The table below looks at the statistics for ETL skills in IT jobs advertised for the Milton Keynes region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 74 95 85
Rank change year-on-year
+21 -10
Permanent jobs citing ETL 21 17 18
As % of all permanent IT jobs located in Milton Keynes 2.25% 1.21% 1.37%
As % of the Processes & Methodologies category 2.47% 1.44% 1.68%
Number of salaries quoted 17 11 16
Median salary £39,500 £44,000 £40,000
Median salary % change year-on-year
-10.22% +10.00%
90% offered a salary of more than £32,500 £37,500 £37,500
10% offered a salary of more than £85,800 £45,000 £52,500
UK excluding London median salary £45,000 £45,000 £45,000
ETL
Buckinghamshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Milton Keynes region.

Processes & Methodologies Category
Milton Keynes
Permanent IT job ads with a match in the
Processes & Methodologies category
850 1177 1074
As % of all permanent IT jobs located in Milton Keynes 91.10% 83.53% 81.61%
Number of salaries quoted 654 893 850
Median salary £45,000 £42,500 £41,500
Median salary % change year-on-year
+5.88% +2.40%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £68,250 £55,000 £62,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in Milton Keynes

The demand trend of job ads across the Milton Keynes region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend 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 across the Milton Keynes region.

ETL Salary Trend in Milton Keynes

ETL
Salary Histogram in Milton Keynes

This chart provides a salary histogram for IT jobs citing ETL across the Milton Keynes region over the 3 months to 5 May 2016.

ETL Salary Histogram in Milton Keynes

ETL
Top 30 Related IT Skills in Milton Keynes

For the 6 months to 5 May 2016, 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 38 (67.86%) Data Warehouse
2 36 (64.29%) SQL
3 25 (44.64%) Business Intelligence
4 22 (39.29%) Finance
5 16 (28.57%) Analytical Skills
6 15 (26.79%) Microsoft
7 14 (25.00%) SAS
7 14 (25.00%) Big Data
8 13 (23.21%) Data Analysis
8 13 (23.21%) Agile Software Development
8 13 (23.21%) MS Excel
9 12 (21.43%) Analytics
10 11 (19.64%) Tableau
10 11 (19.64%) .NET
10 11 (19.64%) Banking
10 11 (19.64%) Validation
11 10 (17.86%) MS Access
11 10 (17.86%) Business Analysis
11 10 (17.86%) SQL Server Integration Services
11 10 (17.86%) Spotfire
11 10 (17.86%) Credit Risk
11 10 (17.86%) Data Validation
12 9 (16.07%) Hadoop
12 9 (16.07%) Degree
12 9 (16.07%) SDLC
12 9 (16.07%) Presales
12 9 (16.07%) Cognos
12 9 (16.07%) SQL Server
13 8 (14.29%) Computer Science
14 7 (12.50%) Waterfall

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:

Application Platforms
1 14 (25.00%) SAS
2 4 (7.14%) SharePoint
3 3 (5.36%) Apache
4 1 (1.79%) SharePoint 2013
Applications
1 13 (23.21%) MS Excel
Business Applications
1 1 (1.79%) Oracle Applications
Database & Business Intelligence
1 38 (67.86%) Data Warehouse
2 14 (25.00%) Big Data
3 10 (17.86%) MS Access
3 10 (17.86%) Spotfire
3 10 (17.86%) SQL Server Integration Services
4 9 (16.07%) Hadoop
4 9 (16.07%) SQL Server
5 6 (10.71%) BusinessObjects
5 6 (10.71%) SQL Server Reporting Services
6 4 (7.14%) Data Mining
7 3 (5.36%) SQL Server Analysis Services
8 2 (3.57%) RDBMS
8 2 (3.57%) Relational Database
9 1 (1.79%) DB2
9 1 (1.79%) Enterprise Data Warehouse
9 1 (1.79%) Oracle Reports
9 1 (1.79%) Power BI
9 1 (1.79%) SQL Server 2012
9 1 (1.79%) Star Schema
9 1 (1.79%) WhereScape RED
General
1 22 (39.29%) Finance
2 11 (19.64%) Banking
3 3 (5.36%) Retail
4 1 (1.79%) Local Government
4 1 (1.79%) Marketing
4 1 (1.79%) Pharmaceutical
4 1 (1.79%) Retail Banking
4 1 (1.79%) Telecoms
Job Titles
1 26 (46.43%) Developer
2 14 (25.00%) ETL Developer
3 12 (21.43%) Business Intelligence Developer
4 10 (17.86%) Report Specialist
4 10 (17.86%) Technical Specialist
5 9 (16.07%) Architect
6 8 (14.29%) SQL Developer
7 5 (8.93%) Functional Architect
7 5 (8.93%) Head of Analytics
8 4 (7.14%) Business Developer
8 4 (7.14%) Cognos Developer
8 4 (7.14%) Lead Developer
8 4 (7.14%) SSIS Developer
8 4 (7.14%) Teradata Developer
9 3 (5.36%) Analyst
9 3 (5.36%) Data Analyst
9 3 (5.36%) Data Warehouse Developer
9 3 (5.36%) Database Developer
9 3 (5.36%) Senior Developer
9 3 (5.36%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 11 (19.64%) .NET
2 1 (1.79%) MDX
Miscellaneous
1 16 (28.57%) Analytical Skills
2 10 (17.86%) Credit Risk
3 8 (14.29%) Computer Science
4 5 (8.93%) Enterprise Software
5 2 (3.57%) Management Information System
6 1 (1.79%) Economics
6 1 (1.79%) Mathematics
6 1 (1.79%) Performance Metrics
6 1 (1.79%) Statistics
6 1 (1.79%) Visualisation
Operating Systems
1 1 (1.79%) Unix
Processes & Methodologies
1 25 (44.64%) Business Intelligence
2 13 (23.21%) Agile Software Development
2 13 (23.21%) Data Analysis
3 12 (21.43%) Analytics
4 11 (19.64%) Validation
5 10 (17.86%) Business Analysis
5 10 (17.86%) Data Validation
6 9 (16.07%) Presales
6 9 (16.07%) SDLC
7 7 (12.50%) Waterfall
8 5 (8.93%) Data Analytics
8 5 (8.93%) ETL Development
8 5 (8.93%) Scrum
8 5 (8.93%) Software Engineering
9 4 (7.14%) Data Architecture
9 4 (7.14%) Data Modelling
10 3 (5.36%) CRM
10 3 (5.36%) Data Management
10 3 (5.36%) ERP
10 3 (5.36%) Open Source
Programming Languages
1 36 (64.29%) SQL
2 7 (12.50%) T-SQL
3 4 (7.14%) C#
3 4 (7.14%) PL/SQL
4 1 (1.79%) Shell Script
4 1 (1.79%) VB
4 1 (1.79%) VB.NET
Qualifications
1 9 (16.07%) Degree
2 1 (1.79%) SAS Certification
2 1 (1.79%) Security Cleared
Vendors
1 15 (26.79%) Microsoft
2 11 (19.64%) Tableau
3 9 (16.07%) Cognos
4 7 (12.50%) Teradata
5 5 (8.93%) Oracle
5 5 (8.93%) Salesforce.com
6 3 (5.36%) IBM
6 3 (5.36%) MicroStrategy