The table below looks at the statistics for MapReduce skills in IT jobs advertised for the Berkshire 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
South East / Berkshire
Rank 177 - 221
Rank change year-on-year
- 0
Permanent jobs citing MapReduce 9 0 2
As % of all permanent IT jobs located in Berkshire 0.25% - 0.037%
As % of the Processes & Methodologies category 0.29% - 0.044%
Number of salaries quoted 8 0 2
Median salary £50,000 - £85,000
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 Berkshire region.

Processes & Methodologies Category
Berkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
3125 4620 4574
As % of all permanent IT jobs located in Berkshire 85.55% 86.26% 84.86%
Number of salaries quoted 2377 3757 3244
Median salary £52,500 £52,500 £50,000
Median salary % change year-on-year
- +5.00%
90% offered a salary of more than £32,500 £35,000 £32,500
10% offered a salary of more than £75,000 £72,500 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

MapReduce
Jobs Demand Trend in Berkshire

The demand trend of job ads across the Berkshire region citing MapReduce as a proportion of all IT jobs with a match in the Processes & Methodologies category.

MapReduce Jobs Demand Trend in Berkshire

MapReduce
Salary Trend in Berkshire

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

MapReduce Salary Trend in Berkshire

MapReduce
Salary Histogram in Berkshire

This chart provides a salary histogram for IT jobs citing MapReduce across the Berkshire region over the 3 months to 19 January 2017.

MapReduce Salary Histogram in Berkshire

MapReduce
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MapReduce within the Berkshire 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
Reading - 7 £50,000 -
MapReduce
South East

MapReduce
Top 30 Related IT Skills in Berkshire

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 Berkshire region with a requirement for MapReduce.

1 12 (100.00%) Hadoop
2 9 (75.00%) Apache Hive
2 9 (75.00%) Big Data
3 8 (66.67%) Apache Pig
3 8 (66.67%) Apache Spark
3 8 (66.67%) Java
4 7 (58.33%) Scrum
4 7 (58.33%) NoSQL
4 7 (58.33%) Agile Software Development
5 4 (33.33%) HBase
5 4 (33.33%) OO
6 3 (25.00%) Unix
6 3 (25.00%) Linux
6 3 (25.00%) OOD
6 3 (25.00%) PostgreSQL
6 3 (25.00%) Telecoms
6 3 (25.00%) Finance
6 3 (25.00%) Retail
6 3 (25.00%) Software Engineering
6 3 (25.00%) Requirements Analysis
6 3 (25.00%) JIRA
6 3 (25.00%) Wiki
6 3 (25.00%) Apache ZooKeeper
6 3 (25.00%) High Availability
6 3 (25.00%) Confluence
6 3 (25.00%) Scala
6 3 (25.00%) Open Source
6 3 (25.00%) SaaS
6 3 (25.00%) Sqoop
6 3 (25.00%) Apache Cassandra

MapReduce
Top Related IT Skills in Berkshire 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 8 (66.67%) Apache Pig
1 8 (66.67%) Apache Spark
2 3 (25.00%) Confluence
3 1 (8.33%) Apache
3 1 (8.33%) Elasticsearch
3 1 (8.33%) OpenStack
3 1 (8.33%) Oracle SOA Suite
3 1 (8.33%) SAS
Cloud Services
1 3 (25.00%) SaaS
2 1 (8.33%) IaaS
2 1 (8.33%) PaaS
Database & Business Intelligence
1 12 (100.00%) Hadoop
2 9 (75.00%) Apache Hive
2 9 (75.00%) Big Data
3 7 (58.33%) NoSQL
4 4 (33.33%) HBase
5 3 (25.00%) Apache Cassandra
5 3 (25.00%) PostgreSQL
5 3 (25.00%) Sqoop
6 2 (16.67%) MongoDB
6 2 (16.67%) MySQL
7 1 (8.33%) Apache Accumulo
7 1 (8.33%) DB2
7 1 (8.33%) Impala
7 1 (8.33%) MariaDB
7 1 (8.33%) Neo4j
7 1 (8.33%) OrientDB
7 1 (8.33%) RDBMS
7 1 (8.33%) Relational Database
7 1 (8.33%) SQL Server
Development Applications
1 3 (25.00%) JIRA
General
1 3 (25.00%) Finance
1 3 (25.00%) Retail
1 3 (25.00%) Telecoms
2 2 (16.67%) Manufacturing
Job Titles
1 6 (50.00%) Developer
2 5 (41.67%) Hadoop Developer
3 4 (33.33%) Big Data Developer
4 3 (25.00%) Big Data Consultant
4 3 (25.00%) Big Data Engineer
4 3 (25.00%) Consultant
4 3 (25.00%) Data Consultant
4 3 (25.00%) Data Engineer
4 3 (25.00%) Software Engineer
5 2 (16.67%) Architect
5 2 (16.67%) Big Data Architect
5 2 (16.67%) Data Architect
6 1 (8.33%) Apache Spark Developer
6 1 (8.33%) Cassandra Developer
6 1 (8.33%) Cloud Architect
6 1 (8.33%) Hadoop Architect
6 1 (8.33%) Hadoop Consultant
6 1 (8.33%) MapReduce Developer
6 1 (8.33%) NoSQL Developer
6 1 (8.33%) Unix Architect
Libraries, Frameworks & Software Standards
1 1 (8.33%) AngularJS
1 1 (8.33%) CSS
1 1 (8.33%) Django
1 1 (8.33%) Hibernate
1 1 (8.33%) HTML
1 1 (8.33%) HTML5
1 1 (8.33%) J2EE
1 1 (8.33%) jQuery
1 1 (8.33%) JSF
1 1 (8.33%) JSON
1 1 (8.33%) JSP
1 1 (8.33%) Kafka
1 1 (8.33%) MyBatis
1 1 (8.33%) Spring
1 1 (8.33%) Struts
1 1 (8.33%) XML
1 1 (8.33%) YUI
Miscellaneous
1 3 (25.00%) Wiki
2 2 (16.67%) Cyberthreat
3 1 (8.33%) Mobile App
3 1 (8.33%) Smartphone
3 1 (8.33%) Visualisation
Operating Systems
1 3 (25.00%) Linux
1 3 (25.00%) Unix
2 1 (8.33%) Android
2 1 (8.33%) Apple iOS
Processes & Methodologies
1 7 (58.33%) Agile Software Development
1 7 (58.33%) Scrum
2 4 (33.33%) OO
3 3 (25.00%) High Availability
3 3 (25.00%) OOD
3 3 (25.00%) Open Source
3 3 (25.00%) Requirements Analysis
3 3 (25.00%) Software Engineering
4 2 (16.67%) Cybersecurity
4 2 (16.67%) ERP
5 1 (8.33%) Business Intelligence
5 1 (8.33%) Continuous Integration
5 1 (8.33%) ETL
5 1 (8.33%) Migration
5 1 (8.33%) MVC
5 1 (8.33%) Network Design
5 1 (8.33%) SOA
5 1 (8.33%) TDD
5 1 (8.33%) Technical Architecture
5 1 (8.33%) Use Case
Programming Languages
1 8 (66.67%) Java
2 3 (25.00%) Scala
3 2 (16.67%) Pig Latin
3 2 (16.67%) Python
3 2 (16.67%) SQL
4 1 (8.33%) JavaScript
Qualifications
1 2 (16.67%) Security Cleared
2 1 (8.33%) DV Cleared
2 1 (8.33%) SC Cleared
System Software
1 3 (25.00%) Apache ZooKeeper
1 3 (25.00%) HDFS
Systems Management
1 3 (25.00%) Hadoop YARN
2 2 (16.67%) Oozie
Vendors
1 2 (16.67%) Ab Initio
1 2 (16.67%) Hortonworks
1 2 (16.67%) MapR
2 1 (8.33%) Cloudera
2 1 (8.33%) Microsoft
2 1 (8.33%) MicroStrategy
2 1 (8.33%) Oracle
2 1 (8.33%) Tableau