The table below looks at the statistics for MapReduce skills in IT jobs advertised for the Yorkshire region. Included is a guide to the average salaries offered in IT jobs that have cited MapReduce over the 3 months to 8 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
8 Feb 2016
Same period 2015 Same period 2014
MapReduce
Rank 252 256 -
Rank change year-on-year
+4 -
Permanent jobs citing MapReduce 8 13 0
As % of all permanent IT jobs located in Yorkshire 0.13% 0.18% -
As % of the Processes & Methodologies category 0.15% 0.21% -
Number of salaries quoted 4 10 0
Average salary £60,125 £45,000 -
Average salary % change year-on-year
+33.61% -
UK excluding London average salary £57,500 £51,000 £50,000
% change year-on-year
+12.74% +2.00%
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
5487 6301 5558
As % of all permanent IT jobs located in Yorkshire 87.29% 88.36% 84.95%
Number of salaries quoted 4568 5169 4214
Average salary £42,500 £40,000 £40,000
Average salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £60,000 £60,000 £55,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

MapReduce
Jobs Demand Trend in Yorkshire

This chart provides a 3-month moving total of permanent IT jobs citing MapReduce across the Yorkshire region as a proportion of the total demand within 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 8 February 2016.

MapReduce Salary Histogram in Yorkshire

MapReduce
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing MapReduce within the Yorkshire region over the 3 months to 8 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +8 7 £60,250 +33.88% 1
South Yorkshire - 1 £47,500 -
MapReduce
England

MapReduce
Top 30 Related IT Skills in Yorkshire

For the 6 months to 8 February 2016, IT jobs across the Yorkshire region citing MapReduce also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited MapReduce.

1 9 (100.00%) Hadoop
1 9 (100.00%) Cloudera
1 9 (100.00%) Analytics
2 8 (88.89%) Big Data
2 8 (88.89%) Apache Spark
2 8 (88.89%) Kafka
2 8 (88.89%) Apache Hive
3 7 (77.78%) Apache Pig
3 7 (77.78%) Oracle
3 7 (77.78%) SQL Server
3 7 (77.78%) Data Warehouse
3 7 (77.78%) ETL
3 7 (77.78%) Informatica
3 7 (77.78%) Business Intelligence
3 7 (77.78%) Ab Initio
3 7 (77.78%) Teradata
3 7 (77.78%) Netezza
3 7 (77.78%) SQL Server Integration Services
4 6 (66.67%) Migration
4 6 (66.67%) Data Management
4 6 (66.67%) Talend
4 6 (66.67%) Hortonworks
4 6 (66.67%) MapR
4 6 (66.67%) HDFS
4 6 (66.67%) Impala
4 6 (66.67%) Data Quality
4 6 (66.67%) Apache Flume
4 6 (66.67%) Data Analytics
4 6 (66.67%) Data Migration
4 6 (66.67%) Talend Open Studio

MapReduce
Top Related IT Skills in Yorkshire by Category

For the 6 months to 8 February 2016, IT jobs across the Yorkshire region citing MapReduce also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited MapReduce. Up to 20 skills are shown per category.

Application Platforms
1 8 (88.89%) Apache Spark
2 7 (77.78%) Apache Pig
3 1 (11.11%) Apache
3 1 (11.11%) SAS
Database & Business Intelligence
1 9 (100.00%) Hadoop
2 8 (88.89%) Apache Hive
2 8 (88.89%) Big Data
3 7 (77.78%) Data Warehouse
3 7 (77.78%) SQL Server
3 7 (77.78%) SQL Server Integration Services
4 6 (66.67%) Impala
5 1 (11.11%) BODI
5 1 (11.11%) BusinessObjects
5 1 (11.11%) HBase
5 1 (11.11%) Oracle OWB
5 1 (11.11%) QlikView
5 1 (11.11%) SQL Server Reporting Services
Development Applications
1 6 (66.67%) Talend Open Studio
General
1 3 (33.33%) Finance
2 1 (11.11%) Online Betting
Job Titles
1 6 (66.67%) Designer
1 6 (66.67%) Solutions Designer
2 2 (22.22%) Teradata Designer
3 1 (11.11%) Architect
3 1 (11.11%) Big Data Developer
3 1 (11.11%) Business Intelligence Architect
3 1 (11.11%) Business Intelligence Consultant
3 1 (11.11%) Consultant
3 1 (11.11%) Developer
3 1 (11.11%) Java Developer
3 1 (11.11%) Java Engineer
3 1 (11.11%) Java Scala Developer
3 1 (11.11%) Scala Developer
Libraries, Frameworks & Software Standards
1 8 (88.89%) Kafka
2 4 (44.44%) Velocity
3 1 (11.11%) Hibernate
3 1 (11.11%) Samza
3 1 (11.11%) Spark Streaming
3 1 (11.11%) Spring
Miscellaneous
1 3 (33.33%) Management Information System
2 1 (11.11%) Cybercrime
Processes & Methodologies
1 9 (100.00%) Analytics
2 7 (77.78%) Business Intelligence
2 7 (77.78%) ETL
3 6 (66.67%) Data Analytics
3 6 (66.67%) Data Management
3 6 (66.67%) Data Migration
3 6 (66.67%) Migration
4 4 (44.44%) CRM
4 4 (44.44%) Data Engineering
4 4 (44.44%) Dimensional Modelling
4 4 (44.44%) Test Management
5 3 (33.33%) Cybersecurity
6 1 (11.11%) Agile Software Development
6 1 (11.11%) Data Architecture
6 1 (11.11%) Inmon Methodology
6 1 (11.11%) Kimball Methodology
6 1 (11.11%) RUP
6 1 (11.11%) UML
Programming Languages
1 2 (22.22%) Java
1 2 (22.22%) R
1 2 (22.22%) Scala
Qualifications
1 1 (11.11%) Degree
Quality Assurance & Compliance
1 6 (66.67%) Data Quality
System Software
1 6 (66.67%) Apache Flume
1 6 (66.67%) HDFS
Vendors
1 9 (100.00%) Cloudera
2 7 (77.78%) Ab Initio
2 7 (77.78%) Informatica
2 7 (77.78%) Netezza
2 7 (77.78%) Oracle
2 7 (77.78%) Teradata
3 6 (66.67%) Hortonworks
3 6 (66.67%) MapR
3 6 (66.67%) Talend
4 1 (11.11%) Tableau
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