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 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
MapReduce
Rank 656 647 758
Rank change year-on-year
-9 +111
Permanent jobs citing MapReduce 226 289 201
As % of all permanent IT jobs located in England 0.25% 0.28% 0.19%
As % of the Processes & Methodologies category 0.29% 0.32% 0.22%
Number of salaries quoted 183 214 155
Median salary £67,500 £65,000 £74,500
Median salary % change year-on-year
+3.84% -12.75%
90% offered a salary of more than £51,250 £45,000 £52,500
10% offered a salary of more than £91,250 £85,000 £90,000
UK excluding London median salary £50,000 £60,000 £74,500
% change year-on-year
-16.66% -19.46%
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
79090 89400 90102
As % of all permanent IT jobs located in England 88.28% 87.41% 85.37%
Number of salaries quoted 66332 74640 72734
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £30,500
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 28 September 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 28 September 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 +28 174 £77,500 +10.71% 14
South East +34 25 £60,000 +33.33% 2
West Midlands -4 8 £40,000 -36.80% 1
North West -15 6 £50,000 -23.07% 3
Yorkshire - 6 £52,500 -
South West -4 4 £52,500 +31.25%
East Midlands +16 1 £50,000 -33.33%
East of England +6 1 £52,500 -35.58%
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 28 September 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.

1 442 (85.49%) Hadoop
2 389 (75.24%) Big Data
3 332 (64.22%) Java
4 297 (57.45%) Apache Hive
5 228 (44.10%) Python
6 224 (43.33%) Apache Pig
7 216 (41.78%) SQL
8 212 (41.01%) Apache Spark
9 183 (35.40%) Analytics
10 174 (33.66%) Agile Software Development
11 168 (32.50%) Business Intelligence
12 163 (31.53%) NoSQL
13 159 (30.75%) Apache Cassandra
14 157 (30.37%) HBase
15 147 (28.43%) MongoDB
16 129 (24.95%) Linux
17 128 (24.76%) R
18 126 (24.37%) Scala
18 126 (24.37%) Machine Learning
19 111 (21.47%) Apache Flume
20 108 (20.89%) HDFS
21 101 (19.54%) Open Source
22 97 (18.76%) ETL
22 97 (18.76%) Degree
23 96 (18.57%) TDD
24 94 (18.18%) Amazon AWS
25 88 (17.02%) Data Analytics
26 83 (16.05%) Computer Science
27 82 (15.86%) Software Engineering
28 78 (15.09%) Shell Script

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
1 224 (43.33%) Apache Pig
2 212 (41.01%) Apache Spark
3 70 (13.54%) SAS
4 63 (12.19%) Apache
5 48 (9.28%) Elasticsearch
6 18 (3.48%) Apache Solr
7 10 (1.93%) Confluence
8 5 (0.97%) JBoss
9 3 (0.58%) nginx
10 2 (0.39%) ArcGIS
10 2 (0.39%) Oracle Coherence
10 2 (0.39%) Tomcat
11 1 (0.19%) MS Exchange
11 1 (0.19%) SharePoint
11 1 (0.19%) Skype for Business
11 1 (0.19%) WebSphere
Applications
1 16 (3.09%) SPSS
2 6 (1.16%) MS Excel
3 2 (0.39%) Stata
4 1 (0.19%) Mathcad
Business Applications
1 17 (3.29%) SAP Oil and Gas
2 1 (0.19%) SAP ERP
Cloud Services
1 94 (18.18%) Amazon AWS
2 55 (10.64%) Amazon EMR
3 31 (6.00%) Amazon EC2
4 27 (5.22%) GitHub
5 21 (4.06%) Amazon S3
6 20 (3.87%) Google Cloud Platform
7 12 (2.32%) Cloud Computing
7 12 (2.32%) PaaS
8 10 (1.93%) Google App Engine
9 8 (1.55%) Microsoft Azure
10 7 (1.35%) Amazon ELB
10 7 (1.35%) AWS Elastic Beanstalk
11 6 (1.16%) Amazon SQS
11 6 (1.16%) iTunes
12 5 (0.97%) Amazon Kinesis
13 4 (0.77%) SaaS
14 2 (0.39%) AWS Data Pipeline
14 2 (0.39%) IaaS
15 1 (0.19%) CloudFront
15 1 (0.19%) Google Apps
Communications & Networking
1 30 (5.80%) HTTP
2 20 (3.87%) Internet
3 8 (1.55%) DNS
4 7 (1.35%) Firewall
5 2 (0.39%) SSH
5 2 (0.39%) TCP/IP
5 2 (0.39%) VPN
6 1 (0.19%) IPsec
6 1 (0.19%) Kerberos
6 1 (0.19%) LDAP
6 1 (0.19%) MQTT
Database & Business Intelligence
1 442 (85.49%) Hadoop
2 389 (75.24%) Big Data
3 297 (57.45%) Apache Hive
4 163 (31.53%) NoSQL
5 159 (30.75%) Apache Cassandra
6 157 (30.37%) HBase
7 147 (28.43%) MongoDB
8 76 (14.70%) Data Mining
8 76 (14.70%) Relational Database
9 74 (14.31%) SQL Server
10 63 (12.19%) Data Warehouse
11 55 (10.64%) Sqoop
12 52 (10.06%) PostgreSQL
13 47 (9.09%) Amazon Redshift
13 47 (9.09%) QlikView
14 44 (8.51%) Impala
15 40 (7.74%) Neo4j
16 38 (7.35%) MySQL
17 31 (6.00%) RDBMS
18 22 (4.26%) Voldemort
Development Applications
1 64 (12.38%) Git (software)
2 36 (6.96%) Jenkins
3 19 (3.68%) JUnit
4 18 (3.48%) Subversion
5 12 (2.32%) Cucumber
5 12 (2.32%) RSpec
6 11 (2.13%) Maven
7 10 (1.93%) JIRA
8 8 (1.55%) Jasmine
9 7 (1.35%) Vagrant
10 6 (1.16%) Bitbucket
11 4 (0.77%) Mockito
12 3 (0.58%) RStudio
12 3 (0.58%) Talend Open Studio
13 2 (0.39%) Gerrit
13 2 (0.39%) Selenium
13 2 (0.39%) TeamCity
14 1 (0.19%) Gradle
14 1 (0.19%) Hudson
14 1 (0.19%) Team Foundation Server
General
1 70 (13.54%) Finance
2 34 (6.58%) Marketing
3 33 (6.38%) Retail
4 22 (4.26%) Advertising
4 22 (4.26%) Games
5 12 (2.32%) Telecoms
6 7 (1.35%) Banking
6 7 (1.35%) Front Office
6 7 (1.35%) Pharmaceutical
7 5 (0.97%) Manufacturing
8 4 (0.77%) Law
9 2 (0.39%) iGaming
9 2 (0.39%) Investment Banking
10 1 (0.19%) Electronics
10 1 (0.19%) Legal
Job Titles
1 213 (41.20%) Developer
2 81 (15.67%) Architect
3 79 (15.28%) Hadoop Developer
4 75 (14.51%) Data Scientist
5 71 (13.73%) Data Architect
6 67 (12.96%) Big Data Architect
7 55 (10.64%) Java Developer
8 51 (9.86%) Senior Developer
9 41 (7.93%) Big Data Engineer
10 40 (7.74%) Data Engineer
11 37 (7.16%) Hadoop Architect
12 35 (6.77%) Big Data Developer
12 35 (6.77%) Java Hadoop Developer
13 31 (6.00%) Consultant
14 30 (5.80%) Data Consultant
15 27 (5.22%) Analyst
16 26 (5.03%) Data Analyst
17 22 (4.26%) Administrator
17 22 (4.26%) Senior Hadoop Developer
18 20 (3.87%) Big Data Consultant
Libraries, Frameworks & Software Standards
1 65 (12.57%) Kafka
2 48 (9.28%) Web Services
3 32 (6.19%) Spark Streaming
3 32 (6.19%) XML
4 31 (6.00%) JSON
5 30 (5.80%) Spring
6 28 (5.42%) AngularJS
6 28 (5.42%) CSS
6 28 (5.42%) HTML
7 27 (5.22%) Hibernate
8 25 (4.84%) RabbitMQ
9 21 (4.06%) jQuery
10 20 (3.87%) HTML5
10 20 (3.87%) Natural Language Processing
11 15 (2.90%) LAPP Stack
12 14 (2.71%) .NET
13 13 (2.51%) D3.js
13 13 (2.51%) Django
14 11 (2.13%) J2EE
14 11 (2.13%) Node.js
Miscellaneous
1 83 (16.05%) Computer Science
2 77 (14.89%) Analytical Skills
2 77 (14.89%) Visualisation
3 64 (12.38%) Algorithms
4 30 (5.80%) Mathematics
4 30 (5.80%) Statistics
5 23 (4.45%) Artificial Intelligence
6 21 (4.06%) Data Centre
7 20 (3.87%) Management Information System
8 18 (3.48%) Neural Network
9 14 (2.71%) User Experience
10 12 (2.32%) Cyberthreat
11 10 (1.93%) Fintech
11 10 (1.93%) Wiki
12 8 (1.55%) Cybercrime
12 8 (1.55%) Data Structures
12 8 (1.55%) Xbox
13 6 (1.16%) Enterprise Software
13 6 (1.16%) Online Games
13 6 (1.16%) Security Operations Centre
Operating Systems
1 129 (24.95%) Linux
2 39 (7.54%) Unix
3 5 (0.97%) Windows
4 1 (0.19%) Android
4 1 (0.19%) Apple iOS
4 1 (0.19%) Red Hat Enterprise Linux
Processes & Methodologies
1 183 (35.40%) Analytics
2 174 (33.66%) Agile Software Development
3 168 (32.50%) Business Intelligence
4 126 (24.37%) Machine Learning
5 101 (19.54%) Open Source
6 97 (18.76%) ETL
7 96 (18.57%) TDD
8 88 (17.02%) Data Analytics
9 82 (15.86%) Software Engineering
10 70 (13.54%) Data Analysis
10 70 (13.54%) Data Visualisation
11 65 (12.57%) Data Modelling
12 60 (11.61%) Performance Tuning
13 51 (9.86%) Data Management
13 51 (9.86%) Scrum
14 45 (8.70%) OO
15 40 (7.74%) Big Data Analytics
16 34 (6.58%) DevOps
16 34 (6.58%) E-Commerce
17 33 (6.38%) BDD
Programming Languages
1 332 (64.22%) Java
2 228 (44.10%) Python
3 216 (41.78%) SQL
4 128 (24.76%) R
5 126 (24.37%) Scala
6 78 (15.09%) Shell Script
7 70 (13.54%) JavaScript
8 46 (8.90%) C++
9 42 (8.12%) Ruby
10 38 (7.35%) PHP
11 35 (6.77%) MATLAB
12 31 (6.00%) C
13 25 (4.84%) Perl
14 24 (4.64%) T-SQL
15 19 (3.68%) C#
16 14 (2.71%) Bash Shell
17 12 (2.32%) Clojure
17 12 (2.32%) Go
18 7 (1.35%) Elixir
18 7 (1.35%) PL/SQL
Qualifications
1 97 (18.76%) Degree
2 46 (8.90%) Security Cleared
3 36 (6.96%) PhD
4 16 (3.09%) DV Cleared
5 3 (0.58%) SC Cleared
6 1 (0.19%) AWS Certification
6 1 (0.19%) CISA
6 1 (0.19%) CISM
6 1 (0.19%) CISSP
6 1 (0.19%) MCSD
6 1 (0.19%) Microsoft Certification
6 1 (0.19%) Oracle Certification
Quality Assurance & Compliance
1 6 (1.16%) QA
2 4 (0.77%) Data Quality
3 1 (0.19%) ISO/IEC 27001
3 1 (0.19%) PCI DSS
3 1 (0.19%) SLA
System Software
1 111 (21.47%) Apache Flume
2 108 (20.89%) HDFS
3 22 (4.26%) Apache ZooKeeper
4 4 (0.77%) Docker
5 2 (0.39%) GPFS
5 2 (0.39%) VMware Infrastructure
5 2 (0.39%) Xen
6 1 (0.19%) Active Directory
6 1 (0.19%) LXC
6 1 (0.19%) Veritas Cluster Server
Systems Management
1 73 (14.12%) Oozie
2 60 (11.61%) Hadoop YARN
3 47 (9.09%) Puppet
4 36 (6.96%) Opscode Chef
5 25 (4.84%) Ansible
6 9 (1.74%) Graphite
7 7 (1.35%) Terraform
8 6 (1.16%) ArcSight ESM
9 4 (0.77%) Mesos
9 4 (0.77%) Nagios
10 2 (0.39%) Ambari
10 2 (0.39%) Salt
10 2 (0.39%) ZABBIX
11 1 (0.19%) HAProxy
Vendors
1 72 (13.93%) Tableau
2 56 (10.83%) Cloudera
3 53 (10.25%) Oracle
4 48 (9.28%) Hortonworks
5 40 (7.74%) SAP
6 31 (6.00%) Google
7 30 (5.80%) MapR
8 22 (4.26%) Microsoft
9 19 (3.68%) Netezza
10 18 (3.48%) TIBCO
11 17 (3.29%) Facebook
12 16 (3.09%) SaltStack
13 12 (2.32%) Vertica
14 10 (1.93%) Cognos
14 10 (1.93%) MicroStrategy
15 9 (1.74%) IBM
15 9 (1.74%) Teradata
16 8 (1.55%) Hitachi
17 7 (1.35%) Twitter
18 6 (1.16%) ArcSight
London
Talent Point
Salary: £40000.00 - £48000.00 per annum
Posted: 20 hours ago
London
Computer Futures
Salary: £60000 - £95000 per annum + competitive
Posted: 3 days ago
West London
Deanslist Limited
Salary: From £45,000 to £55,000 per annum + Stock options + Benefits
Posted: 17 hours ago
London
Experis Ltd
Salary: £100000 - £150000 per annum
Posted: Yesterday
London
McGregor Boyall
Salary: £60000.00 - £85000 per annum
Posted: 5 days ago
London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: 2 days ago
Manchester
TDA Group
Salary: £70000 - £75000 per annum + + Bonus + 30 days holiday
Posted: 5 days ago
London
Computer Futures
Salary: £80000 per annum + competitive
Posted: 4 days ago
London
Parallel Consulting
Salary: £50000 - £70000 per annum
Posted: 5 days ago
City, London
Parallel Consulting
Salary: £50000 - £75000 per annum
Posted: 5 days ago
West London
Deanslist Limited
Salary: From £45,000 to £55,000 per annum + Stock options + Benefits
Posted: 2 days ago
London
Computer Futures
Salary: competitive
Posted: 6 days ago
Birmingham
Churchill Frank International
Salary: £45000 - £55000 per annum + Bonus + Benefits
Posted: 7 days ago
Manchester, Lancashire
People Source Consulting
Salary: £70000 - £80000 per annum + bonus + great benefits
Posted: 5 days ago
Hampshire
Spectrum IT
Salary: £40000 - £60000 per annum + benefits
Posted: 10 days ago
London
Computer Futures
Salary: £60000 - £95000 per annum + competitive
Posted: 16 days ago
London
Computer Futures
Salary: £70000 - £120000 per annum + competitive
Posted: 26 days ago
London
Lawrence Harvey
Salary: £50000.00 - £85000.00 per annum + bonus + benefits
Posted: 23 days ago