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 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 88 89 84
Rank change year-on-year
+1 -5
Permanent jobs citing ETL 5 23 6
As % of all permanent IT jobs located in Milton Keynes 0.63% 1.73% 0.57%
As % of the Processes & Methodologies category 0.72% 2.01% 0.68%
Number of salaries quoted 3 23 4
Median salary £44,000 £42,500 £50,000
Median salary % change year-on-year
+3.52% -15.00%
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
693 1142 879
As % of all permanent IT jobs located in Milton Keynes 87.50% 86.12% 83.71%
Number of salaries quoted 605 949 631
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 £31,500 £32,250 £28,000
10% offered a salary of more than £60,500 £62,500 £57,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 28 September 2016.

ETL Salary Histogram in Milton Keynes

ETL
Top 30 Related IT Skills in Milton Keynes

For the 6 months to 28 September 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 16 (69.57%) SQL
2 14 (60.87%) Data Warehouse
2 14 (60.87%) Business Intelligence
3 13 (56.52%) SQL Server Reporting Services
3 13 (56.52%) SQL Server Integration Services
4 11 (47.83%) Finance
5 10 (43.48%) T-SQL
5 10 (43.48%) SQL Server Analysis Services
6 8 (34.78%) Microsoft
6 8 (34.78%) Data Modelling
7 7 (30.43%) BusinessObjects
7 7 (30.43%) SQL Server
7 7 (30.43%) QlikView
7 7 (30.43%) Tableau
7 7 (30.43%) Data Governance
7 7 (30.43%) SQL Server 2008
7 7 (30.43%) Power BI
8 6 (26.09%) SQL Server 2012
8 6 (26.09%) Performance Tuning
8 6 (26.09%) Requirements Analysis
8 6 (26.09%) Web Services
8 6 (26.09%) XML
8 6 (26.09%) Cognos
8 6 (26.09%) MDX
9 5 (21.74%) Hadoop
9 5 (21.74%) Big Data
10 4 (17.39%) Data Analytics
10 4 (17.39%) Analytics
10 4 (17.39%) Data Architecture
10 4 (17.39%) Oracle

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 2 (8.70%) SAS
2 1 (4.35%) PowerExchange
Applications
1 3 (13.04%) MS Excel
Business Applications
1 2 (8.70%) Oracle 11i
2 1 (4.35%) Oracle Applications
Database & Business Intelligence
1 14 (60.87%) Data Warehouse
2 13 (56.52%) SQL Server Integration Services
2 13 (56.52%) SQL Server Reporting Services
3 10 (43.48%) SQL Server Analysis Services
4 7 (30.43%) BusinessObjects
4 7 (30.43%) Power BI
4 7 (30.43%) QlikView
4 7 (30.43%) SQL Server
4 7 (30.43%) SQL Server 2008
5 6 (26.09%) SQL Server 2012
6 5 (21.74%) Big Data
6 5 (21.74%) Hadoop
7 3 (13.04%) Oracle Database
7 3 (13.04%) Oracle Database 12c
8 1 (4.35%) Enterprise Data Warehouse
8 1 (4.35%) MySQL
8 1 (4.35%) NoSQL
8 1 (4.35%) PowerCenter
8 1 (4.35%) SAP Data Services
8 1 (4.35%) WhereScape RED
General
1 11 (47.83%) Finance
2 2 (8.70%) Games
3 1 (4.35%) Banking
3 1 (4.35%) Marketing
3 1 (4.35%) Retail
3 1 (4.35%) Retail Banking
Job Titles
1 13 (56.52%) Developer
2 6 (26.09%) Business Intelligence Developer
3 4 (17.39%) ETL Developer
3 4 (17.39%) Head of Analytics
3 4 (17.39%) Head of Data Analytics
4 3 (13.04%) Analyst
4 3 (13.04%) Business Developer
4 3 (13.04%) SQL Developer
4 3 (13.04%) SQL Server Developer
4 3 (13.04%) T-SQL Developer
5 2 (8.70%) Data Analyst
5 2 (8.70%) DBA
5 2 (8.70%) Graduate
5 2 (8.70%) Graduate Developer
5 2 (8.70%) Oracle DBA
6 1 (4.35%) Business Intelligence Analyst
6 1 (4.35%) Data Consultant
6 1 (4.35%) ETL Consultant
6 1 (4.35%) Oracle Data Warehouse Developer
6 1 (4.35%) SAS Analyst
Libraries, Frameworks & Software Standards
1 6 (26.09%) MDX
1 6 (26.09%) Web Services
1 6 (26.09%) XML
Miscellaneous
1 3 (13.04%) Mathematics
2 2 (8.70%) Analytical Skills
2 2 (8.70%) Online Games
3 1 (4.35%) Economics
3 1 (4.35%) Performance Metrics
3 1 (4.35%) Statistics
3 1 (4.35%) Visualisation
Operating Systems
1 1 (4.35%) Linux
1 1 (4.35%) Unix
Processes & Methodologies
1 14 (60.87%) Business Intelligence
2 8 (34.78%) Data Modelling
3 7 (30.43%) Data Governance
4 6 (26.09%) Performance Tuning
4 6 (26.09%) Requirements Analysis
5 4 (17.39%) Analytics
5 4 (17.39%) Data Analytics
5 4 (17.39%) Data Architecture
6 2 (8.70%) Coaching
6 2 (8.70%) Data Analysis
6 2 (8.70%) Disaster Recovery
7 1 (4.35%) Data Management
7 1 (4.35%) Data Protection
7 1 (4.35%) Data Reconciliation
7 1 (4.35%) Dimensional Modelling
7 1 (4.35%) Predictive Modelling
7 1 (4.35%) Test Scripting
7 1 (4.35%) Validation
Programming Languages
1 16 (69.57%) SQL
2 10 (43.48%) T-SQL
3 4 (17.39%) PL/SQL
4 3 (13.04%) C#
5 1 (4.35%) VB
Qualifications
1 3 (13.04%) Degree
2 1 (4.35%) SAS Certification
Quality Assurance & Compliance
1 2 (8.70%) PCI DSS
2 1 (4.35%) QA
System Software
1 1 (4.35%) Oracle RAC
Systems Management
1 1 (4.35%) Data Guard
Vendors
1 8 (34.78%) Microsoft
2 7 (30.43%) Tableau
3 6 (26.09%) Cognos
4 4 (17.39%) Oracle
5 2 (8.70%) Informatica
6 1 (4.35%) MicroStrategy
6 1 (4.35%) SAP