The following table provides summary statistics for contract job vacancies advertised in Buckinghamshire with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
South East / Buckinghamshire
Rank 79 48 54
Rank change year-on-year -31 +6  
Contract jobs citing ETL 6 27 35
As % of all contract IT jobs advertised in Buckinghamshire 0.59% 2.62% 2.91%
As % of the Processes & Methodologies category 0.71% 3.12% 3.62%
Number of daily rates quoted 4 16 16
Median daily rate £430 £407 £350
Median daily rate % change year-on-year +5.78% +16.14%  
90% offered a daily rate of more than £359 £295 £263
10% offered a daily rate of more than £468 £625 £463
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £37.50 £63.00 £40.00
% change year-on-year -40.47% +57.50%  

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Buckinghamshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Buckinghamshire
Contract job vacancies with a requirement for process and methodology skills 844 866 967
As % of all contract IT job vacancies advertised in Buckinghamshire 82.66% 84.08% 80.52%
Number of daily rates quoted 416 457 472
Median daily rate £401 £410 £375
Median daily rate % change year-on-year -2.31% +9.33%  
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £550 £525 £500
UK excluding London median daily rate £410 £400 £399
% change year-on-year +2.50% +0.29%  
Number of hourly rates quoted 24 16 18
Median hourly rate £19.00 £33.00 £26.00
Median hourly rate % change year-on-year -42.42% +26.92%  
90% offered a hourly rate of more than £11.13 £13.57 £12.50
10% offered a hourly rate of more than £55.00 £60.00 £39.30
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

ETL
Job Vacancy Trend in Buckinghamshire

The job posting trend of jobs advertised in Buckinghamshire citing ETL as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Buckinghamshire

ETL
Contractor Daily Rate Trend in Buckinghamshire

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

Contractor daily rate trend for ETL in Buckinghamshire

ETL
Contractor Daily Rate Histogram in Buckinghamshire

The daily rate distribution of IT jobs citing ETL in Buckinghamshire over the 3 months to 23 March 2017.

Contractor daily rate histogram for ETL in Buckinghamshire

ETL
Contractor Hourly Rate Trend in Buckinghamshire

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

Contractor hourly rate trend for ETL 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 March 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 -19 5 £430 +12.41%
ETL
South East

ETL
Top 30 Related IT Skills in Buckinghamshire

For the 6 months to 23 March 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 14 (48.28%) Data Modelling
2 13 (44.83%) Data Warehouse
3 12 (41.38%) Oracle
4 11 (37.93%) Finance
5 10 (34.48%) SQL
5 10 (34.48%) Analytical Skills
6 9 (31.03%) Business Intelligence
7 8 (27.59%) SQL Server
7 8 (27.59%) Apache Spark
7 8 (27.59%) Hadoop
8 7 (24.14%) Apache Hive
8 7 (24.14%) Big Data
8 7 (24.14%) Impala
8 7 (24.14%) Java
8 7 (24.14%) SQL Server Integration Services
9 6 (20.69%) Agile Software Development
9 6 (20.69%) Cloudera
9 6 (20.69%) MapReduce
10 5 (17.24%) Security Cleared
10 5 (17.24%) Data Architecture
10 5 (17.24%) Hyperion Planning
10 5 (17.24%) SC Cleared
10 5 (17.24%) Relational Database
10 5 (17.24%) ETL Development
10 5 (17.24%) Budgeting and Forecasting
10 5 (17.24%) Essbase
10 5 (17.24%) Management Information System
10 5 (17.24%) Retail
10 5 (17.24%) Data Analysis
10 5 (17.24%) Star Schema

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 (27.59%) Apache Spark
2 2 (6.90%) Apache Pig
3 1 (3.45%) WebSphere
Applications
1 2 (6.90%) MS Excel
Business Applications
1 5 (17.24%) Hyperion Planning
2 4 (13.79%) Oracle Applications
3 1 (3.45%) Oracle ERP
Cloud Services
1 2 (6.90%) Microsoft Azure
2 1 (3.45%) Amazon AWS
Database & Business Intelligence
1 13 (44.83%) Data Warehouse
2 8 (27.59%) Hadoop
2 8 (27.59%) SQL Server
3 7 (24.14%) Apache Hive
3 7 (24.14%) Big Data
3 7 (24.14%) Impala
3 7 (24.14%) SQL Server Integration Services
4 5 (17.24%) Essbase
4 5 (17.24%) Relational Database
4 5 (17.24%) Star Schema
5 4 (13.79%) SAP Data Services
5 4 (13.79%) Sqoop
6 3 (10.34%) Enterprise Data Warehouse
6 3 (10.34%) HBase
6 3 (10.34%) MongoDB
6 3 (10.34%) NoSQL
6 3 (10.34%) SQL Server 2012
6 3 (10.34%) SQL Server 2016
6 3 (10.34%) SQL Server Analysis Services
6 3 (10.34%) SQL Server Reporting Services
Development Applications
1 4 (13.79%) Talend Open Studio
2 3 (10.34%) Oracle Forms
3 2 (6.90%) Visual Studio
4 1 (3.45%) Git (software)
4 1 (3.45%) Jenkins
4 1 (3.45%) JIRA
4 1 (3.45%) LoadRunner
General
1 11 (37.93%) Finance
2 5 (17.24%) Retail
3 3 (10.34%) Banking
Job Titles
1 14 (48.28%) Developer
2 9 (31.03%) Architect
3 6 (20.69%) SQL Developer
4 5 (17.24%) ETL Developer
4 5 (17.24%) Hadoop Developer
4 5 (17.24%) Hyperion Architect
5 4 (13.79%) Big Data Developer
5 4 (13.79%) Informatica Developer
5 4 (13.79%) PL/SQL Developer
6 3 (10.34%) SAP Developer
7 2 (6.90%) Apache Spark Developer
7 2 (6.90%) Data Architect
7 2 (6.90%) Data Modeller
7 2 (6.90%) Data Warehouse Architect
7 2 (6.90%) Scala Developer
7 2 (6.90%) Solutions Architect
8 1 (3.45%) ETL Tester
8 1 (3.45%) Java Scala Developer
8 1 (3.45%) SQL BI Developer
8 1 (3.45%) TOGAF Architect
Libraries, Frameworks & Software Standards
1 2 (6.90%) Middleware
1 2 (6.90%) SOAP
1 2 (6.90%) Spark Streaming
2 1 (3.45%) Kafka
Miscellaneous
1 10 (34.48%) Analytical Skills
2 5 (17.24%) Management Information System
3 1 (3.45%) DataPower
Processes & Methodologies
1 14 (48.28%) Data Modelling
2 9 (31.03%) Business Intelligence
3 6 (20.69%) Agile Software Development
3 6 (20.69%) MapReduce
4 5 (17.24%) Budgeting and Forecasting
4 5 (17.24%) Business Forecasting
4 5 (17.24%) Data Analysis
4 5 (17.24%) Data Architecture
4 5 (17.24%) ETL Development
5 4 (13.79%) Test Scripting
6 3 (10.34%) Continuous Integration
6 3 (10.34%) Scrum
7 2 (6.90%) Data Governance
7 2 (6.90%) Data Lineage
8 1 (3.45%) Customer Requirements
8 1 (3.45%) Data Cleansing
8 1 (3.45%) Data Extraction
8 1 (3.45%) Data Ingestion
8 1 (3.45%) Machine Learning
8 1 (3.45%) Single Customer View
Programming Languages
1 10 (34.48%) SQL
2 7 (24.14%) Java
3 4 (13.79%) PL/SQL
3 4 (13.79%) Scala
4 2 (6.90%) Perl
4 2 (6.90%) Python
5 1 (3.45%) JavaScript
5 1 (3.45%) Shell Script
Qualifications
1 5 (17.24%) SC Cleared
1 5 (17.24%) Security Cleared
2 3 (10.34%) DV Cleared
3 1 (3.45%) Degree
Quality Assurance & Compliance
1 4 (13.79%) QA
2 3 (10.34%) Data Quality
System Software
1 3 (10.34%) Apache Flume
2 2 (6.90%) HDFS
Systems Management
1 2 (6.90%) Hadoop YARN
2 1 (3.45%) Oozie
Vendors
1 12 (41.38%) Oracle
2 6 (20.69%) Cloudera
3 5 (17.24%) Hyperion
4 4 (13.79%) Informatica
4 4 (13.79%) Microsoft
4 4 (13.79%) SAP
4 4 (13.79%) Talend
5 2 (6.90%) IBM
6 1 (3.45%) Cognos
6 1 (3.45%) TIBCO