The table below looks at the statistics for MapReduce skills in IT jobs advertised for the Berkshire 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 204 - 219
Rank change year-on-year
- 0
Permanent jobs citing MapReduce 5 0 7
As % of all permanent IT jobs located in Berkshire 0.10% - 0.13%
As % of the Processes & Methodologies category 0.12% - 0.17%
Number of salaries quoted 4 0 7
Average salary £52,500 - £50,000
UK excluding London average salary £60,000 £72,500 £50,000
% change year-on-year
-17.24% +45.00%
MapReduce
South East

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
4016 4321 4205
As % of all permanent IT jobs located in Berkshire 80.61% 77.04% 75.86%
Number of salaries quoted 2993 2911 3250
Average salary £52,500 £50,000 £47,500
Average salary % change year-on-year
+5.00% +5.26%
90% offered a salary of more than £35,000 £30,000 £32,500
10% offered a salary of more than £70,000 £70,000 £75,000
UK excluding London average salary £45,000 £42,500 £40,995
% change year-on-year
+5.88% +3.67%

MapReduce
Jobs Demand Trend in Berkshire

This chart provides a 3-month moving total of permanent IT jobs citing MapReduce across the Berkshire region as a proportion of the total demand within 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 31 July 2015.

MapReduce Salary Histogram in Berkshire

MapReduce
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing MapReduce within the Berkshire 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
Slough - 3 £45,000 -
Newbury - 1 - -
Reading - 1 £82,500 -
MapReduce
South East

MapReduce
Top 30 Related IT Skills in Berkshire

For the 6 months to 31 July 2015, IT jobs across the Berkshire 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 23 (100.00%) Hadoop
1 23 (100.00%) Big Data
2 22 (95.65%) Apache Hive
3 20 (86.96%) Open Source
3 20 (86.96%) Apache Pig
4 17 (73.91%) SQL
5 16 (69.57%) Apache Spark
6 13 (56.52%) Kafka
7 12 (52.17%) HDFS
8 10 (43.48%) HBase
8 10 (43.48%) Apache Cassandra
8 10 (43.48%) C#
8 10 (43.48%) ETL
8 10 (43.48%) Agile Software Development
9 9 (39.13%) Analytics
9 9 (39.13%) Amazon EMR
10 8 (34.78%) Sqoop
10 8 (34.78%) Redis
10 8 (34.78%) Apache Flume
10 8 (34.78%) Scala
10 8 (34.78%) BDD
10 8 (34.78%) Unit Testing
10 8 (34.78%) Continuous Integration
10 8 (34.78%) TDD
10 8 (34.78%) Scrum
10 8 (34.78%) Apache
10 8 (34.78%) C
10 8 (34.78%) RDBMS
10 8 (34.78%) Relational Database
10 8 (34.78%) User Experience

MapReduce
Top Related IT Skills in Berkshire by Category

For the 6 months to 31 July 2015, IT jobs across the Berkshire 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 20 (86.96%) Apache Pig
2 16 (69.57%) Apache Spark
3 8 (34.78%) Apache
4 3 (13.04%) SAS
5 1 (4.35%) Elasticsearch
Cloud Services
1 9 (39.13%) Amazon EMR
2 5 (21.74%) Amazon AWS
3 1 (4.35%) GitHub
Database & Business Intelligence
1 23 (100.00%) Hadoop
1 23 (100.00%) Big Data
2 22 (95.65%) Apache Hive
3 10 (43.48%) Apache Cassandra
3 10 (43.48%) HBase
4 8 (34.78%) Redis
4 8 (34.78%) RDBMS
4 8 (34.78%) Sqoop
4 8 (34.78%) Relational Database
5 5 (21.74%) PowerCenter
5 5 (21.74%) SAP Data Services
6 3 (13.04%) Pentaho
6 3 (13.04%) Data Warehouse
6 3 (13.04%) Spotfire
7 2 (8.70%) SAP BI
7 2 (8.70%) Amazon Redshift
7 2 (8.70%) Enterprise Data Warehouse
8 1 (4.35%) SQL Server Reporting Services
8 1 (4.35%) SQL Server Integration Services
8 1 (4.35%) SQL Server Analysis Services
Development Applications
1 5 (21.74%) Talend Open Studio
General
1 5 (21.74%) Games
Job Titles
1 5 (21.74%) Developer
2 3 (13.04%) Big Data Developer
3 2 (8.70%) Junior
3 2 (8.70%) Data Scientist
4 1 (4.35%) AWS Developer
4 1 (4.35%) Solutions Designer
4 1 (4.35%) Business Intelligence Developer
4 1 (4.35%) Designer
Libraries, Frameworks & Software Standards
1 13 (56.52%) Kafka
2 2 (8.70%) Pandas
2 2 (8.70%) scikit-learn
2 2 (8.70%) .NET
2 2 (8.70%) SciPy
2 2 (8.70%) NumPy
3 1 (4.35%) Natural Language Processing
Miscellaneous
1 8 (34.78%) User Experience
2 5 (21.74%) Computer Science
3 3 (13.04%) Mathematics
4 1 (4.35%) Analytical Skills
4 1 (4.35%) Algorithms
4 1 (4.35%) Reference Data
4 1 (4.35%) Management Information System
4 1 (4.35%) Statistics
Processes & Methodologies
1 20 (86.96%) Open Source
2 10 (43.48%) ETL
2 10 (43.48%) Agile Software Development
3 9 (39.13%) Analytics
4 8 (34.78%) BDD
4 8 (34.78%) Scrum
4 8 (34.78%) TDD
4 8 (34.78%) Unit Testing
4 8 (34.78%) Continuous Integration
4 8 (34.78%) Continuous Delivery
5 7 (30.43%) Data Transformation
6 6 (26.09%) Data Modelling
7 5 (21.74%) Business Intelligence
8 4 (17.39%) DevOps
9 2 (8.70%) Data Munging
9 2 (8.70%) OOP
9 2 (8.70%) OO
10 1 (4.35%) Inmon Methodology
10 1 (4.35%) Information Security
10 1 (4.35%) Kimball Methodology
Programming Languages
1 17 (73.91%) SQL
2 10 (43.48%) C#
3 8 (34.78%) Scala
3 8 (34.78%) C
3 8 (34.78%) HiveQL
4 6 (26.09%) Java
5 5 (21.74%) Python
6 2 (8.70%) R
Qualifications
1 3 (13.04%) Degree
2 2 (8.70%) PhD
System Software
1 12 (52.17%) HDFS
2 8 (34.78%) Apache Flume
Vendors
1 7 (30.43%) SAP
2 5 (21.74%) Informatica
2 5 (21.74%) Talend
3 3 (13.04%) Tableau