The table below looks at the statistics for ETL skills in IT contracts advertised for the Milton Keynes region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 25 September 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 34 67 63
Rank change year-on-year
+33 -4
Contract jobs citing ETL 30 10 6
As % of all contract IT jobs located in Milton Keynes 4.79% 0.98% 0.73%
As % of the Processes & Methodologies category 5.86% 1.21% 0.93%
Number of daily rates quoted 25 6 1
Median daily rate £425 £350 £398
Median daily rate % change year-on-year
+21.42% -11.94%
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £48.00 £29.50 £67.00
% change year-on-year
+62.71% -55.97%
ETL
Buckinghamshire

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

Processes & Methodologies Category
Milton Keynes
Contract IT job ads with a match in the
Processes & Methodologies category
512 827 646
As % of all contract IT jobs located in Milton Keynes 81.79% 80.68% 78.40%
Number of daily rates quoted 313 492 369
Median daily rate £438 £388 £375
Median daily rate % change year-on-year
+12.90% +3.33%
90% offered a daily rate of more than £290 £270 £225
10% offered a daily rate of more than £550 £475 £475
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 15 14 20
Median hourly rate £14.00 £19.50 £15.00
Median hourly rate % change year-on-year
-28.20% +30.00%
90% offered a hourly rate of more than £9.49 £9.05 £11.25
10% offered a hourly rate of more than £15.00 £30.00 £34.00
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

ETL
Jobs Demand Trend in Milton Keynes

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

ETL Jobs Demand Trend in Milton Keynes

ETL
Daily Rate Trend in Milton Keynes

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing ETL across the Milton Keynes region.

ETL Daily Rate Trend in Milton Keynes

ETL
Daily Rate Histogram in Milton Keynes

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Milton Keynes region over the 3 months to 25 September 2016.

ETL Daily Rate Histogram in Milton Keynes

ETL
Hourly Rate Trend in Milton Keynes

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing ETL across the Milton Keynes region.

ETL Hourly Rate Trend in Milton Keynes

ETL
Top 30 Related IT Skills in Milton Keynes

For the 6 months to 25 September 2016, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Milton Keynes region with a requirement for ETL.

1 29 (60.42%) SQL
2 25 (52.08%) Oracle
3 23 (47.92%) Data Warehouse
3 23 (47.92%) Data Modelling
4 21 (43.75%) Analytical Skills
5 18 (37.50%) Java
5 18 (37.50%) Data Analysis
6 14 (29.17%) Data Quality
7 12 (25.00%) Informatica
7 12 (25.00%) Business Intelligence
8 11 (22.92%) Data Integration
9 10 (20.83%) SOAP
9 10 (20.83%) Big Data
10 9 (18.75%) SAP Data Services
10 9 (18.75%) Unix
10 9 (18.75%) PL/SQL
10 9 (18.75%) SAP
10 9 (18.75%) IBM
11 8 (16.67%) Microsoft
11 8 (16.67%) Analytics
12 7 (14.58%) Relational Database
12 7 (14.58%) NoSQL
12 7 (14.58%) ETL Development
12 7 (14.58%) Migration
12 7 (14.58%) Test Scripting
12 7 (14.58%) Agile Software Development
12 7 (14.58%) Data Management
12 7 (14.58%) TOGAF
13 6 (12.50%) TDD
13 6 (12.50%) Dynamics NAV

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 (12.50%) Apache Spark
2 2 (4.17%) SharePoint
2 2 (4.17%) SharePoint 2010
3 1 (2.08%) IIS
Applications
1 3 (6.25%) MS Excel
2 1 (2.08%) MS Visio
Business Applications
1 6 (12.50%) Dynamics CRM
1 6 (12.50%) Dynamics NAV
2 5 (10.42%) Oracle Applications
3 1 (2.08%) BusinessWorks
3 1 (2.08%) Oracle EBS
3 1 (2.08%) Oracle EBS R12
Communications & Networking
1 1 (2.08%) FTP
Database & Business Intelligence
1 23 (47.92%) Data Warehouse
2 10 (20.83%) Big Data
3 9 (18.75%) SAP Data Services
4 7 (14.58%) NoSQL
4 7 (14.58%) Relational Database
5 6 (12.50%) Apache Cassandra
5 6 (12.50%) Apache Hive
5 6 (12.50%) Cloudera CDH
5 6 (12.50%) Data Lake
5 6 (12.50%) Hadoop
5 6 (12.50%) HBase
5 6 (12.50%) Impala
5 6 (12.50%) Power BI
5 6 (12.50%) RDBMS
6 5 (10.42%) Enterprise Data Warehouse
6 5 (10.42%) SQL Server Integration Services
6 5 (10.42%) Star Schema
7 4 (8.33%) SQL Server
7 4 (8.33%) SQL Server Reporting Services
8 3 (6.25%) Oracle Database 11g
Development Applications
1 6 (12.50%) ERwin
General
1 3 (6.25%) Banking
1 3 (6.25%) Finance
1 3 (6.25%) Retail
Job Titles
1 21 (43.75%) Architect
2 17 (35.42%) Data Architect
3 13 (27.08%) Developer
4 9 (18.75%) Integration Architect
5 8 (16.67%) SQL Developer
6 7 (14.58%) Analyst
6 7 (14.58%) ETL Architect
7 6 (12.50%) Big Data Engineer
7 6 (12.50%) Data Analyst
7 6 (12.50%) Data Engineer
7 6 (12.50%) Data Integration Architect
7 6 (12.50%) ETL Analyst
7 6 (12.50%) Hadoop Engineer
8 5 (10.42%) Business Intelligence Analyst
8 5 (10.42%) Business Intelligence Architect
8 5 (10.42%) Informatica Developer
8 5 (10.42%) Microsoft BI Architect
8 5 (10.42%) PL/SQL Developer
8 5 (10.42%) SAP Developer
9 4 (8.33%) Applications Architect
Libraries, Frameworks & Software Standards
1 10 (20.83%) SOAP
2 3 (6.25%) REST
3 2 (4.17%) IBM Integration Bus
4 1 (2.08%) .NET
4 1 (2.08%) Hibernate
Miscellaneous
1 21 (43.75%) Analytical Skills
2 11 (22.92%) Data Integration
3 2 (4.17%) DataPower
4 1 (2.08%) Credit Risk
4 1 (2.08%) Data Structures
4 1 (2.08%) Enterprise Software
4 1 (2.08%) Statistics
4 1 (2.08%) Visualisation
Operating Systems
1 9 (18.75%) Unix
2 6 (12.50%) Linux
3 1 (2.08%) Windows
3 1 (2.08%) Windows Server
Processes & Methodologies
1 23 (47.92%) Data Modelling
2 18 (37.50%) Data Analysis
3 12 (25.00%) Business Intelligence
4 8 (16.67%) Analytics
5 7 (14.58%) Agile Software Development
5 7 (14.58%) Data Management
5 7 (14.58%) ETL Development
5 7 (14.58%) Migration
5 7 (14.58%) Test Scripting
5 7 (14.58%) TOGAF
6 6 (12.50%) CRM
6 6 (12.50%) Dimensional Modelling
6 6 (12.50%) ERP
6 6 (12.50%) Functional Programming
6 6 (12.50%) Logical Data Model
6 6 (12.50%) Physical Data Model
6 6 (12.50%) Scrum
6 6 (12.50%) SQL Optimisation
6 6 (12.50%) TDD
6 6 (12.50%) Use Case
Programming Languages
1 29 (60.42%) SQL
2 18 (37.50%) Java
3 9 (18.75%) PL/SQL
4 6 (12.50%) Scala
5 2 (4.17%) T-SQL
6 1 (2.08%) C#
6 1 (2.08%) Python
6 1 (2.08%) VBScript
Qualifications
1 6 (12.50%) SC Cleared
1 6 (12.50%) Security Cleared
2 2 (4.17%) ISTQB
2 2 (4.17%) ISTQB Advanced Certification
3 1 (2.08%) DV Cleared
3 1 (2.08%) PRINCE2 Certification
Quality Assurance & Compliance
1 14 (29.17%) Data Quality
2 5 (10.42%) QA
System Software
1 1 (2.08%) Active Directory
Vendors
1 25 (52.08%) Oracle
2 12 (25.00%) Informatica
3 9 (18.75%) IBM
3 9 (18.75%) SAP
4 8 (16.67%) Microsoft
5 6 (12.50%) Cloudera
6 3 (6.25%) TIBCO
7 2 (4.17%) Cognos
7 2 (4.17%) Tableau
7 2 (4.17%) Teradata
8 1 (2.08%) Hyperion