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 18 January 2017 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
18 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Buckinghamshire / Milton Keynes
Rank 46 57 60
Rank change year-on-year
+11 +3
Contract jobs citing ETL 14 11 9
As % of all contract IT jobs located in Milton Keynes 2.26% 1.53% 1.14%
As % of the Processes & Methodologies category 2.65% 1.87% 1.40%
Number of daily rates quoted 9 5 5
Median daily rate £475 £525 £325
Median daily rate % change year-on-year
-9.52% +61.53%
90% offered a daily rate of more than £345 £370 £240
10% offered a daily rate of more than £521 £625 £485
UK excluding London median daily rate £413 £390 £388
% change year-on-year
+5.76% +0.64%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £56.00 £36.75
% change year-on-year
-28.57% +52.38%

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
529 589 641
As % of all contract IT jobs located in Milton Keynes 85.32% 82.15% 81.35%
Number of daily rates quoted 307 287 371
Median daily rate £400 £400 £370
Median daily rate % change year-on-year
+0.06% +8.10%
90% offered a daily rate of more than £290 £275 £260
10% offered a daily rate of more than £550 £530 £500
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 17 19 19
Median hourly rate £37.50 £12.50 £15.00
Median hourly rate % change year-on-year
+200.00% -16.66%
90% offered a hourly rate of more than £10.62 £10.00 £11.50
10% offered a hourly rate of more than £50.00 £16.17 £18.50
UK excluding London median hourly rate £34.75 £39.00 £25.50
% change year-on-year
-10.89% +52.94%

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 18 January 2017.

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 18 January 2017, 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 27 (64.29%) Data Modelling
2 25 (59.52%) Data Warehouse
3 23 (54.76%) Oracle
4 21 (50.00%) Analytical Skills
5 19 (45.24%) SQL
6 15 (35.71%) Data Analysis
7 14 (33.33%) Business Intelligence
8 11 (26.19%) Informatica
9 10 (23.81%) Data Integration
9 10 (23.81%) Data Quality
10 9 (21.43%) SAP Data Services
10 9 (21.43%) Microsoft
10 9 (21.43%) Java
10 9 (21.43%) PL/SQL
10 9 (21.43%) SAP
11 8 (19.05%) Star Schema
11 8 (19.05%) Finance
11 8 (19.05%) Migration
11 8 (19.05%) Test Scripting
12 7 (16.67%) QA
12 7 (16.67%) Data Management
12 7 (16.67%) Oracle Applications
12 7 (16.67%) CRM
12 7 (16.67%) ERP
12 7 (16.67%) SOAP
12 7 (16.67%) Power BI
13 6 (14.29%) Metadata Management
13 6 (14.29%) Relational Database
13 6 (14.29%) Logical Data Model
13 6 (14.29%) Physical Data Model

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 4 (9.52%) Apache Spark
2 2 (4.76%) SharePoint
2 2 (4.76%) SharePoint 2010
3 1 (2.38%) Oracle SOA Suite
3 1 (2.38%) WebSphere
Applications
1 2 (4.76%) MS Excel
Business Applications
1 7 (16.67%) Oracle Applications
2 6 (14.29%) Dynamics CRM
2 6 (14.29%) Dynamics NAV
3 4 (9.52%) Hyperion Planning
4 1 (2.38%) Oracle ERP
Cloud Services
1 1 (2.38%) Microsoft Azure
Database & Business Intelligence
1 25 (59.52%) Data Warehouse
2 9 (21.43%) SAP Data Services
3 8 (19.05%) Star Schema
4 7 (16.67%) Power BI
5 6 (14.29%) Big Data
5 6 (14.29%) Enterprise Data Warehouse
5 6 (14.29%) Relational Database
5 6 (14.29%) SQL Server
5 6 (14.29%) SQL Server Integration Services
6 4 (9.52%) Apache Hive
6 4 (9.52%) Essbase
6 4 (9.52%) Hadoop
6 4 (9.52%) Impala
7 3 (7.14%) SQL Server 2016
7 3 (7.14%) SQL Server Analysis Services
7 3 (7.14%) SQL Server Reporting Services
8 2 (4.76%) Data Mart
8 2 (4.76%) Microsoft Analysis Services
8 2 (4.76%) SQL Server 2012
8 2 (4.76%) SSDT
Development Applications
1 6 (14.29%) ERwin
2 3 (7.14%) Oracle Forms
3 2 (4.76%) Talend Open Studio
3 2 (4.76%) Visual Studio
4 1 (2.38%) LoadRunner
General
1 8 (19.05%) Finance
2 5 (11.90%) Retail
3 3 (7.14%) Banking
Job Titles
1 22 (52.38%) Architect
2 14 (33.33%) Data Architect
3 12 (28.57%) Developer
4 8 (19.05%) SQL Developer
5 7 (16.67%) Analyst
5 7 (16.67%) Data Analyst
5 7 (16.67%) ETL Architect
5 7 (16.67%) Informatica Developer
5 7 (16.67%) PL/SQL Developer
6 6 (14.29%) ETL Analyst
6 6 (14.29%) SAP Developer
7 5 (11.90%) Business Intelligence Analyst
7 5 (11.90%) Business Intelligence Architect
7 5 (11.90%) Integration Architect
7 5 (11.90%) Microsoft BI Architect
7 5 (11.90%) Solutions Architect
8 4 (9.52%) Data Integration Architect
8 4 (9.52%) Hyperion Architect
9 3 (7.14%) Data Modeller
9 3 (7.14%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 7 (16.67%) SOAP
2 3 (7.14%) REST
3 2 (4.76%) Middleware
Miscellaneous
1 21 (50.00%) Analytical Skills
2 10 (23.81%) Data Integration
3 4 (9.52%) Management Information System
4 1 (2.38%) Data Extraction
4 1 (2.38%) Data Structures
4 1 (2.38%) DataPower
Operating Systems
1 2 (4.76%) Unix
2 1 (2.38%) Linux
Processes & Methodologies
1 27 (64.29%) Data Modelling
2 15 (35.71%) Data Analysis
3 14 (33.33%) Business Intelligence
4 8 (19.05%) Migration
4 8 (19.05%) Test Scripting
5 7 (16.67%) CRM
5 7 (16.67%) Data Management
5 7 (16.67%) ERP
6 6 (14.29%) Dimensional Modelling
6 6 (14.29%) Logical Data Model
6 6 (14.29%) Metadata Management
6 6 (14.29%) Physical Data Model
7 4 (9.52%) Budgeting and Forecasting
7 4 (9.52%) Business Forecasting
7 4 (9.52%) Data Architecture
7 4 (9.52%) ETL Development
8 3 (7.14%) Agile Software Development
8 3 (7.14%) MapReduce
8 3 (7.14%) TOGAF
9 2 (4.76%) Scrum
Programming Languages
1 19 (45.24%) SQL
2 9 (21.43%) Java
2 9 (21.43%) PL/SQL
3 1 (2.38%) Scala
Qualifications
1 5 (11.90%) SC Cleared
1 5 (11.90%) Security Cleared
2 3 (7.14%) DV Cleared
3 1 (2.38%) Degree
3 1 (2.38%) ISTQB
3 1 (2.38%) ISTQB Advanced Certification
Quality Assurance & Compliance
1 10 (23.81%) Data Quality
2 7 (16.67%) QA
Vendors
1 23 (54.76%) Oracle
2 11 (26.19%) Informatica
3 9 (21.43%) Microsoft
3 9 (21.43%) SAP
4 6 (14.29%) IBM
5 4 (9.52%) Hyperion
6 3 (7.14%) Cloudera
6 3 (7.14%) TIBCO
7 2 (4.76%) Talend
8 1 (2.38%) Tableau