The table below looks at the statistics for ETL skills in IT jobs advertised for the Leeds region. Included is a guide to the average salaries offered in IT jobs that have cited ETL over the 3 months to 8 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
8 Feb 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 51 114 80
Rank change year-on-year
+63 -34
Permanent jobs citing ETL 170 74 108
As % of all permanent IT jobs located in Leeds 5.07% 2.11% 3.31%
As % of the Processes & Methodologies category 5.73% 2.34% 3.85%
Number of salaries quoted 115 65 80
Average salary £42,500 £40,000 £45,000
Average salary % change year-on-year
+6.25% -11.11%
90% offered a salary of more than £32,500 £31,500 £32,500
10% offered a salary of more than £75,000 £60,000 £80,000
UK excluding London average salary £45,000 £44,500 £45,000
% change year-on-year
+1.12% -1.11%
ETL
West 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 Leeds region.

Processes & Methodologies Category
Leeds
Permanent IT job ads with a match in the
Processes & Methodologies category
2965 3165 2805
As % of all permanent IT jobs located in Leeds 88.35% 90.43% 85.96%
Number of salaries quoted 2454 2531 2145
Average salary £44,000 £42,500 £41,500
Average salary % change year-on-year
+3.52% +2.40%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £60,000 £62,500 £57,500
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

ETL
Jobs Demand Trend in Leeds

This chart provides a 3-month moving total of permanent IT jobs citing ETL across the Leeds region as a proportion of the total demand within the Processes & Methodologies category.

ETL Jobs Demand Trend in Leeds

ETL
Salary Trend in Leeds

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

ETL Salary Trend in Leeds

ETL
Salary Histogram in Leeds

This chart provides a salary histogram for IT jobs citing ETL across the Leeds region over the 3 months to 8 February 2016.

ETL Salary Histogram in Leeds

ETL
Top 30 Related IT Skills in Leeds

For the 6 months to 8 February 2016, IT jobs across the Leeds region citing ETL also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL.

1 161 (63.89%) SQL
2 159 (63.10%) SQL Server
3 117 (46.43%) Data Warehouse
4 114 (45.24%) Business Intelligence
5 104 (41.27%) Agile Software Development
6 88 (34.92%) SQL Server Integration Services
7 83 (32.94%) Microsoft
8 74 (29.37%) Analytical Skills
9 72 (28.57%) SQL Server 2012
10 70 (27.78%) SQL Server Reporting Services
11 68 (26.98%) SQL Server Analysis Services
12 57 (22.62%) T-SQL
13 55 (21.83%) .NET
14 53 (21.03%) MS Excel
14 53 (21.03%) Migration
15 51 (20.24%) Big Data
16 50 (19.84%) Finance
17 46 (18.25%) Oracle
18 43 (17.06%) C#
18 43 (17.06%) SQL Server 2014
19 39 (15.48%) Hadoop
20 37 (14.68%) Data Modelling
21 36 (14.29%) Data Management
21 36 (14.29%) Data Migration
21 36 (14.29%) Tableau
22 35 (13.89%) Linux
23 32 (12.70%) Unix
24 31 (12.30%) OLAP
25 30 (11.90%) Analytics
26 29 (11.51%) Data Integration

ETL
Top Related IT Skills in Leeds by Category

For the 6 months to 8 February 2016, IT jobs across the Leeds region citing ETL also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL. Up to 20 skills are shown per category.

Application Platforms
1 10 (3.97%) Node.js
2 9 (3.57%) Apache Pig
2 9 (3.57%) SAS
3 7 (2.78%) Apache
3 7 (2.78%) GlassFish
3 7 (2.78%) WebSphere
4 6 (2.38%) Apache Spark
4 6 (2.38%) SharePoint
5 1 (0.40%) Confluence
5 1 (0.40%) Tomcat
Applications
1 53 (21.03%) MS Excel
2 6 (2.38%) MS Office
3 2 (0.79%) MS Visio
Business Applications
1 10 (3.97%) Dynamics AX
1 10 (3.97%) Dynamics CRM
2 5 (1.98%) Oracle Retail
3 1 (0.40%) SAP ERP
Cloud Services
1 13 (5.16%) Microsoft Azure
2 10 (3.97%) GitHub
3 1 (0.40%) PaaS
Database & Business Intelligence
1 159 (63.10%) SQL Server
2 117 (46.43%) Data Warehouse
3 88 (34.92%) SQL Server Integration Services
4 72 (28.57%) SQL Server 2012
5 70 (27.78%) SQL Server Reporting Services
6 68 (26.98%) SQL Server Analysis Services
7 51 (20.24%) Big Data
8 43 (17.06%) SQL Server 2014
9 39 (15.48%) Hadoop
10 31 (12.30%) OLAP
11 26 (10.32%) BusinessObjects
11 26 (10.32%) Relational Database
12 25 (9.92%) OLAP Cube
13 23 (9.13%) SQL Server 2008
14 17 (6.75%) Pentaho
15 15 (5.95%) MongoDB
15 15 (5.95%) QlikView
16 14 (5.56%) SQL Server 2005
17 12 (4.76%) NoSQL
17 12 (4.76%) Oracle ODI
Development Applications
1 21 (8.33%) Visual Studio
2 16 (6.35%) Talend Open Studio
3 11 (4.37%) Jenkins
4 8 (3.17%) JUnit
4 8 (3.17%) tSQLt
5 6 (2.38%) Oracle APEX
5 6 (2.38%) Team Foundation Server
6 5 (1.98%) Eclipse
6 5 (1.98%) Octopus Deploy
7 4 (1.59%) Git (software)
8 2 (0.79%) JIRA
9 1 (0.40%) Ant
9 1 (0.40%) ERwin
9 1 (0.40%) HP UFT
9 1 (0.40%) IntelliJ
9 1 (0.40%) JMeter
9 1 (0.40%) LoadRunner
9 1 (0.40%) Maven
9 1 (0.40%) Selenium
9 1 (0.40%) Subversion
General
1 50 (19.84%) Finance
2 17 (6.75%) Retail
3 13 (5.16%) Marketing
4 10 (3.97%) Automotive
5 6 (2.38%) Advertising
6 4 (1.59%) Back Office
6 4 (1.59%) Banking
7 2 (0.79%) Games
7 2 (0.79%) Retail Banking
7 2 (0.79%) Telecoms
Job Titles
1 117 (46.43%) Developer
2 59 (23.41%) SQL Developer
3 48 (19.05%) Business Intelligence Developer
4 45 (17.86%) SQL Server Developer
5 34 (13.49%) SQL BI Developer
6 31 (12.30%) Analyst
6 31 (12.30%) Architect
7 29 (11.51%) Business Developer
8 27 (10.71%) ETL Developer
8 27 (10.71%) SQL Server BI Developer
9 24 (9.52%) Consultant
10 23 (9.13%) Data Architect
11 19 (7.54%) Senior Developer
12 17 (6.75%) Data Warehouse Architect
12 17 (6.75%) OLAP Developer
13 14 (5.56%) ETL Architect
14 13 (5.16%) Data Analyst
15 12 (4.76%) Business Analyst
15 12 (4.76%) DBA
15 12 (4.76%) Technical Consultant
Libraries, Frameworks & Software Standards
1 55 (21.83%) .NET
2 26 (10.32%) Web Services
3 25 (9.92%) XML
4 15 (5.95%) Middleware
5 13 (5.16%) ASP.NET
6 10 (3.97%) ASP.NET Web API
6 10 (3.97%) Managed Extensibility Framework
6 10 (3.97%) Spring XD
6 10 (3.97%) WCF
6 10 (3.97%) WPF
7 8 (3.17%) Hibernate
7 8 (3.17%) Spring
8 7 (2.78%) Grails
8 7 (2.78%) J2EE
8 7 (2.78%) JAXB
8 7 (2.78%) Kafka
9 6 (2.38%) CakePHP
10 5 (1.98%) Oracle Fusion
11 4 (1.59%) MDX
11 4 (1.59%) Velocity
Miscellaneous
1 74 (29.37%) Analytical Skills
2 29 (11.51%) Data Integration
3 24 (9.52%) Computer Science
4 20 (7.94%) Management Information System
5 18 (7.14%) Visualisation
6 15 (5.95%) Data Extraction
6 15 (5.95%) NHS
7 10 (3.97%) Client/Server
7 10 (3.97%) Mathematics
8 8 (3.17%) Enterprise Software
9 5 (1.98%) Data Protection Act
10 4 (1.59%) Fat Client
10 4 (1.59%) Thin Client
11 2 (0.79%) Credit Risk
11 2 (0.79%) Mainframe
12 1 (0.40%) Cybercrime
12 1 (0.40%) Replication
Operating Systems
1 35 (13.89%) Linux
2 32 (12.70%) Unix
3 17 (6.75%) Windows
Processes & Methodologies
1 114 (45.24%) Business Intelligence
2 104 (41.27%) Agile Software Development
3 53 (21.03%) Migration
4 37 (14.68%) Data Modelling
5 36 (14.29%) Data Management
5 36 (14.29%) Data Migration
6 30 (11.90%) Analytics
7 28 (11.11%) Software Engineering
8 27 (10.71%) CRM
8 27 (10.71%) DevOps
9 25 (9.92%) E-Commerce
9 25 (9.92%) Kimball Methodology
10 23 (9.13%) Continuous Integration
10 23 (9.13%) High Availability
11 22 (8.73%) ETL Development
12 21 (8.33%) TDD
13 20 (7.94%) Inmon Methodology
14 18 (7.14%) Automated Testing
14 18 (7.14%) Data Analytics
15 16 (6.35%) Data Architecture
Programming Languages
1 161 (63.89%) SQL
2 57 (22.62%) T-SQL
3 43 (17.06%) C#
4 25 (9.92%) Java
5 20 (7.94%) Python
6 18 (7.14%) PowerShell
6 18 (7.14%) Shell Script
7 16 (6.35%) PL/SQL
8 15 (5.95%) JavaScript
9 12 (4.76%) VB.NET
10 10 (3.97%) X++
11 7 (2.78%) Bash Shell
11 7 (2.78%) Scala
12 6 (2.38%) Groovy
12 6 (2.38%) Perl
12 6 (2.38%) VB
12 6 (2.38%) VBScript
13 5 (1.98%) PHP
13 5 (1.98%) VBA
14 4 (1.59%) Ruby
Qualifications
1 28 (11.11%) Degree
2 15 (5.95%) BPSS Clearance
2 15 (5.95%) SC Cleared
2 15 (5.95%) Security Cleared
3 10 (3.97%) PhD
4 2 (0.79%) SAS Certification
5 1 (0.40%) ISEB
5 1 (0.40%) ISTQB
5 1 (0.40%) Microsoft Certification
Quality Assurance & Compliance
1 28 (11.11%) Data Quality
2 12 (4.76%) QA
3 3 (1.19%) SLA
System Software
1 6 (2.38%) Apache Flume
1 6 (2.38%) HDFS
2 3 (1.19%) Oracle RAC
Systems Management
1 10 (3.97%) Puppet
2 3 (1.19%) Data Guard
2 3 (1.19%) Oracle Enterprise Manager
2 3 (1.19%) Oracle RMAN
Vendors
1 83 (32.94%) Microsoft
2 46 (18.25%) Oracle
3 36 (14.29%) Tableau
4 23 (9.13%) Splunk
5 19 (7.54%) Netezza
6 18 (7.14%) Cloudera
7 16 (6.35%) Hortonworks
7 16 (6.35%) Talend
8 11 (4.37%) Cognos
9 10 (3.97%) Greenplum
9 10 (3.97%) MuleSoft
10 8 (3.17%) Informatica
11 7 (2.78%) Ab Initio
11 7 (2.78%) IBM
11 7 (2.78%) Teradata
12 6 (2.38%) MapR
13 5 (1.98%) Remedy
13 5 (1.98%) SAP
14 4 (1.59%) Sagent
15 2 (0.79%) Capita
Leeds, West Yorkshire
Vertical IT
Salary: £30000 - £45000 per annum + Benefits
Posted: 45 minutes ago
Leeds, West Yorkshire
McGregor Boyall
Salary: £40000.00 - £50000.00 per annum
Posted: 1 hour ago
Leeds, West Yorkshire
Spring Technology
Salary: £45000 - £50000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + Bonus + benefits
Posted: 3 days ago
Leeds, West Yorkshire
Spring Technology
Salary: £45000.00 - £50000.00 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + Benefits
Posted: 3 days ago
Leeds, West Yorkshire
Vertical IT
Salary: £45000 - £60000 per annum + Bonus & Bens
Posted: 4 days ago
Leeds, West Yorkshire
Vertical IT
Salary: £40000 - £55000 per annum + excellent benefits
Posted: 4 days ago
Leeds, West Yorkshire
Vertical IT
Salary: £75000 - £85000 per annum + excellent benefits
Posted: 4 days ago
Leeds
aap3
Salary: £35000.00 - £40000.00 per annum + benefits
Posted: 4 days ago
Leeds, Yorkshire
iSource IT - Noddle
Salary: Bonus (Dependent on performance)
Posted: 5 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent Salary + Benefits!
Posted: 5 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent Salary + Benefits
Posted: 5 days ago
Leeds, West Yorkshire
ReThink Recruitment
Salary: £30000.00 - £35000.00 per annum
Posted: 6 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Posted: 6 days ago
Leeds, West Yorkshire
Go IT Recruitment Ltd
Salary: From £40,000 to £50,000 per annum + benefits
Posted: 6 days ago
Leeds, West Yorkshire
Candour Solutions
Salary: Excellent plus benefits
Posted: 6 days ago
Leeds
Nigel Frank International Ltd
Salary: £35000 - £42000 per annum + Pension, Negotiable
Posted: 14 days ago
Leeds
Computer Futures
Salary: competitive
Posted: 17 days ago
Leeds
Churchill Frank International
Salary: £40000 - £50000 per annum + Bonus + Benefits
Posted: 18 days ago
Leeds
Sky Betting & Gaming
Posted: 18 days ago
Leeds
Hays Specialist Recruitment
Salary: £40000.00 - £45000.00 per annum
Posted: 18 days ago
Leeds
Nigel Frank International Ltd
Salary: £25000 - £35000 per annum + Pension, Negotiable
Posted: 19 days ago
Leeds
Churchill Frank International
Salary: £35000 - £40000 per annum + Bonus + Pension + Benefits
Posted: 21 days ago