The following table provides summary statistics for permanent job vacancies advertised in Northampton with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Northamptonshire / Northampton
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 39 65 39
Rank change year-on-year +26 -26  
Permanent jobs citing ETL 14 10 30
As % of all permanent IT jobs advertised in Northampton 3.69% 1.79% 5.48%
As % of the Processes & Methodologies category 4.15% 1.98% 6.20%
Number of salaries quoted 14 5 28
Median salary £43,750 £30,000 £52,500
Median salary % change year-on-year +45.83% -42.85%  
90% offered a salary of more than £38,250 £30,000 £44,250
10% offered a salary of more than £52,000 £30,000 £70,000
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Northampton with a requirement for process and methodology skills.

Process & Methodology Skills
Northampton
Permanent job vacancies with a requirement for process and methodology skills 337 506 484
As % of all permanent IT job vacancies advertised in Northampton 88.92% 90.52% 88.48%
Number of salaries quoted 281 363 434
Median salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88%  
90% offered a salary of more than £30,000 £30,000 £32,500
10% offered a salary of more than £55,000 £65,000 £56,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Northampton

The job posting trend of jobs advertised in Northampton citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Northampton

ETL
Salary Trend in Northampton

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

Salary trend for ETL in Northampton

ETL
Salary Histogram in Northampton

The salary distribution of IT jobs citing ETL in Northampton over the 3 months to 28 March 2017.

Salary histogram for ETL in Northampton

For the 6 months to 28 March 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 Northampton region with a requirement for ETL.

1 20 (83.33%) SQL Server
2 16 (66.67%) Agile Software Development
3 15 (62.50%) TDD
4 14 (58.33%) Data Warehouse
4 14 (58.33%) Microsoft
4 14 (58.33%) SQL Server Analysis Services
5 10 (41.67%) SQL Server Integration Services
6 9 (37.50%) Continuous Integration
7 8 (33.33%) JSON
7 8 (33.33%) Business Intelligence
7 8 (33.33%) SQL
7 8 (33.33%) T-SQL
7 8 (33.33%) Scrum
8 7 (29.17%) SQL Server Reporting Services
8 7 (29.17%) ITIL
8 7 (29.17%) MDX
8 7 (29.17%) SQL Server 2016
9 6 (25.00%) Test Automation
9 6 (25.00%) MSTest
9 6 (25.00%) SpecFlow
9 6 (25.00%) .NET
9 6 (25.00%) MS Excel
9 6 (25.00%) Microsoft Analysis Services
9 6 (25.00%) Legal
10 5 (20.83%) Finance
10 5 (20.83%) Clustering
10 5 (20.83%) MVC
10 5 (20.83%) JavaScript
10 5 (20.83%) ASP.NET
10 5 (20.83%) CSS

ETL
Co-occurring 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 (4.17%) BizTalk Server
1 1 (4.17%) JBoss
1 1 (4.17%) WebSphere
Applications
1 6 (25.00%) MS Excel
Cloud Services
1 1 (4.17%) Microsoft Azure
Communications & Networking
1 5 (20.83%) SAN
2 1 (4.17%) HTTP
Database & Business Intelligence
1 20 (83.33%) SQL Server
2 14 (58.33%) Data Warehouse
2 14 (58.33%) SQL Server Analysis Services
3 10 (41.67%) SQL Server Integration Services
4 7 (29.17%) SQL Server 2016
4 7 (29.17%) SQL Server Reporting Services
5 6 (25.00%) Microsoft Analysis Services
6 5 (20.83%) Blockchain
7 2 (8.33%) Power BI
8 1 (4.17%) OLAP
8 1 (4.17%) QlikView
8 1 (4.17%) SQL Server 2008
8 1 (4.17%) SQL Server 2012
8 1 (4.17%) SQL Server 2014
Development Applications
1 6 (25.00%) MSTest
1 6 (25.00%) SpecFlow
2 5 (20.83%) AppVeyor
2 5 (20.83%) Git (software)
2 5 (20.83%) Jenkins
2 5 (20.83%) Mercurial
3 3 (12.50%) Talend Open Studio
General
1 6 (25.00%) Legal
2 5 (20.83%) Finance
Job Titles
1 14 (58.33%) Developer
2 7 (29.17%) Data Warehouse Developer
3 5 (20.83%) .NET Developer
3 5 (20.83%) Administrator
3 5 (20.83%) ASP.NET Developer
3 5 (20.83%) ASP.NET MVC Developer
3 5 (20.83%) DBA
3 5 (20.83%) Senior DBA
3 5 (20.83%) Senior SQL DBA
3 5 (20.83%) SQL DBA
4 3 (12.50%) Integration Engineer
4 3 (12.50%) Senior Data Warehouse Developer
4 3 (12.50%) Senior Developer
4 3 (12.50%) Software Engineer
4 3 (12.50%) Software Integration Engineer
5 2 (8.33%) SQL Developer
6 1 (4.17%) Applications Support Specialist
6 1 (4.17%) ETL Developer
6 1 (4.17%) SQL Server Developer
6 1 (4.17%) Support Specialist
Libraries, Frameworks & Software Standards
1 8 (33.33%) JSON
2 7 (29.17%) MDX
3 6 (25.00%) .NET
4 5 (20.83%) .NET Framework
4 5 (20.83%) AngularJS
4 5 (20.83%) ASP.NET
4 5 (20.83%) ASP.NET MVC
4 5 (20.83%) ASP.NET MVC 5
4 5 (20.83%) ASP.NET Web API
4 5 (20.83%) CSS
4 5 (20.83%) Entity Framework
4 5 (20.83%) HTML
4 5 (20.83%) HTML5
4 5 (20.83%) LESS
4 5 (20.83%) LINQ
4 5 (20.83%) Ninject
4 5 (20.83%) React
4 5 (20.83%) RESTful
4 5 (20.83%) Unity DI Container
4 5 (20.83%) Web Services
Miscellaneous
1 5 (20.83%) Bitcoin
1 5 (20.83%) Clustering
1 5 (20.83%) Fintech
2 1 (4.17%) Data Structures
2 1 (4.17%) NHS
Operating Systems
1 1 (4.17%) Windows
1 1 (4.17%) Windows Server
1 1 (4.17%) Windows Server 2008
1 1 (4.17%) Windows Server 2012
Processes & Methodologies
1 16 (66.67%) Agile Software Development
2 15 (62.50%) TDD
3 9 (37.50%) Continuous Integration
4 8 (33.33%) Business Intelligence
4 8 (33.33%) Scrum
5 7 (29.17%) ITIL
6 6 (25.00%) Test Automation
7 5 (20.83%) Data Transformation
7 5 (20.83%) Dependency Injection
7 5 (20.83%) Matrix Management
7 5 (20.83%) Matrix Organization
7 5 (20.83%) MVC
7 5 (20.83%) SOLID
7 5 (20.83%) Trend Analysis
8 3 (12.50%) Automated Testing
8 3 (12.50%) Software Engineering
9 2 (8.33%) PRINCE2
10 1 (4.17%) PRINCE
10 1 (4.17%) Risk Management
10 1 (4.17%) Service Management
Programming Languages
1 8 (33.33%) SQL
1 8 (33.33%) T-SQL
2 5 (20.83%) C#
2 5 (20.83%) JavaScript
3 3 (12.50%) Java
4 1 (4.17%) TypeScript
Qualifications
1 2 (8.33%) Degree
1 2 (8.33%) Microsoft Certification
2 1 (4.17%) MCSA
2 1 (4.17%) MCT
Vendors
1 14 (58.33%) Microsoft
2 3 (12.50%) Talend
2 3 (12.50%) WSO2
3 1 (4.17%) Cognos
3 1 (4.17%) IBM
3 1 (4.17%) Informatica
3 1 (4.17%) Oracle
3 1 (4.17%) SAP
3 1 (4.17%) Teradata
Northampton, Northamptonshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £32000.00 per annum
Posted: 4 days ago