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

Location
3 months to
27 Jan 2015
Same period 2014 Same period 2013
MapReduce
Rank 605 618 709
Rank change year-on-year
+13 +91
Permanent jobs citing MapReduce 251 240 153
As % of all permanent IT jobs located in England 0.26% 0.25% 0.15%
As % of the Processes & Methodologies category 0.31% 0.30% 0.18%
Number of salaries quoted 215 207 142
Average salary £65,000 £65,000 £60,000
Average salary % change year-on-year
- +8.33%
90% offered a salary of more than £45,000 £50,000 £42,500
10% offered a salary of more than £86,250 £86,000 £77,500
UK excluding London average salary £51,750 £50,000 £50,000
% change year-on-year
+3.50% -
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
81338 79614 83745
As % of all permanent IT jobs located in England 82.70% 82.33% 80.18%
Number of salaries quoted 67543 64209 71633
Average salary £48,500 £47,500 £45,000
Average salary % change year-on-year
+2.10% +5.55%
90% offered a salary of more than £31,500 £31,000 £30,000
10% offered a salary of more than £73,500 £70,000 £75,000
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 January 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 27 January 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 +29 207 £70,000 +3.70% 25
South West -5 10 £58,750 +17.50% 1
South East -42 10 £51,000 -15.00% 2
Yorkshire -18 9 £45,000 -10.00% 3
East Midlands - 9 £60,000 -
North West -10 3 £62,500 -18.03% 1
East of England - 2 £57,500 - 6
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 27 January 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.

1 419 (88.58%) Hadoop
2 406 (85.84%) Big Data
3 313 (66.17%) Java
4 243 (51.37%) Apache Hive
5 160 (33.83%) HBase
6 147 (31.08%) NoSQL
7 142 (30.02%) SQL
8 135 (28.54%) Apache Pig
9 130 (27.48%) Analytics
10 118 (24.95%) Agile Software Development
11 109 (23.04%) Finance
12 104 (21.99%) MongoDB
13 99 (20.93%) HDFS
14 94 (19.87%) TDD
15 93 (19.66%) Scala
16 90 (19.03%) Computer Science
16 90 (19.03%) Python
17 83 (17.55%) Linux
18 82 (17.34%) Degree
19 81 (17.12%) Algorithms
20 79 (16.70%) ETL
21 78 (16.49%) Data Warehouse
22 77 (16.28%) C++
23 76 (16.07%) Business Intelligence
24 73 (15.43%) Web Services
25 71 (15.01%) REST
26 68 (14.38%) Analytical Skills
26 68 (14.38%) Apache Cassandra
27 65 (13.74%) SQL Server
28 64 (13.53%) OO

MapReduce
Top Related IT Skills in England by Category

For the 6 months to 27 January 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
1 135 (28.54%) Apache Pig
2 62 (13.11%) Apache Spark
3 46 (9.73%) SAS
4 16 (3.38%) Oracle Coherence
5 14 (2.96%) Mule
6 12 (2.54%) Apache
7 7 (1.48%) SharePoint
7 7 (1.48%) Node.js
8 6 (1.27%) IIS
9 5 (1.06%) Elasticsearch
9 5 (1.06%) OpenStack
9 5 (1.06%) Apache Solr
10 4 (0.85%) MS Exchange
10 4 (0.85%) Tomcat
11 3 (0.63%) BizTalk Server
11 3 (0.63%) TIBCO EMS
12 1 (0.21%) CloudStack
12 1 (0.21%) GemFire
Applications
1 20 (4.23%) SPSS
2 18 (3.81%) Weka
3 8 (1.69%) MS Office
4 6 (1.27%) MS Excel
5 3 (0.63%) Stata
5 3 (0.63%) Gephi
6 2 (0.42%) Spreadsheet
Cloud Services
1 44 (9.30%) Amazon AWS
2 15 (3.17%) Cloud Computing
3 11 (2.33%) Amazon EMR
4 7 (1.48%) Amazon EC2
5 5 (1.06%) SaaS
6 4 (0.85%) ElastiCache
6 4 (0.85%) Amazon ElastiCache
6 4 (0.85%) GitHub
7 3 (0.63%) Google Cloud Platform
7 3 (0.63%) AWS Data Pipeline
7 3 (0.63%) Amazon S3
7 3 (0.63%) Microsoft Azure
8 1 (0.21%) Amazon SQS
8 1 (0.21%) Rackspace Cloud
Communications & Networking
1 12 (2.54%) LAN
1 12 (2.54%) WAN
2 7 (1.48%) Internet
3 5 (1.06%) HTTP
4 4 (0.85%) TCP/IP
4 4 (0.85%) LDAP
5 3 (0.63%) RTP
6 1 (0.21%) Firewall
6 1 (0.21%) DNS
Database & Business Intelligence
1 419 (88.58%) Hadoop
2 406 (85.84%) Big Data
3 243 (51.37%) Apache Hive
4 160 (33.83%) HBase
5 147 (31.08%) NoSQL
6 104 (21.99%) MongoDB
7 78 (16.49%) Data Warehouse
8 68 (14.38%) Apache Cassandra
9 65 (13.74%) SQL Server
10 53 (11.21%) Impala
11 44 (9.30%) Mahout
12 40 (8.46%) Data Mining
13 38 (8.03%) Relational Database
14 37 (7.82%) Couchbase
14 37 (7.82%) MySQL
15 35 (7.40%) Sqoop
16 31 (6.55%) SQL Server 2008
17 27 (5.71%) QlikView
18 26 (5.50%) RDBMS
19 23 (4.86%) Redis
Development Applications
1 45 (9.51%) Git (software)
2 37 (7.82%) Jenkins
3 36 (7.61%) Cucumber
4 34 (7.19%) SpecFlow
5 31 (6.55%) NUnit
6 29 (6.13%) CruiseControl
6 29 (6.13%) TeamCity
6 29 (6.13%) Rhino Mocks
6 29 (6.13%) Moq
7 27 (5.71%) Maven
8 18 (3.81%) JUnit
8 18 (3.81%) Mercurial
9 16 (3.38%) Mockito
10 9 (1.90%) Talend Open Studio
11 6 (1.27%) Subversion
11 6 (1.27%) Selenium
12 3 (0.63%) Team Foundation Server
13 2 (0.42%) JIRA
14 1 (0.21%) FitNesse
14 1 (0.21%) Atlassian Bamboo
General
1 109 (23.04%) Finance
2 62 (13.11%) Banking
3 39 (8.25%) Games
4 31 (6.55%) Retail
5 19 (4.02%) Telecoms
6 15 (3.17%) Marketing
7 5 (1.06%) Legal
8 3 (0.63%) Financial Institution
8 3 (0.63%) Front Office
8 3 (0.63%) Investment Banking
8 3 (0.63%) Advertising
9 2 (0.42%) Pharmaceutical
9 2 (0.42%) Manufacturing
9 2 (0.42%) Automotive
10 1 (0.21%) Law
10 1 (0.21%) French Language
Job Titles
1 188 (39.75%) Developer
2 98 (20.72%) Architect
3 81 (17.12%) Java Developer
4 74 (15.64%) Data Architect
5 70 (14.80%) Big Data Architect
6 63 (13.32%) Data Scientist
7 36 (7.61%) C# Developer
8 35 (7.40%) Big Data Developer
9 26 (5.50%) Senior Architect
10 25 (5.29%) Consultant
11 22 (4.65%) Hadoop Developer
12 21 (4.44%) Big Data Consultant
12 21 (4.44%) Senior Developer
12 21 (4.44%) Data Consultant
13 19 (4.02%) Software Engineer
14 17 (3.59%) Scala Developer
15 16 (3.38%) Analyst
16 15 (3.17%) Senior Data Architect
17 13 (2.75%) Lead Developer
18 11 (2.33%) Data Analyst
Libraries, Frameworks & Software Standards
1 73 (15.43%) Web Services
2 71 (15.01%) REST
3 50 (10.57%) .NET
4 47 (9.94%) RESTful
5 42 (8.88%) SOAP
6 40 (8.46%) Cascading
7 36 (7.61%) Kafka
7 36 (7.61%) WCF
8 34 (7.19%) RabbitMQ
9 33 (6.98%) Spring
10 30 (6.34%) ActiveMQ
10 30 (6.34%) MSMQ
11 29 (6.13%) Gherkin
12 26 (5.50%) XML
13 20 (4.23%) HTML
14 19 (4.02%) JSON
15 16 (3.38%) Java EE
16 15 (3.17%) CSS
17 14 (2.96%) Apache Camel
18 12 (2.54%) ASP.NET
Miscellaneous
1 90 (19.03%) Computer Science
2 81 (17.12%) Algorithms
3 68 (14.38%) Analytical Skills
4 64 (13.53%) Open Source
5 53 (11.21%) Visualisation
6 42 (8.88%) Statistics
7 33 (6.98%) Mathematics
8 24 (5.07%) Data Integration
8 24 (5.07%) Data Structures
9 17 (3.59%) Physics
10 12 (2.54%) Management Information System
11 10 (2.11%) Photography
12 9 (1.90%) Neural Network
12 9 (1.90%) User Experience
13 8 (1.69%) Social Media
13 8 (1.69%) Enterprise Software
13 8 (1.69%) Clustering
13 8 (1.69%) Smart Meter
14 7 (1.48%) Social Network
14 7 (1.48%) Performance Metrics
Operating Systems
1 83 (17.55%) Linux
2 24 (5.07%) UNIX
3 15 (3.17%) Windows
4 4 (0.85%) Android
5 3 (0.63%) Apple iOS
5 3 (0.63%) Ubuntu
6 2 (0.42%) Windows Mobile
Processes & Methodologies
1 130 (27.48%) Analytics
2 118 (24.95%) Agile Software Development
3 94 (19.87%) TDD
4 79 (16.70%) ETL
5 76 (16.07%) Business Intelligence
6 64 (13.53%) OO
7 52 (10.99%) Scrum
8 48 (10.15%) E-Commerce
9 44 (9.30%) Data Analysis
10 43 (9.09%) OOP
11 41 (8.67%) BDD
12 39 (8.25%) Workflow
12 39 (8.25%) Software Engineering
13 30 (6.34%) Automated Testing
13 30 (6.34%) OOD
14 29 (6.13%) OOA/OOD
14 29 (6.13%) TOGAF
14 29 (6.13%) Continuous Integration
14 29 (6.13%) Data Architecture
15 28 (5.92%) Use Case
Programming Languages
1 313 (66.17%) Java
2 142 (30.02%) SQL
3 93 (19.66%) Scala
4 90 (19.03%) Python
5 77 (16.28%) C++
6 61 (12.90%) C#
7 59 (12.47%) R
8 49 (10.36%) Ruby
9 42 (8.88%) Bash Shell
10 28 (5.92%) C
11 25 (5.29%) JavaScript
12 19 (4.02%) MATLAB
13 13 (2.75%) PHP
14 12 (2.54%) Perl
15 6 (1.27%) VBA
16 5 (1.06%) Haskell
17 4 (0.85%) Pig Latin
18 3 (0.63%) HiveQL
18 3 (0.63%) SPARQL
18 3 (0.63%) Clojure
Qualifications
1 82 (17.34%) Degree
2 35 (7.40%) PhD
3 7 (1.48%) SC Cleared
3 7 (1.48%) Security Cleared
4 4 (0.85%) Postgraduate
Quality Assurance & Compliance
1 22 (4.65%) QA
2 8 (1.69%) Data Quality
System Software
1 99 (20.93%) HDFS
2 37 (7.82%) Apache Flume
3 20 (4.23%) Apache ZooKeeper
4 12 (2.54%) Oracle RAC
Systems Management
1 33 (6.98%) Oozie
2 19 (4.02%) Ambari
3 18 (3.81%) Hadoop YARN
3 18 (3.81%) Opscode Chef
4 14 (2.96%) Puppet
5 10 (2.11%) yum
6 4 (0.85%) OpenView
6 4 (0.85%) Nagios
6 4 (0.85%) ZABBIX
6 4 (0.85%) Cacti
6 4 (0.85%) Munin
7 1 (0.21%) Ansible
7 1 (0.21%) Salt
Vendors
1 63 (13.32%) Teradata
2 59 (12.47%) Oracle
3 29 (6.13%) Netezza
4 27 (5.71%) Cloudera
5 26 (5.50%) Hortonworks
5 26 (5.50%) MapR
6 25 (5.29%) Informatica
7 23 (4.86%) Cognos
8 19 (4.02%) SAP
8 19 (4.02%) Ab Initio
9 17 (3.59%) IBM
10 16 (3.38%) Cisco
11 15 (3.17%) Tableau
12 12 (2.54%) Sybase
12 12 (2.54%) Intel
13 11 (2.33%) Microsoft
13 11 (2.33%) HP
13 11 (2.33%) Google
13 11 (2.33%) Greenplum
14 10 (2.11%) Vertica
City, London
Engage PSG
Salary: £50000 - £75000 per annum
Posted: 10 hours ago
London
Engage PSG
Salary: £50000 - £75000 per annum + bonus & benefits
Posted: 17 hours ago
London
Experis Ltd
Salary: £65000.00 per annum
Posted: 21 hours ago
City, Birmingham
Metail
Posted: Yesterday
North West
Montash
Salary: £85000 - £95000 per annum + Excellent Package
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k plus benefits
Posted: Yesterday
Central London / West End
Evolution Recruitment Solutions
Salary: 55,000 plus benefits
Posted: Yesterday
London
Arcus Global Partners
Salary: Competitive
Posted: Yesterday
Hatfield, Hertfordshire
Understanding Recruitment
Salary: £45000 - £60000 per annum + bens - shares, pens, health+
Posted: 2 days ago
City, London
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens - shares, pens, health+
Posted: 2 days ago
London
FPSG Connect
Salary: £70000 - £95000 per annum
Posted: 2 days ago
City, London
Harnham
Salary: £40000 - £60000 per annum + Potential Stock Options
Posted: 2 days ago
London
Colston Consulting
Salary: Highly Competitive Package
Posted: 4 days ago
London
Colston Consulting
Salary: £45k - 70k per year + Benefits
Posted: 4 days ago
City, London
Venturi
Salary: £45000 - £55000.00 per annum + full benefits
Posted: 4 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £45,000 per annum plus car allowance and benefits
Posted: 4 days ago
London
ISL
Salary: £50000 - £70000 per annum
Posted: 5 days ago
City, London
The People Network
Salary: £60000 - £80000 per annum + Bonus, Pension, Health, Holiday
Posted: 5 days ago
Hemel Hempstead, Hertfordshire
Steria
Salary: £70k - £90k + 15% Benefits
Posted: 6 days ago
Hemel Hempstead, Hertfordshire
Sopra Steria Recruitment
Salary: From £70,000 to £90,000 per annum + 15% Benefits
Posted: 6 days ago