The table below looks at the statistics for ETL skills in IT jobs advertised for the Leeds region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 108 120 115
Rank change year-on-year
+12 -5
Permanent jobs citing ETL 58 66 78
As % of all permanent IT jobs located in Leeds 2.04% 1.97% 2.14%
As % of the Processes & Methodologies category 2.25% 2.19% 2.40%
Number of salaries quoted 47 53 67
Median salary £42,500 £50,000 £44,000
Median salary % change year-on-year
-15.00% +13.63%
90% offered a salary of more than £35,000 £35,500 £34,200
10% offered a salary of more than £55,000 £65,000 £52,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
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
2582 3018 3250
As % of all permanent IT jobs located in Leeds 90.79% 90.20% 89.21%
Number of salaries quoted 2130 2355 2573
Median salary £43,500 £43,000 £41,500
Median salary % change year-on-year
+1.16% +3.61%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £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 Leeds

The demand trend of job ads across the Leeds region citing ETL as a proportion of all IT jobs with a match in 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 29 June 2016.

ETL Salary Histogram in Leeds

ETL
Top 30 Related IT Skills in Leeds

For the 6 months to 29 June 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 Leeds region with a requirement for ETL.

1 160 (72.73%) SQL Server
2 155 (70.45%) SQL
3 128 (58.18%) Business Intelligence
4 127 (57.73%) Data Warehouse
5 125 (56.82%) SQL Server Integration Services
6 96 (43.64%) SQL Server 2012
7 94 (42.73%) SQL Server Reporting Services
8 77 (35.00%) Microsoft
9 75 (34.09%) SQL Server Analysis Services
10 73 (33.18%) T-SQL
11 63 (28.64%) Agile Software Development
12 57 (25.91%) MS Excel
13 48 (21.82%) Big Data
14 47 (21.36%) SQL Server 2014
15 44 (20.00%) SQL Server 2008
16 43 (19.55%) .NET
17 42 (19.09%) Oracle
17 42 (19.09%) Hadoop
18 36 (16.36%) SQL Server 2005
18 36 (16.36%) Data Modelling
19 35 (15.91%) Migration
20 34 (15.45%) Analytical Skills
21 32 (14.55%) Finance
22 31 (14.09%) BusinessObjects
23 28 (12.73%) Data Quality
23 28 (12.73%) OLAP
23 28 (12.73%) C#
24 27 (12.27%) E-Commerce
24 27 (12.27%) Microsoft Azure
25 26 (11.82%) Kimball Methodology

ETL
Top Related IT Skills in Leeds 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 (4.55%) SharePoint
2 7 (3.18%) Apache Pig
2 7 (3.18%) Apache Spark
3 6 (2.73%) CMS
4 3 (1.36%) SAS
Applications
1 57 (25.91%) MS Excel
2 7 (3.18%) MS Office
3 3 (1.36%) MS Visio
Business Applications
1 4 (1.82%) Lorenzo
2 3 (1.36%) Dynamics CRM
Cloud Services
1 27 (12.27%) Microsoft Azure
2 7 (3.18%) PaaS
3 3 (1.36%) GitHub
Database & Business Intelligence
1 160 (72.73%) SQL Server
2 127 (57.73%) Data Warehouse
3 125 (56.82%) SQL Server Integration Services
4 96 (43.64%) SQL Server 2012
5 94 (42.73%) SQL Server Reporting Services
6 75 (34.09%) SQL Server Analysis Services
7 48 (21.82%) Big Data
8 47 (21.36%) SQL Server 2014
9 44 (20.00%) SQL Server 2008
10 42 (19.09%) Hadoop
11 36 (16.36%) SQL Server 2005
12 31 (14.09%) BusinessObjects
13 28 (12.73%) OLAP
14 20 (9.09%) NoSQL
15 18 (8.18%) Power BI
15 18 (8.18%) SQL Server 2016
16 15 (6.82%) OLAP Cube
16 15 (6.82%) SSDT
17 14 (6.36%) Relational Database
18 13 (5.91%) Oracle Database
Development Applications
1 13 (5.91%) Visual Studio
2 10 (4.55%) Octopus Deploy
2 10 (4.55%) Talend Open Studio
3 9 (4.09%) Oracle APEX
4 5 (2.27%) Team Foundation Server
5 4 (1.82%) tSQLt
6 3 (1.36%) Jenkins
7 2 (0.91%) ERwin
7 2 (0.91%) Git (software)
7 2 (0.91%) JIRA
8 1 (0.45%) SQL Server Management Studio (SSMS)
General
1 32 (14.55%) Finance
2 19 (8.64%) Marketing
3 3 (1.36%) Advertising
3 3 (1.36%) Automotive
3 3 (1.36%) Retail
4 1 (0.45%) Back Office
4 1 (0.45%) Billing
4 1 (0.45%) Games
4 1 (0.45%) Telecoms
Job Titles
1 122 (55.45%) Developer
2 68 (30.91%) SQL Developer
3 56 (25.45%) SQL Server Developer
4 51 (23.18%) Business Intelligence Developer
5 30 (13.64%) SQL BI Developer
6 29 (13.18%) SSIS Developer
7 25 (11.36%) DBA
7 25 (11.36%) SQL Server BI Developer
8 23 (10.45%) Analyst
8 23 (10.45%) ETL Developer
9 21 (9.55%) SSAS Developer
10 20 (9.09%) Architect
10 20 (9.09%) SQL DBA
11 17 (7.73%) Data Architect
12 16 (7.27%) Business Developer
13 13 (5.91%) ETL Architect
14 12 (5.45%) Data Warehouse Architect
14 12 (5.45%) SSRS Developer
15 11 (5.00%) Azure Developer
15 11 (5.00%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 43 (19.55%) .NET
2 10 (4.55%) Web Services
2 10 (4.55%) XML
3 8 (3.64%) Velocity
4 7 (3.18%) ASP.NET Web API
4 7 (3.18%) Kafka
4 7 (3.18%) WCF
5 5 (2.27%) ASP.NET
5 5 (2.27%) CakePHP
6 3 (1.36%) Middleware
6 3 (1.36%) Node.js
6 3 (1.36%) ODBC
6 3 (1.36%) Spring XD
7 2 (0.91%) MDX
8 1 (0.45%) JSON
8 1 (0.45%) RESTful
8 1 (0.45%) SOAP
Miscellaneous
1 34 (15.45%) Analytical Skills
2 23 (10.45%) Data Integration
3 14 (6.36%) Replication
4 11 (5.00%) Management Information System
5 9 (4.09%) Visualisation
6 8 (3.64%) Computer Science
7 6 (2.73%) Data Protection Act
7 6 (2.73%) Data Structures
8 5 (2.27%) New Media
8 5 (2.27%) NHS
9 4 (1.82%) Data Extraction
10 3 (1.36%) Enterprise Software
10 3 (1.36%) Mathematics
11 2 (0.91%) Statistics
12 1 (0.45%) Algorithms
12 1 (0.45%) Cybercrime
Operating Systems
1 19 (8.64%) Linux
2 17 (7.73%) Unix
3 7 (3.18%) Windows
4 1 (0.45%) Red Hat Enterprise Linux
Processes & Methodologies
1 128 (58.18%) Business Intelligence
2 63 (28.64%) Agile Software Development
3 36 (16.36%) Data Modelling
4 35 (15.91%) Migration
5 27 (12.27%) E-Commerce
6 26 (11.82%) Kimball Methodology
7 24 (10.91%) Data Migration
8 23 (10.45%) CRM
8 23 (10.45%) SDLC
9 22 (10.00%) Data Management
9 22 (10.00%) Inmon Methodology
10 20 (9.09%) Analytics
11 19 (8.64%) High Availability
12 17 (7.73%) Unit Testing
13 16 (7.27%) ETL Development
14 15 (6.82%) DevOps
15 13 (5.91%) Data Architecture
16 12 (5.45%) Integration Testing
16 12 (5.45%) SOA
16 12 (5.45%) Use Case
Programming Languages
1 155 (70.45%) SQL
2 73 (33.18%) T-SQL
3 28 (12.73%) C#
4 16 (7.27%) PL/SQL
5 12 (5.45%) PowerShell
6 9 (4.09%) Shell Script
6 9 (4.09%) VB
6 9 (4.09%) VB.NET
6 9 (4.09%) VBScript
7 7 (3.18%) VBA
8 5 (2.27%) Java
9 3 (1.36%) JavaScript
9 3 (1.36%) PHP
9 3 (1.36%) Python
10 2 (0.91%) ANSI SQL
11 1 (0.45%) C++
Qualifications
1 10 (4.55%) Degree
2 8 (3.64%) Microsoft Certification
3 4 (1.82%) BPSS Clearance
3 4 (1.82%) SC Cleared
3 4 (1.82%) Security Cleared
4 3 (1.36%) PhD
5 2 (0.91%) ISEB
5 2 (0.91%) MCSA
5 2 (0.91%) MCSE
6 1 (0.45%) SAS Certification
Quality Assurance & Compliance
1 28 (12.73%) Data Quality
2 8 (3.64%) SLA
3 3 (1.36%) QA
System Software
1 7 (3.18%) Apache Flume
1 7 (3.18%) HDFS
Systems Management
1 3 (1.36%) Puppet
2 1 (0.45%) Data Guard
2 1 (0.45%) Oracle RMAN
Vendors
1 77 (35.00%) Microsoft
2 42 (19.09%) Oracle
3 20 (9.09%) Tableau
4 11 (5.00%) Splunk
5 10 (4.55%) Cloudera
5 10 (4.55%) Hortonworks
5 10 (4.55%) Talend
6 9 (4.09%) SAP
7 8 (3.64%) Informatica
8 7 (3.18%) MapR
8 7 (3.18%) Netezza
8 7 (3.18%) Teradata
9 6 (2.73%) EPiServer
9 6 (2.73%) Remedy
10 5 (2.27%) OpenText
11 4 (1.82%) Capita
11 4 (1.82%) Sagent
12 3 (1.36%) Ab Initio
12 3 (1.36%) Cognos
12 3 (1.36%) Greenplum
Leeds, West Yorkshire
onezeero.
Salary: £35000 - £50000 per annum + Benefits
Posted: 1 hour ago
Leeds, West Yorkshire
Lorien Resourcing
Posted: 5 hours ago
Leeds, West Yorkshire
ReThink Recruitment
Salary: £35000.00 - £38000.00 per annum + generous benefits
Posted: Yesterday
Leeds, West Yorkshire
Lorien Resourcing
Salary: £40000 - £45000 per annum
Posted: Yesterday
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £45,000 per annum
Posted: 6 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent salary + bonus + benefits!
Posted: 5 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Excellent Salary + bonus + benefits
Posted: 6 days ago
Leeds, West Yorkshire
Capita Resourcing - IT Resourcing
Salary: £30000 - £60000 per annum
Posted: 6 days ago