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 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 / North West
Rank 241 226 254
Rank change year-on-year
-15 +28
Permanent jobs citing MapReduce 7 3 2
As % of all permanent IT jobs located in the North West 0.12% 0.054% 0.029%
As % of the Processes & Methodologies category 0.13% 0.062% 0.034%
Number of salaries quoted 7 2 2
Median salary £40,000 £100,000 £71,250
Median salary % change year-on-year
-60.00% +40.35%
90% offered a salary of more than £34,500 £100,000 £64,250
10% offered a salary of more than £61,500 £100,000 £78,250
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 North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5267 4836 5924
As % of all permanent IT jobs located in the North West 88.83% 87.39% 86.34%
Number of salaries quoted 4420 4018 5077
Median salary £42,500 £42,469 £40,000
Median salary % change year-on-year
+0.07% +6.17%
90% offered a salary of more than £28,300 £28,500 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

MapReduce
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing MapReduce as a proportion of all IT jobs with a match in 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 19 January 2017.

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 median salaries quoted in IT jobs citing MapReduce within the North West region over the 3 months to 19 January 2017. 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 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
Manchester - 6 £46,250 - 5
Cheshire +12 1 £30,000 -70.00%
MapReduce
England

MapReduce
Top 30 Related IT Skills in the North West

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 North West region with a requirement for MapReduce.

1 14 (100.00%) Hadoop
1 14 (100.00%) Big Data
2 10 (71.43%) Python
3 9 (64.29%) SQL
3 9 (64.29%) NoSQL
3 9 (64.29%) Apache Spark
4 8 (57.14%) Java
5 7 (50.00%) Cloudera
6 6 (42.86%) Agile Software Development
7 5 (35.71%) Security Monitoring
7 5 (35.71%) Performance Tuning
7 5 (35.71%) Impala
7 5 (35.71%) SQL Server 2016
7 5 (35.71%) Data Protection Act
7 5 (35.71%) Disaster Recovery
7 5 (35.71%) Data Security
7 5 (35.71%) SQL Server
7 5 (35.71%) Data Modelling
7 5 (35.71%) Business Intelligence
7 5 (35.71%) Linux
7 5 (35.71%) R
7 5 (35.71%) Apache Pig
7 5 (35.71%) Open Source
7 5 (35.71%) Capacity Planning
7 5 (35.71%) Apache Hive
7 5 (35.71%) MongoDB
7 5 (35.71%) Data Protection
8 4 (28.57%) HBase
8 4 (28.57%) Kafka
8 4 (28.57%) HDFS

MapReduce
Top Related IT Skills in the North West 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 9 (64.29%) Apache Spark
2 5 (35.71%) Apache Pig
3 3 (21.43%) Apache
4 1 (7.14%) Apache Solr
4 1 (7.14%) Elasticsearch
Business Applications
1 2 (14.29%) SAP Oil and Gas
Cloud Services
1 3 (21.43%) Amazon AWS
1 3 (21.43%) Amazon EMR
Database & Business Intelligence
1 14 (100.00%) Big Data
1 14 (100.00%) Hadoop
2 9 (64.29%) NoSQL
3 5 (35.71%) Apache Hive
3 5 (35.71%) Impala
3 5 (35.71%) MongoDB
3 5 (35.71%) SQL Server
3 5 (35.71%) SQL Server 2016
4 4 (28.57%) HBase
5 3 (21.43%) Amazon Redshift
6 2 (14.29%) Sqoop
Development Applications
1 2 (14.29%) Git (software)
General
1 3 (21.43%) Legal
2 2 (14.29%) Electronics
2 2 (14.29%) Finance
2 2 (14.29%) Manufacturing
2 2 (14.29%) Marketing
2 2 (14.29%) Telecoms
Job Titles
1 6 (42.86%) Data Engineer
2 5 (35.71%) Administrator
2 5 (35.71%) DBA
2 5 (35.71%) SQL DBA
3 3 (21.43%) Developer
3 3 (21.43%) Hadoop Developer
3 3 (21.43%) Scala Software Engineer
3 3 (21.43%) Software Engineer
4 2 (14.29%) Apache Spark Developer
4 2 (14.29%) Architect
4 2 (14.29%) AWS Engineer
4 2 (14.29%) AWS Software Engineer
4 2 (14.29%) Big Data Engineer
4 2 (14.29%) Data Architect
4 2 (14.29%) Hadoop Architect
4 2 (14.29%) Senior Architect
4 2 (14.29%) Senior Data Architect
4 2 (14.29%) Senior Developer
4 2 (14.29%) Senior Hadoop Architect
4 2 (14.29%) Senior Hadoop Developer
Libraries, Frameworks & Software Standards
1 4 (28.57%) Kafka
2 3 (21.43%) Web Services
3 1 (7.14%) RabbitMQ
Miscellaneous
1 5 (35.71%) Data Protection Act
Operating Systems
1 5 (35.71%) Linux
Processes & Methodologies
1 6 (42.86%) Agile Software Development
2 5 (35.71%) Business Intelligence
2 5 (35.71%) Capacity Planning
2 5 (35.71%) Data Modelling
2 5 (35.71%) Data Protection
2 5 (35.71%) Data Security
2 5 (35.71%) Disaster Recovery
2 5 (35.71%) Open Source
2 5 (35.71%) Performance Tuning
2 5 (35.71%) Security Monitoring
3 3 (21.43%) Analytics
3 3 (21.43%) Automated Testing
3 3 (21.43%) Configuration Management
3 3 (21.43%) Continuous Integration
3 3 (21.43%) Data Analytics
3 3 (21.43%) Data Architecture
3 3 (21.43%) Market Research
3 3 (21.43%) Mentoring
3 3 (21.43%) OO
3 3 (21.43%) Software Engineering
Programming Languages
1 10 (71.43%) Python
2 9 (64.29%) SQL
3 8 (57.14%) Java
4 5 (35.71%) R
5 3 (21.43%) C
5 3 (21.43%) C++
5 3 (21.43%) Clojure
5 3 (21.43%) Haskell
5 3 (21.43%) Scala
6 2 (14.29%) C#
7 1 (7.14%) PHP
7 1 (7.14%) Ruby
System Software
1 4 (28.57%) HDFS
2 1 (7.14%) Apache Flume
2 1 (7.14%) Apache ZooKeeper
Systems Management
1 1 (7.14%) Oozie
Vendors
1 7 (50.00%) Cloudera
2 2 (14.29%) Hortonworks
2 2 (14.29%) SAP
Manchester, Lancashire
Agile Recruitment Ltd
Salary: benefits
Posted: Yesterday
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 2 days ago
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Salary: £45,000 - £85,000 + extensive benefits package
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