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 3 months to 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Buckinghamshire / Milton Keynes
Rank 62 72 86
Rank change year-on-year +10 +14  
Permanent jobs citing ETL 23 26 13
As % of all permanent IT jobs advertised in Milton Keynes 2.68% 2.55% 1.13%
As % of the Processes & Methodologies category 2.96% 2.77% 1.31%
Number of salaries quoted 19 21 10
Median salary £55,000 £50,000 £43,250
Median salary % change year-on-year +10.00% +15.60%  
90% offered a salary of more than £41,500 £32,500 £39,750
10% offered a salary of more than £90,000 £72,500 £45,000
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
Milton Keynes
Permanent job vacancies with a requirement for process and methodology skills 778 938 989
As % of all permanent IT job vacancies advertised in Milton Keynes 90.78% 91.87% 86.00%
Number of salaries quoted 630 754 755
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.55% +5.88%  
90% offered a salary of more than £34,273 £32,500 £30,000
10% offered a salary of more than £65,000 £65,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Milton Keynes

The job posting trend of jobs advertised in Milton Keynes citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Milton Keynes

ETL
Salary Trend in Milton Keynes

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

Salary trend for ETL in Milton Keynes

ETL
Salary Histogram in Milton Keynes

The salary distribution of IT jobs citing ETL in Milton Keynes over the 3 months to 22 March 2017.

Salary histogram for ETL in Milton Keynes

ETL
Top 30 Related IT Skills in Milton Keynes

For the 6 months to 22 March 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 Milton Keynes region with a requirement for ETL.

1 18 (64.29%) Business Intelligence
2 17 (60.71%) Data Warehouse
3 15 (53.57%) SQL
4 12 (42.86%) OLAP
4 12 (42.86%) SQL Server Reporting Services
5 11 (39.29%) SQL Server Integration Services
5 11 (39.29%) Data Integration
5 11 (39.29%) SQL Server
5 11 (39.29%) Microsoft
5 11 (39.29%) Analytical Skills
5 11 (39.29%) Relational Database
6 10 (35.71%) Oracle
7 9 (32.14%) Cognos
7 9 (32.14%) Disaster Recovery
8 8 (28.57%) Stakeholder Management
8 8 (28.57%) MS Excel
8 8 (28.57%) QlikView
8 8 (28.57%) SDLC
8 8 (28.57%) Analytics
8 8 (28.57%) Hadoop
8 8 (28.57%) Apache Hive
8 8 (28.57%) NoSQL
8 8 (28.57%) High Availability
8 8 (28.57%) Data Quality
8 8 (28.57%) Big Data
9 7 (25.00%) Mentoring
9 7 (25.00%) Software Engineering
9 7 (25.00%) Agile Software Development
10 6 (21.43%) Software Testing
10 6 (21.43%) Degree

ETL
Top Related 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:

Applications
1 8 (28.57%) MS Excel
Database & Business Intelligence
1 17 (60.71%) Data Warehouse
2 12 (42.86%) OLAP
2 12 (42.86%) SQL Server Reporting Services
3 11 (39.29%) Relational Database
3 11 (39.29%) SQL Server
3 11 (39.29%) SQL Server Integration Services
4 8 (28.57%) Apache Hive
4 8 (28.57%) Big Data
4 8 (28.57%) Hadoop
4 8 (28.57%) NoSQL
4 8 (28.57%) QlikView
5 6 (21.43%) MongoDB
5 6 (21.43%) MySQL
5 6 (21.43%) Pentaho
5 6 (21.43%) PostgreSQL
6 5 (17.86%) Data Lake
6 5 (17.86%) SAP Data Services
6 5 (17.86%) SQL Server 2008
7 4 (14.29%) OLTP
7 4 (14.29%) Oracle OLAP
Development Applications
1 6 (21.43%) Talend Open Studio
General
1 5 (17.86%) German Language
2 4 (14.29%) Dutch Language
2 4 (14.29%) French Language
2 4 (14.29%) Italian Language
2 4 (14.29%) Spanish Language
3 3 (10.71%) Finance
4 1 (3.57%) Automotive
4 1 (3.57%) Retail
Job Titles
1 11 (39.29%) Architect
2 8 (28.57%) Data Architect
2 8 (28.57%) Developer
2 8 (28.57%) Lead Architect
2 8 (28.57%) Lead Data Architect
3 5 (17.86%) Business Intelligence Developer
4 4 (14.29%) DBA
5 2 (7.14%) Oracle BI Developer
5 2 (7.14%) Oracle Developer
5 2 (7.14%) Senior Business Intelligence Developer
5 2 (7.14%) Senior Developer
6 1 (3.57%) Analyst
6 1 (3.57%) Business Intelligence Analyst
6 1 (3.57%) Oracle DBA
6 1 (3.57%) Report Analyst
6 1 (3.57%) SQL DBA
Miscellaneous
1 11 (39.29%) Analytical Skills
2 3 (10.71%) Data Structures
3 1 (3.57%) Computer Science
Processes & Methodologies
1 18 (64.29%) Business Intelligence
2 11 (39.29%) Data Integration
3 9 (32.14%) Disaster Recovery
4 8 (28.57%) Analytics
4 8 (28.57%) High Availability
4 8 (28.57%) SDLC
4 8 (28.57%) Stakeholder Management
5 7 (25.00%) Agile Software Development
5 7 (25.00%) Mentoring
5 7 (25.00%) Software Engineering
6 6 (21.43%) Data Modelling
6 6 (21.43%) Data Visualisation
6 6 (21.43%) Performance Tuning
6 6 (21.43%) Software Testing
6 6 (21.43%) User Stories
6 6 (21.43%) Visualisation
7 5 (17.86%) Business Analytics
7 5 (17.86%) Capacity Planning
7 5 (17.86%) Change Control
7 5 (17.86%) Data Governance
Programming Languages
1 15 (53.57%) SQL
2 6 (21.43%) PL/SQL
3 3 (10.71%) T-SQL
Qualifications
1 6 (21.43%) Degree
2 3 (10.71%) SC Cleared
2 3 (10.71%) Security Cleared
Quality Assurance & Compliance
1 8 (28.57%) Data Quality
Vendors
1 11 (39.29%) Microsoft
2 10 (35.71%) Oracle
3 9 (32.14%) Cognos
4 6 (21.43%) Informatica
4 6 (21.43%) Jaspersoft
4 6 (21.43%) Talend
5 5 (17.86%) SAP
6 3 (10.71%) Teradata
7 1 (3.57%) Tableau