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 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
MapReduce
Rank 656 719 727
Rank change year-on-year
+63 +8
Permanent jobs citing MapReduce 200 211 237
As % of all permanent IT jobs located in England 0.24% 0.21% 0.22%
As % of the Processes & Methodologies category 0.27% 0.24% 0.26%
Number of salaries quoted 172 170 189
Median salary £70,000 £72,500 £73,250
Median salary % change year-on-year
-3.44% -1.02%
90% offered a salary of more than £50,000 £47,500 £52,500
10% offered a salary of more than £87,500 £100,000 £90,000
UK excluding London median salary £52,500 £58,750 £61,250
% change year-on-year
-10.63% -4.08%
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
73867 87895 92411
As % of all permanent IT jobs located in England 88.10% 87.44% 85.64%
Number of salaries quoted 61430 73388 76565
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 £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 3 December 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 3 December 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 +47 141 £73,750 -1.66% 28
South East +84 36 £60,000 +20.00% 4
North West -15 9 £50,000 -23.07% 2
West Midlands -22 4 £45,000 -21.73%
South West - 4 £57,500 - 2
North East - 3 £34,712 -
Yorkshire +14 2 £58,750 +23.68%
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 3 December 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.

1 368 (84.21%) Hadoop
2 355 (81.24%) Big Data
3 276 (63.16%) Java
4 230 (52.63%) Apache Hive
5 210 (48.05%) Apache Spark
6 187 (42.79%) Python
7 175 (40.05%) Analytics
8 168 (38.44%) Apache Pig
8 168 (38.44%) SQL
9 159 (36.38%) Agile Software Development
10 154 (35.24%) HBase
11 147 (33.64%) Business Intelligence
12 139 (31.81%) NoSQL
13 117 (26.77%) Apache Cassandra
14 114 (26.09%) MongoDB
15 112 (25.63%) Scala
16 111 (25.40%) Amazon AWS
17 109 (24.94%) Linux
18 98 (22.43%) HDFS
19 96 (21.97%) Apache Flume
20 86 (19.68%) ETL
21 85 (19.45%) Web Services
22 83 (18.99%) R
23 76 (17.39%) Machine Learning
23 76 (17.39%) Finance
24 74 (16.93%) Software Engineering
25 73 (16.70%) SQL Server
26 70 (16.02%) Degree
27 66 (15.10%) Data Modelling
28 65 (14.87%) Data Warehouse

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
1 210 (48.05%) Apache Spark
2 168 (38.44%) Apache Pig
3 61 (13.96%) Apache
4 52 (11.90%) SAS
5 37 (8.47%) Elasticsearch
6 20 (4.58%) Apache Solr
7 12 (2.75%) Confluence
8 5 (1.14%) JBoss
9 3 (0.69%) ArcGIS
10 2 (0.46%) IIS
10 2 (0.46%) Oracle Coherence
10 2 (0.46%) Oracle SOA Suite
10 2 (0.46%) SharePoint
11 1 (0.23%) Alfresco
11 1 (0.23%) Apache Airflow
11 1 (0.23%) Documentum
11 1 (0.23%) Luigi
11 1 (0.23%) MS Exchange
11 1 (0.23%) Skype for Business
11 1 (0.23%) WebSphere
Applications
1 18 (4.12%) SPSS
2 6 (1.37%) MS Excel
3 3 (0.69%) Stata
4 1 (0.23%) Mathcad
Business Applications
1 9 (2.06%) SAP Oil and Gas
2 1 (0.23%) SAP ERP
Cloud Services
1 111 (25.40%) Amazon AWS
2 56 (12.81%) Amazon EMR
3 32 (7.32%) Amazon EC2
4 20 (4.58%) GitHub
5 19 (4.35%) Amazon S3
6 18 (4.12%) Cloud Computing
6 18 (4.12%) Google Cloud Platform
7 11 (2.52%) Microsoft Azure
8 7 (1.60%) PaaS
9 6 (1.37%) Amazon SQS
9 6 (1.37%) AWS Elastic Beanstalk
9 6 (1.37%) Google App Engine
9 6 (1.37%) iTunes
10 5 (1.14%) Amazon ELB
10 5 (1.14%) Amazon Kinesis
10 5 (1.14%) SaaS
11 4 (0.92%) AWS Data Pipeline
12 1 (0.23%) AWS CloudFormation
12 1 (0.23%) Google Compute Engine
12 1 (0.23%) Virtual Private Cloud
Communications & Networking
1 21 (4.81%) HTTP
2 14 (3.20%) Internet
3 7 (1.60%) Kerberos
4 5 (1.14%) LDAP
5 4 (0.92%) DNS
5 4 (0.92%) Firewall
6 1 (0.23%) FTP
6 1 (0.23%) IPsec
6 1 (0.23%) MQTT
6 1 (0.23%) tcpdump
6 1 (0.23%) Wireshark
Database & Business Intelligence
1 368 (84.21%) Hadoop
2 355 (81.24%) Big Data
3 230 (52.63%) Apache Hive
4 154 (35.24%) HBase
5 139 (31.81%) NoSQL
6 117 (26.77%) Apache Cassandra
7 114 (26.09%) MongoDB
8 73 (16.70%) SQL Server
9 65 (14.87%) Data Warehouse
10 63 (14.42%) Sqoop
11 59 (13.50%) Relational Database
12 39 (8.92%) Amazon Redshift
13 38 (8.70%) Neo4j
14 36 (8.24%) Data Mining
14 36 (8.24%) Impala
15 35 (8.01%) PostgreSQL
16 31 (7.09%) RDBMS
17 27 (6.18%) Pentaho
18 23 (5.26%) Redis
19 22 (5.03%) Apache Accumulo
Development Applications
1 43 (9.84%) Git (software)
2 27 (6.18%) Jenkins
3 20 (4.58%) Subversion
4 19 (4.35%) JIRA
5 15 (3.43%) Jasmine
6 13 (2.97%) JUnit
6 13 (2.97%) Maven
7 8 (1.83%) Gerrit
7 8 (1.83%) Grunt
7 8 (1.83%) Selenium
8 7 (1.60%) Vagrant
9 4 (0.92%) Talend Open Studio
9 4 (0.92%) TeamCity
10 3 (0.69%) Apache Continuum
10 3 (0.69%) Visual Studio
11 2 (0.46%) Bitbucket
11 2 (0.46%) RStudio
12 1 (0.23%) Artifactory
12 1 (0.23%) Gradle
12 1 (0.23%) Hudson
General
1 76 (17.39%) Finance
2 37 (8.47%) Marketing
3 26 (5.95%) Retail
4 18 (4.12%) Telecoms
5 15 (3.43%) Banking
6 12 (2.75%) Advertising
7 11 (2.52%) Games
8 9 (2.06%) Legal
8 9 (2.06%) Manufacturing
9 6 (1.37%) Front Office
9 6 (1.37%) Pharmaceutical
10 5 (1.14%) Electronics
10 5 (1.14%) Investment Banking
11 3 (0.69%) Back Office
12 1 (0.23%) Automotive
12 1 (0.23%) Corporate Banking
12 1 (0.23%) Financial Institution
12 1 (0.23%) Music Industry
Job Titles
1 159 (36.38%) Developer
2 103 (23.57%) Architect
3 90 (20.59%) Data Architect
4 84 (19.22%) Big Data Architect
5 61 (13.96%) Hadoop Developer
6 48 (10.98%) Big Data Engineer
6 48 (10.98%) Data Engineer
7 47 (10.76%) Java Developer
8 44 (10.07%) Data Scientist
9 41 (9.38%) Big Data Developer
9 41 (9.38%) Hadoop Architect
10 39 (8.92%) Consultant
11 37 (8.47%) Data Consultant
12 29 (6.64%) Senior Developer
13 28 (6.41%) Big Data Consultant
14 24 (5.49%) Java Engineer
15 23 (5.26%) Java Hadoop Developer
16 22 (5.03%) AWS Architect
16 22 (5.03%) Hadoop Engineer
16 22 (5.03%) Software Engineer
Libraries, Frameworks & Software Standards
1 85 (19.45%) Web Services
2 54 (12.36%) Kafka
3 35 (8.01%) Spring
4 25 (5.72%) J2EE
5 24 (5.49%) .NET
6 23 (5.26%) XML
7 22 (5.03%) AngularJS
8 21 (4.81%) JSON
8 21 (4.81%) Spark Streaming
9 20 (4.58%) Hibernate
10 19 (4.35%) HTML
11 18 (4.12%) RabbitMQ
12 17 (3.89%) jQuery
13 14 (3.20%) CSS
14 11 (2.52%) Node.js
15 9 (2.06%) D3.js
15 9 (2.06%) Django
15 9 (2.06%) REST
16 8 (1.83%) .NET Framework
16 8 (1.83%) HTML5
Miscellaneous
1 62 (14.19%) Computer Science
2 60 (13.73%) Algorithms
3 48 (10.98%) Analytical Skills
4 40 (9.15%) Visualisation
5 34 (7.78%) Mathematics
6 25 (5.72%) Statistics
7 21 (4.81%) Management Information System
8 13 (2.97%) Data Centre
8 13 (2.97%) Fintech
9 12 (2.75%) Data Integration
10 10 (2.29%) Wiki
11 8 (1.83%) Artificial Intelligence
11 8 (1.83%) Cyberthreat
11 8 (1.83%) Physics
11 8 (1.83%) Xbox
12 7 (1.60%) Neural Network
12 7 (1.60%) User Experience
13 6 (1.37%) Credit Risk
13 6 (1.37%) Enterprise Software
14 5 (1.14%) Data Extraction
Operating Systems
1 109 (24.94%) Linux
2 33 (7.55%) Unix
3 9 (2.06%) Windows
4 3 (0.69%) Red Hat Enterprise Linux
5 2 (0.46%) Android
5 2 (0.46%) Apple iOS
Processes & Methodologies
1 175 (40.05%) Analytics
2 159 (36.38%) Agile Software Development
3 147 (33.64%) Business Intelligence
4 86 (19.68%) ETL
5 76 (17.39%) Machine Learning
6 74 (16.93%) Software Engineering
7 66 (15.10%) Data Modelling
8 63 (14.42%) Open Source
9 60 (13.73%) Data Analytics
10 56 (12.81%) TDD
11 47 (10.76%) Scrum
12 40 (9.15%) OO
13 36 (8.24%) Data Visualisation
14 34 (7.78%) Data Management
15 31 (7.09%) Continuous Integration
16 30 (6.86%) Performance Tuning
17 27 (6.18%) Mentoring
18 26 (5.95%) Business Development
19 24 (5.49%) Data Analysis
19 24 (5.49%) Data Architecture
Programming Languages
1 276 (63.16%) Java
2 187 (42.79%) Python
3 168 (38.44%) SQL
4 112 (25.63%) Scala
5 83 (18.99%) R
6 45 (10.30%) Shell Script
7 35 (8.01%) JavaScript
8 29 (6.64%) C++
8 29 (6.64%) Ruby
9 28 (6.41%) C
10 27 (6.18%) PHP
11 24 (5.49%) Perl
12 19 (4.35%) C#
13 18 (4.12%) MATLAB
14 14 (3.20%) Clojure
15 13 (2.97%) PL/SQL
16 12 (2.75%) Bash Shell
17 11 (2.52%) Go
18 8 (1.83%) GraphQL
18 8 (1.83%) T-SQL
Qualifications
1 70 (16.02%) Degree
2 27 (6.18%) Security Cleared
3 26 (5.95%) PhD
4 12 (2.75%) DV Cleared
5 3 (0.69%) SC Cleared
6 2 (0.46%) CISA
6 2 (0.46%) CISM
6 2 (0.46%) CISSP
7 1 (0.23%) AWS Certification
7 1 (0.23%) MCSD
7 1 (0.23%) Microsoft Certification
7 1 (0.23%) Oracle Certification
Quality Assurance & Compliance
1 6 (1.37%) Data Quality
2 4 (0.92%) QA
3 1 (0.23%) ISO/IEC 27001
3 1 (0.23%) MiFID
3 1 (0.23%) PCI DSS
System Software
1 98 (22.43%) HDFS
2 96 (21.97%) Apache Flume
3 26 (5.95%) Apache ZooKeeper
4 3 (0.69%) Docker
5 2 (0.46%) Active Directory
5 2 (0.46%) GPFS
6 1 (0.23%) VMware Infrastructure
6 1 (0.23%) Xen
Systems Management
1 58 (13.27%) Oozie
2 44 (10.07%) Puppet
3 40 (9.15%) Hadoop YARN
4 33 (7.55%) Opscode Chef
5 19 (4.35%) Ansible
6 9 (2.06%) Graphite
7 7 (1.60%) Terraform
8 4 (0.92%) Ambari
8 4 (0.92%) Nagios
9 3 (0.69%) ArcSight ESM
10 2 (0.46%) Salt
10 2 (0.46%) ZABBIX
11 1 (0.23%) QRadar
Vendors
1 55 (12.59%) Tableau
2 53 (12.13%) Cloudera
3 45 (10.30%) Oracle
4 43 (9.84%) Hortonworks
5 30 (6.86%) Microsoft
6 28 (6.41%) SAP
7 27 (6.18%) Google
8 19 (4.35%) Netezza
9 17 (3.89%) MapR
9 17 (3.89%) TIBCO
10 16 (3.66%) Cognos
11 14 (3.20%) Facebook
12 12 (2.75%) SaltStack
12 12 (2.75%) Vertica
13 11 (2.52%) MicroStrategy
14 9 (2.06%) Teradata
14 9 (2.06%) Twitter
15 8 (1.83%) Hitachi
16 7 (1.60%) Splunk
17 6 (1.37%) IBM
Reading
Computer Futures
Salary: £40000 - £60000 per annum + Competitive Benefits
Posted: 2 days ago
London
Computer Futures
Salary: £100000 per annum + competitive
Posted: 3 days ago
London
Computer Futures
Salary: £60000 - £95000 per annum + competitive
Posted: 3 days ago
London
Computer Futures
Salary: £80000 per annum + competitive
Posted: 2 days ago
London
Digitech Resourcing Ltd
Salary: From £60,000 to £85,000 per annum
Posted: 2 days ago
Guildford, Surrey
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 3 days ago
London
Client Server
Salary: £50k to £80k (multiple roles) + benefits
Posted: 4 days ago
Guildford, Surrey
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 3 days ago
London
Opus Recruitment Solutions Ltd
Salary: £90000 - £120000 per annum, Benefits Equity + Bonus
Posted: 3 days ago
City, London
Sopra Steria Recruitment
Salary: Unspecified
Posted: 4 days ago
City, London
nGAGE Specialist Recruitment
Salary: £60000 - £80000 per annum + Bonus, Pension, Life, Gym, + More
Posted: 4 days ago
Oxford, Oxfordshire
Corriculo
Salary: Up to £60,000 per annum + 10% Bonus + Benefits
Posted: 5 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 5 days ago
Manchester
Churchill Frank
Salary: £45000 - £55000 per annum + Bonus + Benefits
Posted: 7 days ago
City, London
Intelletec
Salary: From £60,000 to £70,000 per annum
Posted: 3 days ago
Tewkesbury, Gloucestershire
Open Spaces
Posted: 2 days ago
City of London
Churchill Frank
Salary: £70000 - £80000 per annum
Posted: 9 days ago
London
Client Server
Salary: £50k to £80k (multiple roles) + benefits
Posted: 13 days ago
London
Hitachi Consulting UK
Salary: From £90,000 to £120,000 per annum inc Bonus + Benefits
Posted: 8 days ago
City of London
TDA Group
Salary: £85000 - £100000 per annum + Bonus
Posted: 18 days ago
London
Computer Futures
Salary: £60000 - £95000 per annum + competitive
Posted: 26 days ago
London
Venturi
Salary: £60000 - £90000 per annum + Bonus + Benefits
Posted: 24 days ago
Bristol
XIST4 IT Recruitment
Salary: £45-55,000 + Share Options
Posted: 25 days ago
London
OHO Group Ltd.
Salary: £50000 - £70000 per annum
Posted: 19 days ago
London
Client Server
Salary: £65000 - £90000 per annum + bonus + benefits
Posted: 19 days ago