The table below looks at the statistics for MapReduce skills in IT jobs advertised for the North West region. Included is a guide to the average salaries offered in IT jobs that have cited MapReduce over the 3 months to 24 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Dec 2014
Same period 2013 Same period 2012
MapReduce
Rank 247 238 -
Rank change year-on-year
-9 -
Permanent jobs citing MapReduce 5 1 0
As % of all permanent IT jobs located in the North West 0.068% 0.015% -
As % of the Processes & Methodologies category 0.082% 0.018% -
Number of salaries quoted 2 1 0
Average salary £71,250 £85,000 -
Average salary % change year-on-year
-16.17% -
UK excluding London average salary £57,500 £50,000 £50,000
% change year-on-year
+15.00% -
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 North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
6063 5433 6355
As % of all permanent IT jobs located in the North West 82.93% 81.00% 80.03%
Number of salaries quoted 5217 4517 5597
Average salary £40,000 £38,625 £37,500
Average salary % change year-on-year
+3.55% +3.00%
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £62,500 £55,000 £55,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

MapReduce
Jobs Demand Trend in the North West

This chart provides a 3-month moving total of permanent IT jobs citing MapReduce across the North West region as a proportion of the total demand within the Processes & Methodologies category.

MapReduce Jobs Demand Trend in the North West

MapReduce
Salary Trend in the North West

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

MapReduce Salary Trend in the North West

MapReduce
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing MapReduce across the North West region over the 3 months to 24 December 2014.

MapReduce Salary Histogram in the North West

MapReduce
Job Locations in the North West

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing MapReduce within the North West region over the 3 months to 24 December 2014. 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
Manchester -13 3 - -
Cheshire - 2 £71,250 -
MapReduce
England

MapReduce
Top 30 Related IT Skills in the North West

For the 6 months to 24 December 2014, IT jobs across the North West 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
2 8 (88.89%) Java
3 6 (66.67%) PHP
3 6 (66.67%) Apache
3 6 (66.67%) Relational Database
4 5 (55.56%) Windows
5 4 (44.44%) SQL
5 4 (44.44%) .NET
5 4 (44.44%) IIS
5 4 (44.44%) MS Office
5 4 (44.44%) ASP.NET
5 4 (44.44%) OOP
5 4 (44.44%) OO
5 4 (44.44%) SharePoint
5 4 (44.44%) Data Warehouse
5 4 (44.44%) MS Exchange
5 4 (44.44%) SAS
5 4 (44.44%) Microsoft
5 4 (44.44%) Content Management
5 4 (44.44%) Degree
5 4 (44.44%) Computer Science
5 4 (44.44%) Computer Security
5 4 (44.44%) Open Source
5 4 (44.44%) E-Discovery
5 4 (44.44%) Apache Hive
5 4 (44.44%) Tableau
5 4 (44.44%) HBase
5 4 (44.44%) Big Data
5 4 (44.44%) Apache Pig
5 4 (44.44%) Enterprise Software

MapReduce
Top Related IT Skills in the North West by Category

For the 6 months to 24 December 2014, IT jobs across the North West 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 6 (66.67%) Apache
2 4 (44.44%) SharePoint
2 4 (44.44%) MS Exchange
2 4 (44.44%) SAS
2 4 (44.44%) Apache Pig
2 4 (44.44%) IIS
3 2 (22.22%) Apache Spark
4 1 (11.11%) OpenStack
4 1 (11.11%) CloudStack
Applications
1 4 (44.44%) MS Office
2 2 (22.22%) SPSS
Cloud Services
1 3 (33.33%) Amazon EC2
2 2 (22.22%) Amazon AWS
2 2 (22.22%) Cloud Computing
2 2 (22.22%) Amazon EMR
3 1 (11.11%) Rackspace Cloud
Database & Business Intelligence
1 9 (100.00%) Hadoop
2 6 (66.67%) Relational Database
3 4 (44.44%) Big Data
3 4 (44.44%) Apache Hive
3 4 (44.44%) Data Warehouse
3 4 (44.44%) HBase
4 3 (33.33%) MongoDB
4 3 (33.33%) Apache Cassandra
4 3 (33.33%) NoSQL
5 2 (22.22%) Data Mining
5 2 (22.22%) RDBMS
5 2 (22.22%) Sqoop
5 2 (22.22%) Triplestore
5 2 (22.22%) Impala
6 1 (11.11%) Riak
Development Applications
1 1 (11.11%) Hudson
1 1 (11.11%) Jenkins
General
1 2 (22.22%) Finance
1 2 (22.22%) Banking
2 1 (11.11%) Games
Job Titles
1 2 (22.22%) Architect
1 2 (22.22%) Developer
1 2 (22.22%) Data Architect
1 2 (22.22%) Solutions Architect
1 2 (22.22%) Big Data Architect
2 1 (11.11%) Lead Developer
2 1 (11.11%) Operations Engineer
2 1 (11.11%) Hadoop Developer
2 1 (11.11%) Big Data Developer
Libraries, Frameworks & Software Standards
1 4 (44.44%) .NET
1 4 (44.44%) ASP.NET
2 2 (22.22%) Web Services
2 2 (22.22%) Kafka
2 2 (22.22%) Cascading
3 1 (11.11%) ZeroMQ
3 1 (11.11%) ActiveMQ
3 1 (11.11%) RESTful
3 1 (11.11%) RabbitMQ
Miscellaneous
1 4 (44.44%) Computer Science
1 4 (44.44%) Open Source
1 4 (44.44%) Enterprise Software
1 4 (44.44%) Analytical Skills
2 2 (22.22%) Data Integration
2 2 (22.22%) Visualisation
3 1 (11.11%) Online Games
Operating Systems
1 5 (55.56%) Windows
2 3 (33.33%) Linux
3 1 (11.11%) UNIX
Processes & Methodologies
1 4 (44.44%) OOP
1 4 (44.44%) OO
1 4 (44.44%) Computer Security
1 4 (44.44%) E-Discovery
1 4 (44.44%) Content Management
2 3 (33.33%) Analytics
3 2 (22.22%) Performance Tuning
3 2 (22.22%) ETL
3 2 (22.22%) Business Intelligence
3 2 (22.22%) Configuration Management
3 2 (22.22%) Data Security
3 2 (22.22%) Requirements Analysis
3 2 (22.22%) Technical Architecture
4 1 (11.11%) Stakeholder Management
4 1 (11.11%) DevOps
Programming Languages
1 8 (88.89%) Java
2 6 (66.67%) PHP
3 4 (44.44%) SQL
4 3 (33.33%) Python
4 3 (33.33%) C
4 3 (33.33%) C++
5 2 (22.22%) Perl
5 2 (22.22%) Scala
5 2 (22.22%) Bash Shell
5 2 (22.22%) R
6 1 (11.11%) Ruby
Qualifications
1 4 (44.44%) Degree
System Software
1 2 (22.22%) Apache Flume
1 2 (22.22%) HDFS
Systems Management
1 3 (33.33%) Opscode Chef
2 1 (11.11%) Ansible
2 1 (11.11%) Salt
2 1 (11.11%) Hadoop YARN
2 1 (11.11%) Puppet
Vendors
1 4 (44.44%) Microsoft
1 4 (44.44%) Tableau
2 2 (22.22%) Ab Initio
2 2 (22.22%) Teradata
2 2 (22.22%) Hitachi
2 2 (22.22%) Informatica
2 2 (22.22%) Cognos
3 1 (11.11%) Perforce
3 1 (11.11%) Google
3 1 (11.11%) Rackspace