The table below looks at the statistics for ETL skills in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 105 126 118
Rank change year-on-year
+21 -8
Permanent jobs citing ETL 143 146 164
As % of all permanent IT jobs located in Yorkshire 2.50% 2.16% 2.28%
As % of the Processes & Methodologies category 2.81% 2.40% 2.68%
Number of salaries quoted 102 112 129
Median salary £42,500 £50,000 £45,000
Median salary % change year-on-year
-15.00% +11.11%
90% offered a salary of more than £34,400 £32,550 £35,000
10% offered a salary of more than £50,000 £75,000 £57,500
UK excluding London median salary £45,000 £46,000 £45,000
% change year-on-year
-2.17% +2.22%
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
5083 6086 6128
As % of all permanent IT jobs located in Yorkshire 88.99% 90.06% 85.02%
Number of salaries quoted 4191 4991 4763
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £65,000 £55,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Yorkshire

The demand trend of job ads across the Yorkshire region citing ETL as a proportion of all IT jobs with a match in 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 24 August 2016.

ETL Salary Histogram in Yorkshire

ETL
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Yorkshire region over the 3 months to 24 August 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +9 119 £44,000 -12.00% 15
South Yorkshire +11 12 £36,500 -18.88% 2
North Yorkshire +28 11 £35,000 +27.27% 1
East Yorkshire -15 1 £23,000 -48.88%
ETL
England

ETL
Top 30 Related IT Skills in Yorkshire

For the 6 months to 24 August 2016, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Yorkshire region with a requirement for ETL.

1 212 (69.28%) SQL
2 206 (67.32%) SQL Server
3 177 (57.84%) Business Intelligence
4 172 (56.21%) SQL Server Integration Services
5 136 (44.44%) Data Warehouse
6 129 (42.16%) SQL Server Reporting Services
7 123 (40.20%) Microsoft
8 122 (39.87%) T-SQL
9 109 (35.62%) SQL Server Analysis Services
10 87 (28.43%) SQL Server 2012
11 86 (28.10%) Agile Software Development
12 67 (21.90%) MS Excel
13 62 (20.26%) SQL Server 2008
14 52 (16.99%) Data Modelling
14 52 (16.99%) Finance
15 49 (16.01%) BusinessObjects
15 49 (16.01%) Oracle
16 47 (15.36%) Big Data
17 46 (15.03%) Kimball Methodology
18 45 (14.71%) C#
18 45 (14.71%) Migration
19 41 (13.40%) Hadoop
19 41 (13.40%) Microsoft Azure
19 41 (13.40%) SQL Server 2014
19 41 (13.40%) SQL Server 2016
20 40 (13.07%) Analytical Skills
21 39 (12.75%) NoSQL
22 37 (12.09%) SAP
23 34 (11.11%) .NET
24 33 (10.78%) OLAP

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 (2.94%) SAS
2 7 (2.29%) Apache Spark
3 6 (1.96%) CMS
4 5 (1.63%) SharePoint
5 4 (1.31%) Apache Pig
6 2 (0.65%) Elasticsearch
7 1 (0.33%) BizTalk Server
7 1 (0.33%) Confluence
7 1 (0.33%) WebSphere
7 1 (0.33%) WebSphere Application Server
7 1 (0.33%) WebSphere Process Server
Applications
1 67 (21.90%) MS Excel
2 9 (2.94%) MS Office
3 3 (0.98%) SPSS
4 2 (0.65%) MS PowerPoint
5 1 (0.33%) MS Project
5 1 (0.33%) MS Visio
Cloud Services
1 41 (13.40%) Microsoft Azure
2 6 (1.96%) PaaS
Communications & Networking
1 2 (0.65%) FTP
Database & Business Intelligence
1 206 (67.32%) SQL Server
2 172 (56.21%) SQL Server Integration Services
3 136 (44.44%) Data Warehouse
4 129 (42.16%) SQL Server Reporting Services
5 109 (35.62%) SQL Server Analysis Services
6 87 (28.43%) SQL Server 2012
7 62 (20.26%) SQL Server 2008
8 49 (16.01%) BusinessObjects
9 47 (15.36%) Big Data
10 41 (13.40%) Hadoop
10 41 (13.40%) SQL Server 2014
10 41 (13.40%) SQL Server 2016
11 39 (12.75%) NoSQL
12 33 (10.78%) OLAP
12 33 (10.78%) Power BI
13 32 (10.46%) SQL Server 2005
14 25 (8.17%) SSDT
15 22 (7.19%) Oracle Database
15 22 (7.19%) Relational Database
16 21 (6.86%) PowerPivot
Development Applications
1 28 (9.15%) Visual Studio
2 21 (6.86%) Team Foundation Server
3 9 (2.94%) JIRA
3 9 (2.94%) Octopus Deploy
4 7 (2.29%) Git (software)
5 6 (1.96%) Talend Open Studio
6 3 (0.98%) JUnit
7 2 (0.65%) Oracle APEX
8 1 (0.33%) ERwin
8 1 (0.33%) IntelliJ
8 1 (0.33%) Jenkins
8 1 (0.33%) Maven
8 1 (0.33%) MSTest
8 1 (0.33%) NUnit
8 1 (0.33%) SQL Server Management Studio (SSMS)
8 1 (0.33%) Subversion
8 1 (0.33%) TeamCity
8 1 (0.33%) tSQLt
8 1 (0.33%) Visual Studio Team System
General
1 52 (16.99%) Finance
2 23 (7.52%) Retail
3 14 (4.58%) Banking
4 8 (2.61%) Marketing
5 6 (1.96%) Retail Banking
6 4 (1.31%) Advertising
6 4 (1.31%) Publishing
7 2 (0.65%) Legal
8 1 (0.33%) Back Office
8 1 (0.33%) Billing
8 1 (0.33%) Games
8 1 (0.33%) Telecoms
Job Titles
1 185 (60.46%) Developer
2 91 (29.74%) SQL Developer
3 74 (24.18%) Business Intelligence Developer
4 53 (17.32%) SQL Server Developer
5 41 (13.40%) ETL Developer
6 40 (13.07%) SSIS Developer
7 36 (11.76%) Analyst
8 32 (10.46%) SQL BI Developer
9 29 (9.48%) Business Developer
10 27 (8.82%) DBA
11 24 (7.84%) Project Manager
12 22 (7.19%) Business Intelligence Analyst
13 21 (6.86%) Data Warehouse Developer
13 21 (6.86%) SQL DBA
14 20 (6.54%) Administrator
15 19 (6.21%) Database Developer
16 18 (5.88%) Lead Developer
17 17 (5.56%) Senior Developer
18 16 (5.23%) SQL Server BI Developer
19 15 (4.90%) Business Intelligence Lead
Libraries, Frameworks & Software Standards
1 34 (11.11%) .NET
2 24 (7.84%) Web Services
2 24 (7.84%) XML
3 15 (4.90%) JSON
4 9 (2.94%) MDX
4 9 (2.94%) WCF
5 8 (2.61%) ASP.NET Web API
6 7 (2.29%) ASP.NET
6 7 (2.29%) Kafka
7 6 (1.96%) CSS
7 6 (1.96%) HTML
7 6 (1.96%) Spring
8 5 (1.63%) Velocity
9 1 (0.33%) .NET Framework
9 1 (0.33%) ASP.NET MVC
9 1 (0.33%) EDI
9 1 (0.33%) LINQ
9 1 (0.33%) Regular Expression
9 1 (0.33%) WF
9 1 (0.33%) WPF
Miscellaneous
1 40 (13.07%) Analytical Skills
2 26 (8.50%) Data Integration
3 17 (5.56%) Replication
4 11 (3.59%) Visualisation
5 9 (2.94%) Statistics
6 7 (2.29%) Data Protection Act
7 6 (1.96%) Computer Science
7 6 (1.96%) Management Information System
7 6 (1.96%) User Experience
8 5 (1.63%) New Media
9 3 (0.98%) Credit Risk
9 3 (0.98%) iPad
9 3 (0.98%) Mathematics
10 2 (0.65%) Algorithms
10 2 (0.65%) Applied Mathematics
10 2 (0.65%) Enterprise Software
11 1 (0.33%) Data Extraction
11 1 (0.33%) Data Structures
11 1 (0.33%) FMCG
11 1 (0.33%) Reference Data
Operating Systems
1 12 (3.92%) Linux
2 11 (3.59%) Unix
3 3 (0.98%) Windows
3 3 (0.98%) Windows Server
4 2 (0.65%) AIX
4 2 (0.65%) Red Hat Enterprise Linux
5 1 (0.33%) Windows Server 2003
5 1 (0.33%) Windows Server 2012
Processes & Methodologies
1 177 (57.84%) Business Intelligence
2 86 (28.10%) Agile Software Development
3 52 (16.99%) Data Modelling
4 46 (15.03%) Kimball Methodology
5 45 (14.71%) Migration
6 29 (9.48%) Analytics
7 28 (9.15%) Inmon Methodology
8 26 (8.50%) E-Commerce
8 26 (8.50%) ETL Development
9 24 (7.84%) Data Management
10 21 (6.86%) Data Migration
10 21 (6.86%) PRINCE2
11 18 (5.88%) DevOps
11 18 (5.88%) SDLC
12 17 (5.56%) Unit Testing
13 15 (4.90%) People Management
13 15 (4.90%) Scrum
14 14 (4.58%) Performance Tuning
14 14 (4.58%) Waterfall
15 13 (4.25%) Data Protection
Programming Languages
1 212 (69.28%) SQL
2 122 (39.87%) T-SQL
3 45 (14.71%) C#
4 23 (7.52%) PowerShell
5 18 (5.88%) PL/SQL
6 15 (4.90%) Java
6 15 (4.90%) VBA
7 13 (4.25%) VB.NET
8 11 (3.59%) Shell Script
9 6 (1.96%) Data Analysis Expressions (DAX)
9 6 (1.96%) JavaScript
10 5 (1.63%) C++
10 5 (1.63%) Python
11 3 (0.98%) C
11 3 (0.98%) Scala
12 2 (0.65%) VB
12 2 (0.65%) VBScript
13 1 (0.33%) Bash Shell
13 1 (0.33%) Perl
Qualifications
1 16 (5.23%) Microsoft Certification
2 13 (4.25%) Degree
3 8 (2.61%) PRINCE2 Practitioner
4 4 (1.31%) MCSA
4 4 (1.31%) MCSE
4 4 (1.31%) PRINCE2 Certification
5 2 (0.65%) ISEB
5 2 (0.65%) MCITP
5 2 (0.65%) MCTS
6 1 (0.33%) CISSP
6 1 (0.33%) ISTQB
6 1 (0.33%) MCAD
6 1 (0.33%) PhD
Quality Assurance & Compliance
1 30 (9.80%) Data Quality
2 10 (3.27%) QA
3 5 (1.63%) SLA
4 1 (0.33%) PCI DSS
System Software
1 5 (1.63%) HDFS
2 4 (1.31%) Apache Flume
2 4 (1.31%) Tivoli Workload Scheduler
3 1 (0.33%) Active Directory
Systems Management
1 5 (1.63%) Tivoli
2 1 (0.33%) Data Guard
2 1 (0.33%) Oracle RMAN
Vendors
1 123 (40.20%) Microsoft
2 49 (16.01%) Oracle
3 37 (12.09%) SAP
4 19 (6.21%) Tableau
5 11 (3.59%) IBM
6 7 (2.29%) Informatica
7 6 (1.96%) EPiServer
7 6 (1.96%) Remedy
7 6 (1.96%) Talend
8 5 (1.63%) Cloudera
8 5 (1.63%) OpenText
8 5 (1.63%) Splunk
9 4 (1.31%) Hortonworks
9 4 (1.31%) MapR
9 4 (1.31%) MicroStrategy
9 4 (1.31%) Netezza
9 4 (1.31%) Sun
9 4 (1.31%) Teradata
10 2 (0.65%) Sybase
10 2 (0.65%) TIBCO
Leeds, West Yorkshire
Rullion IT Plus
Salary: £40000 - £48000 per annum + Bens
Posted: 11 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £45,000 per annum
Posted: Yesterday
Doncaster, South Yorkshire
Capita Resourcing - IT Resourcing
Salary: £31500 - £41500 per annum + Benefits package
Posted: 2 days ago
Leeds, West Yorkshire
TEKsystems
Salary: £35000 - £50000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000.00 - £45000.00 per annum
Posted: 6 days ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £35000.00 - £45000.00 per annum + Benefits
Posted: 6 days ago
Doncaster
Nigel Frank International Ltd
Salary: £35 - £35000 per annum + Pension
Posted: 6 days ago
Leeds, West Yorkshire
Oscar
Salary: £35000 - £45000 per annum + Benefits
Posted: 2 days ago
Bradford, West Yorkshire
Senitor Associates
Salary: £30000 - £40000 per annum + Excellent benefits
Posted: 5 days ago
Leeds
360 Resourcing
Salary: Circa £38,000 per year
Posted: 7 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £48,000 per annum + Bonus +Bens + Flexible Working
Posted: Yesterday
Leeds
StepChange
Salary: Circa £38,000 per annum
Posted: 16 days ago
Leeds
Hays Specialist Recruitment
Salary: £40000.00 - £45000.00 per annum
Posted: 23 days ago
Pudsey, West Yorkshire
Lloyds Banking Group
Salary: £33000 - £39300 per annum + Benefits
Posted: 7 days ago
North Yorkshire
Redrock Consulting Ltd
Salary: £60000 - £80000 per annum + Excellent Bens
Posted: 6 days ago