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

Location
3 months to
3 Jul 2015
Same period 2014 Same period 2013
MapReduce
Rank 640 588 732
Rank change year-on-year
-52 +144
Permanent jobs citing MapReduce 239 330 123
As % of all permanent IT jobs located in England 0.23% 0.30% 0.12%
As % of the Processes & Methodologies category 0.27% 0.36% 0.15%
Number of salaries quoted 189 288 106
Average salary £67,500 £70,000 £55,000
Average salary % change year-on-year
-3.57% +27.27%
90% offered a salary of more than £45,000 £49,750 £45,000
10% offered a salary of more than £90,000 £92,500 £95,000
UK excluding London average salary £55,000 £75,000 £50,000
% change year-on-year
-26.66% +50.00%
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
87191 91296 82288
As % of all permanent IT jobs located in England 84.48% 82.73% 80.93%
Number of salaries quoted 72102 74533 68537
Average salary £50,000 £50,000 £47,000
Average salary % change year-on-year
- +6.38%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £75,000 £72,500 £74,100
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +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 3 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 3 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 -73 192 £70,000 +6.06% 32
South East +29 26 £50,000 -33.33% 2
North West 0 12 £50,000 -37.50% 3
East of England - 5 £90,000 - 2
South West -3 3 £40,000 -50.00%
West Midlands -10 1 £57,500 +1.76%
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 3 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.

1 389 (83.66%) Hadoop
2 382 (82.15%) Big Data
3 286 (61.51%) Java
4 280 (60.22%) Apache Hive
5 219 (47.10%) SQL
6 197 (42.37%) Apache Pig
7 190 (40.86%) Analytics
8 164 (35.27%) Python
9 156 (33.55%) Apache Spark
9 156 (33.55%) HBase
10 137 (29.46%) Business Intelligence
11 134 (28.82%) Amazon AWS
12 129 (27.74%) Agile Software Development
13 126 (27.10%) NoSQL
14 122 (26.24%) ETL
15 118 (25.38%) Apache Cassandra
16 110 (23.66%) Degree
17 109 (23.44%) Analytical Skills
18 107 (23.01%) R
19 98 (21.08%) Scala
20 97 (20.86%) MongoDB
21 90 (19.35%) Open Source
22 81 (17.42%) Finance
22 81 (17.42%) SAS
23 79 (16.99%) Computer Science
23 79 (16.99%) HDFS
24 71 (15.27%) Data Warehouse
25 69 (14.84%) Web Services
26 66 (14.19%) Banking
27 65 (13.98%) Relational Database

MapReduce
Top Related IT Skills in England by Category

For the 6 months to 3 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
1 197 (42.37%) Apache Pig
2 156 (33.55%) Apache Spark
3 81 (17.42%) SAS
4 50 (10.75%) Apache
5 27 (5.81%) Elasticsearch
5 27 (5.81%) Apache Solr
6 6 (1.29%) IIS
7 4 (0.86%) Tomcat
8 3 (0.65%) SharePoint
8 3 (0.65%) BizTalk Server
9 2 (0.43%) Node.js
10 1 (0.22%) OpenStack
10 1 (0.22%) Oracle Workflow
Applications
1 61 (13.12%) SPSS
2 27 (5.81%) MS Excel
3 11 (2.37%) MS Office
4 9 (1.94%) Weka
5 3 (0.65%) PowerPivot
Business Applications
1 1 (0.22%) SAP Oil and Gas
Cloud Services
1 134 (28.82%) Amazon AWS
2 64 (13.76%) Amazon EMR
3 58 (12.47%) Amazon EC2
4 28 (6.02%) Amazon S3
5 27 (5.81%) Cloud Computing
6 22 (4.73%) Microsoft Azure
7 10 (2.15%) Amazon ELB
8 9 (1.94%) SaaS
9 7 (1.51%) AWS Elastic Beanstalk
10 5 (1.08%) Route 53
11 4 (0.86%) Virtual Private Cloud
11 4 (0.86%) Adobe Analytics
11 4 (0.86%) Google Analytics
12 2 (0.43%) GitHub
13 1 (0.22%) Google Cloud Platform
13 1 (0.22%) Google App Engine
Communications & Networking
1 15 (3.23%) HTTP
1 15 (3.23%) Internet
2 6 (1.29%) DNS
3 4 (0.86%) SAN
3 4 (0.86%) DMZ
3 4 (0.86%) Ethernet
3 4 (0.86%) NAS
4 1 (0.22%) Intranet
4 1 (0.22%) Firewall
4 1 (0.22%) Wireless
4 1 (0.22%) Kerberos
4 1 (0.22%) SNA
Database & Business Intelligence
1 389 (83.66%) Hadoop
2 382 (82.15%) Big Data
3 280 (60.22%) Apache Hive
4 156 (33.55%) HBase
5 126 (27.10%) NoSQL
6 118 (25.38%) Apache Cassandra
7 97 (20.86%) MongoDB
8 71 (15.27%) Data Warehouse
9 65 (13.98%) Relational Database
10 61 (13.12%) SQL Server
11 56 (12.04%) Sqoop
12 53 (11.40%) RDBMS
13 47 (10.11%) Data Mining
14 41 (8.82%) Pentaho
15 40 (8.60%) Impala
16 38 (8.17%) Mahout
17 37 (7.96%) SQL Server Reporting Services
18 33 (7.10%) SQL Server Analysis Services
19 29 (6.24%) Amazon Redshift
20 26 (5.59%) DB2
Development Applications
1 48 (10.32%) Talend Open Studio
2 17 (3.66%) Atlassian Bamboo
3 16 (3.44%) Selenium
3 16 (3.44%) SoapUI
3 16 (3.44%) LoadUI
4 13 (2.80%) Fiddler
5 11 (2.37%) Jenkins
6 10 (2.15%) Git (software)
7 4 (0.86%) TeamCity
7 4 (0.86%) NUnit
7 4 (0.86%) CruiseControl
7 4 (0.86%) Cucumber
7 4 (0.86%) Rhino Mocks
7 4 (0.86%) Moq
7 4 (0.86%) SpecFlow
7 4 (0.86%) SQL Server Management Studio (SSMS)
8 3 (0.65%) Maven
9 2 (0.43%) Eclipse
10 1 (0.22%) TestNG
10 1 (0.22%) Team Foundation Server
General
1 81 (17.42%) Finance
2 66 (14.19%) Banking
3 43 (9.25%) Retail
4 41 (8.82%) Telecoms
5 26 (5.59%) Games
6 16 (3.44%) Marketing
7 12 (2.58%) Legal
8 7 (1.51%) Advertising
9 6 (1.29%) Investment Banking
10 4 (0.86%) Electronics
11 3 (0.65%) Japanese Language
12 1 (0.22%) Spanish Language
12 1 (0.22%) Publishing
12 1 (0.22%) Pharmaceutical
12 1 (0.22%) Financial Institution
12 1 (0.22%) Manufacturing
12 1 (0.22%) Law
Job Titles
1 165 (35.48%) Developer
2 81 (17.42%) Architect
3 71 (15.27%) Data Scientist
4 59 (12.69%) Big Data Architect
4 59 (12.69%) Data Architect
5 53 (11.40%) Java Developer
6 48 (10.32%) Big Data Developer
7 39 (8.39%) Solutions Architect
8 24 (5.16%) Hadoop Developer
9 23 (4.95%) Software Developer
10 19 (4.09%) Consultant
11 18 (3.87%) Software Engineer
11 18 (3.87%) Analyst
11 18 (3.87%) Senior Developer
12 14 (3.01%) Data Consultant
12 14 (3.01%) Big Data Consultant
13 11 (2.37%) Business Intelligence Developer
13 11 (2.37%) Technical Leader
13 11 (2.37%) Data Analyst
14 7 (1.51%) Lead Developer
Libraries, Frameworks & Software Standards
1 69 (14.84%) Web Services
2 49 (10.54%) Kafka
3 39 (8.39%) .NET
4 30 (6.45%) Cascading
5 25 (5.38%) MLlib
5 25 (5.38%) SOAP
6 17 (3.66%) HTML
7 16 (3.44%) CSS
7 16 (3.44%) RESTful
8 14 (3.01%) HTML5
8 14 (3.01%) jQuery
8 14 (3.01%) ASP.NET
8 14 (3.01%) .NET Framework
9 13 (2.80%) DOM
9 13 (2.80%) CSS3
10 11 (2.37%) REST
11 7 (1.51%) Akka
12 6 (1.29%) JMS
12 6 (1.29%) J2EE
12 6 (1.29%) ActiveMQ
Miscellaneous
1 109 (23.44%) Analytical Skills
2 79 (16.99%) Computer Science
3 58 (12.47%) Statistics
3 58 (12.47%) Mathematics
4 50 (10.75%) Algorithms
5 45 (9.68%) Visualisation
6 24 (5.16%) Data Structures
7 17 (3.66%) User Experience
8 16 (3.44%) Physics
8 16 (3.44%) Data Integration
9 12 (2.58%) Economics
10 9 (1.94%) Foreign Exchange (FX)
10 9 (1.94%) Mobile Payment
11 8 (1.72%) Smart Meter
11 8 (1.72%) Management Information System
11 8 (1.72%) Social Network
12 7 (1.51%) Enterprise Software
13 6 (1.29%) Taxonomies
13 6 (1.29%) Informatics
14 4 (0.86%) Applied Mathematics
Operating Systems
1 54 (11.61%) Linux
2 12 (2.58%) UNIX
3 11 (2.37%) Windows
4 7 (1.51%) Android
5 4 (0.86%) Windows Server 2008
6 2 (0.43%) Apple iOS
6 2 (0.43%) Windows Mobile
7 1 (0.22%) Windows Phone
7 1 (0.22%) Red Hat Enterprise Linux
Processes & Methodologies
1 190 (40.86%) Analytics
2 137 (29.46%) Business Intelligence
3 129 (27.74%) Agile Software Development
4 122 (26.24%) ETL
5 90 (19.35%) Open Source
6 60 (12.90%) Data Analysis
7 53 (11.40%) Data Modelling
8 48 (10.32%) Software Engineering
9 47 (10.11%) Business Development
10 43 (9.25%) TDD
11 38 (8.17%) Machine Learning
12 34 (7.31%) DevOps
13 33 (7.10%) Scrum
13 33 (7.10%) Migration
13 33 (7.10%) Continuous Integration
14 32 (6.88%) OO
15 30 (6.45%) Information Management
16 29 (6.24%) Stakeholder Management
17 28 (6.02%) Performance Tuning
18 27 (5.81%) Data Migration
Programming Languages
1 286 (61.51%) Java
2 219 (47.10%) SQL
3 164 (35.27%) Python
4 107 (23.01%) R
5 98 (21.08%) Scala
6 43 (9.25%) Perl
7 41 (8.82%) C++
8 39 (8.39%) C
8 39 (8.39%) C#
8 39 (8.39%) Bash Shell
9 38 (8.17%) PHP
10 36 (7.74%) MATLAB
11 33 (7.10%) JavaScript
12 18 (3.87%) Ruby
13 15 (3.23%) Go
14 14 (3.01%) HiveQL
15 10 (2.15%) Spark SQL
16 9 (1.94%) Clojure
17 7 (1.51%) T-SQL
18 5 (1.08%) Shell Script
Qualifications
1 110 (23.66%) Degree
2 31 (6.67%) PhD
3 3 (0.65%) SC Cleared
3 3 (0.65%) Security Cleared
4 1 (0.22%) Microsoft Certification
4 1 (0.22%) RHCE
4 1 (0.22%) MCSD
Quality Assurance & Compliance
1 13 (2.80%) QA
2 2 (0.43%) Data Quality
3 1 (0.22%) COBIT
System Software
1 79 (16.99%) HDFS
2 57 (12.26%) Apache Flume
3 5 (1.08%) GPFS
4 4 (0.86%) VMware ESX
4 4 (0.86%) VMware ESXi
5 1 (0.22%) Apache ZooKeeper
5 1 (0.22%) Docker
5 1 (0.22%) Active Directory
Systems Management
1 57 (12.26%) Opscode Chef
2 31 (6.67%) Puppet
3 18 (3.87%) Ansible
4 11 (2.37%) Oozie
5 9 (1.94%) Hadoop YARN
6 1 (0.22%) ArcSight ESM
6 1 (0.22%) Ambari
6 1 (0.22%) Vagrant
6 1 (0.22%) logstash
6 1 (0.22%) Salt
6 1 (0.22%) Kibana
Vendors
1 62 (13.33%) Informatica
2 48 (10.32%) Talend
3 46 (9.89%) Oracle
4 44 (9.46%) Teradata
5 43 (9.25%) Cognos
6 41 (8.82%) Netezza
7 38 (8.17%) Vertica
8 36 (7.74%) MicroStrategy
9 35 (7.53%) Tableau
10 34 (7.31%) Microsoft
11 25 (5.38%) Greenplum
12 23 (4.95%) SAP
13 19 (4.09%) Cloudera
13 19 (4.09%) SaltStack
14 16 (3.44%) Ab Initio
15 10 (2.15%) Google
16 8 (1.72%) Hortonworks
17 4 (0.86%) VMware
17 4 (0.86%) TIBCO
18 3 (0.65%) RapidMiner
Peterborough, Cambridgeshire
Venturi
Salary: £70000 - £93000 per annum + Bonus + Benefits
Posted: 7 hours ago
Slough, Berkshire
ISL
Salary: £50000 - £70000 per annum + Bonus & Benefits
Posted: 7 hours ago
City, London
Reed Technology
Salary: £36000 - £46000 per annum
Posted: 9 hours ago
Manchester, Lancashire
IBM
Posted: 9 hours ago
City, London
Astbury Marsden
Salary: (neg. dep. on exp) + benefits
Posted: Yesterday
City, London
Salt
Salary: £60000 - £85000 per annum + Benefits
Posted: Yesterday
City, London
Salt
Posted: Yesterday
London
Opus Recruitment Solutions Ltd
Salary: £45000 - £60000 per annum, Benefits Negotiable
Posted: Yesterday
City, London
Burns Sheehan
Salary: £60000 - £90000 per annum
Posted: 2 days ago
London
Informatiq Consulting
Salary: £60000 - £100000 per annum + Excellent benefits
Posted: 2 days ago
City, London
Client Server
Salary: £40k to £45k + bonus + benefits
Posted: 2 days ago
Peterborough, Cambridgeshire
Kyna Associates
Salary: £70000 Per Annum + benefits
Posted: 2 days ago
London
Burns Sheehan
Salary: £60000 - £70000 per annum
Posted: 2 days ago
Slough, Berkshire
The Bridge Ltd
Salary: Up to circa £45,000 + 15% bonus + excellent benefits
Posted: 3 days ago
London
Client Server
Salary: £40k to £55k + benefits
Posted: 3 days ago
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £95000.00 per annum + £6k car + bonus + benefits
Posted: 3 days ago
City, London
First Point
Salary: £35000 - £50000 per annum
Posted: 4 days ago
City, London
Austin Fraser
Salary: £65000.00 - £90000.00 per annum + Benefits
Posted: 5 days ago
London
EY
Salary: Competitive
Posted: 22 days ago
Manchester, Lancashire
EY
Salary: Competitive
Posted: 22 days ago