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 23 February 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
23 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
South East / Buckinghamshire
Rank 70 53 62
Rank change year-on-year
-17 +9
Contract jobs citing ETL 7 21 27
As % of all contract IT jobs located in Buckinghamshire 0.75% 2.12% 2.23%
As % of the Processes & Methodologies category 0.93% 2.58% 2.79%
Number of daily rates quoted 4 13 11
Median daily rate £418 £425 £350
Median daily rate % change year-on-year
-1.76% +21.42%
90% offered a daily rate of more than £359 £314 £310
10% offered a daily rate of more than £460 £605 £425
UK excluding London median daily rate £401 £400 £400
% change year-on-year
+0.31% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.50 £56.00 £40.00
% change year-on-year
-27.67% +40.00%

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
755 815 967
As % of all contract IT jobs located in Buckinghamshire 81.36% 82.24% 79.79%
Number of daily rates quoted 391 430 500
Median daily rate £400 £400 £375
Median daily rate % change year-on-year
- +6.66%
90% offered a daily rate of more than £300 £285 £280
10% offered a daily rate of more than £525 £530 £500
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 27 20 23
Median hourly rate £23.75 £16.20 £15.75
Median hourly rate % change year-on-year
+46.65% +2.82%
90% offered a hourly rate of more than £10.80 £12.00 £9.50
10% offered a hourly rate of more than £43.75 £60.00 £40.50
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

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 23 February 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 23 February 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 -2 4 £410 -8.88% 1
ETL
South East

ETL
Top 30 Related IT Skills in Buckinghamshire

For the 6 months to 23 February 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 20 (54.05%) Data Modelling
2 19 (51.35%) Data Warehouse
3 17 (45.95%) Oracle
4 16 (43.24%) Analytical Skills
5 14 (37.84%) SQL
6 12 (32.43%) Business Intelligence
7 10 (27.03%) Finance
7 10 (27.03%) Data Analysis
8 8 (21.62%) Microsoft
8 8 (21.62%) Java
8 8 (21.62%) Big Data
9 7 (18.92%) Data Quality
9 7 (18.92%) Hadoop
9 7 (18.92%) SQL Server Integration Services
9 7 (18.92%) SQL Server
9 7 (18.92%) Apache Spark
10 6 (16.22%) Impala
10 6 (16.22%) Migration
10 6 (16.22%) PL/SQL
10 6 (16.22%) SAP
10 6 (16.22%) Informatica
10 6 (16.22%) Star Schema
10 6 (16.22%) Apache Hive
10 6 (16.22%) SAP Data Services
11 5 (13.51%) MapReduce
11 5 (13.51%) Cloudera
11 5 (13.51%) QA
11 5 (13.51%) Test Scripting
11 5 (13.51%) Management Information System
11 5 (13.51%) Data Integration

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 7 (18.92%) Apache Spark
2 1 (2.70%) Apache Pig
2 1 (2.70%) SharePoint
2 1 (2.70%) SharePoint 2010
2 1 (2.70%) WebSphere
Applications
1 2 (5.41%) MS Excel
Business Applications
1 5 (13.51%) Hyperion Planning
1 5 (13.51%) Oracle Applications
2 4 (10.81%) Dynamics CRM
2 4 (10.81%) Dynamics NAV
3 1 (2.70%) Oracle ERP
Cloud Services
1 1 (2.70%) Microsoft Azure
Database & Business Intelligence
1 19 (51.35%) Data Warehouse
2 8 (21.62%) Big Data
3 7 (18.92%) Hadoop
3 7 (18.92%) SQL Server
3 7 (18.92%) SQL Server Integration Services
4 6 (16.22%) Apache Hive
4 6 (16.22%) Impala
4 6 (16.22%) SAP Data Services
4 6 (16.22%) Star Schema
5 5 (13.51%) Essbase
5 5 (13.51%) Power BI
5 5 (13.51%) Relational Database
6 4 (10.81%) Enterprise Data Warehouse
7 3 (8.11%) SQL Server 2012
7 3 (8.11%) SQL Server 2016
7 3 (8.11%) SQL Server Analysis Services
7 3 (8.11%) SQL Server Reporting Services
7 3 (8.11%) Sqoop
8 2 (5.41%) HBase
8 2 (5.41%) MongoDB
Development Applications
1 4 (10.81%) ERwin
2 3 (8.11%) Oracle Forms
2 3 (8.11%) Talend Open Studio
3 2 (5.41%) Visual Studio
4 1 (2.70%) Git (software)
4 1 (2.70%) Jenkins
4 1 (2.70%) JIRA
4 1 (2.70%) LoadRunner
General
1 10 (27.03%) Finance
2 4 (10.81%) Retail
3 3 (8.11%) Banking
Job Titles
1 17 (45.95%) Architect
2 13 (35.14%) Developer
3 9 (24.32%) Data Architect
4 7 (18.92%) SQL Developer
5 5 (13.51%) Analyst
5 5 (13.51%) Data Analyst
5 5 (13.51%) ETL Architect
5 5 (13.51%) ETL Developer
5 5 (13.51%) Hadoop Developer
5 5 (13.51%) Hyperion Architect
5 5 (13.51%) Informatica Developer
5 5 (13.51%) PL/SQL Developer
6 4 (10.81%) Business Intelligence Analyst
6 4 (10.81%) Business Intelligence Architect
6 4 (10.81%) ETL Analyst
6 4 (10.81%) Microsoft BI Architect
6 4 (10.81%) SAP Developer
7 3 (8.11%) Big Data Developer
7 3 (8.11%) Data Modeller
7 3 (8.11%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (10.81%) SOAP
2 2 (5.41%) Middleware
3 1 (2.70%) Kafka
3 1 (2.70%) REST
3 1 (2.70%) Spark Streaming
Miscellaneous
1 16 (43.24%) Analytical Skills
2 5 (13.51%) Management Information System
3 1 (2.70%) Data Structures
3 1 (2.70%) DataPower
Operating Systems
1 1 (2.70%) Unix
Processes & Methodologies
1 20 (54.05%) Data Modelling
2 12 (32.43%) Business Intelligence
3 10 (27.03%) Data Analysis
4 6 (16.22%) Migration
5 5 (13.51%) Agile Software Development
5 5 (13.51%) Budgeting and Forecasting
5 5 (13.51%) Business Forecasting
5 5 (13.51%) CRM
5 5 (13.51%) Data Architecture
5 5 (13.51%) Data Integration
5 5 (13.51%) Data Management
5 5 (13.51%) ERP
5 5 (13.51%) MapReduce
5 5 (13.51%) Test Scripting
6 4 (10.81%) Dimensional Modelling
6 4 (10.81%) ETL Development
6 4 (10.81%) Logical Data Model
6 4 (10.81%) Metadata Management
6 4 (10.81%) Physical Data Model
7 3 (8.11%) Scrum
Programming Languages
1 14 (37.84%) SQL
2 8 (21.62%) Java
3 6 (16.22%) PL/SQL
4 3 (8.11%) Scala
5 1 (2.70%) JavaScript
5 1 (2.70%) Perl
5 1 (2.70%) Python
5 1 (2.70%) Shell Script
Qualifications
1 5 (13.51%) SC Cleared
1 5 (13.51%) Security Cleared
2 3 (8.11%) DV Cleared
3 1 (2.70%) Degree
Quality Assurance & Compliance
1 7 (18.92%) Data Quality
2 5 (13.51%) QA
System Software
1 2 (5.41%) Apache Flume
2 1 (2.70%) HDFS
Systems Management
1 1 (2.70%) Hadoop YARN
1 1 (2.70%) Oozie
Vendors
1 17 (45.95%) Oracle
2 8 (21.62%) Microsoft
3 6 (16.22%) Informatica
3 6 (16.22%) SAP
4 5 (13.51%) Cloudera
4 5 (13.51%) Hyperion
5 4 (10.81%) IBM
6 3 (8.11%) Talend
7 2 (5.41%) TIBCO
8 1 (2.70%) Cognos
8 1 (2.70%) Tableau