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 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
MapReduce
Rank 669 677 714
Rank change year-on-year
+8 +37
Permanent jobs citing MapReduce 240 269 257
As % of all permanent IT jobs located in England 0.26% 0.26% 0.23%
As % of the Processes & Methodologies category 0.30% 0.30% 0.27%
Number of salaries quoted 188 208 217
Median salary £67,500 £66,250 £70,000
Median salary % change year-on-year
+1.88% -5.35%
90% offered a salary of more than £50,000 £44,250 £52,500
10% offered a salary of more than £92,500 £87,500 £90,000
UK excluding London median salary £52,500 £60,000 £70,000
% change year-on-year
-12.50% -14.28%
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
80646 89525 93503
As % of all permanent IT jobs located in England 88.05% 87.40% 85.42%
Number of salaries quoted 68182 74401 75355
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £80,000 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 25 August 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 25 August 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 +30 174 £77,500 +10.71% 18
South East +29 35 £60,000 +33.33%
South West +15 10 £60,000 +50.00% 1
Yorkshire - 7 £51,250 -
West Midlands -3 5 - - 1
East Midlands +13 3 £50,000 -33.33%
North West +7 3 £50,000 -16.66% 2
East of England +21 2 £66,250 -18.71%
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 25 August 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.

1 505 (88.75%) Hadoop
2 420 (73.81%) Big Data
3 385 (67.66%) Java
4 339 (59.58%) Apache Hive
5 266 (46.75%) Python
6 253 (44.46%) Apache Pig
7 235 (41.30%) Apache Spark
8 229 (40.25%) SQL
9 203 (35.68%) Analytics
10 196 (34.45%) Apache Cassandra
11 188 (33.04%) Agile Software Development
12 176 (30.93%) Business Intelligence
13 174 (30.58%) HBase
14 169 (29.70%) NoSQL
15 152 (26.71%) MongoDB
16 148 (26.01%) Machine Learning
17 146 (25.66%) Linux
18 137 (24.08%) R
19 134 (23.55%) HDFS
20 130 (22.85%) Degree
21 128 (22.50%) Apache Flume
22 126 (22.14%) Scala
23 125 (21.97%) TDD
24 120 (21.09%) Open Source
25 103 (18.10%) Computer Science
26 102 (17.93%) ETL
26 102 (17.93%) Data Analytics
27 93 (16.34%) Relational Database
28 92 (16.17%) Amazon AWS
29 90 (15.82%) Finance

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
1 253 (44.46%) Apache Pig
2 235 (41.30%) Apache Spark
3 80 (14.06%) SAS
4 66 (11.60%) Apache
5 45 (7.91%) Elasticsearch
6 15 (2.64%) Apache Solr
7 9 (1.58%) Confluence
8 5 (0.88%) JBoss
9 3 (0.53%) nginx
10 2 (0.35%) Tomcat
11 1 (0.18%) Oracle Coherence
11 1 (0.18%) WebSphere
Applications
1 11 (1.93%) SPSS
2 6 (1.05%) MS Excel
3 1 (0.18%) Mathcad
Business Applications
1 20 (3.51%) SAP Oil and Gas
Cloud Services
1 92 (16.17%) Amazon AWS
2 45 (7.91%) Amazon EMR
3 42 (7.38%) GitHub
4 21 (3.69%) Google Cloud Platform
5 19 (3.34%) Amazon EC2
6 18 (3.16%) Amazon S3
7 16 (2.81%) PaaS
8 14 (2.46%) Google App Engine
9 8 (1.41%) Amazon ELB
10 7 (1.23%) AWS Elastic Beanstalk
10 7 (1.23%) Cloud Computing
11 6 (1.05%) iTunes
11 6 (1.05%) Microsoft Azure
12 4 (0.70%) Amazon Kinesis
13 3 (0.53%) SaaS
14 2 (0.35%) IaaS
Communications & Networking
1 28 (4.92%) HTTP
2 26 (4.57%) Internet
3 12 (2.11%) DNS
4 10 (1.76%) Firewall
5 3 (0.53%) Kerberos
6 2 (0.35%) LDAP
6 2 (0.35%) SSH
6 2 (0.35%) TCP/IP
6 2 (0.35%) VPN
Database & Business Intelligence
1 505 (88.75%) Hadoop
2 420 (73.81%) Big Data
3 339 (59.58%) Apache Hive
4 196 (34.45%) Apache Cassandra
5 174 (30.58%) HBase
6 169 (29.70%) NoSQL
7 152 (26.71%) MongoDB
8 93 (16.34%) Relational Database
9 85 (14.94%) SQL Server
10 79 (13.88%) Data Mining
11 70 (12.30%) Data Warehouse
12 68 (11.95%) PostgreSQL
13 66 (11.60%) Sqoop
14 64 (11.25%) Impala
15 57 (10.02%) MySQL
16 53 (9.31%) QlikView
17 51 (8.96%) Neo4j
18 45 (7.91%) Amazon Redshift
19 23 (4.04%) RDBMS
20 22 (3.87%) Voldemort
Development Applications
1 80 (14.06%) Git (software)
2 49 (8.61%) Jenkins
3 28 (4.92%) Cucumber
3 28 (4.92%) RSpec
4 24 (4.22%) JUnit
5 17 (2.99%) Subversion
6 10 (1.76%) JIRA
6 10 (1.76%) Maven
7 9 (1.58%) Talend Open Studio
8 6 (1.05%) Bitbucket
8 6 (1.05%) Jasmine
8 6 (1.05%) Vagrant
9 4 (0.70%) Mockito
9 4 (0.70%) RStudio
10 2 (0.35%) Gerrit
10 2 (0.35%) Selenium
11 1 (0.18%) Bugzilla
11 1 (0.18%) Gradle
11 1 (0.18%) Hudson
11 1 (0.18%) TeamCity
General
1 90 (15.82%) Finance
2 34 (5.98%) Advertising
3 32 (5.62%) Retail
4 28 (4.92%) Marketing
5 25 (4.39%) Games
6 16 (2.81%) Telecoms
7 11 (1.93%) Banking
8 9 (1.58%) Pharmaceutical
9 7 (1.23%) Manufacturing
10 5 (0.88%) Front Office
11 4 (0.70%) Electronics
11 4 (0.70%) Law
12 2 (0.35%) iGaming
12 2 (0.35%) Investment Banking
13 1 (0.18%) Legal
Job Titles
1 239 (42.00%) Developer
2 84 (14.76%) Architect
3 82 (14.41%) Data Scientist
3 82 (14.41%) Hadoop Developer
4 75 (13.18%) Data Architect
5 71 (12.48%) Big Data Architect
6 65 (11.42%) Senior Developer
7 62 (10.90%) Java Developer
8 52 (9.14%) Big Data Engineer
9 51 (8.96%) Data Engineer
10 42 (7.38%) Java Hadoop Developer
11 38 (6.68%) Big Data Developer
11 38 (6.68%) Hadoop Architect
12 32 (5.62%) Administrator
13 31 (5.45%) Analyst
14 30 (5.27%) Data Analyst
15 29 (5.10%) Hadoop Administrator
16 26 (4.57%) Consultant
16 26 (4.57%) Data Consultant
17 24 (4.22%) Ruby Developer
Libraries, Frameworks & Software Standards
1 71 (12.48%) Kafka
2 38 (6.68%) CSS
3 37 (6.50%) AngularJS
3 37 (6.50%) HTML
3 37 (6.50%) Web Services
4 35 (6.15%) Spark Streaming
5 34 (5.98%) HTML5
6 31 (5.45%) Spring
7 30 (5.27%) XML
8 29 (5.10%) Hibernate
9 26 (4.57%) JSON
9 26 (4.57%) LAPP Stack
10 23 (4.04%) Ruby on Rails
11 22 (3.87%) Natural Language Processing
11 22 (3.87%) RabbitMQ
12 14 (2.46%) D3.js
13 13 (2.28%) jQuery
14 12 (2.11%) Apache Flex
14 12 (2.11%) Django
15 9 (1.58%) Velocity
Miscellaneous
1 103 (18.10%) Computer Science
2 84 (14.76%) Analytical Skills
3 81 (14.24%) Visualisation
4 68 (11.95%) Algorithms
5 33 (5.80%) Mathematics
6 30 (5.27%) Statistics
7 27 (4.75%) Artificial Intelligence
8 24 (4.22%) Management Information System
9 21 (3.69%) Data Centre
10 19 (3.34%) Neural Network
11 17 (2.99%) Cyberthreat
12 16 (2.81%) User Experience
13 15 (2.64%) Fintech
14 12 (2.11%) Cybercrime
15 10 (1.76%) Security Operations Centre
16 9 (1.58%) Online Games
16 9 (1.58%) Wiki
17 8 (1.41%) Data Structures
18 6 (1.05%) Physics
18 6 (1.05%) Xbox
Operating Systems
1 146 (25.66%) Linux
2 50 (8.79%) Unix
3 4 (0.70%) Windows
4 1 (0.18%) Red Hat Enterprise Linux
4 1 (0.18%) Ubuntu
4 1 (0.18%) Windows Server
Processes & Methodologies
1 203 (35.68%) Analytics
2 188 (33.04%) Agile Software Development
3 176 (30.93%) Business Intelligence
4 148 (26.01%) Machine Learning
5 125 (21.97%) TDD
6 120 (21.09%) Open Source
7 102 (17.93%) Data Analytics
7 102 (17.93%) ETL
8 90 (15.82%) Software Engineering
9 79 (13.88%) Performance Tuning
10 76 (13.36%) Data Modelling
11 71 (12.48%) Data Analysis
12 68 (11.95%) Data Visualisation
13 60 (10.54%) Scrum
14 55 (9.67%) Data Management
15 50 (8.79%) DevOps
16 45 (7.91%) Big Data Analytics
16 45 (7.91%) OO
17 44 (7.73%) Kanban
18 39 (6.85%) BDD
Programming Languages
1 385 (67.66%) Java
2 266 (46.75%) Python
3 229 (40.25%) SQL
4 137 (24.08%) R
5 126 (22.14%) Scala
6 83 (14.59%) Shell Script
7 82 (14.41%) JavaScript
8 65 (11.42%) C++
9 56 (9.84%) Ruby
10 52 (9.14%) PHP
11 44 (7.73%) MATLAB
12 35 (6.15%) C
13 30 (5.27%) T-SQL
14 25 (4.39%) Perl
15 17 (2.99%) Bash Shell
16 16 (2.81%) C#
17 13 (2.28%) Go
18 12 (2.11%) Clojure
19 6 (1.05%) PL/SQL
20 5 (0.88%) VBA
Qualifications
1 130 (22.85%) Degree
2 51 (8.96%) Security Cleared
3 37 (6.50%) PhD
4 22 (3.87%) DV Cleared
5 3 (0.53%) SC Cleared
Quality Assurance & Compliance
1 8 (1.41%) Data Quality
2 5 (0.88%) QA
3 1 (0.18%) SLA
System Software
1 134 (23.55%) HDFS
2 128 (22.50%) Apache Flume
3 20 (3.51%) Apache ZooKeeper
4 3 (0.53%) Docker
4 3 (0.53%) Veritas Cluster Server
5 2 (0.35%) GPFS
6 1 (0.18%) LXC
6 1 (0.18%) VMware Infrastructure
6 1 (0.18%) Xen
Systems Management
1 82 (14.41%) Oozie
2 80 (14.06%) Hadoop YARN
3 60 (10.54%) Puppet
4 30 (5.27%) Opscode Chef
5 25 (4.39%) Ansible
6 12 (2.11%) ArcSight ESM
7 8 (1.41%) Graphite
8 6 (1.05%) Ambari
8 6 (1.05%) Terraform
9 5 (0.88%) Mesos
10 3 (0.53%) Nagios
11 2 (0.35%) Salt
11 2 (0.35%) ZABBIX
12 1 (0.18%) HAProxy
12 1 (0.18%) logstash
12 1 (0.18%) Marathon
12 1 (0.18%) Rancher
Vendors
1 77 (13.53%) Tableau
2 71 (12.48%) Cloudera
3 66 (11.60%) Oracle
4 65 (11.42%) Hortonworks
5 43 (7.56%) MapR
5 43 (7.56%) SAP
6 28 (4.92%) Google
7 22 (3.87%) Netezza
8 20 (3.51%) TIBCO
9 17 (2.99%) Teradata
10 15 (2.64%) SaltStack
11 14 (2.46%) IBM
11 14 (2.46%) Vertica
12 13 (2.28%) Microsoft
13 12 (2.11%) ArcSight
14 11 (1.93%) Facebook
15 10 (1.76%) Cognos
15 10 (1.76%) Informatica
16 9 (1.58%) MicroStrategy
16 9 (1.58%) Talend
London
Lawrence Harvey Enterprise
Salary: £50000.00 - £85000.00 per annum + bonus + benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: Up to £95,000 + package
Posted: 18 hours ago
Manchester
TDA Group
Salary: £70000 - £75000 per annum + + Bonus + 30 days holiday
Posted: 2 days ago
Cheltenham, Gloucestershire
Capital International Staffing Ltd
Salary: benefits
Posted: Yesterday
Warwickshire
Austin Fraser
Salary: £35000.00 - £42000.00 per annum + Benefits
Posted: 2 days ago
City, London
Spargonet Consulting Plc
Salary: £55000 - £65000 per annum, Benefits Pension, Life, Health and 25 days
Posted: 14 hours ago
London
Computer Futures
Salary: £70000 per annum + competitive
Posted: 9 days ago
London
Computer Futures
Salary: £80000 per annum + competitive
Posted: 9 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 6 days ago
West London
Deanslist Limited
Salary: From £45,000 to £55,000 per annum + Stock options + Benefits
Posted: 3 days ago
London
Accenture
Posted: 7 days ago
Manchester
TDA Group
Salary: £70000 - £75000 per annum + +30 days holiday
Posted: 15 days ago
London
Computer Futures
Salary: £60000 - £95000 per annum + competitive
Posted: 23 days ago
London
Talent Point
Salary: £45000.00 - £55000.00 per annum
Posted: 13 days ago
City of London
Energize Recruitment Solutions Ltd
Salary: £40000 - £70000 per annum + Share Packages + more
Posted: 26 days ago
England
Talent Point
Salary: £40000.00 - £50000.00 per annum
Posted: 20 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 23 days ago