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 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
MapReduce
England / Yorkshire
Rank - 246 256
Permanent jobs citing MapReduce 0 9 6
As % of all permanent IT jobs located in Yorkshire - 0.15% 0.088%
As % of the Processes & Methodologies category - 0.17% 0.098%
Number of salaries quoted 0 4 6
Median salary - £60,125 £45,000
Median salary % change year-on-year
- +33.61%
UK excluding London median salary £65,000 £57,500 £50,500
% change year-on-year
+13.04% +13.86%

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
4571 5343 6124
As % of all permanent IT jobs located in Yorkshire 89.16% 88.36% 89.36%
Number of salaries quoted 3908 4432 5005
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £29,500 £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 £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
Top 30 Related IT Skills in Yorkshire

For the 6 months to 19 January 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 5 (100.00%) Hadoop
2 4 (80.00%) Java
3 3 (60.00%) SQL
3 3 (60.00%) HBase
3 3 (60.00%) Big Data
3 3 (60.00%) HDFS
3 3 (60.00%) Apache Spark
4 2 (40.00%) Scala
4 2 (40.00%) Analytics
4 2 (40.00%) Apache Pig
4 2 (40.00%) Jenkins
4 2 (40.00%) Amazon EMR
4 2 (40.00%) Data Visualisation
4 2 (40.00%) Continuous Improvement
4 2 (40.00%) Visualisation
4 2 (40.00%) Amazon S3
4 2 (40.00%) Amazon AWS
4 2 (40.00%) Apache Hive
4 2 (40.00%) T-SQL
4 2 (40.00%) OO
4 2 (40.00%) Data Modelling
4 2 (40.00%) OOD
4 2 (40.00%) PL/SQL
4 2 (40.00%) PostgreSQL
4 2 (40.00%) Agile Software Development
4 2 (40.00%) Information Management
4 2 (40.00%) Continuous Integration
4 2 (40.00%) Git (software)
5 1 (20.00%) Apache Solr
5 1 (20.00%) Data Management

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 (60.00%) Apache Spark
2 2 (40.00%) Apache Pig
3 1 (20.00%) Apache Solr
3 1 (20.00%) Elasticsearch
Cloud Services
1 2 (40.00%) Amazon AWS
1 2 (40.00%) Amazon EMR
1 2 (40.00%) Amazon S3
Database & Business Intelligence
1 5 (100.00%) Hadoop
2 3 (60.00%) Big Data
2 3 (60.00%) HBase
3 2 (40.00%) Apache Hive
3 2 (40.00%) PostgreSQL
4 1 (20.00%) NoSQL
Development Applications
1 2 (40.00%) Git (software)
1 2 (40.00%) Jenkins
Job Titles
1 4 (80.00%) Developer
2 2 (40.00%) Apache Spark Developer
2 2 (40.00%) Big Data Developer
2 2 (40.00%) Hadoop Developer
2 2 (40.00%) Java Developer
2 2 (40.00%) Scala Developer
3 1 (20.00%) Big Data Engineer
3 1 (20.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 1 (20.00%) Kafka
1 1 (20.00%) RabbitMQ
Miscellaneous
1 2 (40.00%) Visualisation
Processes & Methodologies
1 2 (40.00%) Agile Software Development
1 2 (40.00%) Analytics
1 2 (40.00%) Continuous Improvement
1 2 (40.00%) Continuous Integration
1 2 (40.00%) Data Modelling
1 2 (40.00%) Data Visualisation
1 2 (40.00%) Information Management
1 2 (40.00%) OO
1 2 (40.00%) OOD
2 1 (20.00%) Data Management
2 1 (20.00%) SDLC
Programming Languages
1 4 (80.00%) Java
2 3 (60.00%) SQL
3 2 (40.00%) PL/SQL
3 2 (40.00%) Scala
3 2 (40.00%) T-SQL
4 1 (20.00%) C
4 1 (20.00%) C++
System Software
1 3 (60.00%) HDFS
2 1 (20.00%) Apache Flume
2 1 (20.00%) Apache ZooKeeper
Systems Management
1 1 (20.00%) Oozie
Vendors
1 1 (20.00%) Pegasus