The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for MapReduce skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MapReduce over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

MapReduce
England / South West
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 223 252 243
Rank change year-on-year +29 -9  
Permanent jobs citing MapReduce 2 6 4
As % of all permanent IT jobs advertised in the South West 0.039% 0.10% 0.067%
As % of the Processes & Methodologies category 0.044% 0.11% 0.076%
Number of salaries quoted 2 4 4
Median salary £31,652 £48,250 £58,750
Median salary % change year-on-year -34.40% -17.87%  
90% offered a salary of more than £30,974 £42,500 £45,250
10% offered a salary of more than £32,330 £54,000 £61,750
UK excluding London median salary £75,000 £57,500 £57,500
% change year-on-year +30.43% -  

MapReduce is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South West with a requirement for process and methodology skills.

Process & Methodology Skills
South West
Permanent job vacancies with a requirement for process and methodology skills 4579 5223 5264
As % of all permanent IT job vacancies advertised in the South West 90.05% 88.74% 87.84%
Number of salaries quoted 3780 4264 4373
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £29,600 £28,500
10% offered a salary of more than £62,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

MapReduce
Job Vacancy Trend in the South West

The job posting trend of jobs advertised in the South West citing MapReduce as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for MapReduce in the South West

MapReduce
Salary Trend in the South West

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

Salary trend for MapReduce in the South West

MapReduce
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MapReduce within the South West region over the 3 months to 30 March 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
Bristol +1 2 £31,652 -25.52%
MapReduce
England

For the 6 months to 30 March 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 South West region with a requirement for MapReduce.

1 8 (80.00%) Hadoop
1 8 (80.00%) Big Data
2 7 (70.00%) Analytics
3 6 (60.00%) Apache Pig
3 6 (60.00%) Apache Hive
3 6 (60.00%) Java
3 6 (60.00%) Oracle
4 5 (50.00%) OO
4 5 (50.00%) Data Analytics
5 4 (40.00%) MongoDB
5 4 (40.00%) Open Source
5 4 (40.00%) NoSQL
5 4 (40.00%) Apache Spark
5 4 (40.00%) SQL Server
5 4 (40.00%) MySQL
5 4 (40.00%) IBM
6 3 (30.00%) Perl
6 3 (30.00%) Data Modelling
6 3 (30.00%) Security Cleared
6 3 (30.00%) Ruby
6 3 (30.00%) Agile Software Development
6 3 (30.00%) Amazon AWS
7 2 (20.00%) OOA/OOD
7 2 (20.00%) Social Media
7 2 (20.00%) E-Discovery
7 2 (20.00%) Data Visualisation
7 2 (20.00%) Apache ZooKeeper
7 2 (20.00%) Big Data Analytics
7 2 (20.00%) Hortonworks
7 2 (20.00%) Cloudera

MapReduce
Co-occurring IT Skills in the South 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 6 (60.00%) Apache Pig
2 4 (40.00%) Apache Spark
3 2 (20.00%) Alfresco
3 2 (20.00%) Apache
3 2 (20.00%) Documentum
3 2 (20.00%) Mule
3 2 (20.00%) Oracle SOA Suite
3 2 (20.00%) SharePoint
4 1 (10.00%) Confluence
4 1 (10.00%) Elasticsearch
Cloud Services
1 3 (30.00%) Amazon AWS
2 2 (20.00%) Amazon EMR
3 1 (10.00%) Cloud Computing
3 1 (10.00%) SaaS
Communications & Networking
1 1 (10.00%) Kerberos
Database & Business Intelligence
1 8 (80.00%) Big Data
1 8 (80.00%) Hadoop
2 6 (60.00%) Apache Hive
3 4 (40.00%) MongoDB
3 4 (40.00%) MySQL
3 4 (40.00%) NoSQL
3 4 (40.00%) SQL Server
4 2 (20.00%) Amazon DynamoDB
4 2 (20.00%) Amazon RDS
4 2 (20.00%) Amazon Redshift
4 2 (20.00%) EDRMS
4 2 (20.00%) GIS
4 2 (20.00%) Oracle Reports
4 2 (20.00%) Relational Database
5 1 (10.00%) Apache Accumulo
5 1 (10.00%) Apache Cassandra
5 1 (10.00%) Data Mining
5 1 (10.00%) HBase
5 1 (10.00%) Neo4j
5 1 (10.00%) OrientDB
Development Applications
1 1 (10.00%) JIRA
General
1 1 (10.00%) Manufacturing
1 1 (10.00%) Telecoms
Job Titles
1 6 (60.00%) Architect
2 3 (30.00%) Data Architect
3 2 (20.00%) Developer
3 2 (20.00%) Full Stack Developer
3 2 (20.00%) JavaScript Developer
3 2 (20.00%) Principal Architect
3 2 (20.00%) Solutions Architect
3 2 (20.00%) Systems Architect
4 1 (10.00%) Analyst
4 1 (10.00%) Big Data Architect
4 1 (10.00%) Data Analyst
4 1 (10.00%) Data Engineer
4 1 (10.00%) Data Programmer
4 1 (10.00%) Infrastructure Architect
4 1 (10.00%) Principal Data Architect
4 1 (10.00%) Programmer
4 1 (10.00%) Python Programmer
4 1 (10.00%) Technical Architect
Libraries, Frameworks & Software Standards
1 2 (20.00%) .NET
1 2 (20.00%) .NET Framework
1 2 (20.00%) AngularJS
1 2 (20.00%) React
2 1 (10.00%) Kafka
Miscellaneous
1 2 (20.00%) Enterprise Software
1 2 (20.00%) Management Information System
1 2 (20.00%) Social Media
1 2 (20.00%) User Experience
2 1 (10.00%) Computer Science
2 1 (10.00%) Cyberthreat
2 1 (10.00%) Wiki
Operating Systems
1 1 (10.00%) Linux
Processes & Methodologies
1 7 (70.00%) Analytics
2 5 (50.00%) Data Analytics
2 5 (50.00%) OO
3 4 (40.00%) Open Source
4 3 (30.00%) Agile Software Development
4 3 (30.00%) Data Modelling
5 2 (20.00%) Business Development
5 2 (20.00%) Content Management
5 2 (20.00%) Data Analysis
5 2 (20.00%) Data Integration
5 2 (20.00%) Data Visualisation
5 2 (20.00%) Document Management
5 2 (20.00%) E-Discovery
5 2 (20.00%) Information Management
5 2 (20.00%) MODAF
5 2 (20.00%) OOA/OOD
5 2 (20.00%) SOA
5 2 (20.00%) TOGAF
5 2 (20.00%) Visualisation
5 2 (20.00%) Workflow
Programming Languages
1 6 (60.00%) Java
2 3 (30.00%) Perl
2 3 (30.00%) Ruby
3 2 (20.00%) JavaScript
3 2 (20.00%) Python
4 1 (10.00%) C
4 1 (10.00%) Scala
Qualifications
1 3 (30.00%) Security Cleared
2 2 (20.00%) DV Cleared
2 2 (20.00%) SC Cleared
3 1 (10.00%) PhD
System Software
1 2 (20.00%) Apache ZooKeeper
2 1 (10.00%) HDFS
Systems Management
1 2 (20.00%) Hadoop YARN
2 1 (10.00%) Opscode Chef
2 1 (10.00%) Puppet
Vendors
1 6 (60.00%) Oracle
2 4 (40.00%) IBM
3 2 (20.00%) Cloudera
3 2 (20.00%) ESRI
3 2 (20.00%) Hortonworks
3 2 (20.00%) OpenText
4 1 (10.00%) MapR
Cheltenham, Gloucestershire
Searchability
Salary: £55000 - £75000 per annum + Benefits
Posted: 10 hours ago