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

3 months to
29 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 93 107 118
Rank change year-on-year
+14 +11
Permanent jobs citing ETL 111 108 117
As % of all permanent IT jobs located in West Yorkshire 2.80% 2.35% 2.30%
As % of the Processes & Methodologies category 3.07% 2.66% 2.62%
Number of salaries quoted 90 83 106
Median salary £42,500 £45,000 £41,361
Median salary % change year-on-year
-5.55% +8.79%
90% offered a salary of more than £35,000 £35,300 £32,750
10% offered a salary of more than £51,000 £65,000 £52,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
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
3616 4064 4460
As % of all permanent IT jobs located in West Yorkshire 91.29% 88.46% 87.86%
Number of salaries quoted 2963 3172 3623
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 £30,000
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 29 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 29 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 +36 89 £40,000 -11.11% 3
Bradford -5 13 £47,500 +11.76%
Huddersfield +2 2 £35,000 -22.22%
ETL
Yorkshire

ETL
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 29 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.

1 225 (68.18%) SQL
2 222 (67.27%) SQL Server
3 179 (54.24%) Data Warehouse
4 178 (53.94%) Business Intelligence
5 177 (53.64%) SQL Server Integration Services
6 120 (36.36%) Microsoft
7 119 (36.06%) SQL Server 2012
8 117 (35.45%) SQL Server Reporting Services
9 98 (29.70%) Agile Software Development
10 97 (29.39%) T-SQL
11 88 (26.67%) SQL Server Analysis Services
12 84 (25.45%) MS Excel
13 72 (21.82%) Big Data
14 63 (19.09%) SQL Server 2014
15 61 (18.48%) Oracle
16 59 (17.88%) Analytical Skills
17 58 (17.58%) .NET
18 57 (17.27%) Hadoop
19 52 (15.76%) Data Modelling
20 50 (15.15%) Migration
21 49 (14.85%) Finance
22 48 (14.55%) SQL Server 2008
23 46 (13.94%) C#
24 43 (13.03%) BusinessObjects
25 41 (12.42%) Data Quality
26 40 (12.12%) Kimball Methodology
26 40 (12.12%) SQL Server 2005
27 39 (11.82%) OLAP
27 39 (11.82%) Analytics
28 37 (11.21%) 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 18 (5.45%) SharePoint
2 11 (3.33%) Apache Pig
2 11 (3.33%) Apache Spark
3 7 (2.12%) Node.js
4 6 (1.82%) CMS
5 5 (1.52%) SAS
Applications
1 84 (25.45%) MS Excel
2 11 (3.33%) MS Office
3 4 (1.21%) MS Visio
4 1 (0.30%) MS PowerPoint
Business Applications
1 6 (1.82%) Lorenzo
2 3 (0.91%) Dynamics CRM
3 2 (0.61%) Oracle Retail
Cloud Services
1 33 (10.00%) Microsoft Azure
2 7 (2.12%) GitHub
2 7 (2.12%) PaaS
Communications & Networking
1 1 (0.30%) FTP
Database & Business Intelligence
1 222 (67.27%) SQL Server
2 179 (54.24%) Data Warehouse
3 177 (53.64%) SQL Server Integration Services
4 119 (36.06%) SQL Server 2012
5 117 (35.45%) SQL Server Reporting Services
6 88 (26.67%) SQL Server Analysis Services
7 72 (21.82%) Big Data
8 63 (19.09%) SQL Server 2014
9 57 (17.27%) Hadoop
10 48 (14.55%) SQL Server 2008
11 43 (13.03%) BusinessObjects
12 40 (12.12%) SQL Server 2005
13 39 (11.82%) OLAP
14 29 (8.79%) NoSQL
15 25 (7.58%) OLAP Cube
16 24 (7.27%) Relational Database
17 23 (6.97%) SQL Server 2016
18 20 (6.06%) Pentaho
19 18 (5.45%) SSDT
20 17 (5.15%) Power BI
Development Applications
1 19 (5.76%) Visual Studio
2 17 (5.15%) Talend Open Studio
3 13 (3.94%) Octopus Deploy
4 12 (3.64%) Oracle APEX
5 11 (3.33%) Team Foundation Server
6 9 (2.73%) tSQLt
7 8 (2.42%) Jenkins
8 3 (0.91%) JUnit
9 2 (0.61%) ERwin
10 1 (0.30%) IntelliJ
10 1 (0.30%) Maven
10 1 (0.30%) SQL Server Management Studio (SSMS)
10 1 (0.30%) TeamCity
General
1 49 (14.85%) Finance
2 25 (7.58%) Marketing
3 11 (3.33%) Retail
4 6 (1.82%) Advertising
5 4 (1.21%) Automotive
6 3 (0.91%) Legal
7 2 (0.61%) Back Office
8 1 (0.30%) Banking
8 1 (0.30%) Billing
8 1 (0.30%) Games
8 1 (0.30%) Telecoms
Job Titles
1 169 (51.21%) Developer
2 86 (26.06%) SQL Developer
3 67 (20.30%) Business Intelligence Developer
4 63 (19.09%) SQL Server Developer
5 47 (14.24%) Analyst
5 47 (14.24%) SSIS Developer
6 42 (12.73%) ETL Developer
7 40 (12.12%) SQL BI Developer
8 35 (10.61%) Architect
9 33 (10.00%) DBA
10 31 (9.39%) SQL Server BI Developer
11 29 (8.79%) Business Developer
12 27 (8.18%) SQL DBA
13 26 (7.88%) Data Architect
13 26 (7.88%) SSAS Developer
14 20 (6.06%) Database Developer
14 20 (6.06%) ETL Architect
15 19 (5.76%) Senior Developer
16 18 (5.45%) Data Analyst
16 18 (5.45%) Data Warehouse Architect
Libraries, Frameworks & Software Standards
1 58 (17.58%) .NET
2 22 (6.67%) Web Services
2 22 (6.67%) XML
3 14 (4.24%) Kafka
4 12 (3.64%) ASP.NET Web API
4 12 (3.64%) WCF
5 10 (3.03%) CakePHP
6 9 (2.73%) Middleware
6 9 (2.73%) Velocity
7 8 (2.42%) JSON
8 7 (2.12%) Spring XD
9 5 (1.52%) ASP.NET
10 4 (1.21%) EDI
10 4 (1.21%) ODBC
11 3 (0.91%) RESTful
11 3 (0.91%) SOAP
12 2 (0.61%) Oracle Fusion
Miscellaneous
1 59 (17.88%) Analytical Skills
2 37 (11.21%) Data Integration
3 15 (4.55%) Management Information System
3 15 (4.55%) Replication
3 15 (4.55%) Visualisation
4 13 (3.94%) Computer Science
5 7 (2.12%) Data Structures
5 7 (2.12%) Enterprise Software
5 7 (2.12%) Mathematics
6 6 (1.82%) Data Extraction
6 6 (1.82%) NHS
7 5 (1.52%) New Media
8 4 (1.21%) Data Protection Act
9 3 (0.91%) iPad
10 2 (0.61%) Algorithms
11 1 (0.30%) Clustering
11 1 (0.30%) Credit Risk
11 1 (0.30%) Cybercrime
Operating Systems
1 33 (10.00%) Linux
2 32 (9.70%) Unix
3 17 (5.15%) Windows
4 7 (2.12%) Windows Server
5 4 (1.21%) AIX
5 4 (1.21%) Windows Server 2003
5 4 (1.21%) Windows Server 2012
6 1 (0.30%) Red Hat Enterprise Linux
Processes & Methodologies
1 178 (53.94%) Business Intelligence
2 98 (29.70%) Agile Software Development
3 52 (15.76%) Data Modelling
4 50 (15.15%) Migration
5 40 (12.12%) Kimball Methodology
6 39 (11.82%) Analytics
7 36 (10.91%) Data Migration
8 34 (10.30%) Data Management
8 34 (10.30%) E-Commerce
9 30 (9.09%) CRM
9 30 (9.09%) SDLC
10 29 (8.79%) High Availability
10 29 (8.79%) Inmon Methodology
11 27 (8.18%) DevOps
12 22 (6.67%) Automated Testing
12 22 (6.67%) Data Architecture
13 20 (6.06%) ETL Development
14 19 (5.76%) Complex ETL
14 19 (5.76%) SOA
14 19 (5.76%) Unit Testing
Programming Languages
1 225 (68.18%) SQL
2 97 (29.39%) T-SQL
3 46 (13.94%) C#
4 32 (9.70%) PowerShell
5 23 (6.97%) Shell Script
6 21 (6.36%) PL/SQL
7 14 (4.24%) Java
8 13 (3.94%) VBA
9 12 (3.64%) VB
9 12 (3.64%) VBScript
10 9 (2.73%) PHP
11 8 (2.42%) Python
12 7 (2.12%) JavaScript
12 7 (2.12%) VB.NET
13 4 (1.21%) ANSI SQL
13 4 (1.21%) C++
14 3 (0.91%) Bash Shell
14 3 (0.91%) C
14 3 (0.91%) Scala
15 1 (0.30%) R
Qualifications
1 17 (5.15%) Degree
2 7 (2.12%) PhD
3 6 (1.82%) BPSS Clearance
3 6 (1.82%) Microsoft Certification
3 6 (1.82%) SC Cleared
3 6 (1.82%) Security Cleared
4 2 (0.61%) ISEB
4 2 (0.61%) SAS Certification
Quality Assurance & Compliance
1 41 (12.42%) Data Quality
2 8 (2.42%) SLA
3 5 (1.52%) QA
System Software
1 11 (3.33%) HDFS
2 10 (3.03%) Apache Flume
3 3 (0.91%) Tivoli Workload Scheduler
Systems Management
1 7 (2.12%) Puppet
2 4 (1.21%) Tivoli
3 1 (0.30%) Data Guard
3 1 (0.30%) Oracle RMAN
Vendors
1 120 (36.36%) Microsoft
2 61 (18.48%) Oracle
3 29 (8.79%) Tableau
4 20 (6.06%) Splunk
5 19 (5.76%) Cloudera
6 17 (5.15%) Hortonworks
6 17 (5.15%) Talend
7 16 (4.85%) SAP
8 15 (4.55%) Netezza
9 13 (3.94%) Informatica
10 11 (3.33%) Teradata
11 10 (3.03%) IBM
11 10 (3.03%) MapR
12 7 (2.12%) Ab Initio
12 7 (2.12%) Greenplum
12 7 (2.12%) MuleSoft
13 6 (1.82%) EPiServer
14 5 (1.52%) OpenText
14 5 (1.52%) Sagent
15 4 (1.21%) Cognos
Leeds, West Yorkshire
CoreCom Consulting
Salary: £35000 - £45000 per annum + Benefits
Posted: 2 days ago
Leeds, West Yorkshire
Oscar
Salary: £45000 - £50000 per annum + Benefits
Posted: 4 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 6 days ago