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 4 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 May 2016
Same period 2015 Same period 2014
MapReduce
Rank 602 701 689
Rank change year-on-year
+99 -12
Permanent jobs citing MapReduce 333 243 286
As % of all permanent IT jobs located in England 0.35% 0.24% 0.26%
As % of the Processes & Methodologies category 0.39% 0.28% 0.30%
Number of salaries quoted 240 196 249
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 £47,500 £45,100 £42,500
10% offered a salary of more than £94,000 £92,500 £92,500
UK excluding London median salary £55,000 £57,500 £75,000
% change year-on-year
-4.34% -23.33%
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
84306 88339 94953
As % of all permanent IT jobs located in England 87.75% 85.89% 85.35%
Number of salaries quoted 70922 72128 77259
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 £31,000
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 4 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 4 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 +48 229 £70,000 +12.00% 18
South East +24 41 £60,000 +11.62% 3
South West +19 21 £54,000 -13.60% 2
West Midlands -11 17 £57,500 - 1
Yorkshire +17 16 - - 1
East Midlands +20 2 £55,000 +15.78% 1
North West +16 2 - -
East of England +13 2 £55,000 -29.03%
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 4 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.

1 497 (92.90%) Hadoop
2 396 (74.02%) Big Data
3 353 (65.98%) Java
4 327 (61.12%) Apache Hive
5 289 (54.02%) Python
6 256 (47.85%) Apache Spark
7 252 (47.10%) Apache Pig
8 234 (43.74%) SQL
9 205 (38.32%) Business Intelligence
10 199 (37.20%) Agile Software Development
11 170 (31.78%) Apache Cassandra
12 167 (31.21%) Analytics
13 162 (30.28%) HBase
14 156 (29.16%) Linux
15 148 (27.66%) HDFS
16 146 (27.29%) NoSQL
17 138 (25.79%) Degree
18 135 (25.23%) TDD
19 124 (23.18%) ETL
20 122 (22.80%) Machine Learning
21 115 (21.50%) Apache Flume
22 113 (21.12%) MongoDB
22 113 (21.12%) Scala
23 106 (19.81%) Impala
23 106 (19.81%) Finance
24 105 (19.63%) Data Warehouse
24 105 (19.63%) Open Source
25 102 (19.07%) R
25 102 (19.07%) Sqoop
26 101 (18.88%) 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
1 256 (47.85%) Apache Spark
2 252 (47.10%) Apache Pig
3 70 (13.08%) Apache
4 55 (10.28%) SAS
5 25 (4.67%) Elasticsearch
6 12 (2.24%) Confluence
7 9 (1.68%) Apache Solr
7 9 (1.68%) Node.js
8 6 (1.12%) JBoss
9 5 (0.93%) GlassFish
9 5 (0.93%) Tomcat
10 2 (0.37%) SharePoint
11 1 (0.19%) nginx
11 1 (0.19%) OpenStack
11 1 (0.19%) Oracle Coherence
Applications
1 4 (0.75%) SPSS
2 3 (0.56%) MS Excel
3 1 (0.19%) Weka
Business Applications
1 10 (1.87%) SAP Oil and Gas
2 2 (0.37%) Oracle BPM
2 2 (0.37%) SAP MDM
Cloud Services
1 53 (9.91%) Amazon AWS
2 33 (6.17%) GitHub
3 31 (5.79%) Google Cloud Platform
4 29 (5.42%) Google App Engine
5 26 (4.86%) Amazon EMR
6 25 (4.67%) PaaS
7 7 (1.31%) IaaS
8 6 (1.12%) Amazon EC2
8 6 (1.12%) Amazon S3
9 5 (0.93%) iPaaS
10 4 (0.75%) Amazon ELB
10 4 (0.75%) AWS Elastic Beanstalk
10 4 (0.75%) Cloud Computing
10 4 (0.75%) Microsoft Azure
10 4 (0.75%) SaaS
11 3 (0.56%) Heroku
12 1 (0.19%) Adobe Analytics
12 1 (0.19%) Amazon SQS
12 1 (0.19%) CloudFront
12 1 (0.19%) Google Analytics
Communications & Networking
1 24 (4.49%) Internet
2 10 (1.87%) HTTP
3 6 (1.12%) DNS
3 6 (1.12%) Firewall
3 6 (1.12%) Kerberos
4 5 (0.93%) OpenLDAP
5 1 (0.19%) LDAP
5 1 (0.19%) PuTTY
Database & Business Intelligence
1 497 (92.90%) Hadoop
2 396 (74.02%) Big Data
3 327 (61.12%) Apache Hive
4 170 (31.78%) Apache Cassandra
5 162 (30.28%) HBase
6 146 (27.29%) NoSQL
7 113 (21.12%) MongoDB
8 106 (19.81%) Impala
9 105 (19.63%) Data Warehouse
10 102 (19.07%) Sqoop
11 96 (17.94%) SQL Server
12 92 (17.20%) Data Mining
13 78 (14.58%) PostgreSQL
14 76 (14.21%) Relational Database
15 55 (10.28%) MySQL
16 37 (6.92%) Neo4j
17 35 (6.54%) QlikView
18 27 (5.05%) Amazon Redshift
19 25 (4.67%) SQL Server Integration Services
20 19 (3.55%) Couchbase
Development Applications
1 72 (13.46%) Git (software)
2 44 (8.22%) Jenkins
3 29 (5.42%) Cucumber
3 29 (5.42%) RSpec
4 26 (4.86%) JUnit
5 17 (3.18%) Talend Open Studio
6 12 (2.24%) Maven
6 12 (2.24%) Subversion
7 7 (1.31%) Gerrit
7 7 (1.31%) Selenium
8 5 (0.93%) JIRA
8 5 (0.93%) Mockito
9 3 (0.56%) Bitbucket
9 3 (0.56%) Bugzilla
9 3 (0.56%) Hudson
10 2 (0.37%) Grunt
10 2 (0.37%) Jasmine
10 2 (0.37%) Oracle APEX
10 2 (0.37%) RStudio
11 1 (0.19%) Atlassian Bamboo
General
1 106 (19.81%) Finance
2 36 (6.73%) Advertising
3 28 (5.23%) Games
4 27 (5.05%) Marketing
5 23 (4.30%) Retail
6 22 (4.11%) Banking
7 10 (1.87%) Investment Banking
8 9 (1.68%) Telecoms
9 5 (0.93%) Pharmaceutical
10 4 (0.75%) Electronics
10 4 (0.75%) Law
10 4 (0.75%) Legal
11 3 (0.56%) Manufacturing
12 2 (0.37%) Front Office
12 2 (0.37%) Online Betting
13 1 (0.19%) Publishing
Job Titles
1 197 (36.82%) Developer
2 70 (13.08%) Data Scientist
3 68 (12.71%) Architect
4 64 (11.96%) Hadoop Developer
5 59 (11.03%) Java Developer
6 58 (10.84%) Data Engineer
7 52 (9.72%) Data Architect
8 51 (9.53%) Big Data Architect
9 50 (9.35%) Administrator
10 48 (8.97%) Hadoop Administrator
11 45 (8.41%) Big Data Developer
12 44 (8.22%) Big Data Engineer
13 40 (7.48%) Senior Developer
14 38 (7.10%) Java Hadoop Developer
15 36 (6.73%) Hadoop Engineer
16 34 (6.36%) Python Developer
17 33 (6.17%) Hadoop Architect
18 25 (4.67%) Java Engineer
19 22 (4.11%) Ruby Developer
19 22 (4.11%) Senior Ruby Developer
Libraries, Frameworks & Software Standards
1 52 (9.72%) LAPP Stack
2 48 (8.97%) Kafka
3 44 (8.22%) CSS
4 43 (8.04%) HTML
5 39 (7.29%) HTML5
6 38 (7.10%) AngularJS
7 27 (5.05%) Ruby on Rails
8 26 (4.86%) Hibernate
8 26 (4.86%) Spring
9 25 (4.67%) Web Services
10 23 (4.30%) Spark Streaming
10 23 (4.30%) XML
11 21 (3.93%) Django
12 19 (3.55%) JSON
12 19 (3.55%) Natural Language Processing
13 18 (3.36%) Open Graph
14 15 (2.80%) D3.js
15 13 (2.43%) Velocity
16 12 (2.24%) J2SE
16 12 (2.24%) jQuery
Miscellaneous
1 101 (18.88%) Computer Science
2 75 (14.02%) Analytical Skills
3 63 (11.78%) Algorithms
4 58 (10.84%) Visualisation
5 34 (6.36%) Fintech
6 26 (4.86%) Mathematics
6 26 (4.86%) Statistics
7 25 (4.67%) Data Structures
8 23 (4.30%) Management Information System
9 18 (3.36%) Artificial Intelligence
10 14 (2.62%) Cybercrime
10 14 (2.62%) Online Games
11 13 (2.43%) User Experience
12 11 (2.06%) Clustering
12 11 (2.06%) Wiki
13 10 (1.87%) Neural Network
14 9 (1.68%) Cyberthreat
15 8 (1.50%) Physics
16 7 (1.31%) Data Integration
16 7 (1.31%) Tandem
Operating Systems
1 156 (29.16%) Linux
2 56 (10.47%) Unix
3 11 (2.06%) Windows
4 3 (0.56%) Mac OS X
5 2 (0.37%) Windows Server
6 1 (0.19%) Red Hat Enterprise Linux
6 1 (0.19%) Ubuntu
Processes & Methodologies
1 205 (38.32%) Business Intelligence
2 199 (37.20%) Agile Software Development
3 167 (31.21%) Analytics
4 135 (25.23%) TDD
5 124 (23.18%) ETL
6 122 (22.80%) Machine Learning
7 105 (19.63%) Open Source
8 96 (17.94%) Performance Tuning
9 88 (16.45%) Software Engineering
10 80 (14.95%) Data Management
11 70 (13.08%) OO
12 68 (12.71%) Data Analytics
13 54 (10.09%) Data Analysis
14 49 (9.16%) Data Modelling
15 47 (8.79%) Multithreading
16 44 (8.22%) Scrum
17 43 (8.04%) Data Visualisation
18 40 (7.48%) DevOps
19 37 (6.92%) Kanban
20 36 (6.73%) E-Commerce
Programming Languages
1 353 (65.98%) Java
2 289 (54.02%) Python
3 234 (43.74%) SQL
4 113 (21.12%) Scala
5 102 (19.07%) R
6 81 (15.14%) JavaScript
7 74 (13.83%) Shell Script
8 64 (11.96%) C++
9 53 (9.91%) Ruby
10 46 (8.60%) T-SQL
11 42 (7.85%) PHP
12 27 (5.05%) MATLAB
13 24 (4.49%) C
14 15 (2.80%) C#
14 15 (2.80%) Perl
15 10 (1.87%) Bash Shell
16 8 (1.50%) Go
17 4 (0.75%) Clojure
17 4 (0.75%) SPARQL
18 2 (0.37%) PowerShell
Qualifications
1 138 (25.79%) Degree
2 30 (5.61%) PhD
3 28 (5.23%) Security Cleared
4 11 (2.06%) DV Cleared
5 2 (0.37%) SC Cleared
6 1 (0.19%) ISEB
6 1 (0.19%) ISTQB
Quality Assurance & Compliance
1 18 (3.36%) Data Quality
2 2 (0.37%) QA
2 2 (0.37%) SLA
System Software
1 148 (27.66%) HDFS
2 115 (21.50%) Apache Flume
3 19 (3.55%) Apache ZooKeeper
4 9 (1.68%) Veritas Cluster Server
5 3 (0.56%) Docker
6 2 (0.37%) Firmware
7 1 (0.19%) Xen
Systems Management
1 90 (16.82%) Oozie
2 82 (15.33%) Hadoop YARN
3 55 (10.28%) Puppet
4 16 (2.99%) Opscode Chef
5 13 (2.43%) Ansible
6 11 (2.06%) Ambari
7 8 (1.50%) ArcSight ESM
8 6 (1.12%) Mesos
9 2 (0.37%) logstash
10 1 (0.19%) Cacti
10 1 (0.19%) Kibana
10 1 (0.19%) Munin
10 1 (0.19%) Nagios
10 1 (0.19%) OpenView
10 1 (0.19%) ZABBIX
Vendors
1 92 (17.20%) Hortonworks
2 89 (16.64%) Cloudera
3 71 (13.27%) Oracle
4 64 (11.96%) MapR
5 47 (8.79%) Google
6 41 (7.66%) Tableau
7 28 (5.23%) Teradata
8 27 (5.05%) Netezza
9 24 (4.49%) Informatica
10 21 (3.93%) SAP
11 20 (3.74%) Facebook
12 18 (3.36%) PayPal
13 17 (3.18%) Talend
14 11 (2.06%) Sybase
14 11 (2.06%) TIBCO
14 11 (2.06%) WorldPay
15 10 (1.87%) Ab Initio
15 10 (1.87%) IBM
16 8 (1.50%) ArcSight
16 8 (1.50%) Vertica
City, London
ISL
Salary: £55000 - £65000 per annum + benefits package
Posted: 4 hours ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £50000 per annum + Equity shares
Posted: 10 hours ago
City, London
ANSON MCCADE
Salary: £70 500 to £95 000 basic (+ superb package!!!)
Posted: Yesterday
Nottingham, Nottinghamshire
Computer People
Salary: £30000.00 - £45000.00 per annum + +Benefits
Posted: Yesterday
Central London / West End
Client Server
Salary: £85k to £100k + benefits
Posted: 2 days ago
Central London / West End
Client Server
Salary: £40k to £55k + bonus + benefits
Posted: 2 days ago
London
ClearCube Consulting
Posted: 4 days ago
London
Explore Recruitment Solutions
Salary: £50000 - £55000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
Via Resource
Salary: From £40,000 to £55,000 per annum Plus Car, Bonus & Benefits
Posted: 6 days ago
London
Engage PSG
Salary: £60000 - £70000 per annum + 15% bonus
Posted: 6 days ago
Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum + benefits
Posted: 6 days ago
London
Senitor Associates
Salary: £35000 - £55000 per annum
Posted: 6 days ago
Gloucester
BAE Systems Applied Intelligence
Salary: Excellent Salary & Benefits Package
Posted: 8 days ago
Bristol
ABILITY Resorucing Ltd
Salary: £35000 - £55000 per annum
Posted: 8 days ago
City, London
Sopra Steria Recruitment
Salary: From £80,000 to £100,000 per annum
Posted: 13 days ago
London
Client Server
Salary: £75k to £90k + benefits
Posted: 13 days ago
Warwick, Warwickshire
First Utility
Salary: From £45,000 to £65,000 per annum + Bonus + Excellent Benefits
Posted: 14 days ago
AlphaBeta Building, London
Elsevier
Salary: Competitive Salary and Benefits
Posted: 14 days ago
London
Client Server
Salary: £85,000 to £100,000 + benefits
Posted: 16 days ago
London
comparethemarket.com
Posted: 21 days ago
Staines
Centrica
Salary: Competitive
Posted: 22 days ago
London
Talent Point
Salary: £85000.00 - £100000.00 per annum
Posted: 23 days ago
London
Client Server
Salary: £50,000 to £55,000 + bonus + benefits
Posted: 23 days ago
Milton Keynes, Buckinghamshire
Clarity
Posted: 26 days ago