1 66 (15.00%) .NET
2 30 (6.82%) Web Services
3 28 (6.36%) XML
4 18 (4.09%) ASP.NET
5 15 (3.41%) Middleware
5 15 (3.41%) SAP CO-PA
6 12 (2.73%) Spring
7 10 (2.27%) ASP.NET Web API
7 10 (2.27%) Managed Extensibility Framework
7 10 (2.27%) Spring XD
7 10 (2.27%) WCF
7 10 (2.27%) WPF
8 8 (1.82%) CakePHP
8 8 (1.82%) Hibernate
8 8 (1.82%) HTML
9 7 (1.59%) Grails
9 7 (1.59%) J2EE
9 7 (1.59%) JAXB
9 7 (1.59%) Kafka
9 7 (1.59%) MDX
Miscellaneous
1 87 (19.77%) Analytical Skills
2 54 (12.27%) Data Integration
3 35 (7.95%) Management Information System
4 24 (5.45%) Computer Science
5 21 (4.77%) NHS
6 18 (4.09%) Visualisation
7 15 (3.41%) Data Extraction
8 10 (2.27%) Client/Server
8 10 (2.27%) Enterprise Software
8 10 (2.27%) Mathematics
9 5 (1.14%) Data Protection Act
9 5 (1.14%) Fat Client
9 5 (1.14%) Thin Client
10 3 (0.68%) Data Structures
10 3 (0.68%) User Experience
11 2 (0.45%) Credit Risk
11 2 (0.45%) Mainframe
11 2 (0.45%) N-Tier
11 2 (0.45%) Replication
11 2 (0.45%) Statistics
Operating Systems
1 39 (8.86%) Linux
2 35 (7.95%) Unix
3 25 (5.68%) Windows
4 8 (1.82%) Windows Server
5 4 (0.91%) AIX
5 4 (0.91%) Windows Server 2003
5 4 (0.91%) Windows Server 2012
Processes & Methodologies
1 218 (49.55%) Business Intelligence
2 154 (35.00%) Agile Software Development
3 96 (21.82%) Migration
4 79 (17.95%) Data Modelling
5 54 (12.27%) Data Migration
6 49 (11.14%) ETL Development
7 43 (9.77%) Data Management
8 39 (8.86%) Analytics
9 38 (8.64%) Kimball Methodology
10 37 (8.41%) High Availability
11 36 (8.18%) SDLC
12 31 (7.05%) Software Engineering
13 30 (6.82%) CRM
14 29 (6.59%) Unit Testing
15 28 (6.36%) DevOps
16 26 (5.91%) Business Analysis
16 26 (5.91%) E-Commerce
17 25 (5.68%) Continuous Integration
18 24 (5.45%) Data Architecture
19 23 (5.23%) TDD
Programming Languages
1 262 (59.55%) SQL
2 112 (25.45%) T-SQL
3 58 (13.18%) C#
4 33 (7.50%) PowerShell
5 31 (7.05%) Java
6 24 (5.45%) JavaScript
7 22 (5.00%) Python
8 20 (4.55%) PL/SQL
9 19 (4.32%) Shell Script
10 12 (2.73%) VB
10 12 (2.73%) VB.NET
10 12 (2.73%) VBA
11 10 (2.27%) X++
12 8 (1.82%) Scala
13 7 (1.59%) Bash Shell
13 7 (1.59%) Groovy
13 7 (1.59%) Perl
13 7 (1.59%) PHP
13 7 (1.59%) VBScript
14 5 (1.14%) Ruby
Qualifications
1 63 (14.32%) Degree
2 24 (5.45%) Security Cleared
3 17 (3.86%) SC Cleared
4 15 (3.41%) BPSS Clearance
5 13 (2.95%) PRINCE2 Practitioner
6 10 (2.27%) PhD
7 8 (1.82%) Microsoft Certification
8 2 (0.45%) ISTQB
8 2 (0.45%) MCITP
8 2 (0.45%) MCTS
8 2 (0.45%) PRINCE2 Certification
8 2 (0.45%) SAS Certification
9 1 (0.23%) ISEB
9 1 (0.23%) MCAD
9 1 (0.23%) PMI Certification
Quality Assurance & Compliance
1 36 (8.18%) Data Quality
2 16 (3.64%) QA
3 4 (0.91%) SLA
System Software
1 6 (1.36%) Apache Flume
1 6 (1.36%) HDFS
2 4 (0.91%) Oracle RAC
Systems Management
1 10 (2.27%) Puppet
2 4 (0.91%) Data Guard
3 3 (0.68%) Oracle Enterprise Manager
3 3 (0.68%) Oracle RMAN
Vendors
1 138 (31.36%) Microsoft
2 71 (16.14%) Oracle
3 37 (8.41%) Tableau
4 29 (6.59%) Cognos
5 24 (5.45%) IBM
6 23 (5.23%) Splunk
7 20 (4.55%) SAP
8 19 (4.32%) Informatica
8 19 (4.32%) Netezza
9 18 (4.09%) Ab Initio
9 18 (4.09%) Cloudera
10 16 (3.64%) Hortonworks
10 16 (3.64%) Talend
11 10 (2.27%) Greenplum
11 10 (2.27%) MuleSoft
12 7 (1.59%) Teradata
13 6 (1.36%) MapR
14 5 (1.14%) Remedy
15 4 (0.91%) Sagent
16 3 (0.68%) VMware
Leeds, West Yorkshire
Spring Technology
Salary: £45000 - £50000 per annum
Posted: 2 days ago
Huddersfield, West Yorkshire
Spring Technology
Salary: £28000 - £32000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + Bonus + benefits
Posted: 2 days ago
Leeds, West Yorkshire
Spring Technology
Salary: £45000.00 - £50000.00 per annum
Posted: 2 days ago
Bradford, West Yorkshire
Senitor Associates
Salary: £35000 - £50000 per annum + Benefits
Posted: 3 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + Benefits
Posted: 3 days ago
York, North Yorkshire
X4 Group
Salary: £28k - 35k per month
Posted: 3 days ago
York, North Yorkshire
Vertical IT
Salary: £35000 - £45000 per annum + Bonus/Bens/Progression
Posted: 3 days ago
Leeds, West Yorkshire
Vertical IT
Salary: £45000 - £60000 per annum + Bonus & Bens
Posted: 3 days ago
Leeds, West Yorkshire
Vertical IT
Salary: £40000 - £55000 per annum + excellent benefits
Posted: 3 days ago
Leeds, West Yorkshire
Vertical IT
Salary: £75000 - £85000 per annum + excellent benefits
Posted: 3 days ago
Leeds
aap3
Salary: £35000.00 - £40000.00 per annum + benefits
Posted: 4 days ago
Huddersfield, West Yorkshire
Circle Recruitment
Salary: £30000 - £40000 per annum + Depending on Experience
Posted: 5 days ago
Leeds, Yorkshire
iSource IT - Noddle
Salary: Bonus (Dependent on performance)
Posted: 5 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent Salary + Benefits!
Posted: 5 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent Salary + Benefits
Posted: 5 days ago
West Yorkshire
Rullion IT Plus
Salary: £40000 - £50000 per annum + Bonus + Pension + Health
Posted: 5 days ago
Leeds, West Yorkshire
ReThink Recruitment
Salary: £30000.00 - £35000.00 per annum
Posted: 5 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Posted: 5 days ago
Leeds, West Yorkshire
Go IT Recruitment Ltd
Salary: From £40,000 to £50,000 per annum + benefits
Posted: 5 days ago
Leeds, West Yorkshire
Candour Solutions
Salary: Excellent plus benefits
Posted: 5 days ago
York
Computer Futures
Salary: competitive
Posted: 9 days ago
Leeds
Nigel Frank International Ltd
Salary: £35000 - £42000 per annum + Pension, Negotiable
Posted: 13 days ago
York
Computer Futures
Salary: competitive
Posted: 17 days ago
Leeds
Computer Futures
Salary: competitive
Posted: 17 days ago
Leeds
Churchill Frank International
Salary: £40000 - £50000 per annum + Bonus + Benefits
Posted: 17 days ago
Leeds
Sky Betting & Gaming
Posted: 17 days ago
Leeds
Hays Specialist Recruitment
Salary: £40000.00 - £45000.00 per annum
Posted: 18 days ago
Leeds
Nigel Frank International Ltd
Salary: £25000 - £35000 per annum + Pension, Negotiable
Posted: 18 days ago
Leeds
Churchill Frank International
Salary: £35000 - £40000 per annum + Bonus + Pension + Benefits
Posted: 21 days ago