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 22 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Northamptonshire / Northampton
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 47 52 54
Rank change year-on-year +5 +2  
Permanent jobs citing ETL 10 12 23
As % of all permanent IT jobs advertised in Northampton 2.59% 2.20% 3.42%
As % of the Processes & Methodologies category 2.80% 2.37% 3.75%
Number of salaries quoted 9 6 23
Median salary £40,000 £50,000 £55,000
Median salary % change year-on-year -20.00% -9.09%  
90% offered a salary of more than £38,200 £40,000 £26,500
10% offered a salary of more than £45,000 £50,000 £67,500
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 357 506 614
As % of all permanent IT job vacancies advertised in Northampton 92.49% 92.67% 91.37%
Number of salaries quoted 289 359 536
Median salary £42,500 £40,000 £45,000
Median salary % change year-on-year +6.25% -11.11%  
90% offered a salary of more than £28,500 £30,000 £32,500
10% offered a salary of more than £55,000 £62,500 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 22 June 2017.

Salary histogram for ETL in Northampton

For the 6 months to 22 June 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 18 (75.00%) SQL Server
2 14 (58.33%) Data Warehouse
3 13 (54.17%) Agile Software Development
3 13 (54.17%) SQL Server Analysis Services
4 12 (50.00%) TDD
4 12 (50.00%) SQL
5 11 (45.83%) SQL Server Reporting Services
5 11 (45.83%) Greenfield Project
6 10 (41.67%) SQL Server Integration Services
7 9 (37.50%) Business Intelligence
7 9 (37.50%) Microsoft
8 8 (33.33%) T-SQL
8 8 (33.33%) Scrum
8 8 (33.33%) JSON
9 6 (25.00%) ETL Development
9 6 (25.00%) Power BI
9 6 (25.00%) .NET
9 6 (25.00%) ITIL
10 5 (20.83%) XML
10 5 (20.83%) C#
10 5 (20.83%) SAN
10 5 (20.83%) Clustering
10 5 (20.83%) Matrix Organization
10 5 (20.83%) Matrix Management
10 5 (20.83%) Continuous Integration
10 5 (20.83%) Trend Analysis
11 4 (16.67%) Entity Framework
11 4 (16.67%) Talend
11 4 (16.67%) Ninject
11 4 (16.67%) Test Automation

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
Applications
1 1 (4.17%) Microsoft 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 18 (75.00%) SQL Server
2 14 (58.33%) Data Warehouse
3 13 (54.17%) SQL Server Analysis Services
4 11 (45.83%) SQL Server Reporting Services
5 10 (41.67%) SQL Server Integration Services
6 6 (25.00%) Power BI
7 4 (16.67%) Blockchain
7 4 (16.67%) OLAP
8 3 (12.50%) SQL Server 2016
9 2 (8.33%) SQL Server 2008
9 2 (8.33%) Star Schema
10 1 (4.17%) PowerPivot
10 1 (4.17%) QlikView
10 1 (4.17%) SQL Server 2012
10 1 (4.17%) SQL Server 2014
Development Applications
1 4 (16.67%) AppVeyor
1 4 (16.67%) Git (software)
1 4 (16.67%) Jenkins
1 4 (16.67%) Mercurial
1 4 (16.67%) Talend Open Studio
2 1 (4.17%) Team Foundation Server
General
1 4 (16.67%) Finance
2 2 (8.33%) Advertising
3 1 (4.17%) Banking
3 1 (4.17%) Retail
3 1 (4.17%) Retail Banking
Job Titles
1 12 (50.00%) Developer
2 6 (25.00%) Data Warehouse Developer
2 6 (25.00%) SQL Developer
3 5 (20.83%) Administrator
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 4 (16.67%) .NET Developer
4 4 (16.67%) ASP.NET Developer
4 4 (16.67%) ASP.NET MVC Developer
4 4 (16.67%) Integration Engineer
4 4 (16.67%) Software Engineer
4 4 (16.67%) Software Integration Engineer
4 4 (16.67%) SQL Server Data Warehouse Developer
4 4 (16.67%) SQL Server Developer
4 4 (16.67%) SSAS Developer
4 4 (16.67%) SSIS Developer
5 2 (8.33%) Analyst
6 1 (4.17%) Data Analyst
Libraries, Frameworks & Software Standards
1 8 (33.33%) JSON
2 6 (25.00%) .NET
3 5 (20.83%) XML
4 4 (16.67%) .NET Framework
4 4 (16.67%) AngularJS
4 4 (16.67%) ASP.NET
4 4 (16.67%) ASP.NET MVC
4 4 (16.67%) ASP.NET Web API
4 4 (16.67%) CSS
4 4 (16.67%) HTML
4 4 (16.67%) HTML5
4 4 (16.67%) LESS
4 4 (16.67%) LINQ
4 4 (16.67%) MDX
4 4 (16.67%) React
4 4 (16.67%) RESTful
4 4 (16.67%) Unity DI Container
4 4 (16.67%) Web Services
4 4 (16.67%) XSD
4 4 (16.67%) XSLT
Miscellaneous
1 11 (45.83%) Greenfield Project
2 5 (20.83%) Clustering
3 4 (16.67%) Bitcoin
3 4 (16.67%) Fintech
4 1 (4.17%) Analytical Skills
4 1 (4.17%) Computer Science
4 1 (4.17%) Data Structures
4 1 (4.17%) Management Information System
4 1 (4.17%) NHS
4 1 (4.17%) User Experience
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 13 (54.17%) Agile Software Development
2 12 (50.00%) TDD
3 9 (37.50%) Business Intelligence
4 8 (33.33%) Scrum
5 6 (25.00%) ETL Development
5 6 (25.00%) ITIL
6 5 (20.83%) Continuous Integration
6 5 (20.83%) Matrix Management
6 5 (20.83%) Matrix Organization
6 5 (20.83%) Trend Analysis
7 4 (16.67%) Data Transformation
7 4 (16.67%) Dependency Injection
7 4 (16.67%) MVC
7 4 (16.67%) Software Engineering
7 4 (16.67%) SOLID
7 4 (16.67%) Test Automation
8 3 (12.50%) Analytics
9 2 (8.33%) DevOps
9 2 (8.33%) Kimball Methodology
9 2 (8.33%) Predictive Analytics
Programming Languages
1 12 (50.00%) SQL
2 8 (33.33%) T-SQL
3 5 (20.83%) C#
4 4 (16.67%) Java
4 4 (16.67%) JavaScript
5 1 (4.17%) TypeScript
Qualifications
1 3 (12.50%) Degree
2 2 (8.33%) Microsoft Certification
3 1 (4.17%) MCSA
3 1 (4.17%) MCT
3 1 (4.17%) Numerate Degree
Vendors
1 9 (37.50%) Microsoft
2 4 (16.67%) Talend
2 4 (16.67%) WSO2
3 1 (4.17%) Alteryx
3 1 (4.17%) IBM
3 1 (4.17%) SAP
3 1 (4.17%) Tableau
Northampton, Northamptonshire
Emponics Ltd
Salary: ££excllent +15% bonus +health, pension etc etc
Posted: 2 days ago