Period
to 16 December 2018

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 6 months to 16 December 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Northamptonshire > Northampton
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 77 64 87
Rank change year-on-year -13 +23 +4
Permanent jobs citing ETL 12 14 13
As % of all permanent IT jobs advertised in Northampton 1.51% 2.01% 1.34%
As % of the Processes & Methodologies category 1.62% 2.13% 1.45%
Number of salaries quoted 6 5 7
Northampton median annual salary £56,500 £31,000 £50,000
Median salary % change year-on-year +82.26% -38.00% -6.98%
10th Percentile £49,375 £30,500 £39,750
90th Percentile £61,875 £52,000 £56,250
Northamptonshire median annual salary £57,500 £28,000 £50,000
% change year-on-year +105.36% -44.00% -

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

All Process and Methodology Skills
Northampton
Permanent vacancies with a requirement for process or methodology skills 740 656 895
As % of all permanent IT jobs advertised in Northampton 93.08% 94.25% 92.27%
Number of salaries quoted 517 489 555
Northampton median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,000 £21,250 £25,500
90th Percentile £62,500 £65,000 £60,000
Northamptonshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

ETL
Job Vacancy Trend in Northampton

Job postings citing ETL as a percentage of all IT jobs advertised in Northampton.

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 6 months to 16 December 2018.

Salary histogram for ETL in Northampton

For the 6 months to 16 December 2018, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Northampton region with a requirement for ETL.

1 7 (58.33%) Java
1 7 (58.33%) Business Intelligence
2 5 (41.67%) Finance
2 5 (41.67%) Hadoop
3 4 (33.33%) Big Data
3 4 (33.33%) Risk Management
3 4 (33.33%) Teradata
4 3 (25.00%) SQL Server Reporting Services
4 3 (25.00%) Use Case
4 3 (25.00%) SQL
4 3 (25.00%) Oracle
4 3 (25.00%) Data Engineering
5 2 (16.67%) ETL Development
5 2 (16.67%) Power BI
5 2 (16.67%) Analytical Skills
5 2 (16.67%) SQL Server 2012
5 2 (16.67%) Analytics
5 2 (16.67%) Open Source
5 2 (16.67%) Visualisation
5 2 (16.67%) Team Foundation Server
5 2 (16.67%) SQL Server Analysis Services
5 2 (16.67%) Dimensional Modelling
5 2 (16.67%) SQL Server
5 2 (16.67%) .NET
5 2 (16.67%) PL/SQL
5 2 (16.67%) C#
5 2 (16.67%) SAS
5 2 (16.67%) Microsoft
5 2 (16.67%) SQL Server Integration Services
5 2 (16.67%) Retail

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 2 (16.67%) SAS
Database & Business Intelligence
1 5 (41.67%) Hadoop
2 4 (33.33%) Big Data
3 3 (25.00%) SQL Server Reporting Services
4 2 (16.67%) Power BI
4 2 (16.67%) SQL Server
4 2 (16.67%) SQL Server 2012
4 2 (16.67%) SQL Server Analysis Services
4 2 (16.67%) SQL Server Integration Services
5 1 (8.33%) Base SAS
5 1 (8.33%) Data Warehouse
5 1 (8.33%) Impala
5 1 (8.33%) Oracle BI EE
5 1 (8.33%) Pentaho
5 1 (8.33%) SAS EBI
5 1 (8.33%) SAS Enterprise Guide
Development Applications
1 2 (16.67%) Team Foundation Server
General
1 5 (41.67%) Finance
2 2 (16.67%) Retail
3 1 (8.33%) Banking
Job Titles
1 5 (41.67%) Developer
2 4 (33.33%) Designer
3 3 (25.00%) Business Intelligence Developer
3 3 (25.00%) Solutions Designer
4 2 (16.67%) ETL Developer
4 2 (16.67%) Senior Business Intelligence Developer
4 2 (16.67%) Senior Developer
5 1 (8.33%) Analyst
5 1 (8.33%) Architect
5 1 (8.33%) Big Data Engineer
5 1 (8.33%) Data Engineer
5 1 (8.33%) ETL Designer
5 1 (8.33%) Java Engineer
5 1 (8.33%) Report Analyst
5 1 (8.33%) SAS Analyst
5 1 (8.33%) SAS Architect
5 1 (8.33%) Software Designer
5 1 (8.33%) Solutions Architect
5 1 (8.33%) SQL Analyst
5 1 (8.33%) SQL Reporting Analyst
Libraries, Frameworks & Software Standards
1 2 (16.67%) .NET
2 1 (8.33%) RESTful
2 1 (8.33%) XML
Miscellaneous
1 2 (16.67%) Analytical Skills
2 1 (8.33%) Credit Risk
Processes & Methodologies
1 7 (58.33%) Business Intelligence
2 4 (33.33%) Risk Management
3 3 (25.00%) Data Engineering
3 3 (25.00%) Use Case
4 2 (16.67%) Analytics
4 2 (16.67%) Dimensional Modelling
4 2 (16.67%) ETL Development
4 2 (16.67%) Multichannel Retail
4 2 (16.67%) Open Source
4 2 (16.67%) Visualisation
5 1 (8.33%) Agile Software Development
5 1 (8.33%) Credit Risk Management
5 1 (8.33%) Data Management
5 1 (8.33%) Data Modelling
5 1 (8.33%) Data Science
5 1 (8.33%) Data Visualisation
5 1 (8.33%) Line Management
5 1 (8.33%) Problem-Solving
5 1 (8.33%) SDLC
5 1 (8.33%) Stress Testing
Programming Languages
1 7 (58.33%) Java
2 3 (25.00%) SQL
3 2 (16.67%) C#
3 2 (16.67%) PL/SQL
Quality Assurance & Compliance
1 1 (8.33%) Basel III
1 1 (8.33%) COREP
1 1 (8.33%) CRD IV
1 1 (8.33%) Data Quality
Systems Management
1 1 (8.33%) Control-M
Vendors
1 4 (33.33%) Teradata
2 3 (25.00%) Oracle
3 2 (16.67%) Microsoft
4 1 (8.33%) Ab Initio
4 1 (8.33%) Informatica
4 1 (8.33%) Tableau