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 5 December 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
5 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 34 55 69
Rank change year-on-year
+21 +14
Contract jobs citing ETL 24 15 5
As % of all contract IT jobs located in Milton Keynes 3.93% 1.64% 0.57%
As % of the Processes & Methodologies category 4.67% 2.09% 0.72%
Number of daily rates quoted 14 5 3
Median daily rate £438 £400 £388
Median daily rate % change year-on-year
+9.37% +3.22%
90% offered a daily rate of more than £354 £350 £238
10% offered a daily rate of more than £524 £460 £518
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £41.00 £34.00 £37.88
% change year-on-year
+20.58% -10.23%
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
514 716 692
As % of all contract IT jobs located in Milton Keynes 84.26% 78.25% 78.55%
Number of daily rates quoted 299 356 417
Median daily rate £438 £400 £360
Median daily rate % change year-on-year
+9.37% +11.11%
90% offered a daily rate of more than £300 £300 £250
10% offered a daily rate of more than £575 £530 £485
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 12 25 31
Median hourly rate £40.00 £12.50 £15.00
Median hourly rate % change year-on-year
+220.00% -16.66%
90% offered a hourly rate of more than £12.00 £9.40 £12.00
10% offered a hourly rate of more than £50.00 £19.00 £34.00
UK excluding London median hourly rate £30.75 £34.95 £25.00
% change year-on-year
-12.01% +39.80%

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 5 December 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 5 December 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 32 (61.54%) Oracle
2 31 (59.62%) Data Modelling
3 27 (51.92%) Data Warehouse
4 26 (50.00%) SQL
5 25 (48.08%) Analytical Skills
6 19 (36.54%) Data Analysis
7 16 (30.77%) Informatica
8 14 (26.92%) Business Intelligence
8 14 (26.92%) Java
9 13 (25.00%) Data Quality
10 12 (23.08%) SAP Data Services
10 12 (23.08%) PL/SQL
10 12 (23.08%) SAP
11 11 (21.15%) Data Integration
11 11 (21.15%) Test Scripting
12 10 (19.23%) SOAP
12 10 (19.23%) Star Schema
13 9 (17.31%) IBM
13 9 (17.31%) Finance
13 9 (17.31%) Oracle Applications
13 9 (17.31%) QA
13 9 (17.31%) Big Data
14 8 (15.38%) Migration
14 8 (15.38%) Microsoft
14 8 (15.38%) Relational Database
14 8 (15.38%) Enterprise Data Warehouse
15 7 (13.46%) ERP
15 7 (13.46%) CRM
15 7 (13.46%) Data Management
16 6 (11.54%) Hadoop

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 (11.54%) Apache Spark
2 2 (3.85%) SharePoint
2 2 (3.85%) SharePoint 2010
3 1 (1.92%) Oracle SOA Suite
3 1 (1.92%) WebSphere
Applications
1 2 (3.85%) MS Excel
Business Applications
1 9 (17.31%) Oracle Applications
2 6 (11.54%) Dynamics CRM
2 6 (11.54%) Dynamics NAV
3 4 (7.69%) Hyperion Planning
4 1 (1.92%) BusinessWorks
4 1 (1.92%) Oracle EBS
4 1 (1.92%) Oracle EBS R12
4 1 (1.92%) Oracle ERP
Cloud Services
1 1 (1.92%) Microsoft Azure
Database & Business Intelligence
1 27 (51.92%) Data Warehouse
2 12 (23.08%) SAP Data Services
3 10 (19.23%) Star Schema
4 9 (17.31%) Big Data
5 8 (15.38%) Enterprise Data Warehouse
5 8 (15.38%) Relational Database
6 6 (11.54%) Apache Hive
6 6 (11.54%) Hadoop
6 6 (11.54%) Impala
6 6 (11.54%) Power BI
7 5 (9.62%) SQL Server
7 5 (9.62%) SQL Server Integration Services
8 4 (7.69%) Essbase
9 3 (5.77%) Apache Cassandra
9 3 (5.77%) Cloudera CDH
9 3 (5.77%) Data Lake
9 3 (5.77%) HBase
9 3 (5.77%) NoSQL
9 3 (5.77%) RDBMS
9 3 (5.77%) SQL Server 2016
Development Applications
1 6 (11.54%) ERwin
2 3 (5.77%) Oracle Forms
3 2 (3.85%) Talend Open Studio
3 2 (3.85%) Visual Studio
General
1 9 (17.31%) Finance
2 5 (9.62%) Retail
3 4 (7.69%) Banking
Job Titles
1 25 (48.08%) Architect
2 17 (32.69%) Data Architect
3 13 (25.00%) Developer
4 9 (17.31%) Informatica Developer
4 9 (17.31%) PL/SQL Developer
4 9 (17.31%) SQL Developer
5 8 (15.38%) Integration Architect
5 8 (15.38%) SAP Developer
6 7 (13.46%) Analyst
6 7 (13.46%) Data Analyst
6 7 (13.46%) ETL Architect
7 6 (11.54%) ETL Analyst
8 5 (9.62%) Business Intelligence Analyst
8 5 (9.62%) Business Intelligence Architect
8 5 (9.62%) Data Integration Architect
8 5 (9.62%) Microsoft BI Architect
8 5 (9.62%) Solutions Architect
9 4 (7.69%) Hyperion Architect
10 3 (5.77%) Big Data Engineer
10 3 (5.77%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 10 (19.23%) SOAP
2 3 (5.77%) REST
3 2 (3.85%) Middleware
4 1 (1.92%) IBM Integration Bus
Miscellaneous
1 25 (48.08%) Analytical Skills
2 11 (21.15%) Data Integration
3 4 (7.69%) Management Information System
4 2 (3.85%) DataPower
5 1 (1.92%) Credit Risk
5 1 (1.92%) Data Extraction
5 1 (1.92%) Data Structures
Operating Systems
1 5 (9.62%) Unix
2 3 (5.77%) Linux
Processes & Methodologies
1 31 (59.62%) Data Modelling
2 19 (36.54%) Data Analysis
3 14 (26.92%) Business Intelligence
4 11 (21.15%) Test Scripting
5 8 (15.38%) Migration
6 7 (13.46%) CRM
6 7 (13.46%) Data Management
6 7 (13.46%) ERP
7 6 (11.54%) Dimensional Modelling
7 6 (11.54%) ETL Development
7 6 (11.54%) Logical Data Model
7 6 (11.54%) Metadata Management
7 6 (11.54%) Physical Data Model
7 6 (11.54%) TOGAF
8 5 (9.62%) Agile Software Development
8 5 (9.62%) Data Architecture
8 5 (9.62%) MapReduce
9 4 (7.69%) Budgeting and Forecasting
9 4 (7.69%) Business Forecasting
9 4 (7.69%) Scrum
Programming Languages
1 26 (50.00%) SQL
2 14 (26.92%) Java
3 12 (23.08%) PL/SQL
4 3 (5.77%) Scala
Qualifications
1 6 (11.54%) SC Cleared
1 6 (11.54%) Security Cleared
2 3 (5.77%) DV Cleared
3 2 (3.85%) ISTQB
3 2 (3.85%) ISTQB Advanced Certification
4 1 (1.92%) Degree
Quality Assurance & Compliance
1 13 (25.00%) Data Quality
2 9 (17.31%) QA
Vendors
1 32 (61.54%) Oracle
2 16 (30.77%) Informatica
3 12 (23.08%) SAP
4 9 (17.31%) IBM
5 8 (15.38%) Microsoft
6 5 (9.62%) Cloudera
6 5 (9.62%) Hyperion
7 4 (7.69%) TIBCO
8 2 (3.85%) Talend
9 1 (1.92%) Tableau