The table below looks at the statistics for ETL skills in IT jobs advertised for the Northampton region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 64 69 59
Rank change year-on-year
+5 -10
Permanent jobs citing ETL 8 8 16
As % of all permanent IT jobs located in Northampton 1.52% 1.15% 2.26%
As % of the Processes & Methodologies category 1.63% 1.27% 2.56%
Number of salaries quoted 7 8 16
Median salary £50,000 £40,000 £60,000
Median salary % change year-on-year
+25.00% -33.33%
90% offered a salary of more than £43,000 £40,000 £36,000
10% offered a salary of more than £52,500 £53,250 £75,000
UK excluding London median salary £45,000 £45,000 £45,000
ETL
Northamptonshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Northampton region.

Processes & Methodologies Category
Northampton
Permanent IT job ads with a match in the
Processes & Methodologies category
491 629 624
As % of all permanent IT jobs located in Northampton 92.99% 90.76% 88.01%
Number of salaries quoted 308 527 609
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £32,500 £26,500 £28,500
10% offered a salary of more than £60,000 £60,000 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Northampton

The demand trend of job ads across the Northampton region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Northampton

ETL
Salary Trend in Northampton

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

ETL Salary Trend in Northampton

ETL
Top 30 Related IT Skills in Northampton

For the 6 months to 11 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 Northampton region with a requirement for ETL.

1 12 (80.00%) Agile Software Development
2 7 (46.67%) Scrum
2 7 (46.67%) SQL Server
3 6 (40.00%) Data Warehouse
3 6 (40.00%) SOA
3 6 (40.00%) Business Intelligence
3 6 (40.00%) Microsoft
3 6 (40.00%) MOM
3 6 (40.00%) TDD
3 6 (40.00%) SQL Server Integration Services
3 6 (40.00%) SQL Server Analysis Services
3 6 (40.00%) Talend Open Studio
3 6 (40.00%) Waterfall
3 6 (40.00%) Talend
3 6 (40.00%) WSO2
3 6 (40.00%) Mentoring
3 6 (40.00%) Coaching
4 5 (33.33%) SQL Server 2016
4 5 (33.33%) SpecFlow
4 5 (33.33%) Continuous Integration
4 5 (33.33%) MDX
4 5 (33.33%) Test Automation
4 5 (33.33%) MSTest
4 5 (33.33%) Microsoft Analysis Services
4 5 (33.33%) Legal
4 5 (33.33%) MS Excel
5 4 (26.67%) Finance
6 3 (20.00%) Retail
7 2 (13.33%) SQL
7 2 (13.33%) Oracle

ETL
Top Related IT Skills in Northampton 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 1 (6.67%) Apache Spark
1 1 (6.67%) SAS
1 1 (6.67%) WebSphere
Applications
1 5 (33.33%) MS Excel
Database & Business Intelligence
1 7 (46.67%) SQL Server
2 6 (40.00%) Data Warehouse
2 6 (40.00%) SQL Server Analysis Services
2 6 (40.00%) SQL Server Integration Services
3 5 (33.33%) Microsoft Analysis Services
3 5 (33.33%) SQL Server 2016
4 1 (6.67%) Amazon Redshift
4 1 (6.67%) Big Data
4 1 (6.67%) Hadoop
4 1 (6.67%) MongoDB
4 1 (6.67%) MySQL
4 1 (6.67%) NoSQL
4 1 (6.67%) Parquet
4 1 (6.67%) QlikView
Development Applications
1 6 (40.00%) Talend Open Studio
2 5 (33.33%) MSTest
2 5 (33.33%) SpecFlow
3 1 (6.67%) AppVeyor
3 1 (6.67%) Git (software)
3 1 (6.67%) Jenkins
3 1 (6.67%) Mercurial
General
1 5 (33.33%) Legal
2 4 (26.67%) Finance
3 3 (20.00%) Retail
Job Titles
1 8 (53.33%) Developer
2 6 (40.00%) Architect
2 6 (40.00%) Integration Architect
2 6 (40.00%) Solutions Architect
3 5 (33.33%) Data Warehouse Developer
4 3 (20.00%) ETL Architect
4 3 (20.00%) Senior Data Warehouse Developer
4 3 (20.00%) Senior Developer
4 3 (20.00%) SOA Architect
5 1 (6.67%) .NET Developer
5 1 (6.67%) .NET Software Developer
5 1 (6.67%) Applications Specialist
5 1 (6.67%) Applications Support
5 1 (6.67%) Applications Support Specialist
5 1 (6.67%) ASP.NET Developer
5 1 (6.67%) ASP.NET MVC Developer
5 1 (6.67%) ETL Developer
5 1 (6.67%) Software Developer
5 1 (6.67%) Support Specialist
Libraries, Frameworks & Software Standards
1 5 (33.33%) MDX
2 1 (6.67%) .NET
2 1 (6.67%) .NET Framework
2 1 (6.67%) AngularJS
2 1 (6.67%) ASP.NET
2 1 (6.67%) ASP.NET MVC
2 1 (6.67%) ASP.NET Web API
2 1 (6.67%) CSS
2 1 (6.67%) Entity Framework
2 1 (6.67%) HTML
2 1 (6.67%) HTML5
2 1 (6.67%) IBM Integration Bus
2 1 (6.67%) JSON
2 1 (6.67%) LESS
2 1 (6.67%) LINQ
2 1 (6.67%) Ninject
2 1 (6.67%) React
2 1 (6.67%) RESTful
2 1 (6.67%) Unity DI Container
2 1 (6.67%) Web Services
Miscellaneous
1 1 (6.67%) Analytical Skills
1 1 (6.67%) Bitcoin
1 1 (6.67%) Blockchain
1 1 (6.67%) Fintech
1 1 (6.67%) Visualisation
Processes & Methodologies
1 12 (80.00%) Agile Software Development
2 7 (46.67%) Scrum
3 6 (40.00%) Business Intelligence
3 6 (40.00%) Coaching
3 6 (40.00%) Mentoring
3 6 (40.00%) SOA
3 6 (40.00%) TDD
3 6 (40.00%) Waterfall
4 5 (33.33%) Continuous Integration
4 5 (33.33%) Test Automation
5 1 (6.67%) Data Analysis
5 1 (6.67%) Data Management
5 1 (6.67%) Data Visualisation
5 1 (6.67%) Incident Management
5 1 (6.67%) ITIL
5 1 (6.67%) MapReduce
5 1 (6.67%) MVC
5 1 (6.67%) Open Source
5 1 (6.67%) Risk Management
5 1 (6.67%) Service Management
Programming Languages
1 2 (13.33%) SQL
2 1 (6.67%) C#
2 1 (6.67%) Java
2 1 (6.67%) JavaScript
2 1 (6.67%) Python
2 1 (6.67%) R
2 1 (6.67%) T-SQL
2 1 (6.67%) VBA
Quality Assurance & Compliance
1 1 (6.67%) QA
Systems Management
1 6 (40.00%) MOM
Vendors
1 6 (40.00%) Microsoft
1 6 (40.00%) Talend
1 6 (40.00%) WSO2
2 2 (13.33%) Oracle
3 1 (6.67%) Cognos
3 1 (6.67%) Informatica
3 1 (6.67%) Tableau
3 1 (6.67%) Teradata