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 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 92 93 77
Rank change year-on-year
+1 -16
Permanent jobs citing ETL 71 94 126
As % of all permanent IT jobs located in Leeds 2.67% 2.77% 3.46%
As % of the Processes & Methodologies category 2.97% 3.09% 3.83%
Number of salaries quoted 59 69 97
Median salary £45,000 £47,500 £55,000
Median salary % change year-on-year
-5.26% -13.63%
90% offered a salary of more than £35,000 £32,200 £35,600
10% offered a salary of more than £50,000 £61,000 £60,000
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
2394 3047 3286
As % of all permanent IT jobs located in Leeds 90.14% 89.67% 90.15%
Number of salaries quoted 2079 2465 2525
Median salary £45,000 £43,000 £42,500
Median salary % change year-on-year
+4.65% +1.17%
90% offered a salary of more than £30,764 £30,000 £30,000
10% offered a salary of more than £60,000 £60,000 £60,000
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 3 December 2016.

ETL Salary Histogram in Leeds

ETL
Top 30 Related IT Skills in Leeds

For the 6 months to 3 December 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.

1 134 (81.21%) SQL Server
2 123 (74.55%) SQL
3 96 (58.18%) Microsoft
4 87 (52.73%) SQL Server Integration Services
5 85 (51.52%) Business Intelligence
6 82 (49.70%) SQL Server Analysis Services
7 75 (45.45%) Agile Software Development
8 63 (38.18%) Data Warehouse
9 62 (37.58%) SQL Server Reporting Services
10 61 (36.97%) T-SQL
11 49 (29.70%) Microsoft Azure
12 47 (28.48%) MS Excel
13 46 (27.88%) C#
14 43 (26.06%) SQL Server 2012
15 40 (24.24%) SQL Server 2014
16 38 (23.03%) Hadoop
17 36 (21.82%) Visual Studio
18 35 (21.21%) Data Modelling
18 35 (21.21%) Big Data
19 33 (20.00%) PowerShell
20 32 (19.39%) Analytics
21 31 (18.79%) SSDT
22 28 (16.97%) DevOps
23 26 (15.76%) SQL Server 2016
23 26 (15.76%) Finance
23 26 (15.76%) Tableau
23 26 (15.76%) Data Integration
24 24 (14.55%) Team Foundation Server
25 23 (13.94%) SQL Server 2008
25 23 (13.94%) OLAP

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 16 (9.70%) SAS
2 4 (2.42%) Apache Spark
3 2 (1.21%) WebSphere
4 1 (0.61%) BizTalk Server
4 1 (0.61%) Confluence
4 1 (0.61%) WebSphere Application Server
4 1 (0.61%) WebSphere Process Server
Applications
1 47 (28.48%) MS Excel
2 10 (6.06%) SPSS
3 6 (3.64%) MS Office
4 1 (0.61%) MS PowerPoint
4 1 (0.61%) MS Project
Cloud Services
1 49 (29.70%) Microsoft Azure
2 5 (3.03%) Amazon AWS
3 2 (1.21%) Google Cloud Platform
Communications & Networking
1 1 (0.61%) FTP
Database & Business Intelligence
1 134 (81.21%) SQL Server
2 87 (52.73%) SQL Server Integration Services
3 82 (49.70%) SQL Server Analysis Services
4 63 (38.18%) Data Warehouse
5 62 (37.58%) SQL Server Reporting Services
6 43 (26.06%) SQL Server 2012
7 40 (24.24%) SQL Server 2014
8 38 (23.03%) Hadoop
9 35 (21.21%) Big Data
10 31 (18.79%) SSDT
11 26 (15.76%) SQL Server 2016
12 23 (13.94%) OLAP
12 23 (13.94%) OLAP Cube
12 23 (13.94%) SQL Server 2008
13 21 (12.73%) Relational Database
14 17 (10.30%) Power BI
15 15 (9.09%) Oracle Database
16 14 (8.48%) NoSQL
17 11 (6.67%) RDBMS
18 10 (6.06%) QlikView
Development Applications
1 36 (21.82%) Visual Studio
2 24 (14.55%) Team Foundation Server
3 10 (6.06%) Octopus Deploy
4 7 (4.24%) JIRA
5 6 (3.64%) Git (software)
6 4 (2.42%) Visual Studio Team System
7 1 (0.61%) MSTest
7 1 (0.61%) NUnit
7 1 (0.61%) SQL Server Management Studio (SSMS)
General
1 26 (15.76%) Finance
2 16 (9.70%) Retail
3 10 (6.06%) Banking
4 1 (0.61%) Advertising
4 1 (0.61%) Back Office
Job Titles
1 95 (57.58%) Developer
2 50 (30.30%) SQL Developer
3 40 (24.24%) Business Intelligence Developer
4 33 (20.00%) ETL Developer
5 30 (18.18%) SQL Server Developer
6 21 (12.73%) Database Developer
6 21 (12.73%) SQL Database Developer
7 20 (12.12%) DBA
8 18 (10.91%) Agile Developer
8 18 (10.91%) SSAS Developer
9 16 (9.70%) SQL DBA
10 11 (6.67%) Senior Developer
11 10 (6.06%) Administrator
11 10 (6.06%) Business Consultant
11 10 (6.06%) Business Intelligence Consultant
11 10 (6.06%) Consultant
11 10 (6.06%) SSIS Developer
12 9 (5.45%) Senior Software Engineer
12 9 (5.45%) SQL BI Developer
12 9 (5.45%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 13 (7.88%) Web Services
2 12 (7.27%) .NET
3 11 (6.67%) WCF
3 11 (6.67%) WPF
4 10 (6.06%) ASP.NET Web API
5 8 (4.85%) XML
6 5 (3.03%) MDX
7 4 (2.42%) ASP.NET
8 2 (1.21%) JSON
8 2 (1.21%) Oracle GoldenGate
9 1 (0.61%) .NET Framework
9 1 (0.61%) LINQ
9 1 (0.61%) WF
9 1 (0.61%) WinForms
Miscellaneous
1 26 (15.76%) Data Integration
2 23 (13.94%) Analytical Skills
3 18 (10.91%) Visualisation
4 12 (7.27%) Credit Risk
5 10 (6.06%) Statistics
6 7 (4.24%) Replication
7 4 (2.42%) Data Protection Act
8 2 (1.21%) Applied Mathematics
8 2 (1.21%) Computer Science
8 2 (1.21%) Management Information System
8 2 (1.21%) Mathematics
9 1 (0.61%) Cryptography
9 1 (0.61%) Data Extraction
9 1 (0.61%) Enterprise Software
9 1 (0.61%) HACMP
9 1 (0.61%) N-Tier
9 1 (0.61%) Reference Data
Operating Systems
1 2 (1.21%) Unix
1 2 (1.21%) Windows
2 1 (0.61%) AIX
2 1 (0.61%) Linux
2 1 (0.61%) Red Hat Enterprise Linux
Processes & Methodologies
1 85 (51.52%) Business Intelligence
2 75 (45.45%) Agile Software Development
3 35 (21.21%) Data Modelling
4 32 (19.39%) Analytics
5 28 (16.97%) DevOps
6 18 (10.91%) Data Management
7 16 (9.70%) Continuous Improvement
7 16 (9.70%) Kimball Methodology
7 16 (9.70%) Migration
8 15 (9.09%) ETL Development
9 14 (8.48%) Inmon Methodology
10 13 (7.88%) Data Visualisation
11 12 (7.27%) Predictive Analytics
11 12 (7.27%) SOA
12 10 (6.06%) Automated Testing
12 10 (6.06%) Business Development
12 10 (6.06%) Data Analytics
12 10 (6.06%) Performance Tuning
13 9 (5.45%) Business Analytics
13 9 (5.45%) Waterfall
Programming Languages
1 123 (74.55%) SQL
2 61 (36.97%) T-SQL
3 46 (27.88%) C#
4 33 (20.00%) PowerShell
5 15 (9.09%) Python
6 14 (8.48%) Data Analysis Expressions (DAX)
7 9 (5.45%) VB.NET
8 7 (4.24%) PL/SQL
9 4 (2.42%) VBA
10 3 (1.82%) Java
10 3 (1.82%) Shell Script
11 2 (1.21%) VB
12 1 (0.61%) AWK
12 1 (0.61%) C++
12 1 (0.61%) JavaScript
12 1 (0.61%) Perl
Qualifications
1 10 (6.06%) Microsoft Certification
2 4 (2.42%) MCITP
2 4 (2.42%) MCSA
2 4 (2.42%) MCSE
2 4 (2.42%) MCTS
3 1 (0.61%) Degree
Quality Assurance & Compliance
1 8 (4.85%) Data Quality
2 4 (2.42%) PCI DSS
3 3 (1.82%) QA
System Software
1 1 (0.61%) Tivoli Workload Scheduler
Systems Management
1 1 (0.61%) Tivoli
1 1 (0.61%) Tivoli Storage Manager
Vendors
1 96 (58.18%) Microsoft
2 26 (15.76%) Tableau
3 18 (10.91%) Oracle
4 17 (10.30%) Splunk
5 5 (3.03%) SAP
6 4 (2.42%) MicroStrategy
6 4 (2.42%) Remedy
6 4 (2.42%) Sun
7 3 (1.82%) IBM
8 2 (1.21%) Google
9 1 (0.61%) Cognos
9 1 (0.61%) Informatica
9 1 (0.61%) NetApp
9 1 (0.61%) Sage
Leeds, West Yorkshire
ANSON MCCADE
Salary: £75,000 - £95,000
Posted: 2 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £45,000 per annum
Posted: 4 days ago
Leeds
Nigel Frank International
Salary: £35000 - £45000 per annum + Company bonus + Benefits
Posted: 4 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £55,000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £48,000 per annum + Bonus +Bens + Flexible Working
Posted: 4 days ago