The table below looks at the statistics for ETL skills in IT jobs advertised for the West Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 85 98 100
Rank change year-on-year
+13 +2
Permanent jobs citing ETL 124 124 129
As % of all permanent IT jobs located in West Yorkshire 3.14% 2.69% 2.64%
As % of the Processes & Methodologies category 3.46% 2.94% 3.07%
Number of salaries quoted 94 90 94
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 £36,000 £32,500 £32,500
10% offered a salary of more than £50,000 £75,000 £56,750
UK excluding London median salary £45,000 £46,000 £45,000
% change year-on-year
-2.17% +2.22%
ETL
Yorkshire

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

Processes & Methodologies Category
West Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
3589 4214 4201
As % of all permanent IT jobs located in West Yorkshire 90.77% 91.33% 86.05%
Number of salaries quoted 3026 3370 3256
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £30,500 £30,000 £27,500
10% offered a salary of more than £67,500 £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 West Yorkshire

The demand trend of job ads across the West Yorkshire region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in West Yorkshire

ETL
Salary Trend in West Yorkshire

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

ETL Salary Trend in West Yorkshire

ETL
Salary Histogram in West Yorkshire

This chart provides a salary histogram for IT jobs citing ETL across the West Yorkshire region over the 3 months to 30 August 2016.

ETL Salary Histogram in West Yorkshire

ETL
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the West Yorkshire region over the 3 months to 30 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
Leeds +32 90 £42,500 -22.72% 8
Bradford +7 33 £45,000 -16.27% 4
ETL
Yorkshire

ETL
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 30 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 West Yorkshire region with a requirement for ETL.

1 173 (74.25%) SQL
2 172 (73.82%) SQL Server
3 151 (64.81%) SQL Server Integration Services
4 143 (61.37%) Business Intelligence
5 117 (50.21%) Data Warehouse
6 114 (48.93%) SQL Server Reporting Services
7 110 (47.21%) Microsoft
8 101 (43.35%) T-SQL
9 94 (40.34%) SQL Server Analysis Services
10 85 (36.48%) SQL Server 2012
11 82 (35.19%) Agile Software Development
12 58 (24.89%) MS Excel
13 56 (24.03%) SQL Server 2008
14 44 (18.88%) C#
14 44 (18.88%) Kimball Methodology
14 44 (18.88%) Big Data
15 41 (17.60%) Hadoop
16 39 (16.74%) Microsoft Azure
17 38 (16.31%) Data Modelling
17 38 (16.31%) SQL Server 2014
18 36 (15.45%) SQL Server 2016
18 36 (15.45%) NoSQL
19 33 (14.16%) Power BI
20 32 (13.73%) .NET
21 31 (13.30%) Visual Studio
22 30 (12.88%) Oracle
22 30 (12.88%) SQL Server 2005
23 29 (12.45%) Finance
24 28 (12.02%) Analytics
24 28 (12.02%) Inmon Methodology

ETL
Top Related IT Skills in West 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 10 (4.29%) SAS
2 7 (3.00%) Apache Spark
3 6 (2.58%) CMS
4 3 (1.29%) Apache Pig
5 2 (0.86%) Elasticsearch
5 2 (0.86%) SharePoint
6 1 (0.43%) BizTalk Server
6 1 (0.43%) Confluence
6 1 (0.43%) WebSphere
6 1 (0.43%) WebSphere Application Server
6 1 (0.43%) WebSphere Process Server
Applications
1 58 (24.89%) MS Excel
2 9 (3.86%) MS Office
3 4 (1.72%) SPSS
4 1 (0.43%) MS PowerPoint
4 1 (0.43%) MS Project
Cloud Services
1 39 (16.74%) Microsoft Azure
2 6 (2.58%) PaaS
Communications & Networking
1 2 (0.86%) FTP
Database & Business Intelligence
1 172 (73.82%) SQL Server
2 151 (64.81%) SQL Server Integration Services
3 117 (50.21%) Data Warehouse
4 114 (48.93%) SQL Server Reporting Services
5 94 (40.34%) SQL Server Analysis Services
6 85 (36.48%) SQL Server 2012
7 56 (24.03%) SQL Server 2008
8 44 (18.88%) Big Data
9 41 (17.60%) Hadoop
10 38 (16.31%) SQL Server 2014
11 36 (15.45%) NoSQL
11 36 (15.45%) SQL Server 2016
12 33 (14.16%) Power BI
13 30 (12.88%) SQL Server 2005
14 27 (11.59%) SSDT
15 24 (10.30%) BusinessObjects
15 24 (10.30%) OLAP
16 21 (9.01%) PowerPivot
16 21 (9.01%) Relational Database
17 16 (6.87%) Oracle Database
Development Applications
1 31 (13.30%) Visual Studio
2 24 (10.30%) Team Foundation Server
3 9 (3.86%) Octopus Deploy
4 7 (3.00%) JIRA
5 6 (2.58%) Git (software)
6 5 (2.15%) Talend Open Studio
7 3 (1.29%) JUnit
8 2 (0.86%) Visual Studio Team System
9 1 (0.43%) ERwin
9 1 (0.43%) IntelliJ
9 1 (0.43%) Jenkins
9 1 (0.43%) Maven
9 1 (0.43%) MSTest
9 1 (0.43%) NUnit
9 1 (0.43%) Oracle APEX
9 1 (0.43%) SQL Server Management Studio (SSMS)
9 1 (0.43%) TeamCity
9 1 (0.43%) tSQLt
General
1 29 (12.45%) Finance
2 11 (4.72%) Retail
3 7 (3.00%) Marketing
4 4 (1.72%) Banking
5 3 (1.29%) Advertising
6 2 (0.86%) Legal
7 1 (0.43%) Games
Job Titles
1 151 (64.81%) Developer
2 71 (30.47%) SQL Developer
3 66 (28.33%) Business Intelligence Developer
4 46 (19.74%) SQL Server Developer
5 41 (17.60%) ETL Developer
6 34 (14.59%) SSIS Developer
7 26 (11.16%) DBA
7 26 (11.16%) SQL BI Developer
8 21 (9.01%) SQL DBA
9 20 (8.58%) Database Developer
10 19 (8.15%) Administrator
11 18 (7.73%) Business Developer
11 18 (7.73%) Lead Developer
12 16 (6.87%) Analyst
12 16 (6.87%) Data Warehouse Developer
13 15 (6.44%) Business Intelligence Lead
13 15 (6.44%) Senior Developer
13 15 (6.44%) SSAS Developer
14 14 (6.01%) SQL Database Developer
14 14 (6.01%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 32 (13.73%) .NET
2 24 (10.30%) XML
3 23 (9.87%) Web Services
4 15 (6.44%) JSON
5 9 (3.86%) MDX
5 9 (3.86%) WCF
6 8 (3.43%) ASP.NET Web API
7 6 (2.58%) ASP.NET
7 6 (2.58%) Kafka
8 4 (1.72%) Velocity
9 1 (0.43%) .NET Framework
9 1 (0.43%) LINQ
9 1 (0.43%) WF
9 1 (0.43%) WPF
Miscellaneous
1 26 (11.16%) Data Integration
2 17 (7.30%) Analytical Skills
2 17 (7.30%) Replication
3 12 (5.15%) Visualisation
4 9 (3.86%) Statistics
5 7 (3.00%) Data Protection Act
6 5 (2.15%) New Media
7 4 (1.72%) Credit Risk
7 4 (1.72%) Management Information System
8 3 (1.29%) Computer Science
8 3 (1.29%) iPad
8 3 (1.29%) Mathematics
9 2 (0.86%) Algorithms
9 2 (0.86%) Applied Mathematics
9 2 (0.86%) Enterprise Software
10 1 (0.43%) Cryptography
10 1 (0.43%) Data Extraction
10 1 (0.43%) NHS
10 1 (0.43%) Physics
10 1 (0.43%) Reference Data
Operating Systems
1 9 (3.86%) Unix
2 8 (3.43%) Linux
3 1 (0.43%) AIX
3 1 (0.43%) Red Hat Enterprise Linux
Processes & Methodologies
1 143 (61.37%) Business Intelligence
2 82 (35.19%) Agile Software Development
3 44 (18.88%) Kimball Methodology
4 38 (16.31%) Data Modelling
5 28 (12.02%) Analytics
5 28 (12.02%) Inmon Methodology
6 24 (10.30%) E-Commerce
7 20 (8.58%) Migration
8 19 (8.15%) DevOps
9 17 (7.30%) Data Management
9 17 (7.30%) ETL Development
9 17 (7.30%) Unit Testing
10 13 (5.58%) Performance Tuning
10 13 (5.58%) Waterfall
11 12 (5.15%) Continuous Integration
11 12 (5.15%) Scrum
11 12 (5.15%) SDLC
12 10 (4.29%) Continuous Improvement
12 10 (4.29%) Data Migration
13 9 (3.86%) High Availability
Programming Languages
1 173 (74.25%) SQL
2 101 (43.35%) T-SQL
3 44 (18.88%) C#
4 23 (9.87%) PowerShell
5 13 (5.58%) VB.NET
6 11 (4.72%) PL/SQL
7 10 (4.29%) Shell Script
8 9 (3.86%) Java
8 9 (3.86%) VBA
9 7 (3.00%) Data Analysis Expressions (DAX)
10 6 (2.58%) Python
11 5 (2.15%) C++
12 3 (1.29%) C
12 3 (1.29%) Scala
13 1 (0.43%) Bash Shell
13 1 (0.43%) Perl
13 1 (0.43%) VB
13 1 (0.43%) VBScript
Qualifications
1 9 (3.86%) Microsoft Certification
2 4 (1.72%) Degree
2 4 (1.72%) MCSA
2 4 (1.72%) MCSE
3 2 (0.86%) MCITP
3 2 (0.86%) MCTS
4 1 (0.43%) ISEB
4 1 (0.43%) PhD
Quality Assurance & Compliance
1 26 (11.16%) Data Quality
2 5 (2.15%) SLA
3 4 (1.72%) QA
4 2 (0.86%) PCI DSS
System Software
1 4 (1.72%) HDFS
1 4 (1.72%) Tivoli Workload Scheduler
2 3 (1.29%) Apache Flume
Systems Management
1 5 (2.15%) Tivoli
2 1 (0.43%) Data Guard
2 1 (0.43%) Oracle RMAN
Vendors
1 110 (47.21%) Microsoft
2 30 (12.88%) Oracle
3 19 (8.15%) Tableau
4 17 (7.30%) SAP
5 10 (4.29%) IBM
6 6 (2.58%) EPiServer
6 6 (2.58%) Remedy
6 6 (2.58%) Splunk
7 5 (2.15%) OpenText
7 5 (2.15%) Talend
8 4 (1.72%) Cloudera
8 4 (1.72%) Informatica
8 4 (1.72%) MicroStrategy
8 4 (1.72%) Sun
9 3 (1.29%) Hortonworks
9 3 (1.29%) MapR
9 3 (1.29%) Netezza
9 3 (1.29%) Teradata
10 2 (0.86%) Sybase
10 2 (0.86%) TIBCO
Bradford, West Yorkshire
CoreCom Consulting
Salary: £35000 - £45000 per annum + Benefits
Posted: 14 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £45,000 per annum
Posted: 19 hours ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 20 hours ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000.00 - £50000.00 per annum + Benefits
Posted: 4 days ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £40000.00 - £50000.00 per annum + Benefits
Posted: 4 days ago
Bradford, West Yorkshire
X4 Group
Salary: Market related
Posted: 4 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent salary + car allowance + bonus + benefits!
Posted: 5 days ago
Bradford, West Yorkshire
Senitor Associates
Salary: £30000 - £40000 per annum + Excellent benefits
Posted: 4 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £48,000 per annum + Bonus +Bens + Flexible Working
Posted: 12 hours ago
Leeds, West Yorkshire
Rullion IT Plus
Salary: £40000 - £48000 per annum + Bens
Posted: 6 days ago
Bingley, West Yorkshire
Computershare Investor Services
Salary: Employee Share Plan
Posted: 4 days ago
Bingley, West Yorkshire
The Bridge Ltd
Salary: Annual Bonus, 33 days Holiday, Cont Pension, Life Assurance
Posted: 4 days ago
Leeds
360 Resourcing
Salary: Circa £38,000 per year
Posted: 14 days ago
Leeds
StepChange
Salary: Circa £38,000 per annum
Posted: 23 days ago
Pudsey, West Yorkshire
Lloyds Banking Group
Salary: £33000 - £39300 per annum + Benefits
Posted: 13 days ago