Period
to 19 April 2019

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 19 April 2019 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Northamptonshire > Northampton
6 months to
19 Apr 2019
Same period 2018 Same period 2017
Rank 55 72 56
Rank change year-on-year +17 -16 +33
Permanent jobs citing ETL 15 12 31
As % of all permanent IT jobs advertised in Northampton 2.25% 1.47% 3.58%
As % of the Processes & Methodologies category 2.49% 1.57% 3.89%
Number of salaries quoted 4 5 30
Northampton median annual salary £50,000 £55,000 £45,000
Median salary % change year-on-year -9.09% +22.22% +50.00%
10th Percentile £39,250 £42,500 £35,000
90th Percentile £56,250 £56,500 £56,250
Northamptonshire median annual salary £50,000 £55,000 £45,000
% change year-on-year -9.09% +22.22% +12.50%

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 602 766 797
As % of all permanent IT jobs advertised in Northampton 90.25% 93.64% 92.14%
Number of salaries quoted 363 620 616
Northampton median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £26,250 £26,000
90th Percentile £72,000 £62,500 £57,500
Northamptonshire median annual salary £43,500 £42,500 £42,500
% change year-on-year +2.35% - +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 19 April 2019.

Salary histogram for ETL in Northampton

For the 6 months to 19 April 2019, 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 14 (93.33%) Finance
2 9 (60.00%) Banking
2 9 (60.00%) Hadoop
3 8 (53.33%) Risk Management
4 7 (46.67%) Ab Initio
5 6 (40.00%) SQL
5 6 (40.00%) Data Modelling
5 6 (40.00%) Business Intelligence
5 6 (40.00%) Credit Risk
5 6 (40.00%) Big Data
6 5 (33.33%) Data Transformation
6 5 (33.33%) Relational Database
7 4 (26.67%) CRD IV
7 4 (26.67%) COREP
7 4 (26.67%) Impala
7 4 (26.67%) Basel III
7 4 (26.67%) Credit Risk Management
7 4 (26.67%) Stress Testing
7 4 (26.67%) Informatica
7 4 (26.67%) SAS
7 4 (26.67%) Data Warehouse
7 4 (26.67%) SQL Server Reporting Services
8 3 (20.00%) Data Analysis
8 3 (20.00%) Investment Banking
8 3 (20.00%) SQL Server
8 3 (20.00%) RDBMS
8 3 (20.00%) Wealth Management
8 3 (20.00%) Kafka
8 3 (20.00%) Data Structures
9 2 (13.33%) Innovative Thinking

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 4 (26.67%) SAS
Database & Business Intelligence
1 9 (60.00%) Hadoop
2 6 (40.00%) Big Data
3 5 (33.33%) Relational Database
4 4 (26.67%) Data Warehouse
4 4 (26.67%) Impala
4 4 (26.67%) SQL Server Reporting Services
5 3 (20.00%) RDBMS
5 3 (20.00%) SQL Server
6 2 (13.33%) SQL Server Integration Services
7 1 (6.67%) Oracle BI EE
7 1 (6.67%) Pentaho
General
1 14 (93.33%) Finance
2 9 (60.00%) Banking
3 3 (20.00%) Investment Banking
4 2 (13.33%) Billing
4 2 (13.33%) Front Office
4 2 (13.33%) Games
4 2 (13.33%) Retail
4 2 (13.33%) Telecoms
Job Titles
1 4 (26.67%) Architect
1 4 (26.67%) SAS Architect
1 4 (26.67%) Solutions Architect
2 3 (20.00%) Analyst
2 3 (20.00%) Database Designer
2 3 (20.00%) Designer
2 3 (20.00%) Developer
2 3 (20.00%) ETL Designer
2 3 (20.00%) Solutions Designer
3 2 (13.33%) Business Analyst
3 2 (13.33%) ETL Developer
3 2 (13.33%) Information Manager
3 2 (13.33%) Insight Manager
3 2 (13.33%) MI Manager
4 1 (6.67%) Business Intelligence Developer
4 1 (6.67%) Data Analyst
Libraries, Frameworks & Software Standards
1 3 (20.00%) Kafka
2 2 (13.33%) XML
3 1 (6.67%) RESTful
Miscellaneous
1 6 (40.00%) Credit Risk
2 3 (20.00%) Data Structures
3 2 (13.33%) Analytical Skills
3 2 (13.33%) Management Information System
Processes & Methodologies
1 8 (53.33%) Risk Management
2 6 (40.00%) Business Intelligence
2 6 (40.00%) Data Modelling
3 5 (33.33%) Data Transformation
4 4 (26.67%) Credit Risk Management
4 4 (26.67%) Stress Testing
5 3 (20.00%) Data Analysis
5 3 (20.00%) Wealth Management
6 2 (13.33%) Analytics
6 2 (13.33%) Business Analysis
6 2 (13.33%) Customer Insight
6 2 (13.33%) Data Engineering
6 2 (13.33%) Data Protection
6 2 (13.33%) ETL Development
6 2 (13.33%) Logical Data Model
6 2 (13.33%) Proactive Monitoring
6 2 (13.33%) Project Management
6 2 (13.33%) SDLC
6 2 (13.33%) Use Case
6 2 (13.33%) Virtual Environments
Programming Languages
1 6 (40.00%) SQL
2 2 (13.33%) Java
Quality Assurance & Compliance
1 4 (26.67%) Basel III
1 4 (26.67%) COREP
1 4 (26.67%) CRD IV
2 1 (6.67%) QA
Systems Management
1 1 (6.67%) Control-M
Vendors
1 7 (46.67%) Ab Initio
2 4 (26.67%) Informatica
3 2 (13.33%) Oracle
4 1 (6.67%) Tableau