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 31 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
MapReduce
Rank 244 240 240
Rank change year-on-year
-4 0
Permanent jobs citing MapReduce 9 9 1
As % of all permanent IT jobs located in the North West 0.14% 0.13% 0.014%
As % of the Processes & Methodologies category 0.16% 0.15% 0.017%
Number of salaries quoted 4 9 1
Average salary £59,000 £80,000 £47,500
Average salary % change year-on-year
-26.25% +68.42%
UK excluding London average salary £60,000 £72,500 £50,000
% change year-on-year
-17.24% +45.00%
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
5612 5961 5807
As % of all permanent IT jobs located in the North West 86.07% 83.34% 80.11%
Number of salaries quoted 4559 4753 4939
Average salary £40,000 £40,000 £37,500
Average salary % change year-on-year
- +6.66%
90% offered a salary of more than £27,500 £27,500 £27,000
10% offered a salary of more than £60,000 £56,000 £57,500
UK excluding London average salary £45,000 £42,500 £40,995
% change year-on-year
+5.88% +3.67%

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
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 31 July 2015. 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 +10 9 £59,000 -26.25%
MapReduce
England

MapReduce
Top 30 Related IT Skills in the North West

For the 6 months to 31 July 2015, 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 15 (78.95%) Analytical Skills
2 13 (68.42%) HDFS
2 13 (68.42%) Hadoop
3 12 (63.16%) NoSQL
3 12 (63.16%) Hortonworks
3 12 (63.16%) Data Modelling
4 11 (57.89%) Apache Hive
4 11 (57.89%) Apache Pig
5 8 (42.11%) Big Data
6 7 (36.84%) HBase
6 7 (36.84%) Apache Spark
6 7 (36.84%) SAP
6 7 (36.84%) Java
6 7 (36.84%) Apache
6 7 (36.84%) Python
6 7 (36.84%) Statistics
7 6 (31.58%) Use Case
7 6 (31.58%) Data Migration
7 6 (31.58%) Windows Server 2008
7 6 (31.58%) SQL Server 2008
7 6 (31.58%) NAS
7 6 (31.58%) Identity Management
7 6 (31.58%) Management Information System
7 6 (31.58%) Migration
7 6 (31.58%) Replication
7 6 (31.58%) VMware
7 6 (31.58%) VMware ESX
7 6 (31.58%) Data Management
7 6 (31.58%) Information Management
7 6 (31.58%) SQL Server Reporting Services

MapReduce
Top Related IT Skills in the North West by Category

For the 6 months to 31 July 2015, 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 11 (57.89%) Apache Pig
2 7 (36.84%) Apache Spark
2 7 (36.84%) Apache
3 6 (31.58%) IIS
4 2 (10.53%) SAS
Applications
1 2 (10.53%) SPSS
Cloud Services
1 6 (31.58%) Amazon EC2
1 6 (31.58%) Amazon S3
1 6 (31.58%) Amazon AWS
1 6 (31.58%) Amazon EMR
1 6 (31.58%) Virtual Private Cloud
Communications & Networking
1 6 (31.58%) Ethernet
1 6 (31.58%) DNS
1 6 (31.58%) SAN
1 6 (31.58%) DMZ
1 6 (31.58%) Internet
1 6 (31.58%) NAS
Database & Business Intelligence
1 13 (68.42%) Hadoop
2 12 (63.16%) NoSQL
3 11 (57.89%) Apache Hive
4 8 (42.11%) Big Data
5 7 (36.84%) HBase
6 6 (31.58%) SQL Server Reporting Services
6 6 (31.58%) SQL Server 2008
6 6 (31.58%) SQL Server 2012
6 6 (31.58%) SQL Server
6 6 (31.58%) Amazon RDS
6 6 (31.58%) Amazon Redshift
7 5 (26.32%) Data Warehouse
8 4 (21.05%) DataStage
8 4 (21.05%) DB2
9 1 (5.26%) MongoDB
9 1 (5.26%) Apache Cassandra
9 1 (5.26%) BigTable
9 1 (5.26%) Amazon DynamoDB
9 1 (5.26%) Pentaho
9 1 (5.26%) Mahout
Development Applications
1 1 (5.26%) Talend Open Studio
Job Titles
1 7 (36.84%) Architect
1 7 (36.84%) Developer
1 7 (36.84%) Data Architect
1 7 (36.84%) Java Developer
2 6 (31.58%) Consultant
3 5 (26.32%) Big Data Architect
4 4 (21.05%) SQL Server Consultant
4 4 (21.05%) SQL Server DBA
4 4 (21.05%) SQL DBA
4 4 (21.05%) DBA
5 3 (15.79%) Senior Consultant
6 2 (10.53%) Big Data Consultant
6 2 (10.53%) Senior DBA
6 2 (10.53%) Senior SQL Server DBA
6 2 (10.53%) Senior SQL DBA
6 2 (10.53%) Data Consultant
7 1 (5.26%) Senior Manager
7 1 (5.26%) Data Manager
Libraries, Frameworks & Software Standards
1 6 (31.58%) Web Services
Miscellaneous
1 15 (78.95%) Analytical Skills
2 7 (36.84%) Statistics
3 6 (31.58%) Management Information System
3 6 (31.58%) Replication
4 5 (26.32%) Computer Science
4 5 (26.32%) Data Integration
Operating Systems
1 6 (31.58%) Windows
1 6 (31.58%) Windows Server 2008
Processes & Methodologies
1 12 (63.16%) Data Modelling
2 6 (31.58%) Business Analytics
2 6 (31.58%) Analytics
2 6 (31.58%) Identity Management
2 6 (31.58%) Migration
2 6 (31.58%) Data Management
2 6 (31.58%) Information Management
2 6 (31.58%) Data Analysis
2 6 (31.58%) Use Case
2 6 (31.58%) Data Migration
3 5 (26.32%) Data Architecture
3 5 (26.32%) Logical Data Model
3 5 (26.32%) Business Intelligence
4 4 (21.05%) Data Governance
5 1 (5.26%) Data Analytics
5 1 (5.26%) Business Development
5 1 (5.26%) ETL
Programming Languages
1 7 (36.84%) Java
1 7 (36.84%) Python
2 6 (31.58%) SQL
3 2 (10.53%) R
Qualifications
1 5 (26.32%) Degree
System Software
1 13 (68.42%) HDFS
2 6 (31.58%) GPFS
2 6 (31.58%) VMware ESX
2 6 (31.58%) VMware ESXi
Systems Management
1 4 (21.05%) Oozie
1 4 (21.05%) Hadoop YARN
Vendors
1 12 (63.16%) Hortonworks
2 7 (36.84%) SAP
3 6 (31.58%) Microsoft
3 6 (31.58%) VMware
4 5 (26.32%) Informatica
4 5 (26.32%) Cognos
4 5 (26.32%) Cloudera
4 5 (26.32%) MapR
5 4 (21.05%) Apple
5 4 (21.05%) Ab Initio
5 4 (21.05%) IBM
5 4 (21.05%) Teradata
5 4 (21.05%) Netezza
5 4 (21.05%) Twitter
6 1 (5.26%) Talend
6 1 (5.26%) MicroStrategy