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 27 November 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Nov 2014
Same period 2013 Same period 2012
MapReduce
Rank 650 613 796
Rank change year-on-year
-37 +183
Permanent jobs citing MapReduce 251 255 82
As % of all permanent IT jobs located in England 0.23% 0.25% 0.076%
As % of the Processes & Methodologies category 0.29% 0.31% 0.095%
Number of salaries quoted 203 211 76
Average salary £72,500 £62,500 £55,000
Average salary % change year-on-year
+16.00% +13.63%
90% offered a salary of more than £50,000 £50,000 £42,500
10% offered a salary of more than £90,000 £85,000 £77,500
UK excluding London average salary £61,250 £52,500 £62,500
% change year-on-year
+16.66% -16.00%
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
87932 83502 86187
As % of all permanent IT jobs located in England 82.31% 81.69% 79.53%
Number of salaries quoted 72889 68584 73784
Average salary £50,000 £47,500 £45,000
Average salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £72,500 £70,000 £73,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +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 27 November 2014.

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 27 November 2014. 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 +8 209 £72,500 +11.53% 23
South West -10 13 £75,000 +50.00%
South East -33 13 £74,000 +40.95% 2
North West 0 6 £65,000 -23.52% 1
East of England -24 4 £80,000 +60.00% 4
West Midlands - 3 £80,000 -
East Midlands +16 2 £60,000 -14.28%
Yorkshire - 1 £52,500 - 1
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 27 November 2014, 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.

1 468 (87.15%) Hadoop
2 457 (85.10%) Big Data
3 352 (65.55%) Java
4 299 (55.68%) Apache Hive
5 230 (42.83%) NoSQL
6 196 (36.50%) Analytics
7 180 (33.52%) Agile Software Development
8 172 (32.03%) HBase
9 156 (29.05%) MongoDB
10 153 (28.49%) SQL
11 149 (27.75%) Algorithms
12 130 (24.21%) TDD
12 130 (24.21%) Apache Pig
13 128 (23.84%) Linux
13 128 (23.84%) Python
14 116 (21.60%) Business Intelligence
15 106 (19.74%) Data Warehouse
16 105 (19.55%) Apache Cassandra
17 103 (19.18%) R
18 101 (18.81%) Scala
19 97 (18.06%) ETL
20 95 (17.69%) Computer Science
21 94 (17.50%) REST
22 91 (16.95%) Degree
23 88 (16.39%) HDFS
24 85 (15.83%) OO
24 85 (15.83%) Visualisation
25 84 (15.64%) SQL Server
26 80 (14.90%) Amazon AWS
27 77 (14.34%) Web Services

MapReduce
Top Related IT Skills in England by Category

For the 6 months to 27 November 2014, 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
1 130 (24.21%) Apache Pig
2 41 (7.64%) SAS
3 36 (6.70%) Apache Spark
4 35 (6.52%) Apache
5 30 (5.59%) Oracle Coherence
6 15 (2.79%) Mule
7 9 (1.68%) Apache Solr
8 7 (1.30%) Tomcat
9 6 (1.12%) WebSphere
9 6 (1.12%) Elasticsearch
10 5 (0.93%) SharePoint
11 4 (0.74%) MS Exchange
11 4 (0.74%) nginx
11 4 (0.74%) Tornado
11 4 (0.74%) IIS
12 3 (0.56%) OpenStack
13 2 (0.37%) Node.js
14 1 (0.19%) GemFire
14 1 (0.19%) CloudStack
Applications
1 24 (4.47%) SPSS
2 11 (2.05%) Weka
3 7 (1.30%) Spreadsheet
4 5 (0.93%) MS Office
5 2 (0.37%) Stata
5 2 (0.37%) Mathematica
5 2 (0.37%) Gephi
Business Applications
1 6 (1.12%) SAP InfiniteInsight
2 1 (0.19%) Google Analytics
2 1 (0.19%) Oracle BPM
2 1 (0.19%) SAP MDM
Cloud Services
1 80 (14.90%) Amazon AWS
2 46 (8.57%) Cloud Computing
3 44 (8.19%) Amazon EMR
4 28 (5.21%) Amazon EC2
5 16 (2.98%) Google Cloud Platform
6 15 (2.79%) Amazon S3
7 12 (2.23%) Amazon ElastiCache
7 12 (2.23%) ElastiCache
8 10 (1.86%) AWS Data Pipeline
9 9 (1.68%) Microsoft Azure
9 9 (1.68%) Google App Engine
9 9 (1.68%) SaaS
10 5 (0.93%) Amazon SQS
11 4 (0.74%) PaaS
11 4 (0.74%) GitHub
11 4 (0.74%) Amazon Kinesis
12 2 (0.37%) IaaS
13 1 (0.19%) Rackspace Cloud
Communications & Networking
1 26 (4.84%) LAN
1 26 (4.84%) WAN
2 24 (4.47%) Internet
3 6 (1.12%) HTTP
4 3 (0.56%) RTP
5 2 (0.37%) LDAP
6 1 (0.19%) TCP/IP
Database & Business Intelligence
1 468 (87.15%) Hadoop
2 457 (85.10%) Big Data
3 299 (55.68%) Apache Hive
4 230 (42.83%) NoSQL
5 172 (32.03%) HBase
6 156 (29.05%) MongoDB
7 106 (19.74%) Data Warehouse
8 105 (19.55%) Apache Cassandra
9 84 (15.64%) SQL Server
10 76 (14.15%) Mahout
11 69 (12.85%) Couchbase
12 55 (10.24%) MySQL
13 53 (9.87%) Redis
14 52 (9.68%) Sqoop
14 52 (9.68%) Impala
15 42 (7.82%) Data Mining
16 38 (7.08%) Relational Database
17 36 (6.70%) Oracle Exadata
18 34 (6.33%) SQL Server 2008
18 34 (6.33%) MarkLogic
Development Applications
1 64 (11.92%) Git (software)
2 41 (7.64%) Cucumber
3 39 (7.26%) SpecFlow
4 37 (6.89%) CruiseControl
5 36 (6.70%) Jenkins
6 33 (6.15%) NUnit
7 31 (5.77%) Maven
7 31 (5.77%) Rhino Mocks
7 31 (5.77%) Moq
7 31 (5.77%) TeamCity
8 27 (5.03%) Mercurial
9 20 (3.72%) JUnit
10 14 (2.61%) Mockito
11 13 (2.42%) Selenium
12 12 (2.23%) Talend Open Studio
13 8 (1.49%) Subversion
14 7 (1.30%) Hudson
15 6 (1.12%) Ant
16 5 (0.93%) Team Foundation Server
17 4 (0.74%) WATIR
General
1 75 (13.97%) Finance
2 63 (11.73%) Games
3 52 (9.68%) Banking
4 25 (4.66%) Retail
5 16 (2.98%) Telecoms
6 14 (2.61%) Marketing
7 6 (1.12%) Legal
8 3 (0.56%) Front Office
8 3 (0.56%) Advertising
8 3 (0.56%) Billing
9 2 (0.37%) Investment Banking
9 2 (0.37%) Pharmaceutical
9 2 (0.37%) Manufacturing
9 2 (0.37%) Automotive
10 1 (0.19%) Law
10 1 (0.19%) Financial Institution
10 1 (0.19%) Publishing
10 1 (0.19%) French Language
Job Titles
1 184 (34.26%) Developer
2 130 (24.21%) Architect
3 90 (16.76%) Java Developer
4 85 (15.83%) Data Architect
5 79 (14.71%) Big Data Architect
6 64 (11.92%) Data Scientist
7 54 (10.06%) Senior Developer
8 45 (8.38%) C# Developer
8 45 (8.38%) Consultant
9 38 (7.08%) Data Consultant
10 34 (6.33%) Big Data Consultant
10 34 (6.33%) Senior Architect
11 30 (5.59%) Senior Java Developer
11 30 (5.59%) Software Engineer
12 19 (3.54%) Statistician
12 19 (3.54%) Research Engineer
13 18 (3.35%) Java Architect
14 17 (3.17%) Data Manager
15 16 (2.98%) Senior C# Developer
15 16 (2.98%) Senior Java Architect
Libraries, Frameworks & Software Standards
1 94 (17.50%) REST
2 77 (14.34%) Web Services
3 57 (10.61%) .NET
3 57 (10.61%) SOAP
4 51 (9.50%) HTML
5 46 (8.57%) RESTful
6 45 (8.38%) Cascading
6 45 (8.38%) JSON
7 44 (8.19%) CSS
8 43 (8.01%) Spring
8 43 (8.01%) WCF
9 42 (7.82%) Kafka
10 38 (7.08%) XML
11 33 (6.15%) RabbitMQ
12 32 (5.96%) MSMQ
12 32 (5.96%) ActiveMQ
13 31 (5.77%) Gherkin
14 30 (5.59%) JDBC
15 27 (5.03%) HTML5
16 25 (4.66%) CSS3
Miscellaneous
1 149 (27.75%) Algorithms
2 95 (17.69%) Computer Science
3 85 (15.83%) Visualisation
4 70 (13.04%) Open Source
5 64 (11.92%) Analytical Skills
6 56 (10.43%) Mathematics
7 50 (9.31%) Statistics
8 43 (8.01%) Data Structures
9 29 (5.40%) Physics
10 23 (4.28%) Data Integration
10 23 (4.28%) Client/Server
11 19 (3.54%) User Experience
12 15 (2.79%) Social Media
13 14 (2.61%) Management Information System
14 10 (1.86%) Photography
15 9 (1.68%) Clustering
15 9 (1.68%) Online Games
15 9 (1.68%) Linked Data
16 8 (1.49%) Smart Meter
16 8 (1.49%) Inversion of Control
Operating Systems
1 128 (23.84%) Linux
2 29 (5.40%) UNIX
3 10 (1.86%) Windows
4 5 (0.93%) Android
5 4 (0.74%) Apple iOS
5 4 (0.74%) Ubuntu
6 1 (0.19%) CentOS
Processes & Methodologies
1 196 (36.50%) Analytics
2 180 (33.52%) Agile Software Development
3 130 (24.21%) TDD
4 116 (21.60%) Business Intelligence
5 97 (18.06%) ETL
6 85 (15.83%) OO
7 66 (12.29%) Software Engineering
8 64 (11.92%) Scrum
9 63 (11.73%) OOP
10 53 (9.87%) E-Commerce
11 52 (9.68%) Data Analysis
11 52 (9.68%) Continuous Integration
12 49 (9.12%) BDD
13 45 (8.38%) Multithreading
14 39 (7.26%) Data Analytics
15 38 (7.08%) Data Architecture
15 38 (7.08%) Performance Tuning
16 34 (6.33%) Workflow
17 32 (5.96%) OOD
18 31 (5.77%) OOA/OOD
Programming Languages
1 352 (65.55%) Java
2 153 (28.49%) SQL
3 128 (23.84%) Python
4 103 (19.18%) R
5 101 (18.81%) Scala
6 69 (12.85%) C#
7 58 (10.80%) C++
8 53 (9.87%) Ruby
9 52 (9.68%) JavaScript
10 44 (8.19%) Bash Shell
11 28 (5.21%) MATLAB
12 24 (4.47%) Perl
13 18 (3.35%) PHP
14 15 (2.79%) C
15 14 (2.61%) Haskell
16 9 (1.68%) SPARQL
17 8 (1.49%) Clojure
17 8 (1.49%) XQuery
18 6 (1.12%) XPath
19 5 (0.93%) F#
Qualifications
1 91 (16.95%) Degree
2 53 (9.87%) PhD
3 7 (1.30%) SC Cleared
3 7 (1.30%) Security Cleared
4 1 (0.19%) Postgraduate
Quality Assurance & Compliance
1 39 (7.26%) QA
2 11 (2.05%) Data Quality
System Software
1 88 (16.39%) HDFS
2 60 (11.17%) Apache Flume
3 32 (5.96%) Apache ZooKeeper
4 25 (4.66%) Oracle RAC
5 1 (0.19%) Docker
Systems Management
1 45 (8.38%) Oozie
2 31 (5.77%) Opscode Chef
3 30 (5.59%) Ambari
4 24 (4.47%) Puppet
5 12 (2.23%) Hadoop YARN
5 12 (2.23%) YUM
6 5 (0.93%) Ansible
7 3 (0.56%) Nagios
8 2 (0.37%) ZABBIX
8 2 (0.37%) Cacti
8 2 (0.37%) Munin
8 2 (0.37%) OpenView
9 1 (0.19%) Vagrant
9 1 (0.19%) Salt
9 1 (0.19%) HAProxy
Vendors
1 68 (12.66%) Oracle
2 63 (11.73%) Teradata
3 47 (8.75%) Netezza
4 42 (7.82%) Google
5 37 (6.89%) Hortonworks
5 37 (6.89%) MapR
6 28 (5.21%) Cisco
7 26 (4.84%) Sybase
7 26 (4.84%) Intel
7 26 (4.84%) Cloudera
8 18 (3.35%) Informatica
9 16 (2.98%) SAP
10 14 (2.61%) Cognos
11 13 (2.42%) IBM
11 13 (2.42%) Tableau
11 13 (2.42%) Facebook
12 12 (2.23%) Talend
13 10 (1.86%) Microsoft
14 9 (1.68%) HP
14 9 (1.68%) Ab Initio
London
Lorien Resourcing
Salary: £62000 - £67000 per annum + Package
Posted: 16 hours ago
London
Mortimer Spinks
Salary: £55000 - £70000 per annum + excellent
Posted: Yesterday
City, London
Rullion IT Plus
Salary: £75000 - £80000 per annum + Benefits
Posted: 2 days ago
Guildford, Surrey
ANSON MCCADE
Salary: Up to £60,000 per annum
Posted: 2 days ago
City, London
Lorien Resourcing
Salary: £85000 - £95000 per annum + BONUS + BENEFITS
Posted: 3 days ago
City, London
Evolution Recruitment Solutions
Salary: 45,000 - 55,000
Posted: 3 days ago
London
Dawson & Walsh
Salary: £70000 - £90000 per annum + Benefits
Posted: 3 days ago
City, London
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens - shares, pens, health+
Posted: 4 days ago
Hatfield, Hertfordshire
Understanding Recruitment
Salary: £45000 - £60000 per annum + bens - shares, pens, health+
Posted: 4 days ago
City, London
Harnham
Salary: £40000 - £60000 per annum + Potential Stock Options
Posted: 4 days ago
Hertfordshire
Redrock Consulting Ltd
Salary: £30000 - £65000 per annum + Competitive
Posted: 6 days ago
London
Zetman
Salary: From £55,000 to £65,000 per annum + bonuses
Posted: 6 days ago
London
Hays IT - Uk Posting account
Salary: £75000.00 - £90000.00 per annum + Bonus and Benefits
Posted: 6 days ago
City of London
iKonnect
Salary: £85000 per annum + Great Bonus Potential + Benefits
Posted: 7 days ago
London
Next Ventures Limited
Salary: Competitive
Posted: 8 days ago
Huddersfield
Computer Futures
Salary: £40000 - £65000 per annum + competitive
Posted: 14 days ago
London
Templeton and Partners - SAP & UK Account
Salary: £80k - 95k per year + Bonus + Medical + Holiday
Posted: 16 days ago
London
JW Consulting
Salary: £80,000 - £100,000 per year + bonus & benefits
Posted: 20 days ago