The table below looks at the statistics for MapReduce skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited MapReduce over the 3 months to 17 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
17 Apr 2015
Same period 2014 Same period 2013
MapReduce
Rank 600 600 748
Rank change year-on-year
0 +148
Permanent jobs citing MapReduce 290 325 124
As % of all permanent IT jobs located in England 0.28% 0.29% 0.12%
As % of the Processes & Methodologies category 0.34% 0.35% 0.15%
Number of salaries quoted 235 285 119
Average salary £60,000 £61,500 £52,500
Average salary % change year-on-year
-2.43% +17.14%
90% offered a salary of more than £45,500 £41,500 £40,000
10% offered a salary of more than £90,000 £90,000 £103,000
UK excluding London average salary £57,500 £50,000 £50,000
% change year-on-year
+15.00% -
MapReduce
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
85964 92342 85115
As % of all permanent IT jobs located in England 83.18% 82.10% 80.37%
Number of salaries quoted 70360 74842 70738
Average salary £50,000 £47,500 £47,000
Average salary % change year-on-year
+5.26% +1.06%
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +6.25%

MapReduce
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing MapReduce across the England region as a proportion of the total demand within the Processes & Methodologies category.

MapReduce Jobs Demand Trend in England

MapReduce
Salary Trend in England

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

MapReduce Salary Trend in England

MapReduce
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing MapReduce across the England region over the 3 months to 17 April 2015.

MapReduce Salary Histogram in England

MapReduce
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing MapReduce within the England region over the 3 months to 17 April 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
London -43 214 £60,000 -4.00% 26
South East +17 34 £52,500 -36.36% 6
Yorkshire +11 14 £45,000 +12.50% 1
West Midlands - 9 £57,500 - 1
East of England +36 7 £80,000 +33.33% 1
North West -3 6 £52,500 +31.25% 6
East Midlands - 3 £47,500 -
South West - 2 £61,250 -
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 17 April 2015, IT jobs across the England 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.

1 421 (80.19%) Hadoop
2 407 (77.52%) Big Data
3 348 (66.29%) Java
4 269 (51.24%) Apache Hive
5 204 (38.86%) SQL
6 166 (31.62%) Analytics
7 165 (31.43%) Apache Pig
8 154 (29.33%) Python
9 153 (29.14%) HBase
10 138 (26.29%) Agile Software Development
11 127 (24.19%) NoSQL
12 122 (23.24%) Scala
13 118 (22.48%) Apache Spark
14 112 (21.33%) Degree
15 111 (21.14%) Finance
16 108 (20.57%) ETL
17 106 (20.19%) Business Intelligence
17 106 (20.19%) Computer Science
18 105 (20.00%) HDFS
19 103 (19.62%) Amazon AWS
20 96 (18.29%) Analytical Skills
21 94 (17.90%) R
22 88 (16.76%) MongoDB
22 88 (16.76%) Web Services
23 87 (16.57%) Open Source
24 82 (15.62%) Data Warehouse
25 79 (15.05%) TDD
26 77 (14.67%) C++
27 75 (14.29%) Linux
28 74 (14.10%) Statistics

MapReduce
Top Related IT Skills in England by Category

For the 6 months to 17 April 2015, IT jobs across the England 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
1 165 (31.43%) Apache Pig
2 118 (22.48%) Apache Spark
3 68 (12.95%) SAS
4 30 (5.71%) Apache
5 8 (1.52%) Mule
6 7 (1.33%) Node.js
7 5 (0.95%) Apache Solr
7 5 (0.95%) Tomcat
8 4 (0.76%) OpenStack
8 4 (0.76%) Elasticsearch
9 3 (0.57%) SharePoint
9 3 (0.57%) BizTalk Server
9 3 (0.57%) TIBCO EMS
10 2 (0.38%) IIS
11 1 (0.19%) JBoss
11 1 (0.19%) Jetty
Applications
1 44 (8.38%) SPSS
2 20 (3.81%) Weka
3 16 (3.05%) MS Excel
4 8 (1.52%) MS Office
5 3 (0.57%) Stata
5 3 (0.57%) Gephi
6 2 (0.38%) PowerPivot
Business Applications
1 1 (0.19%) SAP Oil and Gas
Cloud Services
1 103 (19.62%) Amazon AWS
2 40 (7.62%) Amazon EMR
3 29 (5.52%) Amazon EC2
4 14 (2.67%) Cloud Computing
5 13 (2.48%) Amazon S3
6 8 (1.52%) SaaS
7 5 (0.95%) Amazon ELB
8 4 (0.76%) GitHub
8 4 (0.76%) AWS Elastic Beanstalk
9 3 (0.57%) Google Cloud Platform
9 3 (0.57%) Microsoft Azure
10 2 (0.38%) Route 53
11 1 (0.19%) Amazon ElastiCache
11 1 (0.19%) Google App Engine
11 1 (0.19%) Amazon SQS
11 1 (0.19%) Rackspace Cloud
Communications & Networking
1 13 (2.48%) TCP/IP
2 12 (2.29%) HTTP
3 8 (1.52%) Internet
4 4 (0.76%) LDAP
5 3 (0.57%) RTP
6 2 (0.38%) Firewall
7 1 (0.19%) DNS
Database & Business Intelligence
1 421 (80.19%) Hadoop
2 407 (77.52%) Big Data
3 269 (51.24%) Apache Hive
4 153 (29.14%) HBase
5 127 (24.19%) NoSQL
6 88 (16.76%) MongoDB
7 82 (15.62%) Data Warehouse
8 73 (13.90%) Apache Cassandra
9 61 (11.62%) Relational Database
10 53 (10.10%) Data Mining
11 52 (9.90%) SQL Server
12 49 (9.33%) RDBMS
13 48 (9.14%) Impala
14 47 (8.95%) Sqoop
15 44 (8.38%) Couchbase
16 37 (7.05%) Mahout
17 36 (6.86%) MySQL
18 28 (5.33%) SQL Server Reporting Services
18 28 (5.33%) CouchDB
19 26 (4.95%) Redis
Development Applications
1 58 (11.05%) Git (software)
2 45 (8.57%) Jenkins
3 37 (7.05%) Mercurial
4 34 (6.48%) Maven
5 28 (5.33%) JUnit
5 28 (5.33%) Talend Open Studio
5 28 (5.33%) Mockito
6 17 (3.24%) Cucumber
6 17 (3.24%) SpecFlow
7 14 (2.67%) Rhino Mocks
7 14 (2.67%) Moq
7 14 (2.67%) TeamCity
7 14 (2.67%) NUnit
7 14 (2.67%) CruiseControl
8 10 (1.90%) Selenium
9 8 (1.52%) Atlassian Bamboo
10 7 (1.33%) LoadUI
10 7 (1.33%) SoapUI
11 6 (1.14%) Fiddler
11 6 (1.14%) Subversion
General
1 111 (21.14%) Finance
2 60 (11.43%) Banking
3 45 (8.57%) Retail
4 35 (6.67%) Games
5 26 (4.95%) Telecoms
6 19 (3.62%) Marketing
7 9 (1.71%) Advertising
7 9 (1.71%) Legal
8 4 (0.76%) Electronics
8 4 (0.76%) Investment Banking
9 3 (0.57%) Japanese Language
9 3 (0.57%) Financial Institution
9 3 (0.57%) Law
10 1 (0.19%) Manufacturing
10 1 (0.19%) Pharmaceutical
10 1 (0.19%) French Language
10 1 (0.19%) Publishing
Job Titles
1 216 (41.14%) Developer
2 87 (16.57%) Data Scientist
3 86 (16.38%) Java Developer
4 77 (14.67%) Architect
5 57 (10.86%) Big Data Architect
6 56 (10.67%) Data Architect
7 47 (8.95%) Big Data Developer
8 41 (7.81%) Scala Developer
9 24 (4.57%) Hadoop Developer
10 23 (4.38%) Analyst
11 20 (3.81%) Solutions Architect
11 20 (3.81%) C# Developer
12 19 (3.62%) Software Developer
13 17 (3.24%) Senior Architect
14 16 (3.05%) Data Analyst
15 14 (2.67%) Technical Leader
15 14 (2.67%) Senior Developer
16 13 (2.48%) Consultant
16 13 (2.48%) Senior Data Architect
17 12 (2.29%) Software Engineer
Libraries, Frameworks & Software Standards
1 88 (16.76%) Web Services
2 52 (9.90%) Kafka
3 51 (9.71%) RESTful
4 44 (8.38%) .NET
5 41 (7.81%) REST
6 36 (6.86%) Cascading
7 28 (5.33%) SOAP
8 27 (5.14%) RabbitMQ
9 24 (4.57%) Play Framework
10 21 (4.00%) Spring
11 19 (3.62%) WCF
12 15 (2.86%) MSMQ
13 14 (2.67%) XML
13 14 (2.67%) ActiveMQ
13 14 (2.67%) Gherkin
14 12 (2.29%) JSON
14 12 (2.29%) ASP.NET
15 11 (2.10%) HTML
16 9 (1.71%) CSS
17 8 (1.52%) Akka
Miscellaneous
1 106 (20.19%) Computer Science
2 96 (18.29%) Analytical Skills
3 87 (16.57%) Open Source
4 74 (14.10%) Statistics
5 60 (11.43%) Visualisation
6 57 (10.86%) Algorithms
7 50 (9.52%) Mathematics
8 24 (4.57%) Data Integration
9 18 (3.43%) Management Information System
9 18 (3.43%) User Experience
10 17 (3.24%) Physics
11 16 (3.05%) Social Network
12 15 (2.86%) Neural Network
12 15 (2.86%) Data Structures
13 13 (2.48%) Photography
14 11 (2.10%) Performance Metrics
15 9 (1.71%) Smart Meter
16 7 (1.33%) Economics
17 6 (1.14%) Taxonomies
17 6 (1.14%) Foreign Exchange (FX)
Operating Systems
1 75 (14.29%) Linux
2 20 (3.81%) Windows
3 17 (3.24%) UNIX
4 8 (1.52%) Android
5 4 (0.76%) Ubuntu
6 3 (0.57%) Windows Mobile
6 3 (0.57%) Apple iOS
7 2 (0.38%) Red Hat Enterprise Linux
8 1 (0.19%) Windows Phone
8 1 (0.19%) CentOS
Processes & Methodologies
1 166 (31.62%) Analytics
2 138 (26.29%) Agile Software Development
3 108 (20.57%) ETL
4 106 (20.19%) Business Intelligence
5 79 (15.05%) TDD
6 60 (11.43%) Data Analysis
7 48 (9.14%) Data Modelling
8 47 (8.95%) OO
9 44 (8.38%) Scrum
10 38 (7.24%) Software Engineering
11 35 (6.67%) Continuous Integration
12 33 (6.29%) Information Management
12 33 (6.29%) Data Management
13 32 (6.10%) Multithreading
13 32 (6.10%) Machine Learning
14 28 (5.33%) BDD
15 26 (4.95%) Data Architecture
16 25 (4.76%) Data Governance
16 25 (4.76%) E-Commerce
17 22 (4.19%) OOP
Programming Languages
1 348 (66.29%) Java
2 204 (38.86%) SQL
3 154 (29.33%) Python
4 122 (23.24%) Scala
5 94 (17.90%) R
6 77 (14.67%) C++
7 61 (11.62%) C#
8 54 (10.29%) Bash Shell
9 40 (7.62%) C
10 36 (6.86%) Ruby
11 35 (6.67%) MATLAB
12 28 (5.33%) PHP
13 24 (4.57%) JavaScript
14 22 (4.19%) Perl
15 17 (3.24%) HiveQL
16 15 (2.86%) Clojure
17 12 (2.29%) Golang
18 7 (1.33%) Haskell
19 6 (1.14%) Erlang
19 6 (1.14%) VBA
Qualifications
1 112 (21.33%) Degree
2 43 (8.19%) PhD
3 4 (0.76%) Postgraduate
4 3 (0.57%) SC Cleared
4 3 (0.57%) Security Cleared
5 1 (0.19%) MCSD
5 1 (0.19%) Microsoft Certification
Quality Assurance & Compliance
1 20 (3.81%) QA
2 3 (0.57%) Data Quality
System Software
1 105 (20.00%) HDFS
2 44 (8.38%) Apache Flume
3 5 (0.95%) Apache ZooKeeper
4 1 (0.19%) Docker
4 1 (0.19%) GPFS
Systems Management
1 28 (5.33%) Opscode Chef
2 16 (3.05%) Puppet
3 15 (2.86%) Hadoop YARN
3 15 (2.86%) Oozie
4 6 (1.14%) Nagios
5 5 (0.95%) Ambari
5 5 (0.95%) yum
6 4 (0.76%) OpenView
6 4 (0.76%) Munin
6 4 (0.76%) ZABBIX
6 4 (0.76%) Cacti
7 1 (0.19%) Ganglia
7 1 (0.19%) Vagrant
Vendors
1 57 (10.86%) Oracle
2 48 (9.14%) Informatica
3 42 (8.00%) Teradata
4 34 (6.48%) Tableau
5 31 (5.90%) Cognos
6 29 (5.52%) Cloudera
7 28 (5.33%) Talend
8 27 (5.14%) Hortonworks
8 27 (5.14%) SAP
9 26 (4.95%) Vertica
10 25 (4.76%) Netezza
11 24 (4.57%) Greenplum
12 23 (4.38%) MapR
13 22 (4.19%) Microsoft
14 19 (3.62%) MicroStrategy
14 19 (3.62%) IBM
14 19 (3.62%) Ab Initio
15 8 (1.52%) Splunk
16 7 (1.33%) Google
17 6 (1.14%) HP
London
Harnham
Salary: £60000 - £120000 per annum + bonus and benefits
Posted: 1 hour ago
City, London
Venturi
Salary: £50000 - £60000 per annum + full benefits
Posted: Yesterday
London
Colston Consulting
Salary: Highly Competitive Package
Posted: Yesterday
London
Colston Consulting
Salary: £45k - 70k per year + Benefits
Posted: Yesterday
London
Ability Resourcing
Salary: £45000 - £60000 per annum + Pension
Posted: Yesterday
Manchester, Lancashire
EY
Salary: Competitive
Posted: 2 days ago
Manchester, Lancashire
EY
Posted: 2 days ago
London
Give-A-Grad-A-Go Ltd
Salary: £30k - 40k per year
Posted: 2 days ago
City, London
Engage PSG
Salary: £50000 - £75000 per annum
Posted: 2 days ago
City, London
Yoh
Posted: 2 days ago
Leeds, West Yorkshire
Global Technology Solutions Ltd
Salary: £45000 - £50000 per annum + excellent benefits
Posted: 2 days ago
City, London
The People Network
Salary: £80000 - £111000 per annum + Bonus, Pension, Health
Posted: 3 days ago
London
Harnham 1
Posted: 3 days ago
City, London
EarthStream Global
Salary: Up to £75,000 per annum + benefits
Posted: 3 days ago
City, London
EarthStream Global
Salary: Up to £90,000 per annum
Posted: 3 days ago
Rochdale, Lancashire
Zen Internet Ltd
Salary: Up to £55,000 per annum depending on experience + benefits
Posted: 4 days ago
London
Cornwallis Elt Ltd
Posted: 4 days ago
London
Client Server
Salary: £45k to £55k + benefits
Posted: 4 days ago
Staines, Middlesex
The Bridge Ltd
Salary: £20,000-£41,000 + good benefits
Posted: 4 days ago
London
FPSG Connect
Salary: £70000 - £95000 per annum
Posted: 4 days ago