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 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
MapReduce
South East / Berkshire
Rank 171 - 226
Rank change year-on-year
- 0
Permanent jobs citing MapReduce 8 0 4
As % of all permanent IT jobs located in Berkshire 0.23% - 0.073%
As % of the Processes & Methodologies category 0.27% - 0.085%
Number of salaries quoted 7 0 4
Median salary £50,000 - £62,500
UK excluding London median salary £67,500 £57,500 £52,500
% change year-on-year
+17.39% +9.52%

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
2923 4446 4695
As % of all permanent IT jobs located in Berkshire 85.27% 86.05% 85.21%
Number of salaries quoted 2273 3610 3436
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 £35,000
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 February 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 February 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 - 6 £50,000 -
MapReduce
South East

MapReduce
Top 30 Related IT Skills in Berkshire

For the 6 months to 19 February 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 11 (100.00%) Hadoop
2 8 (72.73%) Apache Hive
2 8 (72.73%) Big Data
2 8 (72.73%) Apache Spark
3 7 (63.64%) Apache Pig
3 7 (63.64%) NoSQL
3 7 (63.64%) Java
4 6 (54.55%) Scrum
4 6 (54.55%) Agile Software Development
5 4 (36.36%) HBase
6 3 (27.27%) High Availability
6 3 (27.27%) Scala
6 3 (27.27%) Apache Cassandra
6 3 (27.27%) HDFS
6 3 (27.27%) Sqoop
6 3 (27.27%) Retail
6 3 (27.27%) Finance
6 3 (27.27%) PostgreSQL
6 3 (27.27%) Unix
6 3 (27.27%) Linux
6 3 (27.27%) OO
7 2 (18.18%) Python
7 2 (18.18%) OOD
7 2 (18.18%) SQL
7 2 (18.18%) MySQL
7 2 (18.18%) Requirements Analysis
7 2 (18.18%) Software Engineering
7 2 (18.18%) JIRA
7 2 (18.18%) Wiki
7 2 (18.18%) Telecoms

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 (72.73%) Apache Spark
2 7 (63.64%) Apache Pig
3 2 (18.18%) Confluence
4 1 (9.09%) Apache
4 1 (9.09%) Elasticsearch
4 1 (9.09%) OpenStack
4 1 (9.09%) Oracle SOA Suite
4 1 (9.09%) SAS
Cloud Services
1 2 (18.18%) SaaS
2 1 (9.09%) IaaS
2 1 (9.09%) PaaS
Database & Business Intelligence
1 11 (100.00%) Hadoop
2 8 (72.73%) Apache Hive
2 8 (72.73%) Big Data
3 7 (63.64%) NoSQL
4 4 (36.36%) HBase
5 3 (27.27%) Apache Cassandra
5 3 (27.27%) PostgreSQL
5 3 (27.27%) Sqoop
6 2 (18.18%) MongoDB
6 2 (18.18%) MySQL
7 1 (9.09%) Apache Accumulo
7 1 (9.09%) DB2
7 1 (9.09%) Impala
7 1 (9.09%) MariaDB
7 1 (9.09%) Neo4j
7 1 (9.09%) OrientDB
7 1 (9.09%) RDBMS
7 1 (9.09%) Relational Database
7 1 (9.09%) SQL Server
Development Applications
1 2 (18.18%) JIRA
General
1 3 (27.27%) Finance
1 3 (27.27%) Retail
2 2 (18.18%) Telecoms
3 1 (9.09%) Manufacturing
Job Titles
1 6 (54.55%) Developer
2 5 (45.45%) Hadoop Developer
3 4 (36.36%) Big Data Developer
4 3 (27.27%) Big Data Consultant
4 3 (27.27%) Consultant
4 3 (27.27%) Data Consultant
5 2 (18.18%) Architect
5 2 (18.18%) Big Data Architect
5 2 (18.18%) Big Data Engineer
5 2 (18.18%) Data Architect
5 2 (18.18%) Data Engineer
5 2 (18.18%) Software Engineer
6 1 (9.09%) Apache Spark Developer
6 1 (9.09%) Cassandra Developer
6 1 (9.09%) Cloud Architect
6 1 (9.09%) Hadoop Architect
6 1 (9.09%) Hadoop Consultant
6 1 (9.09%) MapReduce Developer
6 1 (9.09%) NoSQL Developer
6 1 (9.09%) Unix Architect
Libraries, Frameworks & Software Standards
1 1 (9.09%) AngularJS
1 1 (9.09%) CSS
1 1 (9.09%) Django
1 1 (9.09%) Hibernate
1 1 (9.09%) HTML
1 1 (9.09%) HTML5
1 1 (9.09%) J2EE
1 1 (9.09%) jQuery
1 1 (9.09%) JSF
1 1 (9.09%) JSON
1 1 (9.09%) JSP
1 1 (9.09%) Kafka
1 1 (9.09%) MyBatis
1 1 (9.09%) Spring
1 1 (9.09%) Struts
1 1 (9.09%) XML
1 1 (9.09%) YUI
Miscellaneous
1 2 (18.18%) Wiki
2 1 (9.09%) Cyberthreat
2 1 (9.09%) Mobile App
2 1 (9.09%) Smartphone
2 1 (9.09%) Visualisation
Operating Systems
1 3 (27.27%) Linux
1 3 (27.27%) Unix
2 1 (9.09%) Android
2 1 (9.09%) Apple iOS
Processes & Methodologies
1 6 (54.55%) Agile Software Development
1 6 (54.55%) Scrum
2 3 (27.27%) High Availability
2 3 (27.27%) OO
3 2 (18.18%) OOD
3 2 (18.18%) Open Source
3 2 (18.18%) Requirements Analysis
3 2 (18.18%) Software Engineering
4 1 (9.09%) Business Intelligence
4 1 (9.09%) Continuous Integration
4 1 (9.09%) Data Visualisation
4 1 (9.09%) ERP
4 1 (9.09%) ETL
4 1 (9.09%) Migration
4 1 (9.09%) MVC
4 1 (9.09%) Network Design
4 1 (9.09%) SOA
4 1 (9.09%) TDD
4 1 (9.09%) Technical Architecture
4 1 (9.09%) Use Case
Programming Languages
1 7 (63.64%) Java
2 3 (27.27%) Scala
3 2 (18.18%) Pig Latin
3 2 (18.18%) Python
3 2 (18.18%) SQL
4 1 (9.09%) JavaScript
Qualifications
1 1 (9.09%) DV Cleared
1 1 (9.09%) Security Cleared
System Software
1 3 (27.27%) HDFS
2 2 (18.18%) Apache ZooKeeper
Systems Management
1 2 (18.18%) Hadoop YARN
1 2 (18.18%) Oozie
Vendors
1 2 (18.18%) Ab Initio
1 2 (18.18%) Hortonworks
1 2 (18.18%) MapR
2 1 (9.09%) Cloudera
2 1 (9.09%) Databricks
2 1 (9.09%) Microsoft
2 1 (9.09%) MicroStrategy
2 1 (9.09%) Oracle
2 1 (9.09%) Tableau