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

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 65 114 101
Rank change year-on-year
+49 -13
Permanent jobs citing ETL 102 81 97
As % of all permanent IT jobs located in Leeds 3.89% 2.23% 2.52%
As % of the Processes & Methodologies category 4.31% 2.42% 2.88%
Number of salaries quoted 69 58 69
Median salary £45,000 £51,250 £45,000
Median salary % change year-on-year
-12.19% +13.88%
90% offered a salary of more than £37,300 £31,000 £35,000
10% offered a salary of more than £50,000 £75,000 £57,500
UK excluding London median salary £45,000 £45,000 £45,000
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
2366 3348 3369
As % of all permanent IT jobs located in Leeds 90.13% 92.03% 87.37%
Number of salaries quoted 1988 2631 2532
Median salary £45,000 £45,000 £40,500
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £31,500 £31,000 £28,500
10% offered a salary of more than £60,000 £57,500 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 30 September 2016.

ETL Salary Histogram in Leeds

ETL
Top 30 Related IT Skills in Leeds

For the 6 months to 30 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 Leeds region with a requirement for ETL.

1 128 (80.50%) SQL
2 122 (76.73%) SQL Server
3 90 (56.60%) Business Intelligence
3 90 (56.60%) SQL Server Integration Services
4 84 (52.83%) Microsoft
5 81 (50.94%) SQL Server Analysis Services
6 68 (42.77%) Data Warehouse
6 68 (42.77%) SQL Server Reporting Services
7 65 (40.88%) Agile Software Development
8 62 (38.99%) T-SQL
9 49 (30.82%) SQL Server 2012
10 39 (24.53%) Microsoft Azure
11 38 (23.90%) Hadoop
11 38 (23.90%) MS Excel
12 37 (23.27%) C#
13 36 (22.64%) SQL Server 2014
14 33 (20.75%) Big Data
14 33 (20.75%) Visual Studio
15 32 (20.13%) SSDT
16 27 (16.98%) Data Modelling
16 27 (16.98%) SQL Server 2008
17 25 (15.72%) Analytics
17 25 (15.72%) SQL Server 2016
18 24 (15.09%) Data Integration
18 24 (15.09%) OLAP
19 23 (14.47%) PowerShell
19 23 (14.47%) Power BI
20 21 (13.21%) Analytical Skills
20 21 (13.21%) Oracle
21 20 (12.58%) DevOps

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 (6.29%) SAS
2 4 (2.52%) Apache Spark
3 2 (1.26%) CMS
4 1 (0.63%) BizTalk Server
4 1 (0.63%) Confluence
4 1 (0.63%) WebSphere
4 1 (0.63%) WebSphere Application Server
4 1 (0.63%) WebSphere Process Server
Applications
1 38 (23.90%) MS Excel
2 6 (3.77%) MS Office
2 6 (3.77%) SPSS
3 1 (0.63%) MS PowerPoint
3 1 (0.63%) MS Project
Cloud Services
1 39 (24.53%) Microsoft Azure
2 3 (1.89%) PaaS
3 2 (1.26%) Amazon AWS
4 1 (0.63%) Google Cloud Platform
Communications & Networking
1 1 (0.63%) FTP
Database & Business Intelligence
1 122 (76.73%) SQL Server
2 90 (56.60%) SQL Server Integration Services
3 81 (50.94%) SQL Server Analysis Services
4 68 (42.77%) Data Warehouse
4 68 (42.77%) SQL Server Reporting Services
5 49 (30.82%) SQL Server 2012
6 38 (23.90%) Hadoop
7 36 (22.64%) SQL Server 2014
8 33 (20.75%) Big Data
9 32 (20.13%) SSDT
10 27 (16.98%) SQL Server 2008
11 25 (15.72%) SQL Server 2016
12 24 (15.09%) OLAP
13 23 (14.47%) Power BI
14 18 (11.32%) OLAP Cube
15 17 (10.69%) NoSQL
16 16 (10.06%) Oracle Database
16 16 (10.06%) Relational Database
17 14 (8.81%) PowerPivot
18 13 (8.18%) BusinessObjects
Development Applications
1 33 (20.75%) Visual Studio
2 18 (11.32%) Team Foundation Server
3 7 (4.40%) JIRA
4 6 (3.77%) Git (software)
4 6 (3.77%) Octopus Deploy
5 2 (1.26%) Visual Studio Team System
6 1 (0.63%) MSTest
6 1 (0.63%) NUnit
6 1 (0.63%) SQL Server Management Studio (SSMS)
6 1 (0.63%) tSQLt
General
1 18 (11.32%) Finance
2 14 (8.81%) Retail
3 6 (3.77%) Banking
4 2 (1.26%) Marketing
Job Titles
1 100 (62.89%) Developer
2 50 (31.45%) SQL Developer
3 35 (22.01%) Business Intelligence Developer
4 32 (20.13%) SQL Server Developer
5 29 (18.24%) ETL Developer
6 21 (13.21%) Database Developer
7 20 (12.58%) SQL Database Developer
8 18 (11.32%) DBA
9 16 (10.06%) SSAS Developer
10 15 (9.43%) Agile Developer
10 15 (9.43%) SSIS Developer
11 13 (8.18%) Senior Developer
12 12 (7.55%) Administrator
12 12 (7.55%) SQL DBA
13 10 (6.29%) Consultant
14 9 (5.66%) Analyst
15 8 (5.03%) Business Intelligence Consultant
15 8 (5.03%) Data Warehouse Manager
15 8 (5.03%) Development Manager
16 7 (4.40%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 19 (11.95%) .NET
2 8 (5.03%) XML
3 6 (3.77%) ASP.NET
3 6 (3.77%) WCF
3 6 (3.77%) Web Services
4 5 (3.14%) ASP.NET Web API
4 5 (3.14%) MDX
5 2 (1.26%) WPF
6 1 (0.63%) .NET Framework
6 1 (0.63%) JSON
6 1 (0.63%) LINQ
6 1 (0.63%) Oracle GoldenGate
6 1 (0.63%) WF
Miscellaneous
1 24 (15.09%) Data Integration
2 21 (13.21%) Analytical Skills
3 14 (8.81%) Visualisation
4 8 (5.03%) Replication
4 8 (5.03%) Statistics
5 6 (3.77%) Credit Risk
5 6 (3.77%) Data Protection Act
6 2 (1.26%) Applied Mathematics
6 2 (1.26%) Computer Science
6 2 (1.26%) Management Information System
6 2 (1.26%) Mathematics
6 2 (1.26%) New Media
7 1 (0.63%) Cryptography
7 1 (0.63%) Data Extraction
7 1 (0.63%) Enterprise Software
7 1 (0.63%) NHS
7 1 (0.63%) Reference Data
Operating Systems
1 3 (1.89%) Linux
1 3 (1.89%) Unix
2 1 (0.63%) AIX
2 1 (0.63%) Red Hat Enterprise Linux
Processes & Methodologies
1 90 (56.60%) Business Intelligence
2 65 (40.88%) Agile Software Development
3 27 (16.98%) Data Modelling
4 25 (15.72%) Analytics
5 20 (12.58%) DevOps
6 16 (10.06%) ETL Development
7 15 (9.43%) Migration
8 14 (8.81%) Data Management
8 14 (8.81%) Kimball Methodology
9 13 (8.18%) Inmon Methodology
9 13 (8.18%) Unit Testing
10 12 (7.55%) E-Commerce
11 11 (6.92%) Continuous Improvement
11 11 (6.92%) Performance Tuning
11 11 (6.92%) Waterfall
12 9 (5.66%) Data Visualisation
13 8 (5.03%) Data Analysis
13 8 (5.03%) Data Protection
13 8 (5.03%) Predictive Analytics
14 7 (4.40%) High Availability
Programming Languages
1 128 (80.50%) SQL
2 62 (38.99%) T-SQL
3 37 (23.27%) C#
4 23 (14.47%) PowerShell
5 11 (6.92%) Data Analysis Expressions (DAX)
6 10 (6.29%) PL/SQL
6 10 (6.29%) VB.NET
7 8 (5.03%) Python
8 6 (3.77%) VBA
9 4 (2.52%) Java
10 2 (1.26%) Shell Script
11 1 (0.63%) C++
11 1 (0.63%) Perl
Qualifications
1 8 (5.03%) Microsoft Certification
2 4 (2.52%) MCSA
2 4 (2.52%) MCSE
3 2 (1.26%) MCITP
3 2 (1.26%) MCTS
4 1 (0.63%) ISEB
Quality Assurance & Compliance
1 7 (4.40%) Data Quality
2 4 (2.52%) QA
3 2 (1.26%) PCI DSS
4 1 (0.63%) SLA
System Software
1 1 (0.63%) Tivoli Workload Scheduler
Systems Management
1 1 (0.63%) Data Guard
1 1 (0.63%) Oracle RMAN
1 1 (0.63%) Tivoli
Vendors
1 84 (52.83%) Microsoft
2 21 (13.21%) Oracle
3 19 (11.95%) Tableau
4 11 (6.92%) Splunk
5 8 (5.03%) SAP
6 6 (3.77%) Remedy
7 4 (2.52%) IBM
7 4 (2.52%) MicroStrategy
7 4 (2.52%) Sun
8 2 (1.26%) EPiServer
8 2 (1.26%) OpenText
8 2 (1.26%) TIBCO
9 1 (0.63%) Google
Leeds, West Yorkshire
Evolution Recruitment Solutions
Salary: 30,000 + Bens
Posted: 3 hours ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: Yesterday
Leeds, West Yorkshire
onezeero.
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Posted: 2 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £48,000 per annum + excellent benefits
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Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 3 days ago
Leeds
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Salary: Up to £38,380
Posted: 4 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £45000 - £50000 per annum + Benefits
Posted: 6 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £48,000 per annum + Bonus +Bens + Flexible Working
Posted: 2 days ago
Leeds
360 Resourcing
Salary: Circa £48,000 per annum
Posted: 17 days ago