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 25 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 79 93 90
Rank change year-on-year
+14 -3
Permanent jobs citing ETL 125 133 150
As % of all permanent IT jobs located in West Yorkshire 3.28% 2.80% 2.92%
As % of the Processes & Methodologies category 3.62% 3.08% 3.40%
Number of salaries quoted 91 93 117
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £35,600 £31,600 £32,500
10% offered a salary of more than £50,000 £75,000 £58,500
UK excluding London median salary £45,000 £45,000 £45,000
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
3456 4314 4408
As % of all permanent IT jobs located in West Yorkshire 90.73% 90.84% 85.91%
Number of salaries quoted 2881 3419 3396
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £31,500 £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 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 25 September 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 25 September 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 +34 98 £45,000 -14.28% 8
Bradford -4 26 £40,000 -15.78% 1
Halifax -20 3 £70,000 +64.70% 1
Huddersfield +21 1 £35,000 -6.66%
ETL
Yorkshire

ETL
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 25 September 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.

1 169 (77.17%) SQL
2 164 (74.89%) SQL Server
3 141 (64.38%) Business Intelligence
4 140 (63.93%) SQL Server Integration Services
5 114 (52.05%) Microsoft
6 108 (49.32%) SQL Server Reporting Services
7 104 (47.49%) SQL Server Analysis Services
7 104 (47.49%) Data Warehouse
8 99 (45.21%) T-SQL
9 82 (37.44%) Agile Software Development
10 74 (33.79%) SQL Server 2012
11 59 (26.94%) MS Excel
12 48 (21.92%) SQL Server 2008
13 43 (19.63%) C#
14 42 (19.18%) SQL Server 2014
15 40 (18.26%) Big Data
16 39 (17.81%) Kimball Methodology
16 39 (17.81%) Hadoop
17 38 (17.35%) Data Modelling
18 37 (16.89%) Microsoft Azure
19 34 (15.53%) Visual Studio
19 34 (15.53%) SQL Server 2016
20 32 (14.61%) Power BI
20 32 (14.61%) NoSQL
21 31 (14.16%) SSDT
22 30 (13.70%) Team Foundation Server
23 29 (13.24%) Finance
23 29 (13.24%) Analytics
24 26 (11.87%) Data Integration
25 25 (11.42%) Oracle

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 13 (5.94%) SAS
2 5 (2.28%) Apache Spark
3 3 (1.37%) CMS
4 2 (0.91%) Elasticsearch
5 1 (0.46%) BizTalk Server
5 1 (0.46%) Confluence
5 1 (0.46%) SharePoint
5 1 (0.46%) WebSphere
5 1 (0.46%) WebSphere Application Server
5 1 (0.46%) WebSphere Process Server
Applications
1 59 (26.94%) MS Excel
2 8 (3.65%) MS Office
3 6 (2.74%) SPSS
4 1 (0.46%) MS PowerPoint
4 1 (0.46%) MS Project
Cloud Services
1 37 (16.89%) Microsoft Azure
2 4 (1.83%) PaaS
Communications & Networking
1 2 (0.91%) FTP
Database & Business Intelligence
1 164 (74.89%) SQL Server
2 140 (63.93%) SQL Server Integration Services
3 108 (49.32%) SQL Server Reporting Services
4 104 (47.49%) Data Warehouse
4 104 (47.49%) SQL Server Analysis Services
5 74 (33.79%) SQL Server 2012
6 48 (21.92%) SQL Server 2008
7 42 (19.18%) SQL Server 2014
8 40 (18.26%) Big Data
9 39 (17.81%) Hadoop
10 34 (15.53%) SQL Server 2016
11 32 (14.61%) NoSQL
11 32 (14.61%) Power BI
12 31 (14.16%) SSDT
13 23 (10.50%) OLAP
14 20 (9.13%) Relational Database
15 19 (8.68%) BusinessObjects
15 19 (8.68%) PowerPivot
15 19 (8.68%) SQL Server 2005
16 16 (7.31%) Oracle Database
Development Applications
1 34 (15.53%) Visual Studio
2 30 (13.70%) Team Foundation Server
3 7 (3.20%) JIRA
3 7 (3.20%) Octopus Deploy
4 6 (2.74%) Git (software)
5 2 (0.91%) JUnit
5 2 (0.91%) Talend Open Studio
5 2 (0.91%) Visual Studio Team System
6 1 (0.46%) IntelliJ
6 1 (0.46%) Jenkins
6 1 (0.46%) Maven
6 1 (0.46%) MSTest
6 1 (0.46%) NUnit
6 1 (0.46%) SQL Server Management Studio (SSMS)
6 1 (0.46%) TeamCity
6 1 (0.46%) tSQLt
General
1 29 (13.24%) Finance
2 14 (6.39%) Retail
3 6 (2.74%) Banking
4 3 (1.37%) Advertising
4 3 (1.37%) Marketing
5 1 (0.46%) Legal
Job Titles
1 147 (67.12%) Developer
2 72 (32.88%) SQL Developer
3 70 (31.96%) Business Intelligence Developer
4 45 (20.55%) SQL Server Developer
5 41 (18.72%) ETL Developer
6 29 (13.24%) SQL BI Developer
7 28 (12.79%) SSIS Developer
8 24 (10.96%) Database Developer
9 19 (8.68%) Business Developer
9 19 (8.68%) DBA
10 18 (8.22%) Lead Developer
10 18 (8.22%) SQL Database Developer
11 17 (7.76%) Administrator
11 17 (7.76%) Data Warehouse Developer
11 17 (7.76%) Senior Developer
12 16 (7.31%) SSAS Developer
13 15 (6.85%) Business Intelligence Lead
13 15 (6.85%) SQL Server BI Developer
14 14 (6.39%) Agile Developer
14 14 (6.39%) Consultant
Libraries, Frameworks & Software Standards
1 24 (10.96%) .NET
2 22 (10.05%) Web Services
2 22 (10.05%) XML
3 15 (6.85%) JSON
4 10 (4.57%) MDX
5 7 (3.20%) WCF
6 6 (2.74%) ASP.NET
6 6 (2.74%) ASP.NET Web API
7 2 (0.91%) Kafka
7 2 (0.91%) WPF
8 1 (0.46%) .NET Framework
8 1 (0.46%) LINQ
8 1 (0.46%) WF
Miscellaneous
1 26 (11.87%) Data Integration
2 21 (9.59%) Analytical Skills
3 15 (6.85%) Visualisation
4 10 (4.57%) Replication
5 9 (4.11%) Statistics
6 7 (3.20%) Data Protection Act
7 6 (2.74%) Credit Risk
8 3 (1.37%) Computer Science
8 3 (1.37%) Management Information System
8 3 (1.37%) Mathematics
8 3 (1.37%) New Media
9 2 (0.91%) Applied Mathematics
9 2 (0.91%) iPad
10 1 (0.46%) Cryptography
10 1 (0.46%) Data Extraction
10 1 (0.46%) Enterprise Software
10 1 (0.46%) NHS
10 1 (0.46%) N-Tier
10 1 (0.46%) Physics
10 1 (0.46%) Reference Data
Operating Systems
1 8 (3.65%) Unix
2 7 (3.20%) Linux
3 1 (0.46%) AIX
3 1 (0.46%) Red Hat Enterprise Linux
Processes & Methodologies
1 141 (64.38%) Business Intelligence
2 82 (37.44%) Agile Software Development
3 39 (17.81%) Kimball Methodology
4 38 (17.35%) Data Modelling
5 29 (13.24%) Analytics
6 23 (10.50%) Inmon Methodology
7 21 (9.59%) E-Commerce
8 20 (9.13%) DevOps
9 19 (8.68%) Data Management
10 17 (7.76%) Migration
11 16 (7.31%) ETL Development
12 14 (6.39%) Unit Testing
13 13 (5.94%) Scrum
14 12 (5.48%) Performance Tuning
14 12 (5.48%) Waterfall
15 11 (5.02%) Continuous Improvement
16 10 (4.57%) Continuous Integration
16 10 (4.57%) Data Visualisation
17 9 (4.11%) Data Protection
17 9 (4.11%) Logical Data Model
Programming Languages
1 169 (77.17%) SQL
2 99 (45.21%) T-SQL
3 43 (19.63%) C#
4 24 (10.96%) PowerShell
5 10 (4.57%) Data Analysis Expressions (DAX)
5 10 (4.57%) VB.NET
6 9 (4.11%) PL/SQL
7 8 (3.65%) Java
7 8 (3.65%) Python
7 8 (3.65%) Shell Script
7 8 (3.65%) VBA
8 3 (1.37%) C++
9 2 (0.91%) C
9 2 (0.91%) Scala
10 1 (0.46%) Bash Shell
10 1 (0.46%) Perl
Qualifications
1 9 (4.11%) Microsoft Certification
2 8 (3.65%) Degree
3 4 (1.83%) MCSA
3 4 (1.83%) MCSE
4 2 (0.91%) MCITP
4 2 (0.91%) MCTS
5 1 (0.46%) ISEB
5 1 (0.46%) PhD
Quality Assurance & Compliance
1 22 (10.05%) Data Quality
2 4 (1.83%) QA
3 2 (0.91%) PCI DSS
3 2 (0.91%) SLA
System Software
1 4 (1.83%) Tivoli Workload Scheduler
2 1 (0.46%) HDFS
Systems Management
1 5 (2.28%) Tivoli
2 1 (0.46%) Data Guard
2 1 (0.46%) Oracle RMAN
Vendors
1 114 (52.05%) Microsoft
2 25 (11.42%) Oracle
3 20 (9.13%) Tableau
4 16 (7.31%) SAP
5 10 (4.57%) IBM
6 8 (3.65%) Splunk
7 6 (2.74%) Remedy
8 4 (1.83%) MicroStrategy
8 4 (1.83%) Sun
9 3 (1.37%) EPiServer
9 3 (1.37%) OpenText
10 2 (0.91%) Sybase
10 2 (0.91%) Talend
10 2 (0.91%) TIBCO
11 1 (0.46%) Cloudera
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £45000.00 - £50000.00 per annum + Benefits
Posted: 2 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £45000 - £50000 per annum + Benefits
Posted: 2 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £25000 - £32000 per annum + Benefits
Posted: 2 days ago
Halifax, West Yorkshire
4it Recruitment Ltd
Salary: From £65,000 to £75,000 per annum plus excellent additional benefits
Posted: 4 days ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £50000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £48,000 per annum + excellent benefits
Posted: 5 days ago
Bingley, West Yorkshire
The Bridge Ltd
Salary: Annual Bonus, 33 days Holiday, Cont Pension, Life Assurance
Posted: 5 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000.00 - £50000.00 per annum + Benefits + Free Parking
Posted: 6 days ago
Pudsey, West Yorkshire
Lloyds Banking Group
Salary: £33000 - £39200 per annum + Benefits
Posted: 4 days ago
Leeds
360 Resourcing
Salary: Circa £48,000 per annum
Posted: 12 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £48,000 per annum + Bonus +Bens + Flexible Working
Posted: 5 days ago