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 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
MapReduce
Rank 613 707 662
Rank change year-on-year
+94 -45
Permanent jobs citing MapReduce 284 235 328
As % of all permanent IT jobs located in England 0.31% 0.23% 0.29%
As % of the Processes & Methodologies category 0.35% 0.26% 0.34%
Number of salaries quoted 206 187 288
Median salary £65,000 £67,500 £70,000
Median salary % change year-on-year
-3.70% -3.57%
90% offered a salary of more than £46,200 £45,000 £49,750
10% offered a salary of more than £90,500 £90,000 £92,500
UK excluding London median salary £55,000 £54,000 £75,000
% change year-on-year
+1.85% -28.00%
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
80292 89626 96215
As % of all permanent IT jobs located in England 87.95% 86.74% 85.53%
Number of salaries quoted 67978 74098 78617
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £74,000 £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 1 July 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 1 July 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 +35 168 £75,000 +7.14% 28
South East +59 56 £60,000 +20.00% 7
South West +37 29 £80,000 +65.80% 2
Yorkshire - 11 £45,500 -
West Midlands +3 10 £55,000 -4.34% 2
East Midlands - 6 £55,000 -
North West +8 2 £24,000 -52.00% 3
East of England +35 1 £80,000 -11.11%
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 1 July 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.

1 535 (93.04%) Hadoop
2 433 (75.30%) Big Data
3 394 (68.52%) Java
4 372 (64.70%) Apache Hive
5 301 (52.35%) Python
6 272 (47.30%) Apache Pig
7 251 (43.65%) Apache Spark
8 245 (42.61%) SQL
9 201 (34.96%) Business Intelligence
10 195 (33.91%) Apache Cassandra
11 191 (33.22%) Agile Software Development
12 186 (32.35%) Analytics
13 176 (30.61%) HBase
14 169 (29.39%) NoSQL
15 165 (28.70%) Linux
16 161 (28.00%) HDFS
17 149 (25.91%) MongoDB
18 148 (25.74%) Machine Learning
19 143 (24.87%) Degree
20 141 (24.52%) TDD
21 136 (23.65%) R
22 133 (23.13%) Apache Flume
23 128 (22.26%) Open Source
24 123 (21.39%) Scala
25 117 (20.35%) ETL
26 102 (17.74%) Performance Tuning
27 100 (17.39%) Computer Science
28 99 (17.22%) Finance
28 99 (17.22%) Data Analytics
29 98 (17.04%) SQL Server

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
1 272 (47.30%) Apache Pig
2 251 (43.65%) Apache Spark
3 74 (12.87%) SAS
4 70 (12.17%) Apache
5 31 (5.39%) Elasticsearch
6 10 (1.74%) Confluence
7 9 (1.57%) Apache Solr
8 3 (0.52%) nginx
8 3 (0.52%) Tomcat
9 1 (0.17%) GlassFish
9 1 (0.17%) JBoss
9 1 (0.17%) OpenStack
Applications
1 6 (1.04%) SPSS
2 2 (0.35%) MS Excel
3 1 (0.17%) Mathcad
Business Applications
1 17 (2.96%) SAP Oil and Gas
Cloud Services
1 69 (12.00%) Amazon AWS
2 38 (6.61%) GitHub
3 34 (5.91%) Amazon EMR
4 23 (4.00%) Google Cloud Platform
5 20 (3.48%) Google App Engine
6 18 (3.13%) PaaS
7 12 (2.09%) Amazon EC2
7 12 (2.09%) Amazon S3
8 7 (1.22%) Amazon ELB
9 6 (1.04%) AWS Elastic Beanstalk
9 6 (1.04%) Cloud Computing
10 4 (0.70%) SaaS
11 3 (0.52%) IaaS
11 3 (0.52%) Microsoft Azure
12 2 (0.35%) Heroku
13 1 (0.17%) Amazon SQS
13 1 (0.17%) CloudFront
13 1 (0.17%) iPaaS
13 1 (0.17%) iTunes
Communications & Networking
1 22 (3.83%) Internet
2 18 (3.13%) HTTP
3 12 (2.09%) DNS
4 10 (1.74%) Firewall
5 7 (1.22%) Kerberos
6 2 (0.35%) LDAP
6 2 (0.35%) SSH
6 2 (0.35%) TCP/IP
6 2 (0.35%) VPN
7 1 (0.17%) OpenLDAP
Database & Business Intelligence
1 535 (93.04%) Hadoop
2 433 (75.30%) Big Data
3 372 (64.70%) Apache Hive
4 195 (33.91%) Apache Cassandra
5 176 (30.61%) HBase
6 169 (29.39%) NoSQL
7 149 (25.91%) MongoDB
8 98 (17.04%) SQL Server
9 95 (16.52%) Sqoop
10 92 (16.00%) Data Mining
11 89 (15.48%) Relational Database
12 88 (15.30%) Impala
13 87 (15.13%) Data Warehouse
14 81 (14.09%) PostgreSQL
15 63 (10.96%) MySQL
16 49 (8.52%) QlikView
17 41 (7.13%) Neo4j
18 36 (6.26%) Amazon Redshift
19 21 (3.65%) Parquet
20 20 (3.48%) SQL Server Integration Services
Development Applications
1 86 (14.96%) Git (software)
2 49 (8.52%) Jenkins
3 29 (5.04%) Cucumber
3 29 (5.04%) JUnit
3 29 (5.04%) RSpec
4 16 (2.78%) Subversion
5 13 (2.26%) Maven
6 12 (2.09%) Talend Open Studio
7 7 (1.22%) Bitbucket
7 7 (1.22%) Gerrit
7 7 (1.22%) Selenium
8 5 (0.87%) JIRA
9 4 (0.70%) Mockito
10 3 (0.52%) Bugzilla
10 3 (0.52%) Hudson
10 3 (0.52%) RStudio
11 2 (0.35%) Grunt
11 2 (0.35%) Jasmine
General
1 99 (17.22%) Finance
2 37 (6.43%) Advertising
3 28 (4.87%) Games
4 27 (4.70%) Retail
5 25 (4.35%) Marketing
6 14 (2.43%) Banking
7 11 (1.91%) Telecoms
8 5 (0.87%) Investment Banking
9 4 (0.70%) Electronics
9 4 (0.70%) Law
9 4 (0.70%) Manufacturing
10 3 (0.52%) Pharmaceutical
11 2 (0.35%) iGaming
12 1 (0.17%) Front Office
12 1 (0.17%) Legal
12 1 (0.17%) Online Betting
Job Titles
1 234 (40.70%) Developer
2 83 (14.43%) Data Scientist
3 82 (14.26%) Hadoop Developer
4 66 (11.48%) Architect
5 63 (10.96%) Data Engineer
6 62 (10.78%) Java Developer
7 60 (10.43%) Data Architect
8 58 (10.09%) Big Data Engineer
9 57 (9.91%) Big Data Architect
10 54 (9.39%) Senior Developer
11 44 (7.65%) Administrator
11 44 (7.65%) Java Hadoop Developer
12 42 (7.30%) Hadoop Administrator
13 41 (7.13%) Big Data Developer
14 34 (5.91%) Hadoop Engineer
15 29 (5.04%) Python Developer
16 28 (4.87%) Hadoop Architect
17 27 (4.70%) Analyst
17 27 (4.70%) Data Analyst
18 25 (4.35%) Java Engineer
Libraries, Frameworks & Software Standards
1 58 (10.09%) Kafka
2 42 (7.30%) AngularJS
3 41 (7.13%) LAPP Stack
4 39 (6.78%) CSS
5 36 (6.26%) HTML
6 35 (6.09%) HTML5
7 28 (4.87%) Spark Streaming
8 27 (4.70%) Ruby on Rails
9 26 (4.52%) Natural Language Processing
9 26 (4.52%) Web Services
9 26 (4.52%) XML
10 25 (4.35%) Hibernate
10 25 (4.35%) Spring
11 21 (3.65%) JSON
12 20 (3.48%) Django
13 18 (3.13%) D3.js
14 15 (2.61%) Open Graph
15 14 (2.43%) jQuery
16 13 (2.26%) RabbitMQ
17 12 (2.09%) Velocity
Miscellaneous
1 100 (17.39%) Computer Science
2 82 (14.26%) Analytical Skills
3 81 (14.09%) Visualisation
4 57 (9.91%) Algorithms
5 36 (6.26%) Fintech
6 33 (5.74%) Mathematics
7 32 (5.57%) Statistics
8 29 (5.04%) Artificial Intelligence
9 25 (4.35%) Management Information System
10 18 (3.13%) Neural Network
10 18 (3.13%) User Experience
11 15 (2.61%) Cyberthreat
11 15 (2.61%) Data Centre
12 14 (2.43%) Cybercrime
13 13 (2.26%) Online Games
14 12 (2.09%) Clustering
15 11 (1.91%) Data Structures
15 11 (1.91%) Security Operations Centre
16 10 (1.74%) Wiki
17 9 (1.57%) Physics
Operating Systems
1 165 (28.70%) Linux
2 62 (10.78%) Unix
3 7 (1.22%) Windows
4 2 (0.35%) Mac OS X
4 2 (0.35%) Windows Server
5 1 (0.17%) Red Hat Enterprise Linux
5 1 (0.17%) Ubuntu
Processes & Methodologies
1 201 (34.96%) Business Intelligence
2 191 (33.22%) Agile Software Development
3 186 (32.35%) Analytics
4 148 (25.74%) Machine Learning
5 141 (24.52%) TDD
6 128 (22.26%) Open Source
7 117 (20.35%) ETL
8 102 (17.74%) Performance Tuning
9 99 (17.22%) Data Analytics
10 93 (16.17%) Software Engineering
11 74 (12.87%) Data Analysis
12 73 (12.70%) Data Management
13 64 (11.13%) Data Visualisation
14 55 (9.57%) OO
15 52 (9.04%) Data Modelling
16 45 (7.83%) Big Data Analytics
17 44 (7.65%) E-Commerce
17 44 (7.65%) Scrum
18 42 (7.30%) DevOps
19 37 (6.43%) Kanban
Programming Languages
1 394 (68.52%) Java
2 301 (52.35%) Python
3 245 (42.61%) SQL
4 136 (23.65%) R
5 123 (21.39%) Scala
6 91 (15.83%) JavaScript
7 87 (15.13%) Shell Script
8 64 (11.13%) C++
9 50 (8.70%) Ruby
10 47 (8.17%) PHP
11 46 (8.00%) MATLAB
12 42 (7.30%) T-SQL
13 29 (5.04%) C
14 20 (3.48%) Perl
15 15 (2.61%) C#
16 14 (2.43%) Bash Shell
17 10 (1.74%) Go
18 6 (1.04%) Clojure
19 5 (0.87%) VBA
20 4 (0.70%) PL/SQL
Qualifications
1 143 (24.87%) Degree
2 42 (7.30%) Security Cleared
3 37 (6.43%) PhD
4 20 (3.48%) DV Cleared
5 2 (0.35%) SC Cleared
Quality Assurance & Compliance
1 15 (2.61%) Data Quality
2 5 (0.87%) QA
3 1 (0.17%) SLA
System Software
1 161 (28.00%) HDFS
2 133 (23.13%) Apache Flume
3 19 (3.30%) Apache ZooKeeper
4 9 (1.57%) Veritas Cluster Server
5 4 (0.70%) Docker
6 2 (0.35%) Xen
7 1 (0.17%) GPFS
7 1 (0.17%) LXC
7 1 (0.17%) VMware Infrastructure
Systems Management
1 96 (16.70%) Oozie
2 92 (16.00%) Hadoop YARN
3 56 (9.74%) Puppet
4 20 (3.48%) Opscode Chef
5 18 (3.13%) Ansible
6 12 (2.09%) ArcSight ESM
7 10 (1.74%) Ambari
8 6 (1.04%) Mesos
9 2 (0.35%) logstash
9 2 (0.35%) Marathon
9 2 (0.35%) Rancher
10 1 (0.17%) Cacti
10 1 (0.17%) HAProxy
10 1 (0.17%) Kibana
10 1 (0.17%) Munin
10 1 (0.17%) Nagios
10 1 (0.17%) OpenView
10 1 (0.17%) ZABBIX
Vendors
1 85 (14.78%) Hortonworks
2 83 (14.43%) Cloudera
3 79 (13.74%) Oracle
4 61 (10.61%) Tableau
5 55 (9.57%) MapR
6 38 (6.61%) SAP
7 34 (5.91%) Google
8 22 (3.83%) Netezza
9 18 (3.13%) Teradata
10 17 (2.96%) Facebook
11 15 (2.61%) PayPal
11 15 (2.61%) TIBCO
12 13 (2.26%) Informatica
13 12 (2.09%) ArcSight
13 12 (2.09%) IBM
13 12 (2.09%) Talend
14 9 (1.57%) SaltStack
15 8 (1.39%) Sybase
15 8 (1.39%) Vertica
15 8 (1.39%) WorldPay
City, London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum
Posted: 11 hours ago
London
Computer Futures
Salary: competitive
Posted: 15 hours ago
London
Computer Futures
Salary: competitive
Posted: 15 hours ago
Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum + benefits
Posted: Yesterday
Reading, Berkshire
Executive Recruitment Services (ERS)
Posted: Yesterday
Gloucestershire
Executive Recruitment Services (ERS)
Posted: Yesterday
London
Burns Sheehan
Salary: £50000 - £60000 per annum
Posted: Yesterday
London
Executive Recruitment Services (ERS)
Salary: £45000 - £75000 per annum
Posted: Yesterday
Manchester
TDA Group
Salary: £60000 - £65000 per annum + +Bonus +30 days holiday
Posted: 2 days ago
Manchester
TDA Group
Salary: £45000 - £50000 per annum + Bonus +OT +28 days holiday
Posted: 2 days ago
London
Client Server
Salary: £85000 - £100000 per annum + benefits
Posted: 2 days ago
City, London
Executive Recruitment Services (ERS)
Posted: 2 days ago
London
Resource Partners Ltd
Salary: full benefits
Posted: 2 days ago
Berkshire
Executive Recruitment Services (ERS)
Posted: 2 days ago
Hereford and Worcester
Creative Personnel
Salary: £30000 - £40000 per annum, Benefits Life/Health Cover, Bonus Scheme, G
Posted: 4 days ago
Hereford and Worcester
Creative Personnel
Salary: £30000 - £40000 per annum, Benefits Life/Health Cover, Bonus Scheme, G
Posted: 4 days ago
London
Monarch Digital
Posted: Yesterday
City, London
onezeero.
Salary: £70000 - £80000 per annum + Bonus & Bens
Posted: Yesterday
Central London / West End
First Utility
Salary: Up to £65,000 + Bonus + Excellent Benefits
Posted: 4 days ago
Warwick, Warwickshire
First Utility
Salary: Up to £65,000 + Bonus + Excellent Benefits
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £47k-£62k plus attractive benefits, 30 days holiday and extensive care
Posted: 4 days ago
Greater Manchester
ANSON MCCADE
Salary: £47k-£62k plus attractive benefits, 30 days holiday and extensive care
Posted: 4 days ago
London
Reco Group
Salary: £0 - £60,000 per year
Posted: 7 days ago
Staines, Middlesex
Cognizant
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £60,000 and strong package
Posted: 4 days ago
City, London
Sopra Steria Recruitment
Salary: From £80,000 to £100,000 per annum
Posted: 4 days ago
London
Codex
Salary: From £40,000 to £65,000 per annum DOE
Posted: 4 days ago
London
Careerwise UK Limited
Salary: £70000 - £85000 per annum + benefits
Posted: Yesterday
London
Client Server
Salary: £85k to £100k + benefits
Posted: 9 days ago
London
Eligo Recruitment
Salary: £55000 - £65000 per annum + Bens
Posted: 7 days ago