The table below looks at the statistics for MapReduce skills in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited MapReduce over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
MapReduce
Rank 227 245 273
Rank change year-on-year
+18 +28
Permanent jobs citing MapReduce 2 2 1
As % of all permanent IT jobs located in Yorkshire 0.037% 0.032% 0.013%
As % of the Processes & Methodologies category 0.042% 0.036% 0.015%
Number of salaries quoted 2 1 1
Median salary £58,750 £47,500 £52,500
Median salary % change year-on-year
+23.68% -9.52%
UK excluding London median salary £52,500 £58,750 £60,000
% change year-on-year
-10.63% -2.08%
MapReduce
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Yorkshire region.

Processes & Methodologies Category
Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
4777 5495 6645
As % of all permanent IT jobs located in Yorkshire 88.87% 88.42% 88.14%
Number of salaries quoted 4119 4464 5335
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

MapReduce
Jobs Demand Trend in Yorkshire

The demand trend of job ads across the Yorkshire region citing MapReduce as a proportion of all IT jobs with a match in the Processes & Methodologies category.

MapReduce Jobs Demand Trend in Yorkshire

MapReduce
Salary Trend in Yorkshire

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

MapReduce Salary Trend in Yorkshire

MapReduce
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing MapReduce across the Yorkshire region over the 3 months to 5 December 2016.

MapReduce Salary Histogram in Yorkshire

MapReduce
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MapReduce within the Yorkshire region over the 3 months to 5 December 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +38 2 £58,750 -
MapReduce
England

MapReduce
Top 30 Related IT Skills in Yorkshire

For the 6 months to 5 December 2016, 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 7 (100.00%) Hadoop
2 6 (85.71%) Java
3 5 (71.43%) SQL
4 4 (57.14%) PL/SQL
4 4 (57.14%) Continuous Integration
4 4 (57.14%) Git (software)
4 4 (57.14%) Amazon S3
4 4 (57.14%) Amazon AWS
4 4 (57.14%) Continuous Improvement
4 4 (57.14%) Jenkins
4 4 (57.14%) Amazon EMR
5 3 (42.86%) Big Data
5 3 (42.86%) HDFS
5 3 (42.86%) Apache Spark
5 3 (42.86%) HBase
6 2 (28.57%) Scala
6 2 (28.57%) Data Visualisation
6 2 (28.57%) Analytics
6 2 (28.57%) Apache Pig
6 2 (28.57%) Apache Hive
6 2 (28.57%) Visualisation
6 2 (28.57%) Agile Software Development
6 2 (28.57%) PostgreSQL
6 2 (28.57%) Information Management
6 2 (28.57%) T-SQL
6 2 (28.57%) OO
6 2 (28.57%) Data Modelling
6 2 (28.57%) OOD
7 1 (14.29%) Oozie
7 1 (14.29%) SDLC

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 3 (42.86%) Apache Spark
2 2 (28.57%) Apache Pig
3 1 (14.29%) Apache Solr
3 1 (14.29%) Elasticsearch
Cloud Services
1 4 (57.14%) Amazon AWS
1 4 (57.14%) Amazon EMR
1 4 (57.14%) Amazon S3
Database & Business Intelligence
1 7 (100.00%) Hadoop
2 3 (42.86%) Big Data
2 3 (42.86%) HBase
3 2 (28.57%) Apache Hive
3 2 (28.57%) PostgreSQL
4 1 (14.29%) NoSQL
Development Applications
1 4 (57.14%) Git (software)
1 4 (57.14%) Jenkins
Job Titles
1 6 (85.71%) Developer
2 4 (57.14%) Java Developer
3 2 (28.57%) Apache Spark Developer
3 2 (28.57%) Big Data Developer
3 2 (28.57%) Hadoop Developer
3 2 (28.57%) Scala Developer
4 1 (14.29%) Big Data Engineer
4 1 (14.29%) Data Engineer
4 1 (14.29%) Mid-Level Java Developer
4 1 (14.29%) Senior Developer
4 1 (14.29%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 1 (14.29%) Kafka
1 1 (14.29%) RabbitMQ
Miscellaneous
1 2 (28.57%) Visualisation
Processes & Methodologies
1 4 (57.14%) Continuous Improvement
1 4 (57.14%) Continuous Integration
2 2 (28.57%) Agile Software Development
2 2 (28.57%) Analytics
2 2 (28.57%) Data Modelling
2 2 (28.57%) Data Visualisation
2 2 (28.57%) Information Management
2 2 (28.57%) OO
2 2 (28.57%) OOD
3 1 (14.29%) Data Management
3 1 (14.29%) SDLC
Programming Languages
1 6 (85.71%) Java
2 5 (71.43%) SQL
3 4 (57.14%) PL/SQL
4 2 (28.57%) Scala
4 2 (28.57%) T-SQL
5 1 (14.29%) C
5 1 (14.29%) C++
System Software
1 3 (42.86%) HDFS
2 1 (14.29%) Apache Flume
2 1 (14.29%) Apache ZooKeeper
Systems Management
1 1 (14.29%) Oozie
Vendors
1 1 (14.29%) Pegasus