Period
to 22 November 2019

The following table provides summary statistics for permanent job vacancies advertised in Basingstoke 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 22 November 2019 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Hampshire > Basingstoke
6 months to
22 Nov 2019
Same period 2018 Same period 2017
Rank 90 121 101
Rank change year-on-year +31 -20 -
Permanent jobs citing ETL 14 8 4
As % of all permanent IT jobs advertised in Basingstoke 1.15% 0.48% 0.35%
As % of the Processes & Methodologies category 1.24% 0.52% 0.40%
Number of salaries quoted 11 3 3
Basingstoke median annual salary £53,500 £72,500 £42,500
Median salary % change year-on-year -26.21% +70.59% -
10th Percentile £51,750 £71,250 £41,250
90th Percentile £67,500 £73,750 £54,750
Hampshire median annual salary £40,750 £50,000 £45,000
% change year-on-year -18.50% +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 Basingstoke with a requirement for process or methodology skills.

All Process and Methodology Skills
Basingstoke
Permanent vacancies with a requirement for process or methodology skills 1,132 1,527 997
As % of all permanent IT jobs advertised in Basingstoke 92.64% 91.88% 87.53%
Number of salaries quoted 884 1,166 902
Basingstoke median annual salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11% +12.50%
10th Percentile £27,500 £30,000 £32,500
90th Percentile £71,250 £72,500 £68,750
Hampshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +3.66%

ETL
Job Vacancy Trend in Basingstoke

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

Job vacancy trend for ETL in Basingstoke

ETL
Salary Trend in Basingstoke

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in Basingstoke.

Salary trend for ETL in Basingstoke

ETL
Salary Histogram in Basingstoke

The salary distribution of IT jobs citing ETL in Basingstoke over the 6 months to 22 November 2019.

Salary histogram for ETL in Basingstoke

For the 6 months to 22 November 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 Basingstoke region with a requirement for ETL.

1 11 (78.57%) SQL
2 9 (64.29%) ITIL
3 8 (57.14%) SAS
4 6 (42.86%) SLA
4 6 (42.86%) JIRA
4 6 (42.86%) Problem Management
4 6 (42.86%) ServiceNow
4 6 (42.86%) Kalman Filter
4 6 (42.86%) Line Management
4 6 (42.86%) Performance Monitoring
4 6 (42.86%) ETL Development
4 6 (42.86%) Runbook
5 4 (28.57%) Azure
5 4 (28.57%) Data Integration
5 4 (28.57%) Data Modelling
5 4 (28.57%) Oracle
6 3 (21.43%) SAP
6 3 (21.43%) Data Warehouse
6 3 (21.43%) Business Intelligence
6 3 (21.43%) Informatica
6 3 (21.43%) Management Information System
6 3 (21.43%) Agile Software Development
6 3 (21.43%) Data Management
6 3 (21.43%) Google
6 3 (21.43%) Aprimo
6 3 (21.43%) Computer Science
6 3 (21.43%) Statistics
6 3 (21.43%) Marketing
6 3 (21.43%) Degree
6 3 (21.43%) Pega

ETL
Co-occurring IT Skills in Basingstoke 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 8 (57.14%) SAS
Applications
1 1 (7.14%) Microsoft Excel
Cloud Services
1 4 (28.57%) Azure
2 3 (21.43%) AWS
2 3 (21.43%) GCP
Database & Business Intelligence
1 3 (21.43%) Data Warehouse
2 1 (7.14%) Azure SQL Database
2 1 (7.14%) Base SAS
2 1 (7.14%) Microsoft Analysis Services
2 1 (7.14%) OLAP
2 1 (7.14%) OLAP Cube
2 1 (7.14%) OLTP
2 1 (7.14%) PerformancePoint
2 1 (7.14%) Relational Database
2 1 (7.14%) SQL Server
2 1 (7.14%) SQL Server Analysis Services
2 1 (7.14%) SQL Server Integration Services
2 1 (7.14%) SQL Server Reporting Services
Development Applications
1 6 (42.86%) JIRA
General
1 3 (21.43%) Marketing
Job Titles
1 6 (42.86%) Applications Support
2 3 (21.43%) Data Manager
2 3 (21.43%) Development Manager
2 3 (21.43%) Master Data Manager
3 2 (14.29%) Developer
3 2 (14.29%) SAS Developer
4 1 (7.14%) Analyst
4 1 (7.14%) Azure Consultant
4 1 (7.14%) Consultant
4 1 (7.14%) Data Analyst
4 1 (7.14%) Data Modeller
4 1 (7.14%) Microsoft Consultant
4 1 (7.14%) Oracle Analyst
4 1 (7.14%) Senior Developer
4 1 (7.14%) Senior SAS Developer
4 1 (7.14%) SQL Server Consultant
4 1 (7.14%) Team Leader
Miscellaneous
1 3 (21.43%) Analytical Skills
1 3 (21.43%) Management Information System
2 1 (7.14%) Replication
Processes & Methodologies
1 9 (64.29%) ITIL
2 6 (42.86%) ETL Development
2 6 (42.86%) Kalman Filter
2 6 (42.86%) Line Management
2 6 (42.86%) Performance Monitoring
2 6 (42.86%) Problem Management
2 6 (42.86%) Runbook
3 4 (28.57%) Data Integration
3 4 (28.57%) Data Modelling
4 3 (21.43%) Agile Software Development
4 3 (21.43%) Business Intelligence
4 3 (21.43%) Computer Science
4 3 (21.43%) Data Development
4 3 (21.43%) Data Engineering
4 3 (21.43%) Data Management
4 3 (21.43%) Data Science
4 3 (21.43%) Dimensional Modelling
4 3 (21.43%) Master Data Management
4 3 (21.43%) Statistics
4 3 (21.43%) Waterfall
Programming Languages
1 11 (78.57%) SQL
2 1 (7.14%) T-SQL
Qualifications
1 3 (21.43%) Degree
1 3 (21.43%) Master's Degree
Quality Assurance & Compliance
1 6 (42.86%) SLA
2 3 (21.43%) Data Quality
Vendors
1 6 (42.86%) ServiceNow
2 4 (28.57%) Oracle
3 3 (21.43%) Aprimo
3 3 (21.43%) Google
3 3 (21.43%) Informatica
3 3 (21.43%) Pega
3 3 (21.43%) SAP
4 1 (7.14%) Microsoft