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 28 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 May 2015
Same period 2014 Same period 2013
MapReduce
Rank 618 570 747
Rank change year-on-year
-48 +177
Permanent jobs citing MapReduce 272 389 119
As % of all permanent IT jobs located in England 0.27% 0.34% 0.12%
As % of the Processes & Methodologies category 0.32% 0.41% 0.14%
Number of salaries quoted 218 342 111
Average salary £61,250 £65,000 £52,500
Average salary % change year-on-year
-5.76% +23.80%
90% offered a salary of more than £47,500 £40,000 £37,500
10% offered a salary of more than £90,000 £92,500 £105,000
UK excluding London average salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
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
84551 93765 82517
As % of all permanent IT jobs located in England 83.94% 82.75% 80.88%
Number of salaries quoted 69538 76877 68685
Average salary £50,000 £47,500 £46,000
Average salary % change year-on-year
+5.26% +3.26%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £71,500 £72,500
UK excluding London average salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 28 May 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 28 May 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 -62 203 £65,000 - 19
South East +34 36 £50,000 -33.33% 1
North West +4 10 £50,000 -9.09% 1
Yorkshire +2 9 £47,500 +18.75% 4
West Midlands - 7 £57,500 -
East of England +20 2 £90,000 +50.00% 4
South West -2 2 £48,250 -39.68% 1
East Midlands - 1 £55,000 -
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 28 May 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 (77.39%) Hadoop
2 413 (75.92%) Big Data
3 353 (64.89%) Java
4 289 (53.13%) Apache Hive
5 220 (40.44%) SQL
6 187 (34.38%) Analytics
7 184 (33.82%) Python
8 181 (33.27%) Apache Pig
9 168 (30.88%) HBase
10 143 (26.29%) Apache Spark
11 136 (25.00%) Amazon AWS
12 132 (24.26%) Agile Software Development
13 127 (23.35%) NoSQL
14 122 (22.43%) Business Intelligence
15 120 (22.06%) Scala
16 119 (21.88%) Analytical Skills
17 114 (20.96%) ETL
18 111 (20.40%) MongoDB
19 110 (20.22%) Degree
20 104 (19.12%) Finance
21 103 (18.93%) Computer Science
21 103 (18.93%) Web Services
22 98 (18.01%) R
23 96 (17.65%) Apache Cassandra
23 96 (17.65%) HDFS
24 86 (15.81%) Open Source
24 86 (15.81%) C++
25 81 (14.89%) Statistics
26 80 (14.71%) SAS
27 79 (14.52%) Relational Database

MapReduce
Top Related IT Skills in England by Category

For the 6 months to 28 May 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
1 181 (33.27%) Apache Pig
2 143 (26.29%) Apache Spark
3 80 (14.71%) SAS
4 42 (7.72%) Apache
5 13 (2.39%) Apache Solr
6 12 (2.21%) Elasticsearch
7 7 (1.29%) Node.js
8 4 (0.74%) Tomcat
8 4 (0.74%) IIS
9 3 (0.55%) SharePoint
9 3 (0.55%) BizTalk Server
9 3 (0.55%) OpenStack
10 2 (0.37%) Jetty
10 2 (0.37%) Mule
10 2 (0.37%) JBoss
11 1 (0.18%) Oracle Workflow
Applications
1 54 (9.93%) SPSS
2 24 (4.41%) MS Excel
3 12 (2.21%) Weka
4 11 (2.02%) MS Office
5 3 (0.55%) PowerPivot
6 2 (0.37%) Gephi
6 2 (0.37%) Stata
Business Applications
1 1 (0.18%) SAP Oil and Gas
Cloud Services
1 136 (25.00%) Amazon AWS
2 52 (9.56%) Amazon EMR
3 49 (9.01%) Amazon EC2
4 23 (4.23%) Amazon S3
5 22 (4.04%) Cloud Computing
6 12 (2.21%) Microsoft Azure
7 10 (1.84%) SaaS
8 9 (1.65%) Amazon ELB
9 7 (1.29%) AWS Elastic Beanstalk
10 5 (0.92%) Route 53
11 2 (0.37%) Virtual Private Cloud
11 2 (0.37%) Rackspace Cloud
12 1 (0.18%) Google Analytics
12 1 (0.18%) Google App Engine
12 1 (0.18%) Adobe Analytics
12 1 (0.18%) GitHub
12 1 (0.18%) Google Cloud Platform
Communications & Networking
1 19 (3.49%) TCP/IP
2 14 (2.57%) HTTP
3 12 (2.21%) Internet
4 3 (0.55%) DNS
4 3 (0.55%) Firewall
5 2 (0.37%) NAS
5 2 (0.37%) Ethernet
5 2 (0.37%) DMZ
5 2 (0.37%) SAN
5 2 (0.37%) LDAP
6 1 (0.18%) Intranet
6 1 (0.18%) SNA
Database & Business Intelligence
1 421 (77.39%) Hadoop
2 413 (75.92%) Big Data
3 289 (53.13%) Apache Hive
4 168 (30.88%) HBase
5 127 (23.35%) NoSQL
6 111 (20.40%) MongoDB
7 96 (17.65%) Apache Cassandra
8 79 (14.52%) Relational Database
9 73 (13.42%) Data Warehouse
10 63 (11.58%) RDBMS
11 62 (11.40%) Data Mining
12 57 (10.48%) SQL Server
13 52 (9.56%) Sqoop
14 47 (8.64%) Couchbase
15 45 (8.27%) Impala
16 43 (7.90%) MySQL
17 36 (6.62%) Mahout
18 34 (6.25%) SQL Server Reporting Services
18 34 (6.25%) CouchDB
19 31 (5.70%) SQL Server Analysis Services
Development Applications
1 55 (10.11%) Git (software)
2 48 (8.82%) Jenkins
3 43 (7.90%) Mercurial
4 37 (6.80%) Talend Open Studio
5 35 (6.43%) Maven
6 34 (6.25%) JUnit
6 34 (6.25%) Mockito
7 16 (2.94%) Atlassian Bamboo
8 15 (2.76%) Selenium
8 15 (2.76%) LoadUI
8 15 (2.76%) SoapUI
9 12 (2.21%) Fiddler
10 8 (1.47%) SpecFlow
10 8 (1.47%) Rhino Mocks
10 8 (1.47%) Moq
10 8 (1.47%) Cucumber
10 8 (1.47%) TeamCity
10 8 (1.47%) NUnit
10 8 (1.47%) CruiseControl
11 4 (0.74%) JIRA
General
1 104 (19.12%) Finance
2 69 (12.68%) Banking
3 65 (11.95%) Retail
4 38 (6.99%) Telecoms
5 30 (5.51%) Games
6 20 (3.68%) Marketing
7 11 (2.02%) Legal
8 9 (1.65%) Advertising
9 6 (1.10%) Investment Banking
10 4 (0.74%) Electronics
11 3 (0.55%) Law
11 3 (0.55%) Financial Institution
11 3 (0.55%) Japanese Language
12 1 (0.18%) Pharmaceutical
12 1 (0.18%) Manufacturing
12 1 (0.18%) Publishing
12 1 (0.18%) Spanish Language
Job Titles
1 229 (42.10%) Developer
2 88 (16.18%) Data Scientist
3 85 (15.63%) Java Developer
4 82 (15.07%) Architect
5 64 (11.76%) Data Architect
5 64 (11.76%) Big Data Architect
6 48 (8.82%) Big Data Developer
7 46 (8.46%) Scala Developer
8 32 (5.88%) Solutions Architect
9 28 (5.15%) Hadoop Developer
10 25 (4.60%) Software Developer
11 24 (4.41%) Software Engineer
12 22 (4.04%) Analyst
13 18 (3.31%) Senior Developer
14 15 (2.76%) Consultant
14 15 (2.76%) Data Analyst
15 11 (2.02%) Data Consultant
15 11 (2.02%) Big Data Consultant
16 10 (1.84%) C# Developer
16 10 (1.84%) Technical Leader
Libraries, Frameworks & Software Standards
1 103 (18.93%) Web Services
2 58 (10.66%) RESTful
3 49 (9.01%) Kafka
4 40 (7.35%) .NET
5 30 (5.51%) Play Framework
6 27 (4.96%) SOAP
6 27 (4.96%) RabbitMQ
7 25 (4.60%) Cascading
8 22 (4.04%) REST
9 19 (3.49%) MLlib
10 16 (2.94%) HTML
11 15 (2.76%) CSS
12 13 (2.39%) ASP.NET
12 13 (2.39%) .NET Framework
13 12 (2.21%) jQuery
13 12 (2.21%) CSS3
13 12 (2.21%) HTML5
13 12 (2.21%) DOM
14 10 (1.84%) Spring
14 10 (1.84%) WCF
Miscellaneous
1 119 (21.88%) Analytical Skills
2 103 (18.93%) Computer Science
3 81 (14.89%) Statistics
4 61 (11.21%) Visualisation
5 54 (9.93%) Algorithms
6 53 (9.74%) Mathematics
7 24 (4.41%) Data Structures
8 22 (4.04%) Social Network
9 21 (3.86%) Data Integration
10 19 (3.49%) Neural Network
11 18 (3.31%) Management Information System
12 17 (3.13%) Physics
12 17 (3.13%) User Experience
13 13 (2.39%) Photography
14 12 (2.21%) Performance Metrics
15 8 (1.47%) Smart Meter
15 8 (1.47%) Economics
16 7 (1.29%) Foreign Exchange (FX)
16 7 (1.29%) Mobile Payment
17 6 (1.10%) Enterprise Software
Operating Systems
1 75 (13.79%) Linux
2 28 (5.15%) Windows
3 16 (2.94%) UNIX
4 8 (1.47%) Android
5 3 (0.55%) Windows Mobile
5 3 (0.55%) Red Hat Enterprise Linux
5 3 (0.55%) Apple iOS
6 2 (0.37%) Windows Server 2008
6 2 (0.37%) CentOS
6 2 (0.37%) Ubuntu
7 1 (0.18%) Windows Phone
Processes & Methodologies
1 187 (34.38%) Analytics
2 132 (24.26%) Agile Software Development
3 122 (22.43%) Business Intelligence
4 114 (20.96%) ETL
5 86 (15.81%) Open Source
6 67 (12.32%) TDD
7 53 (9.74%) Software Engineering
8 51 (9.38%) Data Modelling
9 50 (9.19%) Data Analysis
10 49 (9.01%) OO
11 37 (6.80%) Data Management
11 37 (6.80%) Continuous Integration
12 36 (6.62%) Multithreading
12 36 (6.62%) Business Development
13 35 (6.43%) Scrum
14 29 (5.33%) Information Management
14 29 (5.33%) Machine Learning
15 26 (4.78%) Stakeholder Management
16 25 (4.60%) Migration
17 24 (4.41%) DevOps
Programming Languages
1 353 (64.89%) Java
2 220 (40.44%) SQL
3 184 (33.82%) Python
4 120 (22.06%) Scala
5 98 (18.01%) R
6 86 (15.81%) C++
7 60 (11.03%) Bash Shell
8 55 (10.11%) C#
9 48 (8.82%) C
10 45 (8.27%) PHP
11 37 (6.80%) MATLAB
12 34 (6.25%) Perl
13 30 (5.51%) JavaScript
14 28 (5.15%) Ruby
15 16 (2.94%) HiveQL
16 15 (2.76%) Clojure
17 14 (2.57%) Go
18 6 (1.10%) Haskell
18 6 (1.10%) Erlang
18 6 (1.10%) T-SQL
Qualifications
1 110 (20.22%) Degree
2 35 (6.43%) PhD
3 3 (0.55%) Postgraduate
3 3 (0.55%) SC Cleared
3 3 (0.55%) Security Cleared
4 1 (0.18%) MCSD
4 1 (0.18%) Microsoft Certification
Quality Assurance & Compliance
1 18 (3.31%) QA
2 3 (0.55%) Data Quality
System Software
1 96 (17.65%) HDFS
2 53 (9.74%) Apache Flume
3 3 (0.55%) Apache ZooKeeper
4 2 (0.37%) VMware ESXi
4 2 (0.37%) VMware ESX
5 1 (0.18%) GPFS
5 1 (0.18%) Docker
Systems Management
1 44 (8.09%) Opscode Chef
2 26 (4.78%) Puppet
3 15 (2.76%) Oozie
4 10 (1.84%) Ansible
5 9 (1.65%) Hadoop YARN
6 5 (0.92%) Nagios
7 3 (0.55%) Ambari
8 2 (0.37%) ZABBIX
8 2 (0.37%) Cacti
8 2 (0.37%) Ganglia
8 2 (0.37%) Munin
8 2 (0.37%) OpenView
9 1 (0.18%) yum
9 1 (0.18%) Vagrant
9 1 (0.18%) ArcSight ESM
Vendors
1 62 (11.40%) Oracle
2 56 (10.29%) Informatica
3 48 (8.82%) Teradata
4 38 (6.99%) Cognos
5 37 (6.80%) Greenplum
5 37 (6.80%) Talend
5 37 (6.80%) Cloudera
6 36 (6.62%) Tableau
7 34 (6.25%) Netezza
8 33 (6.07%) Vertica
9 30 (5.51%) Hortonworks
10 29 (5.33%) SAP
11 27 (4.96%) Microsoft
12 26 (4.78%) MicroStrategy
13 22 (4.04%) MapR
14 20 (3.68%) IBM
15 19 (3.49%) Ab Initio
16 10 (1.84%) SaltStack
17 8 (1.47%) Google
18 4 (0.74%) HP
City, London
Engage PSG
Salary: £50000 - £75000 per annum
Posted: 20 hours ago
London
Monarch Recruitment Ltd.
Posted: Yesterday
Leeds, Yorkshire
Global Technology Solutions Ltd
Salary: excellent benefits
Posted: Yesterday
London
Jonathan Garth
Salary: From £65,000 to £90,000 per annum Excellent Package
Posted: Yesterday
London
Mortimer Spinks
Salary: £80000 - £110000 per annum + Pension, Bonus
Posted: Yesterday
City, London
Burns Sheehan
Salary: £80000 - £90000 per annum
Posted: Yesterday
London
Salt
Salary: £90000 - £100000 per annum + Bonus and Benefits
Posted: Yesterday
Peterborough, Cambridgeshire
Kyna Associates
Salary: £60000 - £75000 Per Annum Up to £75000 + 15% bonus + ex
Posted: Yesterday
Peterborough, Cambridgeshire
Kyna Associates
Salary: £60000 - £75000 Per Annum plus excellent benefits
Posted: Yesterday
Peterborough, Cambridgeshire
Kyna Associates
Salary: £30000 - £40000 Per Annum plus excellent benefits
Posted: 2 days ago
City, London
Austin Fraser
Salary: £65000.00 - £70000.00 per annum + Benefits
Posted: 2 days ago
Peterborough, Cambridgeshire
Kyna Associates
Salary: £70000 Per Annum + benefits
Posted: 2 days ago
City, London
Engage PSG
Salary: £50000 - £75000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Evolution Recruitment Solutions
Salary: Competitive Salary - Discussed on application
Posted: 2 days ago
City, London
Oliver Bernard
Salary: From £30,000 to £50,000 per annum
Posted: 2 days ago
Central London / West End
Client Server
Salary: £40k to £55k + benefits
Posted: 3 days ago
City, London
Client Server
Salary: £40k to £45k + bonus + benefits
Posted: 6 days ago
Leeds, West Yorkshire
2Source Talent
Salary: £50,000 per annum
Posted: 6 days ago
Leeds, West Yorkshire
Global Technology Solutions Ltd
Salary: £45000 - £50000 per annum + excellent benefits
Posted: 6 days ago
Rochdale, Lancashire
Zen Internet Ltd
Salary: Up to £55,000 per annum depending on experience + benefits
Posted: 14 days ago