The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 3 months to 24 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
24 Mar 2017
Same period 2016 Same period 2015
Apache Hadoop
Scotland / Edinburgh
Rank 63 85 59
Rank change year-on-year +22 -26  
Contract jobs citing Hadoop 9 6 20
As % of all contract IT jobs advertised in Edinburgh 1.00% 0.40% 1.42%
As % of the Database & Business Intelligence category 5.59% 1.95% 7.14%
Number of daily rates quoted 8 3 12
Median daily rate £475 £450 £400
Median daily rate % change year-on-year +5.55% +12.50%  
UK excluding London median daily rate £488 £485 £500
% change year-on-year +0.51% -3.00%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £47.00 £38.00 £36.50
% change year-on-year +23.68% +4.10%  

Hadoop is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Edinburgh
Contract job vacancies with a requirement for database and business intelligence skills 161 308 280
As % of all contract IT job vacancies advertised in Edinburgh 17.89% 20.40% 19.93%
Number of daily rates quoted 95 196 169
Median daily rate £375 £400 £400
Median daily rate % change year-on-year -6.25% -  
90% offered a daily rate of more than £275 £320 £250
10% offered a daily rate of more than £475 £500 £490
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 6 2 2
Median hourly rate £52.09 £15.00 £47.50
Median hourly rate % change year-on-year +247.23% -68.42%  
UK excluding London median hourly rate £31.00 £32.50 £32.50
% change year-on-year -4.61% -  

Hadoop
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing Hadoop as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Hadoop in Edinburgh

Hadoop
Contractor Daily Rate Trend in Edinburgh

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

Contractor daily rate trend for Hadoop in Edinburgh

Hadoop
Top 30 Related IT Skills in Edinburgh

For the 6 months to 24 March 2017, IT contractor jobs citing Hadoop 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 Edinburgh region with a requirement for Hadoop.

1 8 (72.73%) Cloudera
2 7 (63.64%) ETL
3 6 (54.55%) SAS
3 6 (54.55%) Data Warehouse
3 6 (54.55%) Banking
4 5 (45.45%) Retail
4 5 (45.45%) Teradata
4 5 (45.45%) Data Modelling
5 4 (36.36%) SQL
5 4 (36.36%) Retail Banking
5 4 (36.36%) Big Data
5 4 (36.36%) Finance
5 4 (36.36%) Data Architecture
5 4 (36.36%) R
5 4 (36.36%) Data Ingestion
6 3 (27.27%) Data Lake
6 3 (27.27%) Apache Cassandra
6 3 (27.27%) Scala
6 3 (27.27%) Visualisation
6 3 (27.27%) HBase
6 3 (27.27%) Analytics
6 3 (27.27%) Master Data Management
6 3 (27.27%) Analytical Skills
6 3 (27.27%) Apache Spark
6 3 (27.27%) Taxonomies
6 3 (27.27%) Ontologies
6 3 (27.27%) Data Management
7 2 (18.18%) OLAP
7 2 (18.18%) Hadoop YARN
7 2 (18.18%) Data Structures

Hadoop
Top Related IT Skills in Edinburgh 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 (54.55%) SAS
2 3 (27.27%) Apache Spark
3 2 (18.18%) Apache Airflow
Applications
1 1 (9.09%) MS Office
Cloud Services
1 2 (18.18%) Amazon AWS
1 2 (18.18%) Amazon S3
Database & Business Intelligence
1 6 (54.55%) Data Warehouse
2 4 (36.36%) Big Data
3 3 (27.27%) Apache Cassandra
3 3 (27.27%) Data Lake
3 3 (27.27%) HBase
4 2 (18.18%) Apache Hive
4 2 (18.18%) Impala
4 2 (18.18%) OLAP
5 1 (9.09%) Enterprise Data Warehouse
5 1 (9.09%) SQL Server
5 1 (9.09%) SQL Server 2000
5 1 (9.09%) SQL Server 2005
5 1 (9.09%) SQL Server 2008
5 1 (9.09%) SQL Server 2012
5 1 (9.09%) SQL Server 2014
General
1 6 (54.55%) Banking
2 5 (45.45%) Retail
3 4 (36.36%) Finance
3 4 (36.36%) Retail Banking
Job Titles
1 4 (36.36%) Designer
1 4 (36.36%) Solutions Designer
2 3 (27.27%) Architect
2 3 (27.27%) Data Architect
2 3 (27.27%) Developer
3 2 (18.18%) Analyst
3 2 (18.18%) Big Data Developer
3 2 (18.18%) Cloud Developer
3 2 (18.18%) Data Analyst
3 2 (18.18%) Hadoop Developer
3 2 (18.18%) Solutions Architect
4 1 (9.09%) Data Modeller
4 1 (9.09%) SAS Analyst
4 1 (9.09%) SAS Data Analyst
4 1 (9.09%) SAS Developer
4 1 (9.09%) Senior Analyst
4 1 (9.09%) Senior Data Analyst
4 1 (9.09%) Senior Data Modeller
Libraries, Frameworks & Software Standards
1 2 (18.18%) Kafka
2 1 (9.09%) .NET
Miscellaneous
1 3 (27.27%) Analytical Skills
1 3 (27.27%) Taxonomies
2 2 (18.18%) Data Structures
3 1 (9.09%) Mainframe
Operating Systems
1 1 (9.09%) MVS
Processes & Methodologies
1 7 (63.64%) ETL
2 5 (45.45%) Data Modelling
3 4 (36.36%) Data Architecture
3 4 (36.36%) Data Ingestion
4 3 (27.27%) Analytics
4 3 (27.27%) Data Management
4 3 (27.27%) Master Data Management
4 3 (27.27%) Ontologies
4 3 (27.27%) Visualisation
5 2 (18.18%) Agile Software Development
5 2 (18.18%) Data Visualisation
6 1 (9.09%) Data Analysis
Programming Languages
1 4 (36.36%) R
1 4 (36.36%) SQL
2 3 (27.27%) Scala
3 1 (9.09%) C
3 1 (9.09%) C#
3 1 (9.09%) C++
3 1 (9.09%) Java
3 1 (9.09%) MATLAB
3 1 (9.09%) T-SQL
3 1 (9.09%) VB
Qualifications
1 2 (18.18%) SC Cleared
1 2 (18.18%) Security Cleared
System Software
1 2 (18.18%) HDFS
Systems Management
1 2 (18.18%) Hadoop YARN
1 2 (18.18%) Oozie
Vendors
1 8 (72.73%) Cloudera
2 5 (45.45%) Teradata
3 1 (9.09%) Microsoft