Period
to 23 October 2017

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 23 October 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Northamptonshire > Northampton
6 months to
23 Oct 2017
Same period 2016 Same period 2015
Rank 70 79 79
Rank change year-on-year +9 0 +30
Permanent jobs citing ETL 9 16 34
As % of all permanent IT jobs advertised in Northampton 1.24% 1.62% 2.41%
As % of the Processes & Methodologies category 1.35% 1.75% 2.65%
Number of salaries quoted 4 5 38
Northampton median annual salary £31,000 £50,000 £53,750
Median salary % change year-on-year -38.00% -6.98% -
10th Percentile £30,500 £47,500 £25,500
90th Percentile £40,950 £52,500 £70,625
Northamptonshire median annual salary £29,000 £50,000 £52,500
% change year-on-year -42.00% -4.76% -2.33%

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 668 914 1281
As % of all permanent IT jobs advertised in Northampton 91.88% 92.60% 90.98%
Number of salaries quoted 495 581 1152
Northampton median annual salary £40,000 £40,000 £42,500
Median salary % change year-on-year - -5.88% +11.84%
10th Percentile £22,350 £25,500 £24,775
90th Percentile £58,750 £60,000 £59,041
Northamptonshire median annual salary £40,000 £40,000 £42,500
% change year-on-year - -5.88% +8.97%

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

For the 6 months to 23 October 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 7 (77.78%) SQL
2 6 (66.67%) Business Intelligence
3 5 (55.56%) Tableau
4 4 (44.44%) SQL Server Integration Services
4 4 (44.44%) Data Warehouse
4 4 (44.44%) Agile Software Development
4 4 (44.44%) Analytical Skills
5 3 (33.33%) User Experience
5 3 (33.33%) Alteryx
5 3 (33.33%) Multichannel Retail
5 3 (33.33%) Software Engineering
5 3 (33.33%) Retail
5 3 (33.33%) Scrum
5 3 (33.33%) SQL Server
5 3 (33.33%) Migration
5 3 (33.33%) Data Migration
5 3 (33.33%) Visualisation
5 3 (33.33%) Analytics
6 2 (22.22%) Talend
6 2 (22.22%) Business Analytics
6 2 (22.22%) BigQuery
6 2 (22.22%) Google Cloud Platform
6 2 (22.22%) Talend Open Studio
6 2 (22.22%) Google
6 2 (22.22%) Enterprise Architecture
6 2 (22.22%) Microsoft
6 2 (22.22%) BusinessObjects
6 2 (22.22%) SPSS
6 2 (22.22%) ERP
6 2 (22.22%) SAS

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 (22.22%) SAS
Applications
1 2 (22.22%) SPSS
2 1 (11.11%) Microsoft Excel
Cloud Services
1 2 (22.22%) Google Cloud Platform
2 1 (11.11%) Amazon AWS
Database & Business Intelligence
1 4 (44.44%) Data Warehouse
1 4 (44.44%) SQL Server Integration Services
2 3 (33.33%) SQL Server
3 2 (22.22%) BigQuery
3 2 (22.22%) BusinessObjects
4 1 (11.11%) OLAP
4 1 (11.11%) Power BI
4 1 (11.11%) SQL Server Analysis Services
4 1 (11.11%) SQL Server Reporting Services
Development Applications
1 2 (22.22%) Talend Open Studio
General
1 3 (33.33%) Retail
2 1 (11.11%) Banking
2 1 (11.11%) Retail Banking
Job Titles
1 5 (55.56%) Analyst
2 4 (44.44%) Developer
3 3 (33.33%) Business Intelligence Analyst
3 3 (33.33%) Data Warehouse Developer
4 2 (22.22%) Business Developer
4 2 (22.22%) Business Intelligence Developer
4 2 (22.22%) Data Analyst
4 2 (22.22%) SQL Developer
5 1 (11.11%) Analyst Developer
5 1 (11.11%) Data Quality Analyst
5 1 (11.11%) ETL Analyst
5 1 (11.11%) Java Engineer
5 1 (11.11%) Java Software Engineer
5 1 (11.11%) Quality Analyst
5 1 (11.11%) Software Engineer
5 1 (11.11%) SQL Analyst
5 1 (11.11%) SQL Data Analyst
5 1 (11.11%) SQL Server Data Warehouse Developer
5 1 (11.11%) SSAS Developer
5 1 (11.11%) SSIS Developer
Libraries, Frameworks & Software Standards
1 1 (11.11%) JSON
1 1 (11.11%) MDX
1 1 (11.11%) XML
1 1 (11.11%) XSD
1 1 (11.11%) XSLT
Miscellaneous
1 4 (44.44%) Analytical Skills
2 3 (33.33%) User Experience
3 1 (11.11%) Computer Science
3 1 (11.11%) Data Structures
3 1 (11.11%) Greenfield Project
3 1 (11.11%) Management Information System
Processes & Methodologies
1 6 (66.67%) Business Intelligence
2 4 (44.44%) Agile Software Development
3 3 (33.33%) Analytics
3 3 (33.33%) Data Migration
3 3 (33.33%) Migration
3 3 (33.33%) Multichannel Retail
3 3 (33.33%) Scrum
3 3 (33.33%) Software Engineering
3 3 (33.33%) Visualisation
4 2 (22.22%) Business Analytics
4 2 (22.22%) Enterprise Architecture
4 2 (22.22%) ERP
5 1 (11.11%) Continuous Integration
5 1 (11.11%) Data Analysis
5 1 (11.11%) Economics
5 1 (11.11%) Mathematics
5 1 (11.11%) Operations Research
5 1 (11.11%) Statistics
5 1 (11.11%) TDD
5 1 (11.11%) Time Management
Programming Languages
1 7 (77.78%) SQL
2 1 (11.11%) C
2 1 (11.11%) Java
Qualifications
1 1 (11.11%) Degree
1 1 (11.11%) Numerate Degree
Quality Assurance & Compliance
1 1 (11.11%) Data Quality
Vendors
1 5 (55.56%) Tableau
2 3 (33.33%) Alteryx
3 2 (22.22%) Google
3 2 (22.22%) Microsoft
3 2 (22.22%) Talend
4 1 (11.11%) WSO2