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 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 77 95 83
Rank change year-on-year
+18 -12
Permanent jobs citing ETL 17 18 17
As % of all permanent IT jobs located in Milton Keynes 1.97% 1.24% 1.47%
As % of the Processes & Methodologies category 2.23% 1.44% 1.73%
Number of salaries quoted 15 18 8
Median salary £47,500 £45,000 £52,500
Median salary % change year-on-year
+5.55% -14.28%
UK excluding London median salary £45,000 £47,000 £45,000
% change year-on-year
-4.25% +4.44%
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
762 1251 985
As % of all permanent IT jobs located in Milton Keynes 88.50% 85.98% 85.13%
Number of salaries quoted 637 1032 724
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £30,000 £32,000 £29,000
10% offered a salary of more than £60,000 £60,000 £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 30 July 2016.

ETL Salary Histogram in Milton Keynes

ETL
Top 30 Related IT Skills in Milton Keynes

For the 6 months to 30 July 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 29 (74.36%) SQL
2 26 (66.67%) Data Warehouse
3 16 (41.03%) Business Intelligence
3 16 (41.03%) SQL Server Integration Services
4 14 (35.90%) Finance
5 13 (33.33%) BusinessObjects
5 13 (33.33%) T-SQL
6 12 (30.77%) SQL Server Reporting Services
7 11 (28.21%) Tableau
7 11 (28.21%) Cognos
8 10 (25.64%) Data Modelling
8 10 (25.64%) Microsoft
8 10 (25.64%) SQL Server
8 10 (25.64%) SQL Server Analysis Services
9 8 (20.51%) Hadoop
9 8 (20.51%) Requirements Analysis
9 8 (20.51%) Data Governance
9 8 (20.51%) Oracle
9 8 (20.51%) Agile Software Development
10 7 (17.95%) PL/SQL
10 7 (17.95%) Big Data
10 7 (17.95%) Analytics
11 6 (15.38%) Performance Tuning
11 6 (15.38%) SQL Server 2012
11 6 (15.38%) SQL Server 2008
11 6 (15.38%) Degree
11 6 (15.38%) MDX
11 6 (15.38%) QlikView
11 6 (15.38%) C#
11 6 (15.38%) Web Services

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 6 (15.38%) SAS
2 2 (5.13%) Apache
3 1 (2.56%) PowerExchange
Applications
1 5 (12.82%) MS Excel
Business Applications
1 2 (5.13%) Oracle 11i
2 1 (2.56%) Oracle Applications
Database & Business Intelligence
1 26 (66.67%) Data Warehouse
2 16 (41.03%) SQL Server Integration Services
3 13 (33.33%) BusinessObjects
4 12 (30.77%) SQL Server Reporting Services
5 10 (25.64%) SQL Server
5 10 (25.64%) SQL Server Analysis Services
6 8 (20.51%) Hadoop
7 7 (17.95%) Big Data
8 6 (15.38%) Power BI
8 6 (15.38%) QlikView
8 6 (15.38%) SQL Server 2008
8 6 (15.38%) SQL Server 2012
9 3 (7.69%) Oracle Database
9 3 (7.69%) Oracle Database 12c
10 2 (5.13%) Data Mining
10 2 (5.13%) MS Access
10 2 (5.13%) RDBMS
10 2 (5.13%) Relational Database
10 2 (5.13%) WhereScape RED
11 1 (2.56%) DB2
General
1 14 (35.90%) Finance
2 3 (7.69%) Banking
3 2 (5.13%) Games
3 2 (5.13%) Marketing
4 1 (2.56%) Local Government
4 1 (2.56%) Retail
4 1 (2.56%) Retail Banking
Job Titles
1 24 (61.54%) Developer
2 11 (28.21%) ETL Developer
3 10 (25.64%) SQL Developer
4 6 (15.38%) Business Intelligence Developer
4 6 (15.38%) T-SQL Developer
5 5 (12.82%) Head of Analytics
6 4 (10.26%) Analyst
6 4 (10.26%) Data Analyst
6 4 (10.26%) Data Warehouse Developer
6 4 (10.26%) Head of Data Analytics
7 3 (7.69%) Business Developer
7 3 (7.69%) Database Developer
7 3 (7.69%) DBA
7 3 (7.69%) Senior Developer
7 3 (7.69%) SQL Database Developer
7 3 (7.69%) SQL Server Developer
7 3 (7.69%) SSIS Developer
8 2 (5.13%) Data Warehouse Analyst
8 2 (5.13%) Graduate Developer
8 2 (5.13%) SAS Analyst
Libraries, Frameworks & Software Standards
1 6 (15.38%) MDX
1 6 (15.38%) Web Services
1 6 (15.38%) XML
Miscellaneous
1 4 (10.26%) Mathematics
2 3 (7.69%) Analytical Skills
3 2 (5.13%) Computer Science
3 2 (5.13%) Credit Risk
3 2 (5.13%) Economics
3 2 (5.13%) Management Information System
3 2 (5.13%) Online Games
3 2 (5.13%) Performance Metrics
3 2 (5.13%) Statistics
3 2 (5.13%) Visualisation
Operating Systems
1 2 (5.13%) Unix
2 1 (2.56%) Linux
Processes & Methodologies
1 16 (41.03%) Business Intelligence
2 10 (25.64%) Data Modelling
3 8 (20.51%) Agile Software Development
3 8 (20.51%) Data Governance
3 8 (20.51%) Requirements Analysis
4 7 (17.95%) Analytics
5 6 (15.38%) Performance Tuning
6 5 (12.82%) ETL Development
7 4 (10.26%) Data Analysis
7 4 (10.26%) Data Analytics
7 4 (10.26%) Data Architecture
7 4 (10.26%) Data Management
7 4 (10.26%) Presales
7 4 (10.26%) SDLC
7 4 (10.26%) Validation
7 4 (10.26%) Waterfall
8 2 (5.13%) Data Protection
8 2 (5.13%) Enterprise Data Management
8 2 (5.13%) Open Source
8 2 (5.13%) Predictive Modelling
Programming Languages
1 29 (74.36%) SQL
2 13 (33.33%) T-SQL
3 7 (17.95%) PL/SQL
4 6 (15.38%) C#
5 2 (5.13%) VB
6 1 (2.56%) Shell Script
Qualifications
1 6 (15.38%) Degree
2 2 (5.13%) SAS Certification
3 1 (2.56%) Security Cleared
Quality Assurance & Compliance
1 2 (5.13%) PCI DSS
System Software
1 1 (2.56%) Oracle RAC
Systems Management
1 1 (2.56%) Data Guard
Vendors
1 11 (28.21%) Cognos
1 11 (28.21%) Tableau
2 10 (25.64%) Microsoft
3 8 (20.51%) Oracle
4 3 (7.69%) MicroStrategy
4 3 (7.69%) Teradata
5 1 (2.56%) Informatica