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

Location
3 months to
28 Jul 2015
Same period 2014 Same period 2013
MapReduce
Rank 634 609 757
Rank change year-on-year
-25 +148
Permanent jobs citing MapReduce 227 309 116
As % of all permanent IT jobs located in England 0.22% 0.28% 0.11%
As % of the Processes & Methodologies category 0.26% 0.34% 0.14%
Number of salaries quoted 183 266 99
Average salary £67,500 £70,000 £57,500
Average salary % change year-on-year
-3.57% +21.73%
90% offered a salary of more than £42,500 £50,000 £45,000
10% offered a salary of more than £90,000 £90,000 £90,000
UK excluding London average salary £58,000 £72,500 £50,000
% change year-on-year
-20.00% +45.00%
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
86870 91057 82564
As % of all permanent IT jobs located in England 84.76% 82.78% 81.02%
Number of salaries quoted 71897 74104 68287
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £72,500 £73,150
UK excluding London average salary £44,500 £42,500 £41,000
% change year-on-year
+4.70% +3.65%

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 July 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 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
London -66 180 £70,000 +3.70% 24
South East +47 25 £45,000 -35.71% 3
North West -2 11 £58,000 -27.50% 1
East of England - 7 £90,000 - 3
South West -17 2 £37,000 -53.75% 1
Midlands - 1 - -
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 28 July 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.

1 392 (83.94%) Hadoop
2 380 (81.37%) Big Data
3 293 (62.74%) Apache Hive
4 278 (59.53%) Java
5 232 (49.68%) SQL
6 210 (44.97%) Apache Pig
7 195 (41.76%) Analytics
8 173 (37.04%) Python
9 167 (35.76%) Apache Spark
10 153 (32.76%) HBase
11 149 (31.91%) Business Intelligence
12 141 (30.19%) NoSQL
13 138 (29.55%) Agile Software Development
14 134 (28.69%) Amazon AWS
15 132 (28.27%) ETL
16 124 (26.55%) Apache Cassandra
17 112 (23.98%) Degree
18 111 (23.77%) Analytical Skills
19 104 (22.27%) R
20 102 (21.84%) MongoDB
21 101 (21.63%) Open Source
22 99 (21.20%) Scala
23 86 (18.42%) Data Warehouse
24 82 (17.56%) Computer Science
24 82 (17.56%) HDFS
25 81 (17.34%) Relational Database
26 80 (17.13%) SAS
27 70 (14.99%) Informatica
28 69 (14.78%) Finance
29 67 (14.35%) SQL Server

MapReduce
Top Related IT Skills in England by Category

For the 6 months to 28 July 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
1 210 (44.97%) Apache Pig
2 167 (35.76%) Apache Spark
3 80 (17.13%) SAS
4 59 (12.63%) Apache
5 36 (7.71%) Elasticsearch
6 28 (6.00%) Apache Solr
7 6 (1.28%) IIS
7 6 (1.28%) Tomcat
8 4 (0.86%) JBoss
9 3 (0.64%) GlassFish
9 3 (0.64%) SharePoint
10 2 (0.43%) SharePoint Server
11 1 (0.21%) Node.js
11 1 (0.21%) WebLogic
11 1 (0.21%) BizTalk Server
11 1 (0.21%) WebSphere
11 1 (0.21%) Oracle Workflow
Applications
1 57 (12.21%) SPSS
2 25 (5.35%) MS Excel
3 11 (2.36%) MS Office
4 7 (1.50%) Weka
5 5 (1.07%) PowerPivot
Business Applications
1 1 (0.21%) SAP Oil and Gas
Cloud Services
1 134 (28.69%) Amazon AWS
2 67 (14.35%) Amazon EMR
3 60 (12.85%) Amazon EC2
4 30 (6.42%) Amazon S3
5 26 (5.57%) Cloud Computing
6 24 (5.14%) Microsoft Azure
7 10 (2.14%) Amazon ELB
8 9 (1.93%) SaaS
9 7 (1.50%) AWS Elastic Beanstalk
9 7 (1.50%) Google Analytics
10 6 (1.28%) Virtual Private Cloud
11 5 (1.07%) Route 53
11 5 (1.07%) Adobe Analytics
12 4 (0.86%) GitHub
13 2 (0.43%) Google Cloud Platform
14 1 (0.21%) IaaS
14 1 (0.21%) Google App Engine
Communications & Networking
1 15 (3.21%) Internet
2 13 (2.78%) HTTP
3 7 (1.50%) SAN
3 7 (1.50%) DNS
4 6 (1.28%) Ethernet
4 6 (1.28%) DMZ
4 6 (1.28%) NAS
5 3 (0.64%) OpenLDAP
6 1 (0.21%) Kerberos
6 1 (0.21%) SNA
6 1 (0.21%) Intranet
6 1 (0.21%) Wireless
Database & Business Intelligence
1 392 (83.94%) Hadoop
2 380 (81.37%) Big Data
3 293 (62.74%) Apache Hive
4 153 (32.76%) HBase
5 141 (30.19%) NoSQL
6 124 (26.55%) Apache Cassandra
7 102 (21.84%) MongoDB
8 86 (18.42%) Data Warehouse
9 81 (17.34%) Relational Database
10 67 (14.35%) SQL Server
11 65 (13.92%) RDBMS
12 61 (13.06%) Sqoop
13 48 (10.28%) Data Mining
14 46 (9.85%) Pentaho
15 41 (8.78%) Impala
16 37 (7.92%) Mahout
17 35 (7.49%) SQL Server Reporting Services
18 33 (7.07%) Amazon Redshift
19 32 (6.85%) DB2
19 32 (6.85%) SQL Server Analysis Services
Development Applications
1 54 (11.56%) Talend Open Studio
2 17 (3.64%) SoapUI
2 17 (3.64%) Atlassian Bamboo
2 17 (3.64%) Git (software)
2 17 (3.64%) Selenium
2 17 (3.64%) LoadUI
3 15 (3.21%) Jenkins
4 14 (3.00%) Fiddler
5 7 (1.50%) Maven
6 5 (1.07%) SQL Server Management Studio (SSMS)
7 4 (0.86%) JUnit
7 4 (0.86%) Mockito
8 3 (0.64%) Bitbucket
8 3 (0.64%) Subversion
9 2 (0.43%) Eclipse
9 2 (0.43%) Gradle
10 1 (0.21%) YourKit
10 1 (0.21%) SpecFlow
10 1 (0.21%) TestNG
10 1 (0.21%) TeamCity
General
1 69 (14.78%) Finance
2 58 (12.42%) Banking
3 42 (8.99%) Retail
4 37 (7.92%) Telecoms
5 23 (4.93%) Games
6 13 (2.78%) Marketing
7 9 (1.93%) Legal
8 7 (1.50%) Advertising
9 6 (1.28%) Investment Banking
10 4 (0.86%) Electronics
11 3 (0.64%) Japanese Language
12 1 (0.21%) Spanish Language
12 1 (0.21%) Pharmaceutical
12 1 (0.21%) Financial Institution
12 1 (0.21%) Law
12 1 (0.21%) Publishing
12 1 (0.21%) Manufacturing
Job Titles
1 169 (36.19%) Developer
2 88 (18.84%) Architect
3 66 (14.13%) Data Scientist
4 64 (13.70%) Data Architect
5 63 (13.49%) Big Data Architect
6 54 (11.56%) Java Developer
7 49 (10.49%) Big Data Developer
8 38 (8.14%) Solutions Architect
9 28 (6.00%) Hadoop Developer
10 23 (4.93%) Software Developer
11 22 (4.71%) Consultant
12 21 (4.50%) Senior Developer
13 19 (4.07%) Software Engineer
14 15 (3.21%) Data Consultant
14 15 (3.21%) Big Data Consultant
15 14 (3.00%) Analyst
15 14 (3.00%) Business Intelligence Developer
16 11 (2.36%) Technical Leader
17 9 (1.93%) Business Intelligence Analyst
17 9 (1.93%) Lead Developer
Libraries, Frameworks & Software Standards
1 63 (13.49%) Web Services
2 54 (11.56%) Kafka
3 34 (7.28%) .NET
3 34 (7.28%) Cascading
4 26 (5.57%) MLlib
5 24 (5.14%) CSS
6 22 (4.71%) SOAP
6 22 (4.71%) HTML
7 21 (4.50%) jQuery
8 18 (3.85%) HTML5
9 17 (3.64%) CSS3
9 17 (3.64%) RESTful
10 15 (3.21%) .NET Framework
11 13 (2.78%) DOM
11 13 (2.78%) ASP.NET
11 13 (2.78%) Akka
12 12 (2.57%) Spring
13 9 (1.93%) J2EE
14 7 (1.50%) REST
14 7 (1.50%) Hibernate
Miscellaneous
1 111 (23.77%) Analytical Skills
2 82 (17.56%) Computer Science
3 59 (12.63%) Mathematics
4 55 (11.78%) Algorithms
5 53 (11.35%) Statistics
6 45 (9.64%) Visualisation
7 26 (5.57%) Data Structures
8 22 (4.71%) Data Integration
9 18 (3.85%) User Experience
10 16 (3.43%) Physics
11 15 (3.21%) Management Information System
12 12 (2.57%) Economics
13 11 (2.36%) Foreign Exchange (FX)
13 11 (2.36%) Mobile Payment
14 8 (1.71%) Social Network
14 8 (1.71%) Smart Meter
15 7 (1.50%) Enterprise Software
15 7 (1.50%) Replication
16 6 (1.28%) Informatics
17 5 (1.07%) Taxonomies
Operating Systems
1 58 (12.42%) Linux
2 14 (3.00%) Windows
3 12 (2.57%) UNIX
4 6 (1.28%) Windows Server 2008
5 5 (1.07%) Android
6 1 (0.21%) Windows Phone
6 1 (0.21%) Red Hat Enterprise Linux
6 1 (0.21%) Apple iOS
6 1 (0.21%) Windows Mobile
Processes & Methodologies
1 195 (41.76%) Analytics
2 149 (31.91%) Business Intelligence
3 138 (29.55%) Agile Software Development
4 132 (28.27%) ETL
5 101 (21.63%) Open Source
6 66 (14.13%) Data Modelling
7 60 (12.85%) Data Analysis
8 50 (10.71%) Software Engineering
9 47 (10.06%) Business Development
10 45 (9.64%) TDD
11 43 (9.21%) Machine Learning
12 37 (7.92%) Migration
12 37 (7.92%) Continuous Integration
13 34 (7.28%) OO
13 34 (7.28%) Scrum
13 34 (7.28%) DevOps
14 33 (7.07%) Information Management
15 31 (6.64%) Performance Tuning
16 30 (6.42%) Data Migration
16 30 (6.42%) Technical Architecture
Programming Languages
1 278 (59.53%) Java
2 232 (49.68%) SQL
3 173 (37.04%) Python
4 104 (22.27%) R
5 99 (21.20%) Scala
6 49 (10.49%) Perl
7 42 (8.99%) Bash Shell
8 41 (8.78%) PHP
9 38 (8.14%) JavaScript
10 37 (7.92%) C
10 37 (7.92%) C++
11 35 (7.49%) C#
12 32 (6.85%) MATLAB
13 19 (4.07%) Ruby
14 15 (3.21%) Go
15 14 (3.00%) HiveQL
16 12 (2.57%) Spark SQL
16 12 (2.57%) T-SQL
17 8 (1.71%) Shell Script
17 8 (1.71%) Clojure
Qualifications
1 112 (23.98%) Degree
2 29 (6.21%) PhD
3 3 (0.64%) Security Cleared
3 3 (0.64%) Microsoft Certification
4 2 (0.43%) MCSE
4 2 (0.43%) SC Cleared
5 1 (0.21%) MCSD
5 1 (0.21%) RHCE
Quality Assurance & Compliance
1 6 (1.28%) QA
2 1 (0.21%) Data Quality
2 1 (0.21%) COBIT
System Software
1 82 (17.56%) HDFS
2 62 (13.28%) Apache Flume
3 11 (2.36%) GPFS
4 6 (1.28%) VMware ESX
4 6 (1.28%) VMware ESXi
5 1 (0.21%) Docker
5 1 (0.21%) Active Directory
Systems Management
1 63 (13.49%) Opscode Chef
2 32 (6.85%) Puppet
3 18 (3.85%) Ansible
4 16 (3.43%) Hadoop YARN
5 15 (3.21%) Oozie
6 1 (0.21%) Kibana
6 1 (0.21%) Salt
6 1 (0.21%) logstash
6 1 (0.21%) Vagrant
Vendors
1 70 (14.99%) Informatica
2 54 (11.56%) Talend
3 52 (11.13%) Oracle
4 50 (10.71%) Cognos
5 48 (10.28%) Netezza
6 47 (10.06%) Teradata
7 42 (8.99%) Vertica
7 42 (8.99%) MicroStrategy
8 37 (7.92%) Microsoft
9 31 (6.64%) Tableau
10 28 (6.00%) Greenplum
11 25 (5.35%) SAP
12 22 (4.71%) Cloudera
13 19 (4.07%) Ab Initio
13 19 (4.07%) SaltStack
14 16 (3.43%) Google
15 13 (2.78%) Hortonworks
16 9 (1.93%) MapR
17 7 (1.50%) IBM
18 6 (1.28%) VMware
London
Mortimer Spinks
Salary: £55000 - £105000 per annum + excellent
Posted: 2 hours ago
London
Lawrence Harvey Enterprise
Salary: £75000 - £95000 per annum + Benefits + Bonus + Pension
Posted: 8 hours ago
London
Opus Recruitment Solutions Ltd
Salary: £60000 - £75000 per annum
Posted: 21 hours ago
Peterborough, Cambridgeshire
Venturi
Salary: £70000 - £93000 per annum + Bonus + Benefits
Posted: 22 hours ago
London
Opus Resourcing Ltd
Salary: £80000 - £100000 per annum + Benefits + Bonus to 20%
Posted: Yesterday
Gloucestershire
Informatiq Consulting
Salary: £38000 - £42000 per annum + Benefits
Posted: Yesterday
London
CLIENT SERVER
Salary: £55k to £60k + bonus (c50%) + benefits
Posted: 4 days ago
West London
Client Server
Salary: £55k to £60k + bonus (c50%) + benefits
Posted: 4 days ago
Isleworth, Middlesex
Opus Resourcing Ltd
Salary: £55000 - £65000 per annum + Generous Bens + Bonus
Posted: 4 days ago
London
First Point
Salary: £50000 - £65000 per annum + Benefits
Posted: 4 days ago
London
Jonathan Garth
Salary: From £65,000 to £90,000 per annum Excellent Package
Posted: 4 days ago
London
McGregor Boyall
Salary: £65000 - £85000 per annum
Posted: 4 days ago
City, London
Austin Fraser
Salary: £65000.00 - £90000.00 per annum + Benefits
Posted: 4 days ago
City, London
Burns Sheehan
Salary: £60000 - £90000 per annum
Posted: 5 days ago
London
Burns Sheehan
Salary: £37000.00 - £40000 per annum
Posted: 5 days ago
London
Burns Sheehan
Salary: £60000 - £70000 per annum
Posted: 5 days ago
London
Burns Sheehan
Salary: £60000 - £70000 per annum
Posted: 5 days ago
Leatherhead, Surrey
CGI
Salary: £30000 - £35000 per annum
Posted: 5 days ago
South East
Cognizant
Salary: Competitive
Posted: 6 days ago
London
ASOS
Salary: Competitive plus benefits
Posted: 6 days ago