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 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
MapReduce
UK / England
Rank 659 712 688
Rank change year-on-year
+53 -24
Permanent jobs citing MapReduce 169 216 245
As % of all permanent IT jobs located in England 0.22% 0.23% 0.25%
As % of the Processes & Methodologies category 0.24% 0.26% 0.28%
Number of salaries quoted 153 146 211
Median salary £75,000 £65,000 £64,500
Median salary % change year-on-year
+15.38% +0.77%
90% offered a salary of more than £52,500 £47,500 £45,000
10% offered a salary of more than £100,000 £100,000 £90,000
UK excluding London median salary £75,000 £57,500 £55,000
% change year-on-year
+30.43% +4.54%

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
69069 84139 86089
As % of all permanent IT jobs located in England 88.85% 88.35% 86.66%
Number of salaries quoted 57142 70621 71057
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 £31,500
10% offered a salary of more than £77,500 £75,000 £77,000
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 February 2017.

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 February 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 +33 111 £75,000 +7.14% 14
South East +104 44 £75,000 +50.00% 3
South West - 7 £57,500 -
North West -10 5 £52,500 -47.50% 2
East of England +20 2 £57,500 +64.28% 2
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 25 February 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.

1 330 (89.43%) Hadoop
2 322 (87.26%) Big Data
3 234 (63.41%) Java
4 218 (59.08%) Apache Spark
5 174 (47.15%) Apache Hive
6 167 (45.26%) Python
7 157 (42.55%) Agile Software Development
8 155 (42.01%) HBase
9 145 (39.30%) Analytics
10 143 (38.75%) Apache Pig
11 126 (34.15%) SQL
12 119 (32.25%) Business Intelligence
13 108 (29.27%) NoSQL
14 102 (27.64%) Web Services
15 96 (26.02%) Amazon AWS
16 94 (25.47%) Linux
17 90 (24.39%) HDFS
18 80 (21.68%) Apache Cassandra
19 79 (21.41%) Finance
20 78 (21.14%) Scala
21 75 (20.33%) MongoDB
22 68 (18.43%) Apache Flume
22 68 (18.43%) R
23 61 (16.53%) ETL
24 60 (16.26%) Sqoop
25 59 (15.99%) Degree
26 56 (15.18%) Data Warehouse
27 54 (14.63%) Apache
27 54 (14.63%) SQL Server
28 52 (14.09%) Data Modelling

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
1 218 (59.08%) Apache Spark
2 143 (38.75%) Apache Pig
3 54 (14.63%) Apache
4 43 (11.65%) SAS
5 21 (5.69%) Elasticsearch
6 12 (3.25%) Apache Solr
6 12 (3.25%) Confluence
7 4 (1.08%) IIS
7 4 (1.08%) SharePoint
8 3 (0.81%) ArcGIS
8 3 (0.81%) OpenStack
8 3 (0.81%) Oracle SOA Suite
9 2 (0.54%) Alfresco
9 2 (0.54%) Documentum
9 2 (0.54%) MS Exchange
9 2 (0.54%) Mule
9 2 (0.54%) Skype for Business
10 1 (0.27%) JBoss
10 1 (0.27%) Tomcat
10 1 (0.27%) WebLogic
Applications
1 14 (3.79%) SPSS
2 4 (1.08%) MS Excel
3 3 (0.81%) Stata
Business Applications
1 3 (0.81%) SAP Oil and Gas
2 2 (0.54%) SAP ERP
Cloud Services
1 96 (26.02%) Amazon AWS
2 33 (8.94%) Amazon EMR
3 20 (5.42%) Amazon EC2
4 18 (4.88%) GitHub
5 14 (3.79%) Microsoft Azure
6 12 (3.25%) Cloud Computing
7 8 (2.17%) Amazon SQS
8 7 (1.90%) Amazon S3
9 6 (1.63%) Google Cloud Platform
10 4 (1.08%) AWS Data Pipeline
11 3 (0.81%) SaaS
12 2 (0.54%) Amazon CloudWatch
12 2 (0.54%) AWS CloudFormation
12 2 (0.54%) AWS CloudTrail
12 2 (0.54%) AWS Elastic Beanstalk
12 2 (0.54%) CloudFront
12 2 (0.54%) G Suite
12 2 (0.54%) Office 365
12 2 (0.54%) Virtual Private Cloud
13 1 (0.27%) Amazon Kinesis
Communications & Networking
1 11 (2.98%) Kerberos
2 8 (2.17%) LDAP
3 6 (1.63%) HTTP
4 3 (0.81%) Internet
5 2 (0.54%) DNS
5 2 (0.54%) Firewall
5 2 (0.54%) FTP
5 2 (0.54%) IPsec
5 2 (0.54%) MQTT
5 2 (0.54%) tcpdump
5 2 (0.54%) Wireshark
Database & Business Intelligence
1 330 (89.43%) Hadoop
2 322 (87.26%) Big Data
3 174 (47.15%) Apache Hive
4 155 (42.01%) HBase
5 108 (29.27%) NoSQL
6 80 (21.68%) Apache Cassandra
7 75 (20.33%) MongoDB
8 60 (16.26%) Sqoop
9 56 (15.18%) Data Warehouse
10 54 (14.63%) SQL Server
11 49 (13.28%) Impala
12 38 (10.30%) Relational Database
13 37 (10.03%) Neo4j
14 33 (8.94%) Pentaho
15 28 (7.59%) MySQL
16 26 (7.05%) Redis
17 25 (6.78%) Amazon Redshift
17 25 (6.78%) RDBMS
18 22 (5.96%) Data Mining
19 17 (4.61%) PostgreSQL
Development Applications
1 30 (8.13%) Git (software)
2 21 (5.69%) Jenkins
2 21 (5.69%) JIRA
3 18 (4.88%) Subversion
4 12 (3.25%) Maven
5 11 (2.98%) Jasmine
5 11 (2.98%) JUnit
6 10 (2.71%) Gerrit
6 10 (2.71%) Grunt
6 10 (2.71%) Selenium
7 5 (1.36%) Talend Open Studio
8 3 (0.81%) Apache Continuum
8 3 (0.81%) Bitbucket
8 3 (0.81%) TeamCity
8 3 (0.81%) Visual Studio
9 1 (0.27%) Artifactory
9 1 (0.27%) Hudson
9 1 (0.27%) RStudio
9 1 (0.27%) Team Foundation Server
9 1 (0.27%) Vagrant
General
1 79 (21.41%) Finance
2 38 (10.30%) Marketing
3 23 (6.23%) Retail
4 20 (5.42%) Banking
5 13 (3.52%) Legal
5 13 (3.52%) Telecoms
6 8 (2.17%) Advertising
7 7 (1.90%) Electronics
7 7 (1.90%) Games
7 7 (1.90%) Investment Banking
7 7 (1.90%) Manufacturing
8 3 (0.81%) Back Office
9 2 (0.54%) Automotive
9 2 (0.54%) Front Office
10 1 (0.27%) Corporate Banking
10 1 (0.27%) Financial Institution
10 1 (0.27%) Music Industry
Job Titles
1 110 (29.81%) Developer
2 94 (25.47%) Architect
3 79 (21.41%) Data Architect
4 75 (20.33%) Big Data Architect
5 56 (15.18%) Data Engineer
6 49 (13.28%) Big Data Engineer
7 43 (11.65%) Consultant
8 40 (10.84%) Java Developer
9 38 (10.30%) Data Consultant
10 35 (9.49%) Data Scientist
11 34 (9.21%) Big Data Developer
12 32 (8.67%) Big Data Consultant
13 29 (7.86%) Hadoop Developer
14 27 (7.32%) Senior Developer
15 25 (6.78%) Hadoop Architect
16 24 (6.50%) Hadoop Engineer
17 20 (5.42%) Software Engineer
18 19 (5.15%) Java Engineer
18 19 (5.15%) Senior Java Developer
19 15 (4.07%) Lead Developer
Libraries, Frameworks & Software Standards
1 102 (27.64%) Web Services
2 46 (12.47%) Kafka
3 42 (11.38%) J2EE
3 42 (11.38%) Spring
4 34 (9.21%) .NET
5 24 (6.50%) AngularJS
6 20 (5.42%) XML
7 18 (4.88%) HTML
8 17 (4.61%) CSS
8 17 (4.61%) jQuery
9 14 (3.79%) Java EE
9 14 (3.79%) Spark Streaming
10 13 (3.52%) JSON
11 12 (3.25%) .NET Framework
11 12 (3.25%) Django
11 12 (3.25%) Node.js
11 12 (3.25%) RabbitMQ
12 10 (2.71%) Apache Avro
12 10 (2.71%) REST
13 8 (2.17%) ASP.NET Web API
Miscellaneous
1 42 (11.38%) Algorithms
1 42 (11.38%) Computer Science
2 39 (10.57%) Analytical Skills
3 16 (4.34%) Management Information System
4 12 (3.25%) Fintech
5 9 (2.44%) Credit Risk
6 8 (2.17%) Enterprise Software
7 7 (1.90%) Clustering
7 7 (1.90%) User Experience
8 6 (1.63%) Mobile App
8 6 (1.63%) Virtual Team
9 4 (1.08%) Client/Server
9 4 (1.08%) Data Centre
9 4 (1.08%) Data Structures
9 4 (1.08%) Smartphone
9 4 (1.08%) Wiki
10 3 (0.81%) Blog
10 3 (0.81%) Data Protection Act
10 3 (0.81%) Mainframe
10 3 (0.81%) Social Media
Operating Systems
1 94 (25.47%) Linux
2 37 (10.03%) Unix
3 12 (3.25%) Windows
4 3 (0.81%) Android
4 3 (0.81%) Apple iOS
4 3 (0.81%) Red Hat Enterprise Linux
5 1 (0.27%) Solaris
Processes & Methodologies
1 157 (42.55%) Agile Software Development
2 145 (39.30%) Analytics
3 119 (32.25%) Business Intelligence
4 61 (16.53%) ETL
5 52 (14.09%) Data Modelling
6 51 (13.82%) Machine Learning
7 41 (11.11%) Software Engineering
8 37 (10.03%) Data Analytics
8 37 (10.03%) Scrum
9 35 (9.49%) TDD
10 34 (9.21%) OO
11 33 (8.94%) Mathematics
12 31 (8.40%) Open Source
13 30 (8.13%) Visualisation
14 28 (7.59%) Continuous Integration
14 28 (7.59%) Data Management
15 24 (6.50%) Mentoring
16 23 (6.23%) Data Architecture
17 21 (5.69%) Data Visualisation
18 20 (5.42%) DevOps
Programming Languages
1 234 (63.41%) Java
2 167 (45.26%) Python
3 126 (34.15%) SQL
4 78 (21.14%) Scala
5 68 (18.43%) R
6 37 (10.03%) JavaScript
7 28 (7.59%) Ruby
8 21 (5.69%) C#
8 21 (5.69%) C++
9 20 (5.42%) C
10 18 (4.88%) Perl
11 17 (4.61%) PHP
12 13 (3.52%) Shell Script
13 9 (2.44%) PL/SQL
14 8 (2.17%) Bash Shell
15 7 (1.90%) Elixir
15 7 (1.90%) GraphQL
15 7 (1.90%) JSX
15 7 (1.90%) MATLAB
16 4 (1.08%) T-SQL
Qualifications
1 59 (15.99%) Degree
2 15 (4.07%) PhD
3 9 (2.44%) Security Cleared
4 4 (1.08%) CISM
4 4 (1.08%) CISSP
4 4 (1.08%) DV Cleared
5 3 (0.81%) CISA
6 2 (0.54%) AWS Certification
6 2 (0.54%) MCSD
6 2 (0.54%) Microsoft Certification
6 2 (0.54%) Oracle Certification
6 2 (0.54%) Postgraduate
6 2 (0.54%) SC Cleared
Quality Assurance & Compliance
1 11 (2.98%) Data Quality
2 3 (0.81%) MiFID
2 3 (0.81%) QA
3 2 (0.54%) ISO/IEC 27001
3 2 (0.54%) PCI DSS
System Software
1 90 (24.39%) HDFS
2 68 (18.43%) Apache Flume
3 26 (7.05%) Apache ZooKeeper
4 6 (1.63%) Active Directory
4 6 (1.63%) Docker
5 2 (0.54%) VMware Infrastructure
5 2 (0.54%) Xen
Systems Management
1 39 (10.57%) Oozie
2 35 (9.49%) Puppet
3 18 (4.88%) Opscode Chef
4 16 (4.34%) Hadoop YARN
5 14 (3.79%) Ansible
6 8 (2.17%) Ambari
7 4 (1.08%) Terraform
8 3 (0.81%) Nagios
9 2 (0.54%) Graphite
9 2 (0.54%) QRadar
10 1 (0.27%) Ganglia
Vendors
1 47 (12.74%) Tableau
2 32 (8.67%) Hortonworks
3 31 (8.40%) Cloudera
4 30 (8.13%) Oracle
5 28 (7.59%) Microsoft
5 28 (7.59%) TIBCO
6 15 (4.07%) Google
7 14 (3.79%) Facebook
8 12 (3.25%) Cognos
8 12 (3.25%) MapR
9 9 (2.44%) SAP
9 9 (2.44%) Twitter
10 8 (2.17%) Teradata
11 7 (1.90%) Red Hat
12 5 (1.36%) Talend
13 4 (1.08%) IBM
13 4 (1.08%) Informatica
13 4 (1.08%) MicroStrategy
13 4 (1.08%) SaltStack
13 4 (1.08%) Vertica
London
ClearCube Consulting
Salary: Up to £70,000 per annum + Benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: Yesterday
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: Yesterday
City, London
Oliver Bernard
Salary: £95000 - £105000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £45,000 - circa £85,000
Posted: 2 days ago
London
TLP Consultancy Ltd.
Salary: £75000 - £80000 per annum + Package
Posted: Yesterday
London
Churchill Frank
Salary: £90000 - £150000 per annum + Bonus + Equity
Posted: 6 days ago
Staines
Centrica
Salary: Competitive plus benefits
Posted: 3 days ago
Chester, Cheshire
Searchability
Salary: £50000 - £65000 per annum + benefits
Posted: 4 days ago
Bedfordshire
Churchill Frank
Salary: £60000 - £70000 per annum + bonus
Posted: 9 days ago
Norfolk
Churchill Frank
Salary: £60000 - £70000 per annum + bonus
Posted: 9 days ago
Central London / West End
Deanslist Limited
Salary: From £45,000 to £60,000 per annum + Stock options + Benefits
Posted: 2 days ago
London
Venturi
Salary: £60000.00 - £90000.00 per annum + Bonus & Benefits
Posted: 10 days ago
City of London
Hays London City Cheapside
Salary: £140000.00 - £160000.00 per annum
Posted: 17 days ago
Leeds
BAE SYSTEMS
Salary: Competitive + Benefits
Posted: 13 days ago