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

3 months to
23 Jul 2016
Same period 2015 Same period 2014
MapReduce
Rank 636 714 660
Rank change year-on-year
+78 -54
Permanent jobs citing MapReduce 261 231 307
As % of all permanent IT jobs located in England 0.28% 0.22% 0.28%
As % of the Processes & Methodologies category 0.32% 0.26% 0.33%
Number of salaries quoted 190 184 266
Median salary £65,000 £65,000 £70,000
Median salary % change year-on-year
- -7.14%
90% offered a salary of more than £50,000 £42,500 £50,000
10% offered a salary of more than £90,000 £90,000 £90,750
UK excluding London median salary £55,000 £55,000 £73,750
% change year-on-year
- -25.42%
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
80658 89775 92908
As % of all permanent IT jobs located in England 87.84% 87.08% 85.49%
Number of salaries quoted 68197 74243 75612
Median salary £50,000 £50,000 £50,000
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 23 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 23 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 +24 160 £75,000 +7.14% 20
South East +41 46 £57,000 +14.00% 3
South West +39 24 £80,000 +116.21% 2
West Midlands - 14 £55,000 - 1
Yorkshire - 6 £45,500 -
East Midlands - 6 £55,000 -
East of England +17 2 £66,250 -26.38%
North West +14 2 £24,000 -57.14% 3
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 23 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.

1 542 (92.02%) Hadoop
2 448 (76.06%) Big Data
3 413 (70.12%) Java
4 382 (64.86%) Apache Hive
5 302 (51.27%) Python
6 280 (47.54%) Apache Pig
7 248 (42.11%) Apache Spark
8 244 (41.43%) SQL
9 210 (35.65%) Apache Cassandra
10 197 (33.45%) Agile Software Development
11 194 (32.94%) Business Intelligence
11 194 (32.94%) Analytics
12 193 (32.77%) HBase
13 185 (31.41%) NoSQL
14 168 (28.52%) Linux
15 162 (27.50%) MongoDB
16 158 (26.83%) HDFS
17 152 (25.81%) Machine Learning
18 143 (24.28%) Degree
19 142 (24.11%) TDD
20 139 (23.60%) R
21 137 (23.26%) Apache Flume
22 129 (21.90%) Open Source
22 129 (21.90%) Scala
23 117 (19.86%) ETL
24 104 (17.66%) Computer Science
25 100 (16.98%) Finance
25 100 (16.98%) Performance Tuning
26 96 (16.30%) Relational Database
27 95 (16.13%) Data Analytics

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
1 280 (47.54%) Apache Pig
2 248 (42.11%) Apache Spark
3 79 (13.41%) SAS
4 72 (12.22%) Apache
5 39 (6.62%) Elasticsearch
6 12 (2.04%) Apache Solr
6 12 (2.04%) Confluence
7 4 (0.68%) JBoss
8 3 (0.51%) nginx
8 3 (0.51%) Tomcat
9 1 (0.17%) GlassFish
9 1 (0.17%) OpenStack
9 1 (0.17%) WebSphere
Applications
1 8 (1.36%) SPSS
2 3 (0.51%) MS Excel
3 1 (0.17%) Mathcad
Business Applications
1 20 (3.40%) SAP Oil and Gas
Cloud Services
1 81 (13.75%) Amazon AWS
2 42 (7.13%) Amazon EMR
3 41 (6.96%) GitHub
4 24 (4.07%) Google Cloud Platform
5 21 (3.57%) PaaS
6 18 (3.06%) Google App Engine
7 14 (2.38%) Amazon EC2
8 13 (2.21%) Amazon S3
9 8 (1.36%) Amazon ELB
9 8 (1.36%) Cloud Computing
10 7 (1.19%) AWS Elastic Beanstalk
11 5 (0.85%) iTunes
11 5 (0.85%) SaaS
12 4 (0.68%) Microsoft Azure
13 3 (0.51%) IaaS
14 1 (0.17%) Amazon Kinesis
14 1 (0.17%) iPaaS
Communications & Networking
1 29 (4.92%) Internet
2 22 (3.74%) HTTP
3 12 (2.04%) DNS
4 10 (1.70%) Firewall
5 7 (1.19%) Kerberos
6 2 (0.34%) LDAP
6 2 (0.34%) SSH
6 2 (0.34%) TCP/IP
6 2 (0.34%) VPN
7 1 (0.17%) OpenLDAP
Database & Business Intelligence
1 542 (92.02%) Hadoop
2 448 (76.06%) Big Data
3 382 (64.86%) Apache Hive
4 210 (35.65%) Apache Cassandra
5 193 (32.77%) HBase
6 185 (31.41%) NoSQL
7 162 (27.50%) MongoDB
8 96 (16.30%) Relational Database
9 92 (15.62%) SQL Server
10 91 (15.45%) Sqoop
11 89 (15.11%) Data Mining
12 82 (13.92%) Data Warehouse
13 80 (13.58%) Impala
14 78 (13.24%) PostgreSQL
15 63 (10.70%) MySQL
16 51 (8.66%) Neo4j
17 50 (8.49%) QlikView
18 38 (6.45%) Amazon Redshift
19 21 (3.57%) Parquet
19 21 (3.57%) RDBMS
Development Applications
1 87 (14.77%) Git (software)
2 50 (8.49%) Jenkins
3 29 (4.92%) Cucumber
3 29 (4.92%) RSpec
4 28 (4.75%) JUnit
5 18 (3.06%) Subversion
6 12 (2.04%) Maven
7 9 (1.53%) Talend Open Studio
8 7 (1.19%) Bitbucket
8 7 (1.19%) JIRA
9 6 (1.02%) Gerrit
9 6 (1.02%) Selenium
10 5 (0.85%) Mockito
11 4 (0.68%) Jasmine
11 4 (0.68%) RStudio
12 2 (0.34%) Bugzilla
12 2 (0.34%) Grunt
12 2 (0.34%) Hudson
12 2 (0.34%) Vagrant
General
1 100 (16.98%) Finance
2 36 (6.11%) Advertising
3 30 (5.09%) Retail
4 26 (4.41%) Games
5 21 (3.57%) Marketing
6 16 (2.72%) Telecoms
7 14 (2.38%) Banking
8 9 (1.53%) Pharmaceutical
9 6 (1.02%) Manufacturing
10 5 (0.85%) Investment Banking
11 4 (0.68%) Electronics
11 4 (0.68%) Law
12 2 (0.34%) Front Office
12 2 (0.34%) iGaming
13 1 (0.17%) Legal
Job Titles
1 239 (40.58%) Developer
2 88 (14.94%) Hadoop Developer
3 81 (13.75%) Data Scientist
4 77 (13.07%) Architect
5 70 (11.88%) Data Architect
6 68 (11.54%) Data Engineer
7 66 (11.21%) Big Data Architect
7 66 (11.21%) Java Developer
8 64 (10.87%) Big Data Engineer
9 61 (10.36%) Senior Developer
10 49 (8.32%) Java Hadoop Developer
11 42 (7.13%) Administrator
12 41 (6.96%) Big Data Developer
13 40 (6.79%) Hadoop Administrator
14 32 (5.43%) Hadoop Architect
14 32 (5.43%) Hadoop Engineer
15 27 (4.58%) Analyst
15 27 (4.58%) Data Analyst
16 26 (4.41%) Python Developer
17 24 (4.07%) Java Engineer
Libraries, Frameworks & Software Standards
1 66 (11.21%) Kafka
2 42 (7.13%) AngularJS
3 38 (6.45%) CSS
3 38 (6.45%) LAPP Stack
4 34 (5.77%) HTML
4 34 (5.77%) HTML5
5 32 (5.43%) Spark Streaming
6 29 (4.92%) Web Services
7 27 (4.58%) Hibernate
7 27 (4.58%) Spring
8 26 (4.41%) Ruby on Rails
8 26 (4.41%) XML
9 25 (4.24%) Natural Language Processing
10 21 (3.57%) JSON
11 18 (3.06%) D3.js
11 18 (3.06%) RabbitMQ
12 14 (2.38%) Django
12 14 (2.38%) jQuery
13 12 (2.04%) Apache Flex
13 12 (2.04%) Open Graph
Miscellaneous
1 104 (17.66%) Computer Science
2 81 (13.75%) Analytical Skills
3 78 (13.24%) Visualisation
4 60 (10.19%) Algorithms
5 34 (5.77%) Mathematics
6 32 (5.43%) Fintech
7 29 (4.92%) Statistics
8 28 (4.75%) Artificial Intelligence
9 26 (4.41%) Management Information System
10 19 (3.23%) Data Centre
11 18 (3.06%) Neural Network
11 18 (3.06%) User Experience
12 16 (2.72%) Cyberthreat
13 12 (2.04%) Cybercrime
13 12 (2.04%) Online Games
13 12 (2.04%) Wiki
14 11 (1.87%) Clustering
15 10 (1.70%) Security Operations Centre
16 9 (1.53%) Physics
17 8 (1.36%) Data Structures
Operating Systems
1 168 (28.52%) Linux
2 60 (10.19%) Unix
3 6 (1.02%) Windows
4 2 (0.34%) Windows Server
5 1 (0.17%) Red Hat Enterprise Linux
5 1 (0.17%) Ubuntu
Processes & Methodologies
1 197 (33.45%) Agile Software Development
2 194 (32.94%) Analytics
2 194 (32.94%) Business Intelligence
3 152 (25.81%) Machine Learning
4 142 (24.11%) TDD
5 129 (21.90%) Open Source
6 117 (19.86%) ETL
7 100 (16.98%) Performance Tuning
8 95 (16.13%) Data Analytics
8 95 (16.13%) Software Engineering
9 71 (12.05%) Data Analysis
10 63 (10.70%) Data Management
11 62 (10.53%) Data Visualisation
12 57 (9.68%) Data Modelling
13 50 (8.49%) Scrum
14 46 (7.81%) OO
15 45 (7.64%) Big Data Analytics
15 45 (7.64%) DevOps
16 43 (7.30%) E-Commerce
17 41 (6.96%) Kanban
Programming Languages
1 413 (70.12%) Java
2 302 (51.27%) Python
3 244 (41.43%) SQL
4 139 (23.60%) R
5 129 (21.90%) Scala
6 92 (15.62%) Shell Script
7 88 (14.94%) JavaScript
8 67 (11.38%) C++
9 51 (8.66%) Ruby
10 49 (8.32%) PHP
11 48 (8.15%) MATLAB
12 38 (6.45%) T-SQL
13 33 (5.60%) C
14 25 (4.24%) Perl
15 16 (2.72%) Bash Shell
15 16 (2.72%) C#
16 10 (1.70%) Clojure
16 10 (1.70%) Go
17 5 (0.85%) VBA
18 4 (0.68%) PL/SQL
Qualifications
1 143 (24.28%) Degree
2 47 (7.98%) Security Cleared
3 39 (6.62%) PhD
4 22 (3.74%) DV Cleared
5 2 (0.34%) SC Cleared
Quality Assurance & Compliance
1 12 (2.04%) Data Quality
2 5 (0.85%) QA
3 1 (0.17%) SLA
System Software
1 158 (26.83%) HDFS
2 137 (23.26%) Apache Flume
3 22 (3.74%) Apache ZooKeeper
4 9 (1.53%) Veritas Cluster Server
5 4 (0.68%) Docker
6 2 (0.34%) Xen
7 1 (0.17%) GPFS
7 1 (0.17%) LXC
7 1 (0.17%) VMware Infrastructure
Systems Management
1 94 (15.96%) Oozie
2 92 (15.62%) Hadoop YARN
3 61 (10.36%) Puppet
4 26 (4.41%) Opscode Chef
5 22 (3.74%) Ansible
6 12 (2.04%) ArcSight ESM
7 10 (1.70%) Ambari
8 6 (1.02%) Mesos
9 3 (0.51%) Graphite
9 3 (0.51%) Nagios
10 2 (0.34%) logstash
10 2 (0.34%) Marathon
10 2 (0.34%) Rancher
10 2 (0.34%) Terraform
10 2 (0.34%) ZABBIX
11 1 (0.17%) Cacti
11 1 (0.17%) HAProxy
11 1 (0.17%) Kibana
11 1 (0.17%) Munin
11 1 (0.17%) Salt
Vendors
1 88 (14.94%) Hortonworks
2 86 (14.60%) Cloudera
3 78 (13.24%) Oracle
4 67 (11.38%) Tableau
5 53 (9.00%) MapR
6 43 (7.30%) SAP
7 34 (5.77%) Google
8 20 (3.40%) Netezza
9 18 (3.06%) TIBCO
10 16 (2.72%) Teradata
11 14 (2.38%) Facebook
11 14 (2.38%) IBM
12 12 (2.04%) ArcSight
12 12 (2.04%) PayPal
12 12 (2.04%) SaltStack
13 10 (1.70%) Informatica
14 9 (1.53%) Microsoft
14 9 (1.53%) Splunk
14 9 (1.53%) Talend
14 9 (1.53%) Vertica
Bristol, Avon
Nakama
Salary: Up to £40,000 per annum
Posted: Yesterday
South West London
Colston Consulting
Salary: £60000 - £90000 per annum, Benefits Excellent benefit and bonus
Posted: Yesterday
Gloucestershire
Heat Recruitment
Salary: From £35,000 to £60,000 per annum
Posted: Yesterday
Manchester
TDA Group
Salary: £70000 - £75000 per annum + +30 days holiday
Posted: 2 days ago
Manchester
TDA Group
Salary: £50000 - £55000 per annum + Bonus +OT +28 days holiday
Posted: 2 days ago
London
People Source Consulting
Salary: £40000 - £80000 per annum + Bonus and benefits package
Posted: 2 days ago
City, London
Sopra Steria Recruitment
Salary: From £80,000 to £100,000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 4 days ago
London
Computer Futures
Salary: £80000 per annum + competitive
Posted: 4 days ago
Central London / West End
Client Server
Salary: £85k to £100k + benefits
Posted: 5 days ago
London
Computer Futures
Salary: £70000 - £80000 per annum + competitive
Posted: 4 days ago
City, London
DCV Technologies
Salary: From £65,000 to £70,000 per annum Plus Benefits
Posted: 2 days ago
London
Eligo Recruitment Ltd
Salary: £55000 - £65000 per annum + Bens
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £40K-£60k plus attractive benefits, 30 days holiday and rapid career p
Posted: 5 days ago
Greater Manchester
ANSON MCCADE
Salary: £40K-£60k plus attractive benefits, 30 days holiday and rapid career p
Posted: 5 days ago
Newcastle Upon Tyne, Tyne and Wear
ANSON MCCADE
Salary: £40K-£60k plus attractive benefits, 30 days holiday and rapid career p
Posted: 5 days ago
London
Computer Futures
Salary: competitive
Posted: 8 days ago
Staines
Centrica
Salary: Package circa: £60,000 (depending on experience)
Posted: 16 days ago
City, London
ANSON MCCADE
Salary: £40,000- £60,000 plus attractive benefits, 30 days holiday and extensi
Posted: 5 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 15 days ago
Warwick, Warwickshire
First Utility
Salary: Up to £65,000 + Bonus + Excellent Benefits
Posted: 26 days ago
Central London / West End
First Utility
Salary: Up to £65,000 + Bonus + Excellent Benefits
Posted: 26 days ago
Hampshire
Spectrum IT
Salary: £40000 - £60000 per annum + benefits
Posted: 23 days ago
London
Apple
Salary: Competitive
Posted: 19 days ago
London
Resource Partners Ltd
Salary: full benefits
Posted: 24 days ago
London
Computer Futures
Salary: competitive
Posted: 22 days ago
London
TalentRocket
Posted: 18 days ago