The following table provides summary statistics for permanent job vacancies advertised in Northamptonshire 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 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
East Midlands / Northamptonshire
Rank 36 65 35
Rank change year-on-year +29 -30  
Permanent jobs citing ETL 23 18 44
As % of all permanent IT jobs advertised in Northamptonshire 4.20% 2.46% 6.09%
As % of the Processes & Methodologies category 4.80% 2.76% 6.89%
Number of salaries quoted 23 12 42
Median salary £45,000 £40,000 £51,250
Median salary % change year-on-year +12.50% -21.95%  
90% offered a salary of more than £38,000 £30,000 £42,500
10% offered a salary of more than £52,500 £50,000 £67,000
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 Northamptonshire with a requirement for process and methodology skills.

Process & Methodology Skills
Northamptonshire
Permanent job vacancies with a requirement for process and methodology skills 479 651 639
As % of all permanent IT job vacancies advertised in Northamptonshire 87.57% 88.93% 88.50%
Number of salaries quoted 405 475 567
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 £27,500 £30,000 £32,500
10% offered a salary of more than £55,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Northamptonshire

The job posting trend of jobs advertised in Northamptonshire 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 Northamptonshire

ETL
Salary Trend in Northamptonshire

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

Salary trend for ETL in Northamptonshire

ETL
Salary Histogram in Northamptonshire

The salary distribution of IT jobs citing ETL in Northamptonshire over the 3 months to 22 March 2017.

Salary histogram for ETL in Northamptonshire

ETL
Job Locations in Northamptonshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Northamptonshire region over the 3 months to 22 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northampton +21 14 £45,000 +50.00% 1
Wellingborough - 1 £33,000 - 1
ETL
East Midlands

ETL
Top 30 Related IT Skills in Northamptonshire

For the 6 months to 22 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 Northamptonshire region with a requirement for ETL.

1 28 (50.00%) Data Warehouse
2 24 (42.86%) SQL Server
3 22 (39.29%) Analytical Skills
4 21 (37.50%) SQL
5 19 (33.93%) SAP
5 19 (33.93%) SAP PI
6 18 (32.14%) SQL Server Analysis Services
6 18 (32.14%) Systems Analysis
6 18 (32.14%) SAP ALE
6 18 (32.14%) ABAP
6 18 (32.14%) SAPscript
6 18 (32.14%) SAP Smart Forms
6 18 (32.14%) SAP XI
6 18 (32.14%) Continuous Improvement
7 17 (30.36%) Microsoft
8 16 (28.57%) Agile Software Development
8 16 (28.57%) TDD
9 15 (26.79%) SQL Server Integration Services
10 13 (23.21%) Business Intelligence
11 11 (19.64%) T-SQL
11 11 (19.64%) SQL Server Reporting Services
12 10 (17.86%) Oracle
12 10 (17.86%) MS Excel
13 9 (16.07%) PL/SQL
13 9 (16.07%) Scrum
13 9 (16.07%) Continuous Integration
13 9 (16.07%) Performance Tuning
13 9 (16.07%) SDLC
14 8 (14.29%) SQL Server 2016
14 8 (14.29%) JSON

ETL
Top Related IT Skills in Northamptonshire 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 (1.79%) BizTalk Server
1 1 (1.79%) JBoss
1 1 (1.79%) SAS
1 1 (1.79%) WebSphere
Applications
1 10 (17.86%) MS Excel
Cloud Services
1 1 (1.79%) Microsoft Azure
Communications & Networking
1 5 (8.93%) SAN
2 1 (1.79%) HTTP
Database & Business Intelligence
1 28 (50.00%) Data Warehouse
2 24 (42.86%) SQL Server
3 18 (32.14%) SQL Server Analysis Services
4 15 (26.79%) SQL Server Integration Services
5 11 (19.64%) SQL Server Reporting Services
6 8 (14.29%) SQL Server 2016
7 6 (10.71%) Microsoft Analysis Services
7 6 (10.71%) Power BI
8 5 (8.93%) Blockchain
9 4 (7.14%) QlikView
10 3 (5.36%) SQL Server 2008
11 2 (3.57%) Enterprise Data Warehouse
11 2 (3.57%) OLAP
11 2 (3.57%) PowerPivot
11 2 (3.57%) SQL Server 2012
12 1 (1.79%) Big Data
12 1 (1.79%) Microsoft Power View
12 1 (1.79%) Qlik Sense
12 1 (1.79%) Relational Database
12 1 (1.79%) SQL Server 2014
Development Applications
1 7 (12.50%) MSTest
1 7 (12.50%) SpecFlow
2 5 (8.93%) AppVeyor
2 5 (8.93%) Git (software)
2 5 (8.93%) Jenkins
2 5 (8.93%) Mercurial
3 3 (5.36%) Talend Open Studio
General
1 6 (10.71%) Legal
2 5 (8.93%) Finance
Job Titles
1 26 (46.43%) Developer
2 21 (37.50%) Analyst
3 18 (32.14%) SAP Analyst
4 9 (16.07%) Database Developer
5 8 (14.29%) Data Warehouse Developer
6 5 (8.93%) .NET Developer
6 5 (8.93%) Administrator
6 5 (8.93%) ASP.NET Developer
6 5 (8.93%) ASP.NET MVC Developer
6 5 (8.93%) DBA
6 5 (8.93%) Senior DBA
6 5 (8.93%) Senior SQL DBA
6 5 (8.93%) SQL DBA
6 5 (8.93%) SQL Developer
7 3 (5.36%) PL/SQL Developer
7 3 (5.36%) Senior Data Warehouse Developer
7 3 (5.36%) Senior Developer
7 3 (5.36%) Software Engineer
7 3 (5.36%) Software Integration Engineer
7 3 (5.36%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 19 (33.93%) SAP PI
2 18 (32.14%) SAP ALE
2 18 (32.14%) SAP Smart Forms
2 18 (32.14%) SAP XI
3 8 (14.29%) .NET
3 8 (14.29%) JSON
4 7 (12.50%) MDX
5 6 (10.71%) HTML
6 5 (8.93%) .NET Framework
6 5 (8.93%) AngularJS
6 5 (8.93%) ASP.NET
6 5 (8.93%) ASP.NET MVC
6 5 (8.93%) CSS
6 5 (8.93%) Entity Framework
6 5 (8.93%) HTML5
6 5 (8.93%) LINQ
6 5 (8.93%) Ninject
6 5 (8.93%) RESTful
6 5 (8.93%) Unity DI Container
6 5 (8.93%) Web Services
Miscellaneous
1 22 (39.29%) Analytical Skills
2 5 (8.93%) Bitcoin
2 5 (8.93%) Clustering
2 5 (8.93%) Fintech
3 1 (1.79%) Data Structures
3 1 (1.79%) NHS
Operating Systems
1 1 (1.79%) Windows
1 1 (1.79%) Windows Server
1 1 (1.79%) Windows Server 2008
1 1 (1.79%) Windows Server 2012
Processes & Methodologies
1 18 (32.14%) Continuous Improvement
1 18 (32.14%) Systems Analysis
2 16 (28.57%) Agile Software Development
2 16 (28.57%) TDD
3 13 (23.21%) Business Intelligence
4 9 (16.07%) Continuous Integration
4 9 (16.07%) Performance Tuning
4 9 (16.07%) Scrum
4 9 (16.07%) SDLC
5 8 (14.29%) ITIL
6 6 (10.71%) Stakeholder Management
6 6 (10.71%) Test Automation
7 5 (8.93%) Data Transformation
7 5 (8.93%) Dependency Injection
7 5 (8.93%) Matrix Management
7 5 (8.93%) Matrix Organization
7 5 (8.93%) MVC
7 5 (8.93%) SOLID
7 5 (8.93%) Trend Analysis
8 4 (7.14%) Automated Testing
Programming Languages
1 21 (37.50%) SQL
2 18 (32.14%) ABAP
2 18 (32.14%) SAPscript
3 11 (19.64%) T-SQL
4 9 (16.07%) PL/SQL
5 6 (10.71%) C#
5 6 (10.71%) JavaScript
6 4 (7.14%) Java
7 1 (1.79%) C
7 1 (1.79%) C++
7 1 (1.79%) Data Analysis Expressions (DAX)
7 1 (1.79%) Pascal
7 1 (1.79%) PowerShell
7 1 (1.79%) TypeScript
Qualifications
1 2 (3.57%) Degree
1 2 (3.57%) Microsoft Certification
2 1 (1.79%) MCSA
2 1 (1.79%) MCT
Vendors
1 19 (33.93%) SAP
2 17 (30.36%) Microsoft
3 10 (17.86%) Oracle
4 3 (5.36%) Talend
4 3 (5.36%) WSO2
5 1 (1.79%) Cognos
5 1 (1.79%) IBM
5 1 (1.79%) Informatica
5 1 (1.79%) Tableau
5 1 (1.79%) Teradata
Northamptonshire
Nigel Frank International
Salary: £45000 per annum + unique benefits
Posted: 19 hours ago
Wellingborough, Northamptonshire
Latcom Ltd
Salary: From £33,000 to £33,000 per annum + Benefits
Posted: 5 days ago
Northamptonshire
Lawrence Harvey
Salary: £45000 - £50000 per annum
Posted: 14 days ago