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

Extract, Transform and Load (ETL)
East Midlands / Northamptonshire
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 46 57 60
Rank change year-on-year +11 +3  
Permanent jobs citing ETL 22 16 28
As % of all permanent IT jobs advertised in Northamptonshire 3.79% 2.21% 3.06%
As % of the Processes & Methodologies category 4.14% 2.36% 3.45%
Number of salaries quoted 20 8 28
Median salary £35,500 £50,000 £47,500
Median salary % change year-on-year -29.00% +5.26%  
90% offered a salary of more than £29,000 £45,000 £26,500
10% offered a salary of more than £42,750 £50,000 £68,250
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 532 679 812
As % of all permanent IT job vacancies advertised in Northamptonshire 91.72% 93.66% 88.74%
Number of salaries quoted 441 484 709
Median salary £40,000 £40,000 £45,000
Median salary % change year-on-year - -11.11%  
90% offered a salary of more than £27,500 £30,000 £32,500
10% offered a salary of more than £57,500 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 28 June 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 28 June 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
Wellingborough - 12 £35,250 - 1
Northampton +5 9 £40,000 -20.00% 1
ETL
East Midlands

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

1 29 (63.04%) Data Warehouse
2 28 (60.87%) SQL
2 28 (60.87%) SQL Server Analysis Services
3 25 (54.35%) SQL Server Integration Services
4 24 (52.17%) Business Intelligence
5 22 (47.83%) Analytical Skills
6 21 (45.65%) ITIL
7 19 (41.30%) OLAP
8 18 (39.13%) SQL Server
8 18 (39.13%) Java
9 17 (36.96%) HTML
10 16 (34.78%) Data Modelling
11 14 (30.43%) Data Mining
11 14 (30.43%) OLTP
11 14 (30.43%) UML
11 14 (30.43%) Business Process Analysis
12 12 (26.09%) Agile Software Development
12 12 (26.09%) TDD
12 12 (26.09%) SQL Server Reporting Services
13 11 (23.91%) Greenfield Project
14 10 (21.74%) Microsoft
15 9 (19.57%) T-SQL
16 8 (17.39%) SAP
16 8 (17.39%) SAP PI
16 8 (17.39%) Continuous Improvement
17 7 (15.22%) Systems Analysis
17 7 (15.22%) SAP ALE
17 7 (15.22%) JSON
17 7 (15.22%) SAP XI
17 7 (15.22%) Scrum

ETL
Co-occurring 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 (2.17%) BizTalk Server
1 1 (2.17%) JBoss
Applications
1 2 (4.35%) Microsoft Excel
Cloud Services
1 1 (2.17%) Microsoft Azure
Communications & Networking
1 5 (10.87%) SAN
2 1 (2.17%) HTTP
Database & Business Intelligence
1 29 (63.04%) Data Warehouse
2 28 (60.87%) SQL Server Analysis Services
3 25 (54.35%) SQL Server Integration Services
4 19 (41.30%) OLAP
5 18 (39.13%) SQL Server
6 14 (30.43%) Data Mining
6 14 (30.43%) OLTP
7 12 (26.09%) SQL Server Reporting Services
8 7 (15.22%) Power BI
9 3 (6.52%) Blockchain
9 3 (6.52%) SQL Server 2016
10 2 (4.35%) PowerPivot
10 2 (4.35%) SQL Server 2008
10 2 (4.35%) SQL Server 2012
10 2 (4.35%) Star Schema
11 1 (2.17%) Big Data
11 1 (2.17%) Enterprise Data Warehouse
11 1 (2.17%) QlikView
11 1 (2.17%) SQL Server 2014
Development Applications
1 4 (8.70%) Talend Open Studio
2 3 (6.52%) AppVeyor
2 3 (6.52%) Git (software)
2 3 (6.52%) Jenkins
2 3 (6.52%) Mercurial
3 1 (2.17%) MSTest
3 1 (2.17%) SpecFlow
3 1 (2.17%) Team Foundation Server
General
1 3 (6.52%) Finance
2 2 (4.35%) Advertising
2 2 (4.35%) Banking
3 1 (2.17%) Investment Banking
3 1 (2.17%) Retail
3 1 (2.17%) Retail Banking
Job Titles
1 26 (56.52%) Developer
2 17 (36.96%) SQL Developer
3 16 (34.78%) Analyst
4 15 (32.61%) Business Intelligence Developer
5 12 (26.09%) SQL BI Developer
6 8 (17.39%) Business Intelligence Analyst
6 8 (17.39%) Data Analyst
7 7 (15.22%) Analyst Developer
7 7 (15.22%) Business Intelligence Data Analyst
7 7 (15.22%) Data Warehouse Developer
7 7 (15.22%) Developer Analyst
7 7 (15.22%) SAP Analyst
7 7 (15.22%) SQL Analyst
7 7 (15.22%) SQL Data Analyst
8 5 (10.87%) Administrator
8 5 (10.87%) DBA
8 5 (10.87%) Senior DBA
8 5 (10.87%) Senior SQL DBA
8 5 (10.87%) SQL DBA
9 4 (8.70%) Software Engineer
Libraries, Frameworks & Software Standards
1 17 (36.96%) HTML
2 8 (17.39%) SAP PI
3 7 (15.22%) JSON
3 7 (15.22%) SAP ALE
3 7 (15.22%) SAP Smart Forms
3 7 (15.22%) SAP XI
4 5 (10.87%) .NET
4 5 (10.87%) MDX
4 5 (10.87%) XML
5 4 (8.70%) XSD
5 4 (8.70%) XSLT
6 3 (6.52%) .NET Framework
6 3 (6.52%) AngularJS
6 3 (6.52%) ASP.NET MVC
6 3 (6.52%) Entity Framework
6 3 (6.52%) HTML5
6 3 (6.52%) LESS
6 3 (6.52%) LINQ
6 3 (6.52%) Ninject
6 3 (6.52%) RESTful
Miscellaneous
1 22 (47.83%) Analytical Skills
2 11 (23.91%) Greenfield Project
3 5 (10.87%) Clustering
4 3 (6.52%) Bitcoin
4 3 (6.52%) Fintech
5 1 (2.17%) Computer Science
5 1 (2.17%) Data Structures
5 1 (2.17%) Mainframe
5 1 (2.17%) Management Information System
5 1 (2.17%) NHS
5 1 (2.17%) User Experience
Operating Systems
1 1 (2.17%) MVS
1 1 (2.17%) Windows
1 1 (2.17%) Windows Server
1 1 (2.17%) Windows Server 2008
1 1 (2.17%) Windows Server 2012
Processes & Methodologies
1 24 (52.17%) Business Intelligence
2 21 (45.65%) ITIL
3 16 (34.78%) Data Modelling
4 14 (30.43%) Business Process Analysis
4 14 (30.43%) UML
5 12 (26.09%) Agile Software Development
5 12 (26.09%) TDD
6 8 (17.39%) Continuous Improvement
7 7 (15.22%) Scrum
7 7 (15.22%) Systems Analysis
8 6 (13.04%) ETL Development
8 6 (13.04%) Trend Analysis
9 5 (10.87%) Continuous Integration
9 5 (10.87%) Matrix Management
9 5 (10.87%) Matrix Organization
9 5 (10.87%) Test Automation
10 4 (8.70%) Analytics
10 4 (8.70%) Software Engineering
11 3 (6.52%) Data Transformation
11 3 (6.52%) Dependency Injection
Programming Languages
1 28 (60.87%) SQL
2 18 (39.13%) Java
3 9 (19.57%) T-SQL
4 7 (15.22%) ABAP
4 7 (15.22%) SAPscript
5 4 (8.70%) C#
6 3 (6.52%) JavaScript
7 1 (2.17%) Data Analysis Expressions (DAX)
7 1 (2.17%) JCL
7 1 (2.17%) TypeScript
Qualifications
1 3 (6.52%) Degree
2 2 (4.35%) Microsoft Certification
3 1 (2.17%) MCSA
3 1 (2.17%) MCT
3 1 (2.17%) Numerate Degree
Vendors
1 10 (21.74%) Microsoft
2 8 (17.39%) SAP
3 4 (8.70%) Talend
3 4 (8.70%) WSO2
4 1 (2.17%) Ab Initio
4 1 (2.17%) Alteryx
4 1 (2.17%) IBM
4 1 (2.17%) Oracle
4 1 (2.17%) Tableau
Northampton, Northamptonshire
Emponics Ltd
Salary: ££excllent +15% bonus +health, pension etc etc
Posted: 18 hours ago
Wellingborough, Northamptonshire
Latcom Ltd
Salary: From £25,000 to £25,000 per annum + Training + Excellent Pension + Ben
Posted: 2 days ago