Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
East Midlands > Northamptonshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 71 72 96
Rank change year-on-year +1 +24 +15
Permanent jobs citing ETL 25 43 35
As % of all permanent IT jobs advertised in Northamptonshire 2.28% 2.94% 1.87%
As % of the Processes & Methodologies category 2.56% 3.22% 2.06%
Number of salaries quoted 19 32 40
Northamptonshire median annual salary £29,000 £50,000 £51,250
Median salary % change year-on-year -42.00% -2.44% -14.58%
10th Percentile £24,500 £37,500 £25,500
90th Percentile £39,000 £53,750 £66,500
East Midlands median annual salary £40,000 £45,000 £45,000
% change year-on-year -11.11% - -

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 Northamptonshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Northamptonshire
Permanent vacancies with a requirement for process or methodology skills 976 1337 1699
As % of all permanent IT jobs advertised in Northamptonshire 89.05% 91.26% 90.57%
Number of salaries quoted 750 882 1507
Northamptonshire median annual salary £41,000 £40,000 £41,500
Median salary % change year-on-year +2.50% -3.61% +3.75%
10th Percentile £22,225 £24,250 £23,500
90th Percentile £62,500 £60,000 £56,250
East Midlands median annual salary £40,000 £42,000 £40,000
% change year-on-year -4.76% +5.00% -

ETL
Job Vacancy Trend in Northamptonshire

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

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 6 months to 23 November 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 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Wellingborough 0 16 £28,000 -30.00%
Northampton +11 9 £31,000 -38.00% 2
ETL
East Midlands

For the 6 months to 23 November 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 24 (96.00%) SQL
2 21 (84.00%) Business Intelligence
2 21 (84.00%) Analytical Skills
3 19 (76.00%) SQL Server Integration Services
4 18 (72.00%) Data Warehouse
5 17 (68.00%) Java
6 16 (64.00%) HTML
6 16 (64.00%) OLAP
6 16 (64.00%) OLTP
6 16 (64.00%) SQL Server Analysis Services
7 13 (52.00%) ITIL
8 8 (32.00%) UML
8 8 (32.00%) Data Modelling
8 8 (32.00%) Data Mining
8 8 (32.00%) Business Process Analysis
9 5 (20.00%) Retail
9 5 (20.00%) Tableau
9 5 (20.00%) Multichannel Retail
10 4 (16.00%) Talend Open Studio
10 4 (16.00%) Talend
11 3 (12.00%) Data Governance
11 3 (12.00%) Data Quality
11 3 (12.00%) Alteryx
11 3 (12.00%) Data Structures
11 3 (12.00%) Software Engineering
11 3 (12.00%) Agile Software Development
11 3 (12.00%) Data Migration
11 3 (12.00%) Migration
11 3 (12.00%) Scrum
11 3 (12.00%) User Experience

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 2 (8.00%) SAS
Applications
1 2 (8.00%) SPSS
Cloud Services
1 2 (8.00%) Google Cloud Platform
2 1 (4.00%) Amazon AWS
Database & Business Intelligence
1 19 (76.00%) SQL Server Integration Services
2 18 (72.00%) Data Warehouse
3 16 (64.00%) OLAP
3 16 (64.00%) OLTP
3 16 (64.00%) SQL Server Analysis Services
4 8 (32.00%) Data Mining
5 2 (8.00%) BigQuery
5 2 (8.00%) BusinessObjects
5 2 (8.00%) SQL Server
Development Applications
1 4 (16.00%) Talend Open Studio
General
1 5 (20.00%) Retail
Job Titles
1 19 (76.00%) Developer
2 18 (72.00%) Business Intelligence Developer
3 14 (56.00%) SQL Developer
4 13 (52.00%) SQL BI Developer
5 9 (36.00%) Junior
5 9 (36.00%) Junior Business Intelligence Developer
5 9 (36.00%) Junior Developer
5 9 (36.00%) Junior SQL Developer
6 6 (24.00%) Analyst
7 5 (20.00%) Business Developer
7 5 (20.00%) Graduate
7 5 (20.00%) Graduate Business Intelligence Developer
7 5 (20.00%) Graduate Developer
7 5 (20.00%) Graduate SQL Developer
8 3 (12.00%) Business Intelligence Analyst
8 3 (12.00%) Data Quality Analyst
8 3 (12.00%) ETL Analyst
8 3 (12.00%) Quality Analyst
8 3 (12.00%) SQL Analyst
8 3 (12.00%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 16 (64.00%) HTML
2 1 (4.00%) JSON
2 1 (4.00%) XML
2 1 (4.00%) XSD
2 1 (4.00%) XSLT
Miscellaneous
1 21 (84.00%) Analytical Skills
2 3 (12.00%) Data Structures
2 3 (12.00%) User Experience
Processes & Methodologies
1 21 (84.00%) Business Intelligence
2 13 (52.00%) ITIL
3 8 (32.00%) Business Process Analysis
3 8 (32.00%) Data Modelling
3 8 (32.00%) UML
4 5 (20.00%) Multichannel Retail
5 3 (12.00%) Agile Software Development
5 3 (12.00%) Data Governance
5 3 (12.00%) Data Migration
5 3 (12.00%) Migration
5 3 (12.00%) Scrum
5 3 (12.00%) Software Engineering
6 2 (8.00%) Analytics
6 2 (8.00%) Business Analytics
6 2 (8.00%) Enterprise Architecture
6 2 (8.00%) ERP
6 2 (8.00%) Proactive Management
6 2 (8.00%) Visualisation
7 1 (4.00%) Continuous Integration
7 1 (4.00%) Test Automation
Programming Languages
1 24 (96.00%) SQL
2 17 (68.00%) Java
3 1 (4.00%) C
Quality Assurance & Compliance
1 3 (12.00%) Data Quality
Vendors
1 5 (20.00%) Tableau
2 4 (16.00%) Talend
3 3 (12.00%) Alteryx
4 2 (8.00%) Google
4 2 (8.00%) Microsoft
5 1 (4.00%) WSO2