Period
to 21 April 2018

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Hadoop YARN skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop YARN over the 6 months to 21 April 2018 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.

Apache Hadoop YARN (MapReduce 2.0)
Scotland > Edinburgh
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 130 111 137
Rank change year-on-year -19 +26 -
Contract jobs citing Hadoop YARN 2 2 1
As % of all contract IT jobs advertised in Edinburgh 0.071% 0.11% 0.034%
As % of the Systems Management category 0.62% 1.14% 0.44%
Number of daily rates quoted 2 2 1
Edinburgh median daily rate £488 £488 £700
Median daily rate % change year-on-year - -30.36% -
Scotland median daily rate £488 £488 £700
% change year-on-year - -30.36% -
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

Hadoop YARN is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for systems management skills.

All Systems Management Skills
Edinburgh
Contract vacancies with a requirement for systems management skills 325 176 228
As % of all contract IT jobs advertised in Edinburgh 11.57% 9.55% 7.83%
Number of daily rates quoted 210 88 106
Edinburgh median daily rate £450 £405 £375
Median daily rate % change year-on-year +11.11% +8.00% +10.29%
10th Percentile £306 £225 £255
90th Percentile £600 £500 £494
Scotland median daily rate £400 £388 £350
% change year-on-year +3.23% +10.71% +2.94%
Number of hourly rates quoted 0 3 0
Edinburgh median hourly rate - £19.50 -
Scotland median hourly rate £20.00 £22.50 £37.50
% change year-on-year -11.11% -40.00% +20.97%

For the 6 months to 21 April 2018, IT contractor jobs citing Hadoop YARN also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Edinburgh region with a requirement for Hadoop YARN.

1 2 (100.00%) Banking
1 2 (100.00%) Data Architecture
1 2 (100.00%) Scala
1 2 (100.00%) Hadoop
1 2 (100.00%) R
1 2 (100.00%) Retail Banking
1 2 (100.00%) HDFS
1 2 (100.00%) Apache Spark
1 2 (100.00%) Data Lake
2 1 (50.00%) Apache Airflow
2 1 (50.00%) Data Ingestion
2 1 (50.00%) Impala
2 1 (50.00%) Analytical Skills
2 1 (50.00%) Degree
2 1 (50.00%) HBase
2 1 (50.00%) Cloudera
2 1 (50.00%) Kafka
2 1 (50.00%) Oozie
2 1 (50.00%) Relational Database
2 1 (50.00%) Amazon S3
2 1 (50.00%) Amazon AWS
2 1 (50.00%) Apache Hive
2 1 (50.00%) Apache Cassandra
2 1 (50.00%) TOGAF
2 1 (50.00%) Teradata
2 1 (50.00%) Oracle
2 1 (50.00%) SQL Server
2 1 (50.00%) ITIL
2 1 (50.00%) ETL
2 1 (50.00%) RDBMS

Hadoop YARN
Co-occurring 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 2 (100.00%) Apache Spark
2 1 (50.00%) Apache Airflow
Cloud Services
1 1 (50.00%) Amazon AWS
1 1 (50.00%) Amazon S3
Database & Business Intelligence
1 2 (100.00%) Data Lake
1 2 (100.00%) Hadoop
2 1 (50.00%) Apache Cassandra
2 1 (50.00%) Apache Hive
2 1 (50.00%) HBase
2 1 (50.00%) Impala
2 1 (50.00%) RDBMS
2 1 (50.00%) Relational Database
2 1 (50.00%) SQL Server
Development Applications
1 1 (50.00%) ERwin
General
1 2 (100.00%) Banking
1 2 (100.00%) Retail Banking
Job Titles
1 2 (100.00%) Architect
1 2 (100.00%) Data Architect
Libraries, Frameworks & Software Standards
1 1 (50.00%) Kafka
Miscellaneous
1 1 (50.00%) Analytical Skills
Processes & Methodologies
1 2 (100.00%) Data Architecture
2 1 (50.00%) Data Ingestion
2 1 (50.00%) ETL
2 1 (50.00%) ITIL
2 1 (50.00%) TOGAF
Programming Languages
1 2 (100.00%) R
1 2 (100.00%) Scala
Qualifications
1 1 (50.00%) Degree
System Software
1 2 (100.00%) HDFS
Systems Management
1 1 (50.00%) Oozie
Vendors
1 1 (50.00%) Cloudera
1 1 (50.00%) IBM
1 1 (50.00%) Oracle
1 1 (50.00%) Teradata