The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for MapReduce skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MapReduce over the 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
MapReduce
UK / England
Rank 706 672 719
Rank change year-on-year -34 +47  
Permanent jobs citing MapReduce 128 274 224
As % of all permanent IT jobs advertised in England 0.16% 0.28% 0.22%
As % of the Processes & Methodologies category 0.18% 0.32% 0.26%
Number of salaries quoted 112 196 189
Median salary £76,500 £65,000 £60,000
Median salary % change year-on-year +17.69% +8.33%  
90% offered a salary of more than £55,000 £47,500 £45,000
10% offered a salary of more than £100,000 £100,000 £90,000
UK excluding London median salary £70,375 £57,500 £56,250
% change year-on-year +22.39% +2.22%  

MapReduce is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 70225 85880 86661
As % of all permanent IT job vacancies advertised in England 89.07% 88.61% 87.00%
Number of salaries quoted 58154 71824 70838
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 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

MapReduce
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing MapReduce as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for MapReduce in England

MapReduce
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MapReduce in England.

Salary trend for MapReduce in England

MapReduce
Salary Histogram in England

The salary distribution of IT jobs citing MapReduce in England over the 3 months to 26 March 2017.

Salary histogram for MapReduce 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 26 March 2017. 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 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 -35 86 £80,000 +14.28% 22
South East +74 26 £77,500 +55.00% 3
North West -5 11 £55,000 - 3
East of England +21 2 £57,500 +4.54%
South West +19 2 £31,652 -34.40% 1
North East - 1 - -
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 26 March 2017, 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.

1 310 (93.09%) Hadoop
2 304 (91.29%) Big Data
3 215 (64.56%) Java
4 211 (63.36%) Apache Spark
5 167 (50.15%) Apache Hive
6 153 (45.95%) HBase
7 145 (43.54%) Python
8 141 (42.34%) Apache Pig
9 138 (41.44%) Agile Software Development
10 131 (39.34%) Analytics
11 97 (29.13%) SQL
12 95 (28.53%) Web Services
13 94 (28.23%) NoSQL
14 93 (27.93%) Business Intelligence
15 92 (27.63%) HDFS
16 80 (24.02%) Linux
16 80 (24.02%) Amazon AWS
17 73 (21.92%) Finance
18 72 (21.62%) Apache Cassandra
19 63 (18.92%) Sqoop
19 63 (18.92%) Scala
20 61 (18.32%) Degree
21 60 (18.02%) Apache Flume
22 59 (17.72%) MongoDB
23 56 (16.82%) Impala
24 52 (15.62%) R
25 50 (15.02%) Kafka
26 48 (14.41%) ETL
27 46 (13.81%) Machine Learning
28 45 (13.51%) Apache

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
1 211 (63.36%) Apache Spark
2 141 (42.34%) Apache Pig
3 45 (13.51%) Apache
4 38 (11.41%) SAS
5 16 (4.80%) Elasticsearch
6 11 (3.30%) Confluence
7 9 (2.70%) Apache Solr
8 4 (1.20%) IIS
9 3 (0.90%) OpenStack
9 3 (0.90%) Oracle SOA Suite
9 3 (0.90%) SharePoint
10 2 (0.60%) Alfresco
10 2 (0.60%) Documentum
10 2 (0.60%) Mule
11 1 (0.30%) ArcGIS
11 1 (0.30%) JBoss
11 1 (0.30%) MS Exchange
11 1 (0.30%) Skype for Business
11 1 (0.30%) Tomcat
11 1 (0.30%) WebSphere
Applications
1 10 (3.00%) SPSS
2 3 (0.90%) MS Excel
3 1 (0.30%) Stata
Business Applications
1 3 (0.90%) SAP Oil and Gas
2 1 (0.30%) SAP ERP
Cloud Services
1 80 (24.02%) Amazon AWS
2 22 (6.61%) Amazon EMR
3 17 (5.11%) GitHub
4 14 (4.20%) Microsoft Azure
5 9 (2.70%) Cloud Computing
6 7 (2.10%) Amazon EC2
7 4 (1.20%) Google Cloud Platform
8 3 (0.90%) Amazon S3
9 2 (0.60%) Amazon SQS
9 2 (0.60%) AWS Data Pipeline
9 2 (0.60%) SaaS
10 1 (0.30%) Amazon CloudWatch
10 1 (0.30%) Amazon Kinesis
10 1 (0.30%) AWS CloudFormation
10 1 (0.30%) AWS CloudTrail
10 1 (0.30%) AWS Elastic Beanstalk
10 1 (0.30%) AWS Lambda
10 1 (0.30%) Google Compute Engine
10 1 (0.30%) IaaS
10 1 (0.30%) Virtual Private Cloud
Communications & Networking
1 15 (4.50%) Kerberos
2 11 (3.30%) LDAP
3 5 (1.50%) HTTP
4 3 (0.90%) DNS
4 3 (0.90%) FTP
4 3 (0.90%) tcpdump
4 3 (0.90%) Wireshark
5 2 (0.60%) Internet
6 1 (0.30%) Firewall
6 1 (0.30%) Intranet
6 1 (0.30%) IPsec
6 1 (0.30%) MQTT
Database & Business Intelligence
1 310 (93.09%) Hadoop
2 304 (91.29%) Big Data
3 167 (50.15%) Apache Hive
4 153 (45.95%) HBase
5 94 (28.23%) NoSQL
6 72 (21.62%) Apache Cassandra
7 63 (18.92%) Sqoop
8 59 (17.72%) MongoDB
9 56 (16.82%) Impala
10 40 (12.01%) Data Warehouse
11 39 (11.71%) SQL Server
12 36 (10.81%) Neo4j
13 32 (9.61%) Pentaho
13 32 (9.61%) Relational Database
14 30 (9.01%) MySQL
15 20 (6.01%) Amazon Redshift
16 19 (5.71%) Data Mining
17 18 (5.41%) RDBMS
18 14 (4.20%) Redis
19 13 (3.90%) PostgreSQL
Development Applications
1 24 (7.21%) Git (software)
2 21 (6.31%) JIRA
3 18 (5.41%) Jenkins
4 17 (5.11%) Subversion
5 11 (3.30%) JUnit
6 10 (3.00%) Maven
7 9 (2.70%) Gerrit
7 9 (2.70%) Grunt
7 9 (2.70%) Jasmine
7 9 (2.70%) Selenium
8 5 (1.50%) Talend Open Studio
9 3 (0.90%) Apache Continuum
9 3 (0.90%) Bitbucket
9 3 (0.90%) TeamCity
9 3 (0.90%) Visual Studio
10 1 (0.30%) Artifactory
10 1 (0.30%) Hudson
10 1 (0.30%) RStudio
10 1 (0.30%) Team Foundation Server
General
1 73 (21.92%) Finance
2 24 (7.21%) Marketing
3 19 (5.71%) Banking
4 15 (4.50%) Retail
5 13 (3.90%) Legal
6 11 (3.30%) Telecoms
7 7 (2.10%) Electronics
8 6 (1.80%) Investment Banking
8 6 (1.80%) Manufacturing
9 5 (1.50%) Games
10 4 (1.20%) Advertising
11 3 (0.90%) Back Office
12 2 (0.60%) Automotive
12 2 (0.60%) Music Industry
13 1 (0.30%) Corporate Banking
13 1 (0.30%) Financial Institution
13 1 (0.30%) Publishing
Job Titles
1 93 (27.93%) Developer
2 86 (25.83%) Architect
3 74 (22.22%) Data Architect
4 70 (21.02%) Big Data Architect
5 59 (17.72%) Data Engineer
6 47 (14.11%) Big Data Engineer
7 42 (12.61%) Java Developer
8 36 (10.81%) Consultant
9 32 (9.61%) Data Consultant
10 31 (9.31%) Big Data Developer
11 30 (9.01%) Data Scientist
12 28 (8.41%) Big Data Consultant
12 28 (8.41%) Hadoop Engineer
13 26 (7.81%) Senior Developer
14 25 (7.51%) Hadoop Architect
15 23 (6.91%) Hadoop Developer
16 19 (5.71%) Senior Java Developer
17 18 (5.41%) Java Engineer
18 17 (5.11%) Lead Developer
18 17 (5.11%) Software Engineer
Libraries, Frameworks & Software Standards
1 95 (28.53%) Web Services
2 50 (15.02%) Kafka
3 41 (12.31%) J2EE
3 41 (12.31%) Spring
4 27 (8.11%) .NET
5 16 (4.80%) AngularJS
6 14 (4.20%) Java EE
6 14 (4.20%) XML
7 12 (3.60%) CSS
7 12 (3.60%) Spark Streaming
8 11 (3.30%) Django
8 11 (3.30%) HTML
8 11 (3.30%) RabbitMQ
9 9 (2.70%) Apache Avro
9 9 (2.70%) D3.js
9 9 (2.70%) jQuery
10 8 (2.40%) ASP.NET
10 8 (2.40%) JSON
10 8 (2.40%) REST
11 7 (2.10%) SPNEGO
Miscellaneous
1 42 (12.61%) Computer Science
2 41 (12.31%) Algorithms
3 36 (10.81%) Analytical Skills
4 14 (4.20%) Management Information System
5 12 (3.60%) Fintech
6 9 (2.70%) Clustering
7 7 (2.10%) Credit Risk
7 7 (2.10%) Enterprise Software
7 7 (2.10%) User Experience
7 7 (2.10%) Virtual Team
8 5 (1.50%) Data Centre
8 5 (1.50%) Mobile App
9 4 (1.20%) Client/Server
9 4 (1.20%) Data Structures
9 4 (1.20%) Smartphone
10 3 (0.90%) Mainframe
10 3 (0.90%) Social Media
10 3 (0.90%) Wiki
11 2 (0.60%) Blog
12 1 (0.30%) Streaming Music
Operating Systems
1 80 (24.02%) Linux
2 35 (10.51%) Unix
3 10 (3.00%) Windows
4 3 (0.90%) Red Hat Enterprise Linux
5 2 (0.60%) Android
5 2 (0.60%) Apple iOS
6 1 (0.30%) Mac OS X
6 1 (0.30%) Solaris
Processes & Methodologies
1 138 (41.44%) Agile Software Development
2 131 (39.34%) Analytics
3 93 (27.93%) Business Intelligence
4 48 (14.41%) ETL
5 46 (13.81%) Machine Learning
6 38 (11.41%) Data Modelling
6 38 (11.41%) Software Engineering
7 35 (10.51%) Data Analytics
8 34 (10.21%) Mathematics
9 32 (9.61%) Open Source
10 31 (9.31%) Visualisation
11 30 (9.01%) Scrum
12 27 (8.11%) TDD
13 26 (7.81%) Mentoring
14 25 (7.51%) Data Architecture
15 24 (7.21%) OO
16 22 (6.61%) Configuration Management
17 21 (6.31%) Data Management
17 21 (6.31%) Statistics
18 18 (5.41%) Stakeholder Management
Programming Languages
1 215 (64.56%) Java
2 145 (43.54%) Python
3 97 (29.13%) SQL
4 63 (18.92%) Scala
5 52 (15.62%) R
6 27 (8.11%) JavaScript
7 21 (6.31%) Ruby
8 18 (5.41%) C
8 18 (5.41%) C++
9 14 (4.20%) Perl
10 12 (3.60%) C#
11 11 (3.30%) PHP
12 8 (2.40%) PL/SQL
13 7 (2.10%) MATLAB
14 6 (1.80%) Bash Shell
15 5 (1.50%) Shell Script
16 4 (1.20%) Clojure
16 4 (1.20%) T-SQL
17 3 (0.90%) Haskell
17 3 (0.90%) PowerShell
Qualifications
1 61 (18.32%) Degree
2 15 (4.50%) PhD
3 6 (1.80%) Security Cleared
4 4 (1.20%) CISM
4 4 (1.20%) CISSP
4 4 (1.20%) DV Cleared
5 2 (0.60%) CISA
5 2 (0.60%) Postgraduate
5 2 (0.60%) SC Cleared
6 1 (0.30%) AWS Certification
6 1 (0.30%) MCSD
6 1 (0.30%) Microsoft Certification
6 1 (0.30%) Oracle Certification
Quality Assurance & Compliance
1 11 (3.30%) Data Quality
2 3 (0.90%) MiFID
3 2 (0.60%) QA
4 1 (0.30%) ISO/IEC 27001
4 1 (0.30%) PCI DSS
4 1 (0.30%) SLA
System Software
1 92 (27.63%) HDFS
2 60 (18.02%) Apache Flume
3 22 (6.61%) Apache ZooKeeper
4 5 (1.50%) Active Directory
4 5 (1.50%) Docker
5 1 (0.30%) Oracle RAC
5 1 (0.30%) VMware Infrastructure
5 1 (0.30%) Xen
Systems Management
1 39 (11.71%) Oozie
2 31 (9.31%) Puppet
3 15 (4.50%) Hadoop YARN
4 13 (3.90%) Ansible
4 13 (3.90%) Opscode Chef
5 9 (2.70%) Ambari
6 3 (0.90%) QRadar
6 3 (0.90%) Terraform
7 2 (0.60%) Nagios
8 1 (0.30%) Ganglia
8 1 (0.30%) Graphite
Vendors
1 44 (13.21%) Tableau
2 34 (10.21%) Hortonworks
3 33 (9.91%) Cloudera
4 28 (8.41%) TIBCO
5 27 (8.11%) Oracle
6 18 (5.41%) Microsoft
7 14 (4.20%) MapR
8 12 (3.60%) Cognos
9 9 (2.70%) Teradata
10 7 (2.10%) Red Hat
10 7 (2.10%) SAP
11 6 (1.80%) Google
12 5 (1.50%) Talend
12 5 (1.50%) Twitter
13 4 (1.20%) Facebook
13 4 (1.20%) IBM
13 4 (1.20%) Informatica
13 4 (1.20%) Splunk
14 3 (0.90%) Ab Initio
14 3 (0.90%) GoldenSource
London
Twenty Recruitment Group
Posted: 3 days ago
Guildford, Surrey
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 2 days ago
Aldershot, Hampshire
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 2 days ago
Central London / West End
Deanslist Limited
Salary: From £45,000 to £65,000 per annum + Stock options + Benefits
Posted: 6 hours ago
London
Salt
Salary: £50000.00 - £55000.00 per annum
Posted: 3 days ago
Central London / West End
ClearCube Consulting
Salary: From £50,000 to £70,000 per annum + Benefits
Posted: 4 days ago
London
ClearCube Consulting
Salary: From £40,000 to £65,000 per annum
Posted: 4 days ago
London
Premier IT
Salary: £60000 - £100000 per annum
Posted: 3 days ago
City, London
Experis Ltd
Posted: 3 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
Chester, Cheshire
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: 5 days ago
Cheltenham, Gloucestershire
Searchability
Salary: £55000 - £75000 per annum + Benefits
Posted: 5 days ago
City, London
Oliver Bernard
Salary: £95000 - £105000 per annum
Posted: 6 days ago
London
Harvey Nash plc
Salary: £45000 - £70000 per annum
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £45,000 - circa £85,000
Posted: 6 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
City of London
Computer Futures
Salary: competitive
Posted: 10 days ago
London
Hiring People
Salary: Competitive salary STE
Posted: 3 days ago
London
Churchill Frank
Salary: £75000 - £90000 per annum
Posted: 16 days ago
City, London
Premier Media
Posted: 5 days ago
London
Churchill Frank
Salary: £80000 - £100000 per annum + Bonus, Pension, Travel Allowence
Posted: 16 days ago
London
Computer Futures
Salary: £50000 - £70000 per annum + competitive
Posted: 17 days ago
London
Hays London City Cheapside
Salary: £140000.00 - £160000.00 per annum + bonus and benefits
Posted: 24 days ago
London
Computer Futures
Salary: competitive
Posted: 13 days ago
City, London
Accenture
Salary: Competitive
Posted: 18 days ago