The table below looks at the statistics for MapReduce skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited MapReduce over the 3 months to 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
MapReduce
Rank 587 705 670
Rank change year-on-year
+118 -35
Permanent jobs citing MapReduce 330 218 318
As % of all permanent IT jobs located in England 0.35% 0.22% 0.29%
As % of the Processes & Methodologies category 0.40% 0.25% 0.34%
Number of salaries quoted 243 172 275
Median salary £67,500 £60,000 £65,000
Median salary % change year-on-year
+12.50% -7.69%
90% offered a salary of more than £46,700 £45,500 £42,500
10% offered a salary of more than £92,500 £90,000 £95,000
UK excluding London median salary £55,000 £52,500 £75,000
% change year-on-year
+4.76% -30.00%
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
82088 85947 94274
As % of all permanent IT jobs located in England 87.92% 86.25% 85.39%
Number of salaries quoted 69243 70640 77351
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

MapReduce
Jobs Demand Trend in England

The demand trend of job ads across the England region citing MapReduce as a proportion of all IT jobs with a match in 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 May 2016.

MapReduce Salary Histogram in England

MapReduce
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MapReduce within the England region over the 3 months to 27 May 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +69 210 £70,000 +3.70% 16
South East +18 48 £60,000 +20.00% 8
South West +28 29 £54,000 +11.91% 3
West Midlands -5 16 £55,000 -4.34%
Yorkshire - 15 - - 3
East Midlands - 6 £55,000 -
East of England +20 2 £55,000 -38.88%
North West +12 2 - - 1
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 27 May 2016, IT jobs citing MapReduce also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for MapReduce.

1 508 (93.04%) Hadoop
2 407 (74.54%) Big Data
3 360 (65.93%) Java
4 349 (63.92%) Apache Hive
5 302 (55.31%) Python
6 268 (49.08%) Apache Pig
7 263 (48.17%) Apache Spark
8 244 (44.69%) SQL
9 216 (39.56%) Business Intelligence
10 193 (35.35%) Agile Software Development
11 181 (33.15%) Apache Cassandra
12 173 (31.68%) Analytics
13 166 (30.40%) HBase
14 160 (29.30%) Linux
15 158 (28.94%) HDFS
16 150 (27.47%) NoSQL
17 145 (26.56%) Degree
18 141 (25.82%) TDD
19 138 (25.27%) Machine Learning
20 127 (23.26%) Apache Flume
21 126 (23.08%) R
22 125 (22.89%) ETL
23 122 (22.34%) MongoDB
23 122 (22.34%) Open Source
24 117 (21.43%) Scala
25 108 (19.78%) Sqoop
26 106 (19.41%) Impala
27 104 (19.05%) Performance Tuning
28 101 (18.50%) SQL Server
28 101 (18.50%) Computer Science

MapReduce
Top Related IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 268 (49.08%) Apache Pig
2 263 (48.17%) Apache Spark
3 78 (14.29%) Apache
4 61 (11.17%) SAS
5 27 (4.95%) Elasticsearch
6 10 (1.83%) Confluence
7 9 (1.65%) Apache Solr
8 8 (1.47%) Node.js
9 4 (0.73%) Tomcat
10 3 (0.55%) nginx
11 2 (0.37%) GlassFish
11 2 (0.37%) JBoss
12 1 (0.18%) OpenStack
12 1 (0.18%) SharePoint
Applications
1 4 (0.73%) SPSS
2 2 (0.37%) MS Excel
Business Applications
1 14 (2.56%) SAP Oil and Gas
2 1 (0.18%) Oracle BPM
2 1 (0.18%) SAP MDM
Cloud Services
1 56 (10.26%) Amazon AWS
2 35 (6.41%) GitHub
3 30 (5.49%) Google Cloud Platform
4 28 (5.13%) Amazon EMR
4 28 (5.13%) Google App Engine
5 22 (4.03%) PaaS
6 6 (1.10%) Amazon EC2
6 6 (1.10%) Amazon S3
7 4 (0.73%) Amazon ELB
7 4 (0.73%) IaaS
7 4 (0.73%) SaaS
8 3 (0.55%) AWS Elastic Beanstalk
8 3 (0.55%) Cloud Computing
8 3 (0.55%) Heroku
8 3 (0.55%) Microsoft Azure
9 2 (0.37%) iPaaS
10 1 (0.18%) Amazon SQS
10 1 (0.18%) Azure Machine Learning
10 1 (0.18%) CloudFront
Communications & Networking
1 25 (4.58%) Internet
2 11 (2.01%) HTTP
3 8 (1.47%) DNS
4 6 (1.10%) Firewall
4 6 (1.10%) Kerberos
5 2 (0.37%) OpenLDAP
5 2 (0.37%) SSH
5 2 (0.37%) TCP/IP
5 2 (0.37%) VPN
6 1 (0.18%) LDAP
Database & Business Intelligence
1 508 (93.04%) Hadoop
2 407 (74.54%) Big Data
3 349 (63.92%) Apache Hive
4 181 (33.15%) Apache Cassandra
5 166 (30.40%) HBase
6 150 (27.47%) NoSQL
7 122 (22.34%) MongoDB
8 108 (19.78%) Sqoop
9 106 (19.41%) Impala
10 101 (18.50%) SQL Server
11 97 (17.77%) Data Mining
11 97 (17.77%) Data Warehouse
12 83 (15.20%) PostgreSQL
13 76 (13.92%) Relational Database
14 57 (10.44%) MySQL
15 43 (7.88%) QlikView
16 39 (7.14%) Neo4j
17 31 (5.68%) Amazon Redshift
18 24 (4.40%) SQL Server Integration Services
19 19 (3.48%) Couchbase
Development Applications
1 72 (13.19%) Git (software)
2 45 (8.24%) Jenkins
3 29 (5.31%) Cucumber
3 29 (5.31%) RSpec
4 27 (4.95%) JUnit
5 15 (2.75%) Talend Open Studio
6 13 (2.38%) Maven
7 11 (2.01%) Subversion
8 7 (1.28%) Gerrit
8 7 (1.28%) Selenium
9 5 (0.92%) Bitbucket
10 4 (0.73%) Mockito
11 3 (0.55%) Bugzilla
11 3 (0.55%) Hudson
11 3 (0.55%) JIRA
12 2 (0.37%) Grunt
12 2 (0.37%) Jasmine
12 2 (0.37%) RStudio
13 1 (0.18%) Oracle APEX
General
1 95 (17.40%) Finance
2 36 (6.59%) Advertising
3 30 (5.49%) Games
4 26 (4.76%) Marketing
5 25 (4.58%) Retail
6 16 (2.93%) Banking
7 9 (1.65%) Telecoms
8 5 (0.92%) Investment Banking
8 5 (0.92%) Pharmaceutical
9 4 (0.73%) Law
10 3 (0.55%) Electronics
10 3 (0.55%) Manufacturing
11 2 (0.37%) iGaming
11 2 (0.37%) Legal
12 1 (0.18%) Front Office
12 1 (0.18%) Online Betting
12 1 (0.18%) Publishing
Job Titles
1 201 (36.81%) Developer
2 82 (15.02%) Data Scientist
3 67 (12.27%) Hadoop Developer
4 59 (10.81%) Data Engineer
5 55 (10.07%) Administrator
6 54 (9.89%) Architect
7 53 (9.71%) Hadoop Administrator
7 53 (9.71%) Java Developer
8 48 (8.79%) Big Data Engineer
9 47 (8.61%) Data Architect
10 46 (8.42%) Big Data Architect
11 45 (8.24%) Senior Developer
12 39 (7.14%) Java Hadoop Developer
13 37 (6.78%) Hadoop Engineer
14 36 (6.59%) Big Data Developer
15 35 (6.41%) Python Developer
16 26 (4.76%) Java Engineer
17 25 (4.58%) Analyst
17 25 (4.58%) Data Analyst
18 23 (4.21%) Hadoop Architect
Libraries, Frameworks & Software Standards
1 55 (10.07%) Kafka
2 53 (9.71%) LAPP Stack
3 41 (7.51%) AngularJS
4 39 (7.14%) CSS
5 36 (6.59%) HTML
6 34 (6.23%) HTML5
7 27 (4.95%) Ruby on Rails
8 25 (4.58%) Natural Language Processing
9 24 (4.40%) Hibernate
9 24 (4.40%) Spark Streaming
9 24 (4.40%) Spring
9 24 (4.40%) Web Services
9 24 (4.40%) XML
10 23 (4.21%) Django
11 19 (3.48%) JSON
12 18 (3.30%) Open Graph
13 16 (2.93%) D3.js
14 13 (2.38%) Velocity
15 12 (2.20%) jQuery
16 10 (1.83%) RabbitMQ
Miscellaneous
1 101 (18.50%) Computer Science
2 84 (15.38%) Analytical Skills
3 71 (13.00%) Visualisation
4 56 (10.26%) Algorithms
5 35 (6.41%) Fintech
6 31 (5.68%) Statistics
7 28 (5.13%) Mathematics
8 24 (4.40%) Artificial Intelligence
9 23 (4.21%) Management Information System
10 18 (3.30%) Data Structures
11 14 (2.56%) Cybercrime
11 14 (2.56%) Neural Network
11 14 (2.56%) Online Games
11 14 (2.56%) User Experience
12 11 (2.01%) Clustering
13 10 (1.83%) Wiki
14 9 (1.65%) Cyberthreat
15 8 (1.47%) Data Centre
16 7 (1.28%) Physics
16 7 (1.28%) Security Operations Centre
Operating Systems
1 160 (29.30%) Linux
2 61 (11.17%) Unix
3 8 (1.47%) Windows
4 3 (0.55%) Mac OS X
5 2 (0.37%) Windows Server
6 1 (0.18%) Red Hat Enterprise Linux
6 1 (0.18%) Ubuntu
Processes & Methodologies
1 216 (39.56%) Business Intelligence
2 193 (35.35%) Agile Software Development
3 173 (31.68%) Analytics
4 141 (25.82%) TDD
5 138 (25.27%) Machine Learning
6 125 (22.89%) ETL
7 122 (22.34%) Open Source
8 104 (19.05%) Performance Tuning
9 89 (16.30%) Software Engineering
10 88 (16.12%) Data Management
11 84 (15.38%) Data Analytics
12 67 (12.27%) OO
13 66 (12.09%) Data Analysis
14 55 (10.07%) Data Visualisation
15 51 (9.34%) Data Modelling
16 43 (7.88%) Multithreading
17 42 (7.69%) E-Commerce
18 40 (7.33%) Scrum
19 39 (7.14%) DevOps
20 36 (6.59%) Kanban
Programming Languages
1 360 (65.93%) Java
2 302 (55.31%) Python
3 244 (44.69%) SQL
4 126 (23.08%) R
5 117 (21.43%) Scala
6 86 (15.75%) JavaScript
7 80 (14.65%) Shell Script
8 63 (11.54%) C++
9 50 (9.16%) Ruby
10 48 (8.79%) T-SQL
11 43 (7.88%) PHP
12 36 (6.59%) MATLAB
13 25 (4.58%) C
14 17 (3.11%) Perl
15 14 (2.56%) C#
16 12 (2.20%) Bash Shell
17 8 (1.47%) Go
18 3 (0.55%) Clojure
18 3 (0.55%) SPARQL
18 3 (0.55%) VBA
Qualifications
1 145 (26.56%) Degree
2 32 (5.86%) PhD
3 31 (5.68%) Security Cleared
4 13 (2.38%) DV Cleared
Quality Assurance & Compliance
1 17 (3.11%) Data Quality
2 3 (0.55%) QA
3 2 (0.37%) SLA
System Software
1 158 (28.94%) HDFS
2 127 (23.26%) Apache Flume
3 19 (3.48%) Apache ZooKeeper
4 9 (1.65%) Veritas Cluster Server
5 3 (0.55%) Docker
6 2 (0.37%) Xen
7 1 (0.18%) LXC
7 1 (0.18%) VMware Infrastructure
Systems Management
1 96 (17.58%) Oozie
2 87 (15.93%) Hadoop YARN
3 55 (10.07%) Puppet
4 16 (2.93%) Ansible
4 16 (2.93%) Opscode Chef
5 10 (1.83%) Ambari
6 8 (1.47%) ArcSight ESM
7 6 (1.10%) Mesos
8 2 (0.37%) logstash
9 1 (0.18%) Cacti
9 1 (0.18%) HAProxy
9 1 (0.18%) Kibana
9 1 (0.18%) Munin
9 1 (0.18%) Nagios
9 1 (0.18%) OpenView
9 1 (0.18%) ZABBIX
Vendors
1 96 (17.58%) Hortonworks
2 89 (16.30%) Cloudera
3 71 (13.00%) Oracle
4 69 (12.64%) MapR
5 52 (9.52%) Tableau
6 42 (7.69%) Google
7 25 (4.58%) Netezza
8 22 (4.03%) SAP
8 22 (4.03%) Teradata
9 20 (3.66%) Facebook
10 18 (3.30%) Informatica
10 18 (3.30%) PayPal
11 15 (2.75%) Talend
12 13 (2.38%) TIBCO
13 10 (1.83%) IBM
13 10 (1.83%) Sybase
13 10 (1.83%) WorldPay
14 8 (1.47%) ArcSight
14 8 (1.47%) SaltStack
14 8 (1.47%) Vertica
Bristol, Avon
Heat Recruitment
Salary: From £40,000 to £55,000 per annum
Posted: 5 hours ago
Bristol, Avon
Heat Recruitment
Salary: From £40,000 to £55,000 per annum
Posted: 5 hours ago
Staines, Middlesex
Lorien Resourcing
Salary: Market Rate
Posted: 20 hours ago
Twickenham, Middlesex
Sopra Steria Recruitment
Salary: Negotiable
Posted: 2 days ago
Bradford, West Yorkshire
Spring Technology
Salary: £35000.00 - £42000.00 per annum
Posted: Yesterday
Bradford, West Yorkshire
Spring Technology
Salary: £45000.00 - £60000.00 per annum
Posted: Yesterday
Portsmouth, Hampshire
Concept Resourcing
Salary: Benefits
Posted: 14 hours ago
Central London / West End
Client Server
Salary: £85k to £100k + benefits
Posted: Yesterday
Windsor, Berkshire
Maclean Moore Consulting
Salary: From £60,000 to £80,000 per annum + benefits and Bonus
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: Yesterday
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: Yesterday
London
Eligo Recruitment Ltd
Salary: £55000 - £65000 per annum + Bens
Posted: 3 days ago
London
Computer Futures
Salary: £70000 - £80000 per annum + competitive
Posted: 3 days ago
London
Engage PSG
Salary: £65000 - £75000 per annum + 15% bonus
Posted: Yesterday
Guildford, Surrey
ANSON MCCADE
Salary: £30,000 - £50,000
Posted: 2 days ago
Knottingley, West Yorkshire
ANSON MCCADE
Salary: £30,000 - £50,000
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £60,000 plus benefits
Posted: 2 days ago
London
Harrington Starr
Salary: £60000 - £90000 per annum + Benefits + Bonus
Posted: Yesterday
London
Savvy Recruitment
Salary: £70,000 - £85,000 per year
Posted: 7 days ago
Guildford, Surrey
BAE Systems Applied Intelligence Ltd
Posted: 4 days ago
London
Computer Futures
Salary: £70000 - £80000 per annum + competitive
Posted: 5 days ago
Hampshire
Spectrum IT
Salary: £40000 - £60000 per annum + benefits
Posted: 10 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 11 days ago
London
Client Server
Salary: £40k to £55k + bonus + benefits
Posted: 7 days ago
London
Harrington Starr
Salary: £60000 - £90000 per annum + Benefits + Bonus
Posted: 5 days ago
London
Client Server
Salary: £85,000 to £100,000 + benefits
Posted: 18 days ago
Milton Keynes, Buckinghamshire
Clarity
Posted: 15 days ago
Preston, Lancashire
IBM Client Innovation Centre (Preston)
Salary: From £25,700 to £52,600 per annum
Posted: 8 days ago