The table below looks at the statistics for ETL skills in IT contracts advertised for the Buckinghamshire region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 17 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
17 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
South East / Buckinghamshire
Rank 55 54 78
Rank change year-on-year
-1 +24
Contract jobs citing ETL 17 20 13
As % of all contract IT jobs located in Buckinghamshire 1.98% 2.09% 1.13%
As % of the Processes & Methodologies category 2.41% 2.60% 1.40%
Number of daily rates quoted 10 12 6
Median daily rate £450 £413 £356
Median daily rate % change year-on-year
+9.09% +15.78%
90% offered a daily rate of more than £348 £352 £250
10% offered a daily rate of more than £521 £615 £485
UK excluding London median daily rate £414 £388 £388
% change year-on-year
+6.77% -
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 Buckinghamshire region.

Processes & Methodologies Category
Buckinghamshire
Contract IT job ads with a match in the
Processes & Methodologies category
706 768 926
As % of all contract IT jobs located in Buckinghamshire 82.28% 80.08% 80.52%
Number of daily rates quoted 370 367 496
Median daily rate £400 £390 £363
Median daily rate % change year-on-year
+2.56% +7.58%
90% offered a daily rate of more than £288 £264 £250
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 31 23 40
Median hourly rate £38.50 £15.57 £15.00
Median hourly rate % change year-on-year
+147.27% +3.80%
90% offered a hourly rate of more than £10.77 £10.24 £8.26
10% offered a hourly rate of more than £55.00 £29.00 £38.50
UK excluding London median hourly rate £34.50 £39.00 £25.50
% change year-on-year
-11.53% +52.94%

ETL
Jobs Demand Trend in Buckinghamshire

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

ETL Jobs Demand Trend in Buckinghamshire

ETL
Daily Rate Trend in Buckinghamshire

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

ETL Daily Rate Trend in Buckinghamshire

ETL
Daily Rate Histogram in Buckinghamshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Buckinghamshire region over the 3 months to 17 January 2017.

ETL Daily Rate Histogram in Buckinghamshire

ETL
Hourly Rate Trend in Buckinghamshire

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

ETL Hourly Rate Trend in Buckinghamshire

ETL
Contract Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Buckinghamshire region over the 3 months to 17 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Milton Keynes +9 14 £475 -9.52% 3
ETL
South East

ETL
Top 30 Related IT Skills in Buckinghamshire

For the 6 months to 17 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 Buckinghamshire region with a requirement for ETL.

1 28 (53.85%) Data Warehouse
1 28 (53.85%) Data Modelling
2 26 (50.00%) Oracle
3 24 (46.15%) Analytical Skills
4 23 (44.23%) SQL
5 17 (32.69%) Business Intelligence
6 16 (30.77%) Data Analysis
7 13 (25.00%) Data Quality
8 12 (23.08%) Big Data
8 12 (23.08%) Finance
8 12 (23.08%) Java
9 11 (21.15%) Informatica
10 10 (19.23%) SAP
10 10 (19.23%) Microsoft
10 10 (19.23%) PL/SQL
10 10 (19.23%) Data Integration
10 10 (19.23%) SAP Data Services
11 9 (17.31%) Hadoop
11 9 (17.31%) SQL Server Integration Services
11 9 (17.31%) SQL Server
11 9 (17.31%) Migration
12 8 (15.38%) Star Schema
12 8 (15.38%) Test Scripting
12 8 (15.38%) Apache Hive
12 8 (15.38%) Apache Spark
12 8 (15.38%) Impala
13 7 (13.46%) Relational Database
13 7 (13.46%) Power BI
13 7 (13.46%) QA
13 7 (13.46%) Data Management

ETL
Top Related IT Skills in Buckinghamshire 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 8 (15.38%) Apache Spark
2 2 (3.85%) SharePoint
2 2 (3.85%) SharePoint 2010
3 1 (1.92%) Apache Pig
3 1 (1.92%) Oracle SOA Suite
3 1 (1.92%) WebSphere
Applications
1 2 (3.85%) MS Excel
Business Applications
1 7 (13.46%) Oracle Applications
2 6 (11.54%) Dynamics CRM
2 6 (11.54%) Dynamics NAV
3 5 (9.62%) Hyperion Planning
4 1 (1.92%) Oracle ERP
Cloud Services
1 1 (1.92%) Microsoft Azure
Database & Business Intelligence
1 28 (53.85%) Data Warehouse
2 12 (23.08%) Big Data
3 10 (19.23%) SAP Data Services
4 9 (17.31%) Hadoop
4 9 (17.31%) SQL Server
4 9 (17.31%) SQL Server Integration Services
5 8 (15.38%) Apache Hive
5 8 (15.38%) Impala
5 8 (15.38%) Star Schema
6 7 (13.46%) Power BI
6 7 (13.46%) Relational Database
7 6 (11.54%) Enterprise Data Warehouse
8 5 (9.62%) Essbase
9 4 (7.69%) HBase
9 4 (7.69%) SQL Server Analysis Services
9 4 (7.69%) SQL Server Reporting Services
10 3 (5.77%) NoSQL
10 3 (5.77%) SQL Server 2012
10 3 (5.77%) SQL Server 2016
10 3 (5.77%) Sqoop
Development Applications
1 6 (11.54%) ERwin
2 3 (5.77%) Oracle Forms
2 3 (5.77%) Talend Open Studio
3 2 (3.85%) Visual Studio
4 1 (1.92%) LoadRunner
General
1 12 (23.08%) Finance
2 5 (9.62%) Retail
3 4 (7.69%) Banking
4 1 (1.92%) Marketing
Job Titles
1 23 (44.23%) Architect
2 16 (30.77%) Developer
3 14 (26.92%) Data Architect
4 9 (17.31%) SQL Developer
5 7 (13.46%) Analyst
5 7 (13.46%) Data Analyst
5 7 (13.46%) ETL Architect
5 7 (13.46%) Informatica Developer
5 7 (13.46%) PL/SQL Developer
6 6 (11.54%) ETL Analyst
6 6 (11.54%) ETL Developer
6 6 (11.54%) SAP Developer
7 5 (9.62%) Business Intelligence Analyst
7 5 (9.62%) Business Intelligence Architect
7 5 (9.62%) Hyperion Architect
7 5 (9.62%) Integration Architect
7 5 (9.62%) Microsoft BI Architect
7 5 (9.62%) Solutions Architect
8 4 (7.69%) Data Integration Architect
8 4 (7.69%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 7 (13.46%) SOAP
2 3 (5.77%) REST
3 2 (3.85%) Kafka
3 2 (3.85%) Middleware
4 1 (1.92%) MDX
4 1 (1.92%) Spark Streaming
Miscellaneous
1 24 (46.15%) Analytical Skills
2 10 (19.23%) Data Integration
3 5 (9.62%) Management Information System
4 2 (3.85%) Data Structures
5 1 (1.92%) Data Extraction
5 1 (1.92%) DataPower
5 1 (1.92%) Visualisation
Operating Systems
1 4 (7.69%) Unix
2 2 (3.85%) Linux
Processes & Methodologies
1 28 (53.85%) Data Modelling
2 17 (32.69%) Business Intelligence
3 16 (30.77%) Data Analysis
4 9 (17.31%) Migration
5 8 (15.38%) Test Scripting
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%) MapReduce
7 6 (11.54%) Metadata Management
7 6 (11.54%) Physical Data Model
8 5 (9.62%) Agile Software Development
8 5 (9.62%) Budgeting and Forecasting
8 5 (9.62%) Business Forecasting
8 5 (9.62%) Data Architecture
9 4 (7.69%) Scrum
10 3 (5.77%) Analytics
Programming Languages
1 23 (44.23%) SQL
2 12 (23.08%) Java
3 10 (19.23%) PL/SQL
4 4 (7.69%) Scala
5 2 (3.85%) T-SQL
6 1 (1.92%) Perl
6 1 (1.92%) Python
Qualifications
1 6 (11.54%) SC Cleared
1 6 (11.54%) Security Cleared
2 3 (5.77%) DV Cleared
3 1 (1.92%) Degree
3 1 (1.92%) ISTQB
3 1 (1.92%) ISTQB Advanced Certification
Quality Assurance & Compliance
1 13 (25.00%) Data Quality
2 7 (13.46%) QA
System Software
1 3 (5.77%) Apache Flume
2 1 (1.92%) HDFS
Systems Management
1 1 (1.92%) Control-M
1 1 (1.92%) Hadoop YARN
Vendors
1 26 (50.00%) Oracle
2 11 (21.15%) Informatica
3 10 (19.23%) Microsoft
3 10 (19.23%) SAP
4 6 (11.54%) Cloudera
4 6 (11.54%) Hyperion
4 6 (11.54%) IBM
5 3 (5.77%) Talend
5 3 (5.77%) TIBCO
6 2 (3.85%) Tableau
7 1 (1.92%) Cognos