Period
to 29 May 2020

The following table provides summary statistics for permanent job vacancies advertised in Milton Keynes 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 29 May 2020 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Buckinghamshire > Milton Keynes
6 months to
29 May 2020
Same period 2019 Same period 2018
Rank 63 95 92
Rank change year-on-year +32 -3 -4
Permanent jobs citing ETL 18 20 27
As % of all permanent jobs advertised in Milton Keynes 2.14% 1.28% 1.70%
As % of the Processes & Methodologies category 2.29% 1.37% 1.80%
Number of salaries quoted 19 18 24
Median annual salary £70,000 £45,000 £42,500
Median salary % change year-on-year +55.56% +5.88% -39.29%
10th Percentile £41,400 £35,575 £27,500
90th Percentile £83,500 £58,625 £49,250
Buckinghamshire median annual salary £65,000 £45,000 £45,000
% change year-on-year +44.44% - -28.00%

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 Milton Keynes with a requirement for process or methodology skills.

All Process and Methodology Skills
Milton Keynes
Permanent vacancies with a requirement for process or methodology skills 787 1,455 1,498
As % of all permanent IT jobs advertised in Milton Keynes 93.58% 93.33% 94.51%
Number of salaries quoted 643 1,044 1,207
Median annual salary £52,500 £46,000 £45,000
Median salary % change year-on-year +14.13% +2.22% -
10th Percentile £31,750 £27,500 £26,750
90th Percentile £77,500 £67,990 £62,500
Buckinghamshire median annual salary £52,500 £46,000 £45,000
% change year-on-year +14.13% +2.22% +3.45%

ETL
Job Vacancy Trend in Milton Keynes

Job postings citing ETL as a proportion of all IT jobs advertised in Milton Keynes.

Job vacancy trend for ETL in Milton Keynes

ETL
Salary Trend in Milton Keynes

3-month moving average salary quoted in jobs citing ETL in Milton Keynes.

Salary trend for ETL in Milton Keynes

ETL
Salary Histogram in Milton Keynes

Salary distribution for jobs citing ETL in Milton Keynes over the 6 months to 29 May 2020.

Salary histogram for ETL in Milton Keynes

For the 6 months to 29 May 2020, 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 Milton Keynes region with a requirement for ETL.

1 15 (83.33%) Finance
2 14 (77.78%) SQL
3 13 (72.22%) PaaS
3 13 (72.22%) IaaS
4 11 (61.11%) SQL Server
5 9 (50.00%) Web Services
5 9 (50.00%) Business Intelligence
5 9 (50.00%) Azure
6 8 (44.44%) Continuous Integration
6 8 (44.44%) Git (software)
6 8 (44.44%) JSON
6 8 (44.44%) Node.js
6 8 (44.44%) Cucumber
6 8 (44.44%) Jenkins
6 8 (44.44%) Elasticsearch
6 8 (44.44%) DevOps
6 8 (44.44%) Microservices
6 8 (44.44%) GitLab
6 8 (44.44%) SonarQube
6 8 (44.44%) Spring Boot
6 8 (44.44%) Jitterbit
6 8 (44.44%) API Development
6 8 (44.44%) git-flow
6 8 (44.44%) Spring Cloud
6 8 (44.44%) SOAP
6 8 (44.44%) WSDL
6 8 (44.44%) J2EE
6 8 (44.44%) SOA
6 8 (44.44%) XML
6 8 (44.44%) DB2

ETL
Co-occurring IT Skills in Milton Keynes 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 (44.44%) Elasticsearch
2 1 (5.56%) SAS
2 1 (5.56%) SharePoint
Applications
1 2 (11.11%) Microsoft Excel
1 2 (11.11%) Microsoft Office
Business Applications
1 1 (5.56%) Cognos TM1
1 1 (5.56%) SAP ERP
Cloud Services
1 13 (72.22%) IaaS
1 13 (72.22%) PaaS
2 9 (50.00%) Azure
3 5 (27.78%) SaaS
4 4 (22.22%) iPaaS
4 4 (22.22%) Power Platform
5 2 (11.11%) AWS
6 1 (5.56%) GCP
6 1 (5.56%) Google Sheets
Database & Business Intelligence
1 11 (61.11%) SQL Server
2 8 (44.44%) DB2
3 4 (22.22%) Data Warehouse
3 4 (22.22%) Power BI
4 3 (16.67%) SQL Server Integration Services
5 2 (11.11%) MS Access
5 2 (11.11%) SQL Server Reporting Services
6 1 (5.56%) Azure SQL Database
6 1 (5.56%) BigQuery
6 1 (5.56%) BusinessObjects
6 1 (5.56%) Enterprise Data Warehouse
6 1 (5.56%) Hadoop
6 1 (5.56%) MySQL
6 1 (5.56%) SAP BW
Development Applications
1 8 (44.44%) Cucumber
1 8 (44.44%) Git (software)
1 8 (44.44%) git-flow
1 8 (44.44%) GitLab
1 8 (44.44%) Jenkins
1 8 (44.44%) SonarQube
General
1 15 (83.33%) Finance
2 8 (44.44%) Financial Institution
3 4 (22.22%) Legal
4 1 (5.56%) Automotive
4 1 (5.56%) Marketing
Job Titles
1 11 (61.11%) Developer
2 5 (27.78%) Business Intelligence Manager
3 4 (22.22%) Data Manager
3 4 (22.22%) Senior Developer
4 2 (11.11%) Business Intelligence Developer
5 1 (5.56%) Analyst
5 1 (5.56%) Business Developer
5 1 (5.56%) Business Systems Analyst
5 1 (5.56%) Data Programmer
5 1 (5.56%) Data Scientist
5 1 (5.56%) Data Warehouse Developer
5 1 (5.56%) Programmer
5 1 (5.56%) Senior Data Scientist
5 1 (5.56%) SQL Developer
5 1 (5.56%) SQL Programmer
5 1 (5.56%) SQL Server Data Warehouse Developer
5 1 (5.56%) SQL Server Developer
5 1 (5.56%) Systems Analyst
Libraries, Frameworks & Software Standards
1 9 (50.00%) Web Services
2 8 (44.44%) Hibernate
2 8 (44.44%) HTML
2 8 (44.44%) J2EE
2 8 (44.44%) JSON
2 8 (44.44%) Node.js
2 8 (44.44%) SOAP
2 8 (44.44%) Spring
2 8 (44.44%) Spring Boot
2 8 (44.44%) Spring Cloud
2 8 (44.44%) WSDL
2 8 (44.44%) XML
3 1 (5.56%) ODBC
Miscellaneous
1 2 (11.11%) Data Structures
1 2 (11.11%) Management Information System
Processes & Methodologies
1 9 (50.00%) Business Intelligence
2 8 (44.44%) Agile Software Development
2 8 (44.44%) API Development
2 8 (44.44%) Continuous Integration
2 8 (44.44%) DevOps
2 8 (44.44%) Microservices
2 8 (44.44%) MVC
2 8 (44.44%) SOA
3 7 (38.89%) Analytics
4 4 (22.22%) Programme Delivery
5 3 (16.67%) Visualisation
6 2 (11.11%) Data Analytics
6 2 (11.11%) Data Modelling
6 2 (11.11%) ERP
7 1 (5.56%) Computer Science
7 1 (5.56%) CRM
7 1 (5.56%) Data Analysis
7 1 (5.56%) Economics
7 1 (5.56%) Project Planning
7 1 (5.56%) Statistics
Programming Languages
1 14 (77.78%) SQL
2 8 (44.44%) C#
2 8 (44.44%) Java
3 1 (5.56%) Python
3 1 (5.56%) VBA
Qualifications
1 2 (11.11%) Degree
2 1 (5.56%) Master's Degree
2 1 (5.56%) PhD
Quality Assurance & Compliance
1 1 (5.56%) Data Quality
Vendors
1 8 (44.44%) Jitterbit
2 5 (27.78%) Tableau
3 3 (16.67%) Microsoft
4 2 (11.11%) Cognos
4 2 (11.11%) Google
4 2 (11.11%) IBM
4 2 (11.11%) Salesforce.com
4 2 (11.11%) Teradata
5 1 (5.56%) Foundry
5 1 (5.56%) MicroStrategy
5 1 (5.56%) Oracle
5 1 (5.56%) Palantir
5 1 (5.56%) SAP