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 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Rank 109 45 124
Rank change year-on-year
-64 +79
Permanent jobs citing ETL 48 181 61
As % of all permanent IT jobs located in Leeds 1.87% 5.38% 1.70%
As % of the Processes & Methodologies category 2.07% 6.06% 1.87%
Number of salaries quoted 38 129 52
Median salary £42,500 £45,000 £34,500
Median salary % change year-on-year
-5.55% +30.43%
90% offered a salary of more than £32,500 £32,500 £30,150
10% offered a salary of more than £48,250 £75,000 £55,000
UK excluding London median salary £45,000 £45,000 £45,000

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
2316 2989 3261
As % of all permanent IT jobs located in Leeds 90.01% 88.80% 90.73%
Number of salaries quoted 2005 2465 2607
Median salary £45,000 £43,500 £42,500
Median salary % change year-on-year
+3.44% +2.35%
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £60,000 £57,500 £65,000
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 25 February 2017.

ETL Salary Histogram in Leeds

ETL
Top 30 Related IT Skills in Leeds

For the 6 months to 25 February 2017, 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 93 (72.66%) SQL Server
2 89 (69.53%) SQL
3 67 (52.34%) SQL Server Integration Services
4 61 (47.66%) Microsoft
5 60 (46.88%) Business Intelligence
6 56 (43.75%) Data Warehouse
7 52 (40.63%) SQL Server Analysis Services
8 48 (37.50%) Agile Software Development
9 46 (35.94%) T-SQL
10 44 (34.38%) SQL Server Reporting Services
11 36 (28.13%) Microsoft Azure
12 34 (26.56%) Data Modelling
13 33 (25.78%) MS Excel
14 31 (24.22%) Finance
15 30 (23.44%) C#
16 27 (21.09%) SQL Server 2014
17 25 (19.53%) Big Data
18 24 (18.75%) PowerShell
19 23 (17.97%) Hadoop
19 23 (17.97%) SQL Server 2012
19 23 (17.97%) Analytics
20 22 (17.19%) DevOps
21 20 (15.63%) Oracle
22 19 (14.84%) Visual Studio
22 19 (14.84%) Relational Database
23 18 (14.06%) Tableau
23 18 (14.06%) SQL Server 2016
24 17 (13.28%) SQL Server 2008
25 15 (11.72%) OLAP
25 15 (11.72%) Data Integration

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 (7.81%) SAS
2 3 (2.34%) SharePoint
3 2 (1.56%) BizTalk Server
4 1 (0.78%) Apache Spark
4 1 (0.78%) WebSphere
Applications
1 33 (25.78%) MS Excel
2 7 (5.47%) SPSS
Business Applications
1 1 (0.78%) Cognos Business Intelligence
Cloud Services
1 36 (28.13%) Microsoft Azure
2 7 (5.47%) Amazon AWS
3 2 (1.56%) Google Cloud Platform
4 1 (0.78%) SaaS
Database & Business Intelligence
1 93 (72.66%) SQL Server
2 67 (52.34%) SQL Server Integration Services
3 56 (43.75%) Data Warehouse
4 52 (40.63%) SQL Server Analysis Services
5 44 (34.38%) SQL Server Reporting Services
6 27 (21.09%) SQL Server 2014
7 25 (19.53%) Big Data
8 23 (17.97%) Hadoop
8 23 (17.97%) SQL Server 2012
9 19 (14.84%) Relational Database
10 18 (14.06%) SQL Server 2016
11 17 (13.28%) SQL Server 2008
12 15 (11.72%) OLAP
13 14 (10.94%) Oracle Database
13 14 (10.94%) SSDT
14 13 (10.16%) OLAP Cube
15 12 (9.38%) RDBMS
16 11 (8.59%) Power BI
17 9 (7.03%) NoSQL
18 8 (6.25%) QlikView
Development Applications
1 19 (14.84%) Visual Studio
2 15 (11.72%) Team Foundation Server
3 9 (7.03%) Octopus Deploy
4 3 (2.34%) Visual Studio Team System
5 2 (1.56%) MSTest
5 2 (1.56%) NUnit
6 1 (0.78%) Git (software)
6 1 (0.78%) JIRA
6 1 (0.78%) Oracle APEX
6 1 (0.78%) SQL Server Management Studio (SSMS)
6 1 (0.78%) TeamCity
General
1 31 (24.22%) Finance
2 11 (8.59%) Retail
3 7 (5.47%) Banking
4 4 (3.13%) Back Office
5 2 (1.56%) Advertising
6 1 (0.78%) Marketing
Job Titles
1 64 (50.00%) Developer
2 39 (30.47%) SQL Developer
3 28 (21.88%) Business Intelligence Developer
4 19 (14.84%) DBA
4 19 (14.84%) SQL Server Developer
5 17 (13.28%) ETL Developer
6 14 (10.94%) Analyst
7 11 (8.59%) Database Developer
7 11 (8.59%) Senior Developer
7 11 (8.59%) SQL BI Developer
7 11 (8.59%) SQL Database Developer
7 11 (8.59%) SQL DBA
7 11 (8.59%) SSIS Developer
8 10 (7.81%) Agile Developer
9 9 (7.03%) Senior Software Engineer
9 9 (7.03%) Software Engineer
9 9 (7.03%) SSAS Developer
10 8 (6.25%) Administrator
10 8 (6.25%) Business Developer
11 7 (5.47%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 13 (10.16%) Web Services
2 12 (9.38%) WPF
3 11 (8.59%) .NET
3 11 (8.59%) WCF
4 9 (7.03%) ASP.NET Web API
5 7 (5.47%) XML
6 2 (1.56%) .NET Framework
6 2 (1.56%) JSON
6 2 (1.56%) LINQ
6 2 (1.56%) MDX
6 2 (1.56%) Oracle GoldenGate
6 2 (1.56%) WF
7 1 (0.78%) WinForms
Miscellaneous
1 14 (10.94%) Analytical Skills
2 9 (7.03%) Credit Risk
3 5 (3.91%) Replication
4 3 (2.34%) N-Tier
5 2 (1.56%) Clustering
5 2 (1.56%) Management Information System
6 1 (0.78%) HACMP
Operating Systems
1 4 (3.13%) Windows
2 3 (2.34%) Unix
3 2 (1.56%) Linux
3 2 (1.56%) Windows Server
4 1 (0.78%) Windows Server 2003
4 1 (0.78%) Windows Server 2012
Processes & Methodologies
1 60 (46.88%) Business Intelligence
2 48 (37.50%) Agile Software Development
3 34 (26.56%) Data Modelling
4 23 (17.97%) Analytics
5 22 (17.19%) DevOps
6 15 (11.72%) Data Integration
7 14 (10.94%) Data Management
7 14 (10.94%) Data Visualisation
7 14 (10.94%) Visualisation
8 13 (10.16%) Kimball Methodology
9 12 (9.38%) Continuous Improvement
9 12 (9.38%) Migration
10 11 (8.59%) SOA
11 10 (7.81%) Automated Testing
11 10 (7.81%) Data Analytics
11 10 (7.81%) Performance Tuning
12 9 (7.03%) Inmon Methodology
12 9 (7.03%) Software Engineering
12 9 (7.03%) Web Development
13 7 (5.47%) Business Analytics
Programming Languages
1 89 (69.53%) SQL
2 46 (35.94%) T-SQL
3 30 (23.44%) C#
4 24 (18.75%) PowerShell
5 12 (9.38%) Python
6 8 (6.25%) Data Analysis Expressions (DAX)
7 7 (5.47%) PL/SQL
8 5 (3.91%) VB.NET
9 4 (3.13%) Java
10 3 (2.34%) VB
11 2 (1.56%) C++
11 2 (1.56%) Shell Script
12 1 (0.78%) AWK
12 1 (0.78%) JavaScript
12 1 (0.78%) R
12 1 (0.78%) VBScript
Qualifications
1 4 (3.13%) Degree
1 4 (3.13%) Microsoft Certification
2 3 (2.34%) MCITP
2 3 (2.34%) MCTS
3 1 (0.78%) ISTQB
3 1 (0.78%) ISTQB Advanced Certification
3 1 (0.78%) MCSE
Quality Assurance & Compliance
1 7 (5.47%) IFRS
1 7 (5.47%) IFRS 9
2 6 (4.69%) Data Quality
3 3 (2.34%) PCI DSS
3 3 (2.34%) SNOMED CT
4 2 (1.56%) QA
5 1 (0.78%) SLA
Systems Management
1 1 (0.78%) Data Guard
1 1 (0.78%) Enterprise Manager Cloud Control
1 1 (0.78%) Oracle RMAN
1 1 (0.78%) Tivoli Storage Manager
Vendors
1 61 (47.66%) Microsoft
2 20 (15.63%) Oracle
3 18 (14.06%) Tableau
4 13 (10.16%) Splunk
5 3 (2.34%) RedGate
6 2 (1.56%) Cognos
6 2 (1.56%) Google
7 1 (0.78%) Informatica
7 1 (0.78%) NetApp
7 1 (0.78%) Sage
7 1 (0.78%) SAP
7 1 (0.78%) Snowplow
Leeds, West Yorkshire
Candour Solutions
Salary: Excellent + Bens
Posted: 3 days ago
Leeds, West Yorkshire
Reed Technology
Salary: £40000 - £50000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £45000 per annum
Posted: 5 days ago
Leeds
BAE SYSTEMS
Salary: Competitive + Benefits
Posted: 13 days ago
Leeds, West Yorkshire
BJSS Ltd
Salary: Unspecified Highly Competitive Package + Great Benefits
Posted: 25 days ago