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 27 July 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
27 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 36 52 60
Rank change year-on-year
+16 +8
Contract jobs citing ETL 24 21 12
As % of all contract IT jobs located in Milton Keynes 3.55% 2.46% 1.35%
As % of the Processes & Methodologies category 4.42% 3.07% 1.71%
Number of daily rates quoted 12 10 9
Median daily rate £425 £338 £280
Median daily rate % change year-on-year
+25.92% +20.53%
90% offered a daily rate of more than £375 £315 £276
10% offered a daily rate of more than £438 £440 £400
UK excluding London median daily rate £400 £390 £375
% change year-on-year
+2.56% +4.00%
Number of hourly rates quoted 0 1 0
Median hourly rate - £22.50 -
UK excluding London median hourly rate £20.50 £28.75 £46.40
% change year-on-year
-28.69% -38.03%
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
543 685 702
As % of all contract IT jobs located in Milton Keynes 80.33% 80.40% 79.14%
Number of daily rates quoted 306 425 440
Median daily rate £420 £400 £375
Median daily rate % change year-on-year
+5.00% +6.66%
90% offered a daily rate of more than £250 £275 £265
10% offered a daily rate of more than £523 £550 £495
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 16 6 21
Median hourly rate £11.12 £22.50 £12.00
Median hourly rate % change year-on-year
-50.58% +87.50%
90% offered a hourly rate of more than £9.00 £16.53 £11.00
10% offered a hourly rate of more than £15.23 £22.50 £15.00
UK excluding London median hourly rate £30.00 £30.00 £26.98
% change year-on-year
- +11.21%

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 27 July 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 27 July 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 28 (71.79%) SQL
2 19 (48.72%) Oracle
3 14 (35.90%) Data Warehouse
4 13 (33.33%) Java
5 12 (30.77%) Analytical Skills
6 11 (28.21%) Data Modelling
6 11 (28.21%) Data Analysis
7 10 (25.64%) SQL Server
8 9 (23.08%) Unix
8 9 (23.08%) ETL Development
9 8 (20.51%) Data Quality
9 8 (20.51%) Big Data
9 8 (20.51%) Analytics
9 8 (20.51%) SQL Server Integration Services
10 7 (17.95%) SQL Server Reporting Services
10 7 (17.95%) Agile Software Development
10 7 (17.95%) SC Cleared
10 7 (17.95%) Security Cleared
10 7 (17.95%) NoSQL
10 7 (17.95%) PL/SQL
10 7 (17.95%) Linux
10 7 (17.95%) Informatica
11 6 (15.38%) Scrum
11 6 (15.38%) Business Intelligence
11 6 (15.38%) RDBMS
11 6 (15.38%) Apache Hive
11 6 (15.38%) Scala
11 6 (15.38%) Hadoop
11 6 (15.38%) Use Case
11 6 (15.38%) SQL Server Analysis 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%) Apache Spark
2 2 (5.13%) SAS
3 1 (2.56%) ArcGIS
3 1 (2.56%) IIS
3 1 (2.56%) PowerExchange
Applications
1 4 (10.26%) MS Excel
2 1 (2.56%) MS Visio
2 1 (2.56%) SPSS
Business Applications
1 2 (5.13%) Oracle Applications
2 1 (2.56%) BusinessWorks
2 1 (2.56%) Oracle EBS
2 1 (2.56%) Oracle EBS R12
Communications & Networking
1 1 (2.56%) FTP
Database & Business Intelligence
1 14 (35.90%) Data Warehouse
2 10 (25.64%) SQL Server
3 8 (20.51%) Big Data
3 8 (20.51%) SQL Server Integration Services
4 7 (17.95%) NoSQL
4 7 (17.95%) SQL Server Reporting Services
5 6 (15.38%) Apache Cassandra
5 6 (15.38%) Apache Hive
5 6 (15.38%) Cloudera CDH
5 6 (15.38%) Data Lake
5 6 (15.38%) Hadoop
5 6 (15.38%) HBase
5 6 (15.38%) Impala
5 6 (15.38%) RDBMS
5 6 (15.38%) Relational Database
5 6 (15.38%) SQL Server Analysis Services
6 4 (10.26%) MS Access
6 4 (10.26%) SAP Data Services
7 3 (7.69%) BusinessObjects
7 3 (7.69%) SQL Server 2008
Development Applications
1 1 (2.56%) ERwin
General
1 4 (10.26%) Banking
2 2 (5.13%) Retail
3 1 (2.56%) Back Office
3 1 (2.56%) Finance
Job Titles
1 14 (35.90%) Developer
2 7 (17.95%) Architect
3 6 (15.38%) Big Data Engineer
3 6 (15.38%) Data Engineer
3 6 (15.38%) Hadoop Engineer
3 6 (15.38%) SQL Developer
4 5 (12.82%) Data Architect
4 5 (12.82%) Integration Architect
5 4 (10.26%) Analyst
6 3 (7.69%) Applications Architect
6 3 (7.69%) Business Intelligence Developer
6 3 (7.69%) Consultant
6 3 (7.69%) Database Developer
6 3 (7.69%) ETL Developer
6 3 (7.69%) Informatica Developer
6 3 (7.69%) SQL Database Developer
7 2 (5.13%) Data Integration Architect
7 2 (5.13%) Development DBA
7 2 (5.13%) Microsoft Developer
7 2 (5.13%) SAP Developer
Libraries, Frameworks & Software Standards
1 5 (12.82%) SOAP
2 2 (5.13%) IBM Integration Bus
2 2 (5.13%) XML
3 1 (2.56%) .NET
3 1 (2.56%) Hibernate
Miscellaneous
1 12 (30.77%) Analytical Skills
2 3 (7.69%) Statistics
3 2 (5.13%) DataPower
3 2 (5.13%) Visualisation
4 1 (2.56%) Credit Risk
4 1 (2.56%) Data Integration
4 1 (2.56%) Enterprise Software
4 1 (2.56%) Performance Metrics
Operating Systems
1 9 (23.08%) Unix
2 7 (17.95%) Linux
3 2 (5.13%) Windows
3 2 (5.13%) Windows Server
4 1 (2.56%) Red Hat Enterprise Linux
Processes & Methodologies
1 11 (28.21%) Data Analysis
1 11 (28.21%) Data Modelling
2 9 (23.08%) ETL Development
3 8 (20.51%) Analytics
4 7 (17.95%) Agile Software Development
5 6 (15.38%) Business Intelligence
5 6 (15.38%) Data Ingestion
5 6 (15.38%) Functional Programming
5 6 (15.38%) MapReduce
5 6 (15.38%) Scrum
5 6 (15.38%) SQL Optimisation
5 6 (15.38%) TDD
5 6 (15.38%) Use Case
6 5 (12.82%) TOGAF
7 4 (10.26%) Performance Tuning
8 3 (7.69%) Business Analysis
8 3 (7.69%) Data Architecture
8 3 (7.69%) Stakeholder Management
8 3 (7.69%) Test Scripting
9 2 (5.13%) Systems Analysis
Programming Languages
1 28 (71.79%) SQL
2 13 (33.33%) Java
3 7 (17.95%) PL/SQL
4 6 (15.38%) Scala
5 3 (7.69%) T-SQL
6 1 (2.56%) C#
6 1 (2.56%) JavaScript
6 1 (2.56%) Python
6 1 (2.56%) Shell Script
6 1 (2.56%) VB
6 1 (2.56%) VBScript
Qualifications
1 7 (17.95%) SC Cleared
1 7 (17.95%) Security Cleared
2 2 (5.13%) DV Cleared
2 2 (5.13%) PRINCE2 Certification
3 1 (2.56%) ISTQB
3 1 (2.56%) ISTQB Advanced Certification
Quality Assurance & Compliance
1 8 (20.51%) Data Quality
2 2 (5.13%) QA
System Software
1 2 (5.13%) Active Directory
Systems Management
1 1 (2.56%) Control-M
Vendors
1 19 (48.72%) Oracle
2 7 (17.95%) Informatica
3 6 (15.38%) Cloudera
4 5 (12.82%) IBM
4 5 (12.82%) Microsoft
5 4 (10.26%) SAP
6 2 (5.13%) Cognos
6 2 (5.13%) Tableau
6 2 (5.13%) Teradata
7 1 (2.56%) Hyperion
7 1 (2.56%) Red Hat
7 1 (2.56%) TIBCO