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 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 73 102 105
Rank change year-on-year
+29 +3
Permanent jobs citing ETL 143 119 127
As % of all permanent IT jobs located in West Yorkshire 3.38% 2.53% 2.53%
As % of the Processes & Methodologies category 3.75% 2.86% 2.88%
Number of salaries quoted 114 87 111
Median salary £40,000 £38,000 £40,000
Median salary % change year-on-year
+5.26% -5.00%
90% offered a salary of more than £33,100 £32,500 £25,000
10% offered a salary of more than £54,000 £52,500 £52,500
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
3810 4164 4410
As % of all permanent IT jobs located in West Yorkshire 90.16% 88.56% 87.69%
Number of salaries quoted 3102 3213 3560
Median salary £42,500 £41,000 £40,000
Median salary % change year-on-year
+3.65% +2.50%
90% offered a salary of more than £30,000 £30,000 £29,000
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 5 May 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 5 May 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 +42 124 £40,000 +6.66% 5
Huddersfield +3 4 £35,000 -
Bradford -19 3 £47,500 +11.76%
Otley - 3 £40,000 -
ETL
Yorkshire

ETL
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 5 May 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.

1 230 (66.28%) SQL
2 228 (65.71%) SQL Server
3 179 (51.59%) Data Warehouse
3 179 (51.59%) SQL Server Integration Services
4 178 (51.30%) Business Intelligence
5 122 (35.16%) SQL Server 2012
6 121 (34.87%) Microsoft
7 120 (34.58%) SQL Server Reporting Services
8 110 (31.70%) Agile Software Development
9 102 (29.39%) T-SQL
10 93 (26.80%) SQL Server Analysis Services
11 87 (25.07%) MS Excel
12 72 (20.75%) Analytical Skills
13 69 (19.88%) Big Data
14 65 (18.73%) SQL Server 2014
15 62 (17.87%) Oracle
16 58 (16.71%) Data Modelling
17 57 (16.43%) Finance
18 54 (15.56%) .NET
18 54 (15.56%) Hadoop
19 52 (14.99%) Migration
20 45 (12.97%) C#
21 44 (12.68%) OLAP
21 44 (12.68%) SQL Server 2008
22 43 (12.39%) BusinessObjects
23 42 (12.10%) Analytics
24 41 (11.82%) Data Quality
25 40 (11.53%) Data Management
26 39 (11.24%) Data Migration
27 38 (10.95%) Data Integration

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 17 (4.90%) SharePoint
2 11 (3.17%) Apache Pig
2 11 (3.17%) Apache Spark
3 9 (2.59%) Node.js
3 9 (2.59%) SAS
4 6 (1.73%) CMS
Applications
1 87 (25.07%) MS Excel
2 11 (3.17%) MS Office
3 4 (1.15%) MS Visio
4 1 (0.29%) MS PowerPoint
Business Applications
1 9 (2.59%) Lorenzo
2 4 (1.15%) Oracle Retail
3 3 (0.86%) Dynamics CRM
Cloud Services
1 33 (9.51%) Microsoft Azure
2 9 (2.59%) GitHub
3 6 (1.73%) PaaS
Database & Business Intelligence
1 228 (65.71%) SQL Server
2 179 (51.59%) Data Warehouse
2 179 (51.59%) SQL Server Integration Services
3 122 (35.16%) SQL Server 2012
4 120 (34.58%) SQL Server Reporting Services
5 93 (26.80%) SQL Server Analysis Services
6 69 (19.88%) Big Data
7 65 (18.73%) SQL Server 2014
8 54 (15.56%) Hadoop
9 44 (12.68%) OLAP
9 44 (12.68%) SQL Server 2008
10 43 (12.39%) BusinessObjects
11 38 (10.95%) SQL Server 2005
12 28 (8.07%) OLAP Cube
13 27 (7.78%) Relational Database
14 23 (6.63%) NoSQL
15 20 (5.76%) Pentaho
16 17 (4.90%) SQL Server 2016
17 16 (4.61%) Power BI
17 16 (4.61%) SSDT
Development Applications
1 19 (5.48%) Talend Open Studio
2 16 (4.61%) Visual Studio
3 12 (3.46%) Oracle APEX
4 11 (3.17%) Octopus Deploy
4 11 (3.17%) Team Foundation Server
5 10 (2.88%) Jenkins
6 9 (2.59%) tSQLt
7 5 (1.44%) ERwin
8 2 (0.58%) JUnit
9 1 (0.29%) Eclipse
9 1 (0.29%) Git (software)
9 1 (0.29%) IntelliJ
9 1 (0.29%) Maven
9 1 (0.29%) SQL Server Management Studio (SSMS)
9 1 (0.29%) TeamCity
General
1 57 (16.43%) Finance
2 25 (7.20%) Marketing
3 15 (4.32%) Retail
4 5 (1.44%) Advertising
4 5 (1.44%) Automotive
5 3 (0.86%) Banking
5 3 (0.86%) Legal
6 2 (0.58%) Back Office
7 1 (0.29%) Billing
7 1 (0.29%) Games
7 1 (0.29%) Telecoms
Job Titles
1 174 (50.14%) Developer
2 92 (26.51%) SQL Developer
3 69 (19.88%) SQL Server Developer
4 66 (19.02%) Business Intelligence Developer
5 51 (14.70%) Analyst
6 47 (13.54%) ETL Developer
7 45 (12.97%) SSIS Developer
8 42 (12.10%) SQL BI Developer
9 38 (10.95%) Architect
10 35 (10.09%) DBA
11 34 (9.80%) SQL Server BI Developer
12 31 (8.93%) SQL DBA
13 29 (8.36%) Data Architect
13 29 (8.36%) SSAS Developer
14 28 (8.07%) Business Developer
15 21 (6.05%) Data Analyst
16 20 (5.76%) Data Warehouse Architect
16 20 (5.76%) Database Developer
16 20 (5.76%) ETL Architect
17 18 (5.19%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 54 (15.56%) .NET
2 19 (5.48%) XML
3 18 (5.19%) Web Services
4 13 (3.75%) ASP.NET Web API
4 13 (3.75%) Kafka
4 13 (3.75%) Middleware
4 13 (3.75%) WCF
5 10 (2.88%) CakePHP
6 9 (2.59%) Spring XD
6 9 (2.59%) Velocity
7 4 (1.15%) EDI
7 4 (1.15%) ODBC
7 4 (1.15%) Oracle Fusion
8 3 (0.86%) ASP.NET
8 3 (0.86%) JSON
8 3 (0.86%) RESTful
8 3 (0.86%) SOAP
9 1 (0.29%) MDX
9 1 (0.29%) XSD
9 1 (0.29%) XSLT
Miscellaneous
1 72 (20.75%) Analytical Skills
2 38 (10.95%) Data Integration
3 18 (5.19%) Management Information System
4 17 (4.90%) Visualisation
5 16 (4.61%) Computer Science
6 14 (4.03%) Replication
7 9 (2.59%) Data Extraction
7 9 (2.59%) Mathematics
7 9 (2.59%) NHS
8 7 (2.02%) Data Structures
8 7 (2.02%) Enterprise Software
9 5 (1.44%) Data Protection Act
9 5 (1.44%) New Media
10 3 (0.86%) iPad
11 2 (0.58%) Algorithms
11 2 (0.58%) Credit Risk
12 1 (0.29%) Clustering
12 1 (0.29%) Cybercrime
12 1 (0.29%) Fat Client
12 1 (0.29%) Thin Client
Operating Systems
1 36 (10.37%) Linux
2 35 (10.09%) Unix
3 21 (6.05%) Windows
4 8 (2.31%) Windows Server
5 4 (1.15%) AIX
5 4 (1.15%) Windows Server 2003
5 4 (1.15%) Windows Server 2012
6 1 (0.29%) Red Hat Enterprise Linux
Processes & Methodologies
1 178 (51.30%) Business Intelligence
2 110 (31.70%) Agile Software Development
3 58 (16.71%) Data Modelling
4 52 (14.99%) Migration
5 42 (12.10%) Analytics
6 40 (11.53%) Data Management
7 39 (11.24%) Data Migration
8 37 (10.66%) Kimball Methodology
9 33 (9.51%) E-Commerce
10 31 (8.93%) High Availability
11 30 (8.65%) DevOps
11 30 (8.65%) SDLC
12 29 (8.36%) CRM
12 29 (8.36%) Inmon Methodology
13 27 (7.78%) ETL Development
14 23 (6.63%) Automated Testing
15 22 (6.34%) Data Architecture
16 21 (6.05%) Software Engineering
17 20 (5.76%) SOA
18 19 (5.48%) Complex ETL
Programming Languages
1 230 (66.28%) SQL
2 102 (29.39%) T-SQL
3 45 (12.97%) C#
4 36 (10.37%) PowerShell
5 25 (7.20%) Shell Script
6 20 (5.76%) PL/SQL
7 14 (4.03%) Java
8 13 (3.75%) VBA
9 12 (3.46%) VB
9 12 (3.46%) VBScript
10 11 (3.17%) Python
11 10 (2.88%) JavaScript
12 9 (2.59%) PHP
13 5 (1.44%) Bash Shell
13 5 (1.44%) VB.NET
14 4 (1.15%) ANSI SQL
15 3 (0.86%) C++
16 2 (0.58%) C
16 2 (0.58%) Scala
17 1 (0.29%) R
Qualifications
1 20 (5.76%) Degree
2 9 (2.59%) BPSS Clearance
2 9 (2.59%) PhD
2 9 (2.59%) SC Cleared
2 9 (2.59%) Security Cleared
3 6 (1.73%) Microsoft Certification
4 2 (0.58%) ISEB
4 2 (0.58%) SAS Certification
Quality Assurance & Compliance
1 41 (11.82%) Data Quality
2 11 (3.17%) SLA
3 5 (1.44%) QA
System Software
1 11 (3.17%) HDFS
2 10 (2.88%) Apache Flume
3 3 (0.86%) Tivoli Workload Scheduler
Systems Management
1 9 (2.59%) Puppet
2 3 (0.86%) Tivoli
3 1 (0.29%) Data Guard
3 1 (0.29%) Oracle RMAN
Vendors
1 121 (34.87%) Microsoft
2 62 (17.87%) Oracle
3 34 (9.80%) Tableau
4 23 (6.63%) Splunk
5 21 (6.05%) Cloudera
6 19 (5.48%) Hortonworks
6 19 (5.48%) Netezza
6 19 (5.48%) Talend
7 15 (4.32%) Informatica
8 12 (3.46%) SAP
9 11 (3.17%) IBM
9 11 (3.17%) Teradata
10 10 (2.88%) MapR
11 9 (2.59%) Ab Initio
11 9 (2.59%) Greenplum
11 9 (2.59%) MuleSoft
12 8 (2.31%) Cognos
13 6 (1.73%) EPiServer
14 5 (1.44%) Remedy
14 5 (1.44%) Sagent
Leeds, West Yorkshire
Inter-vention UK
Salary: Up to £50,000 per annum £50000 + Bonus + Benefits
Posted: Yesterday
Leeds
William Hill
Salary: Competitive + benefits + holidays
Posted: 10 days ago