The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for MapReduce skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MapReduce over the 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
MapReduce
England / Yorkshire
Rank - 239 251
Permanent jobs citing MapReduce 0 12 17
As % of all permanent IT jobs advertised in Yorkshire - 0.18% 0.23%
As % of the Processes & Methodologies category - 0.21% 0.25%
Number of salaries quoted 0 0 11
Median salary - - £45,000
UK excluding London median salary £70,375 £57,500 £56,250
% change year-on-year +22.39% +2.22%  

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

Process & Methodology Skills
Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 4796 5741 6687
As % of all permanent IT job vacancies advertised in Yorkshire 90.63% 88.26% 90.05%
Number of salaries quoted 4176 4756 5366
Median salary £44,500 £42,000 £40,000
Median salary % change year-on-year +5.95% +5.00%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

MapReduce
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for MapReduce in Yorkshire

MapReduce
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MapReduce in Yorkshire.

Salary trend for MapReduce in Yorkshire

MapReduce
Top 17 Related IT Skills in Yorkshire

For the 6 months to 26 March 2017, IT jobs citing MapReduce also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Yorkshire region with a requirement for MapReduce.

1 1 (100.00%) C
1 1 (100.00%) C++
1 1 (100.00%) SQL
1 1 (100.00%) Data Management
1 1 (100.00%) Apache Solr
1 1 (100.00%) Hadoop
1 1 (100.00%) NoSQL
1 1 (100.00%) RabbitMQ
1 1 (100.00%) HBase
1 1 (100.00%) Apache ZooKeeper
1 1 (100.00%) Big Data
1 1 (100.00%) Kafka
1 1 (100.00%) Apache Flume
1 1 (100.00%) Elasticsearch
1 1 (100.00%) Oozie
1 1 (100.00%) HDFS
1 1 (100.00%) Apache Spark

MapReduce
Top Related IT Skills in Yorkshire 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 1 (100.00%) Apache Solr
1 1 (100.00%) Apache Spark
1 1 (100.00%) Elasticsearch
Database & Business Intelligence
1 1 (100.00%) Big Data
1 1 (100.00%) Hadoop
1 1 (100.00%) HBase
1 1 (100.00%) NoSQL
Job Titles
1 1 (100.00%) Big Data Engineer
1 1 (100.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) Kafka
1 1 (100.00%) RabbitMQ
Processes & Methodologies
1 1 (100.00%) Data Management
Programming Languages
1 1 (100.00%) C
1 1 (100.00%) C++
1 1 (100.00%) SQL
System Software
1 1 (100.00%) Apache Flume
1 1 (100.00%) Apache ZooKeeper
1 1 (100.00%) HDFS
Systems Management
1 1 (100.00%) Oozie