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

3 months to
18 Jan 2017
Same period 2016 Same period 2015
MapReduce
UK / England
Rank 624 699 706
Rank change year-on-year
+75 +7
Permanent jobs citing MapReduce 200 199 226
As % of all permanent IT jobs located in England 0.25% 0.21% 0.23%
As % of the Processes & Methodologies category 0.29% 0.24% 0.27%
Number of salaries quoted 172 146 193
Median salary £70,000 £70,000 £67,500
Median salary % change year-on-year
- +3.70%
90% offered a salary of more than £50,000 £47,500 £45,000
10% offered a salary of more than £95,000 £105,000 £87,500
UK excluding London median salary £65,000 £57,500 £50,500
% change year-on-year
+13.04% +13.86%

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
69474 82049 82909
As % of all permanent IT jobs located in England 88.16% 87.73% 86.04%
Number of salaries quoted 57643 69032 68875
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £77,500
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 18 January 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 18 January 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 +54 130 £70,000 -12.50% 29
South East +86 52 £72,500 +18.36% 4
South West - 8 £65,000 - 1
North West -12 7 £40,000 -60.00% 4
East of England +27 2 £57,500 -8.00% 1
West Midlands -22 1 £77,500 +34.78%
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 18 January 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.

1 336 (84.63%) Hadoop
2 332 (83.63%) Big Data
3 240 (60.45%) Java
4 228 (57.43%) Apache Spark
5 182 (45.84%) Apache Hive
6 170 (42.82%) Python
7 164 (41.31%) Agile Software Development
8 161 (40.55%) Analytics
9 149 (37.53%) HBase
10 148 (37.28%) SQL
11 147 (37.03%) Apache Pig
12 138 (34.76%) Business Intelligence
13 116 (29.22%) NoSQL
14 104 (26.20%) Amazon AWS
15 101 (25.44%) Linux
16 97 (24.43%) Scala
17 93 (23.43%) Web Services
18 90 (22.67%) Apache Cassandra
19 87 (21.91%) HDFS
20 86 (21.66%) MongoDB
21 82 (20.65%) Finance
22 76 (19.14%) R
23 71 (17.88%) ETL
24 69 (17.38%) Apache Flume
25 66 (16.62%) Data Modelling
26 64 (16.12%) Degree
27 63 (15.87%) Data Warehouse
28 60 (15.11%) Apache
29 59 (14.86%) SQL Server
29 59 (14.86%) Machine Learning

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
1 228 (57.43%) Apache Spark
2 147 (37.03%) Apache Pig
3 60 (15.11%) Apache
4 41 (10.33%) SAS
5 31 (7.81%) Elasticsearch
6 16 (4.03%) Apache Solr
7 15 (3.78%) Confluence
8 3 (0.76%) ArcGIS
8 3 (0.76%) IIS
8 3 (0.76%) OpenStack
8 3 (0.76%) Oracle SOA Suite
8 3 (0.76%) SharePoint
9 2 (0.50%) Alfresco
9 2 (0.50%) Documentum
9 2 (0.50%) JBoss
9 2 (0.50%) Oracle Coherence
10 1 (0.25%) Apache Airflow
10 1 (0.25%) Luigi
10 1 (0.25%) MS Exchange
10 1 (0.25%) Skype for Business
Applications
1 14 (3.53%) SPSS
2 7 (1.76%) MS Excel
3 3 (0.76%) Stata
Business Applications
1 3 (0.76%) SAP Oil and Gas
2 1 (0.25%) SAP ERP
Cloud Services
1 104 (26.20%) Amazon AWS
2 37 (9.32%) Amazon EMR
3 22 (5.54%) GitHub
4 21 (5.29%) Amazon EC2
5 15 (3.78%) Microsoft Azure
6 13 (3.27%) Cloud Computing
7 11 (2.77%) Amazon S3
8 8 (2.02%) Google Cloud Platform
9 6 (1.51%) Amazon SQS
10 4 (1.01%) Amazon Kinesis
10 4 (1.01%) AWS Data Pipeline
10 4 (1.01%) SaaS
11 1 (0.25%) Amazon CloudWatch
11 1 (0.25%) AWS CloudFormation
11 1 (0.25%) AWS CloudTrail
11 1 (0.25%) AWS Elastic Beanstalk
11 1 (0.25%) Google Compute Engine
11 1 (0.25%) IaaS
11 1 (0.25%) iTunes
11 1 (0.25%) Virtual Private Cloud
Communications & Networking
1 12 (3.02%) HTTP
2 10 (2.52%) Kerberos
3 7 (1.76%) LDAP
4 3 (0.76%) Internet
5 2 (0.50%) DNS
5 2 (0.50%) FTP
5 2 (0.50%) tcpdump
5 2 (0.50%) Wireshark
6 1 (0.25%) Firewall
6 1 (0.25%) IPsec
6 1 (0.25%) MQTT
Database & Business Intelligence
1 336 (84.63%) Hadoop
2 332 (83.63%) Big Data
3 182 (45.84%) Apache Hive
4 149 (37.53%) HBase
5 116 (29.22%) NoSQL
6 90 (22.67%) Apache Cassandra
7 86 (21.66%) MongoDB
8 63 (15.87%) Data Warehouse
9 59 (14.86%) SQL Server
10 55 (13.85%) Sqoop
11 46 (11.59%) Impala
12 41 (10.33%) Relational Database
13 36 (9.07%) Neo4j
14 35 (8.82%) Pentaho
15 32 (8.06%) Amazon Redshift
16 28 (7.05%) Redis
17 26 (6.55%) PostgreSQL
17 26 (6.55%) RDBMS
18 24 (6.05%) Data Mining
19 22 (5.54%) MySQL
Development Applications
1 37 (9.32%) Git (software)
2 26 (6.55%) Jenkins
3 24 (6.05%) JIRA
4 17 (4.28%) Subversion
5 16 (4.03%) Jasmine
6 15 (3.78%) Maven
7 13 (3.27%) JUnit
8 10 (2.52%) Gerrit
8 10 (2.52%) Grunt
8 10 (2.52%) Selenium
9 6 (1.51%) Vagrant
10 5 (1.26%) Talend Open Studio
11 4 (1.01%) TeamCity
12 3 (0.76%) Apache Continuum
12 3 (0.76%) Bitbucket
12 3 (0.76%) Visual Studio
13 1 (0.25%) Artifactory
13 1 (0.25%) Gradle
13 1 (0.25%) Hudson
13 1 (0.25%) Team Foundation Server
General
1 82 (20.65%) Finance
2 45 (11.34%) Marketing
3 23 (5.79%) Retail
4 19 (4.79%) Banking
5 13 (3.27%) Telecoms
6 11 (2.77%) Advertising
6 11 (2.77%) Games
6 11 (2.77%) Legal
7 8 (2.02%) Manufacturing
8 6 (1.51%) Electronics
8 6 (1.51%) Investment Banking
9 5 (1.26%) Front Office
10 3 (0.76%) Back Office
11 2 (0.50%) Automotive
12 1 (0.25%) Corporate Banking
12 1 (0.25%) Financial Institution
12 1 (0.25%) Music Industry
Job Titles
1 129 (32.49%) Developer
2 99 (24.94%) Architect
3 82 (20.65%) Data Architect
4 79 (19.90%) Big Data Architect
5 48 (12.09%) Consultant
5 48 (12.09%) Data Engineer
6 44 (11.08%) Java Developer
7 43 (10.83%) Big Data Engineer
7 43 (10.83%) Data Consultant
8 40 (10.08%) Big Data Developer
8 40 (10.08%) Data Scientist
9 37 (9.32%) Hadoop Developer
10 34 (8.56%) Big Data Consultant
11 31 (7.81%) Hadoop Architect
12 26 (6.55%) Senior Developer
13 20 (5.04%) Software Engineer
14 18 (4.53%) Hadoop Engineer
14 18 (4.53%) Java Engineer
15 17 (4.28%) Scala Developer
16 16 (4.03%) AWS Architect
Libraries, Frameworks & Software Standards
1 93 (23.43%) Web Services
2 49 (12.34%) Kafka
3 42 (10.58%) Spring
4 38 (9.57%) J2EE
5 31 (7.81%) .NET
6 23 (5.79%) AngularJS
7 22 (5.54%) HTML
7 22 (5.54%) XML
8 19 (4.79%) JSON
9 17 (4.28%) CSS
9 17 (4.28%) jQuery
9 17 (4.28%) RabbitMQ
9 17 (4.28%) Spark Streaming
10 13 (3.27%) Hibernate
11 12 (3.02%) Java EE
11 12 (3.02%) REST
12 11 (2.77%) Django
12 11 (2.77%) Node.js
13 10 (2.52%) Apache Avro
13 10 (2.52%) Haml
Miscellaneous
1 54 (13.60%) Algorithms
2 47 (11.84%) Computer Science
3 43 (10.83%) Analytical Skills
4 34 (8.56%) Visualisation
5 31 (7.81%) Mathematics
6 25 (6.30%) Statistics
7 17 (4.28%) Management Information System
8 11 (2.77%) Data Integration
8 11 (2.77%) Fintech
9 9 (2.27%) Credit Risk
10 8 (2.02%) Artificial Intelligence
10 8 (2.02%) Wiki
10 8 (2.02%) Xbox
11 7 (1.76%) Data Extraction
11 7 (1.76%) Enterprise Software
12 6 (1.51%) Clustering
12 6 (1.51%) Data Centre
12 6 (1.51%) User Experience
13 5 (1.26%) Data Protection Act
13 5 (1.26%) Mobile App
Operating Systems
1 101 (25.44%) Linux
2 37 (9.32%) Unix
3 10 (2.52%) Windows
4 3 (0.76%) Red Hat Enterprise Linux
5 2 (0.50%) Android
5 2 (0.50%) Apple iOS
Processes & Methodologies
1 164 (41.31%) Agile Software Development
2 161 (40.55%) Analytics
3 138 (34.76%) Business Intelligence
4 71 (17.88%) ETL
5 66 (16.62%) Data Modelling
6 59 (14.86%) Machine Learning
7 54 (13.60%) Software Engineering
8 47 (11.84%) Data Analytics
8 47 (11.84%) Scrum
9 44 (11.08%) OO
10 42 (10.58%) Open Source
11 40 (10.08%) TDD
12 30 (7.56%) Data Management
13 28 (7.05%) Continuous Integration
14 25 (6.30%) Mentoring
15 24 (6.05%) Data Visualisation
16 22 (5.54%) BDD
16 22 (5.54%) Business Development
17 21 (5.29%) Requirements Analysis
17 21 (5.29%) SDLC
Programming Languages
1 240 (60.45%) Java
2 170 (42.82%) Python
3 148 (37.28%) SQL
4 97 (24.43%) Scala
5 76 (19.14%) R
6 36 (9.07%) JavaScript
7 33 (8.31%) Ruby
8 23 (5.79%) C++
9 21 (5.29%) PHP
9 21 (5.29%) Shell Script
10 20 (5.04%) C
10 20 (5.04%) C#
11 17 (4.28%) Perl
12 11 (2.77%) PL/SQL
13 10 (2.52%) Elixir
13 10 (2.52%) GraphQL
13 10 (2.52%) JSX
14 9 (2.27%) Bash Shell
15 8 (2.02%) T-SQL
16 7 (1.76%) MATLAB
Qualifications
1 64 (16.12%) Degree
2 18 (4.53%) PhD
3 14 (3.53%) Security Cleared
4 4 (1.01%) DV Cleared
5 3 (0.76%) CISM
5 3 (0.76%) CISSP
5 3 (0.76%) SC Cleared
6 2 (0.50%) CISA
7 1 (0.25%) AWS Certification
7 1 (0.25%) MCSD
7 1 (0.25%) Microsoft Certification
7 1 (0.25%) Oracle Certification
Quality Assurance & Compliance
1 8 (2.02%) Data Quality
2 3 (0.76%) QA
3 2 (0.50%) MiFID
4 1 (0.25%) ISO/IEC 27001
4 1 (0.25%) PCI DSS
System Software
1 87 (21.91%) HDFS
2 69 (17.38%) Apache Flume
3 29 (7.30%) Apache ZooKeeper
4 3 (0.76%) Active Directory
5 2 (0.50%) Docker
6 1 (0.25%) GPFS
6 1 (0.25%) VMware Infrastructure
6 1 (0.25%) Xen
Systems Management
1 43 (10.83%) Puppet
2 36 (9.07%) Oozie
3 26 (6.55%) Hadoop YARN
4 23 (5.79%) Opscode Chef
5 14 (3.53%) Ansible
6 7 (1.76%) Ambari
6 7 (1.76%) Graphite
7 6 (1.51%) Terraform
8 3 (0.76%) Nagios
9 2 (0.50%) QRadar
10 1 (0.25%) Ganglia
10 1 (0.25%) Salt
10 1 (0.25%) ZABBIX
Vendors
1 56 (14.11%) Tableau
2 40 (10.08%) Cloudera
3 38 (9.57%) Hortonworks
4 30 (7.56%) Microsoft
5 29 (7.30%) Oracle
6 26 (6.55%) TIBCO
7 17 (4.28%) Facebook
7 17 (4.28%) Google
8 16 (4.03%) Cognos
8 16 (4.03%) MapR
9 13 (3.27%) Netezza
9 13 (3.27%) Vertica
10 12 (3.02%) Twitter
11 11 (2.77%) MicroStrategy
12 8 (2.02%) SaltStack
12 8 (2.02%) SAP
12 8 (2.02%) Teradata
13 6 (1.51%) Red Hat
14 5 (1.26%) Splunk
14 5 (1.26%) Talend
Guildford, Surrey
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 2 hours ago
Brentford, Middlesex
Client Server
Salary: £50k to £80k (multiple roles) + benefits
Posted: 22 hours ago
City, London
Oliver Bernard
Salary: £95000 - £105000 per annum
Posted: 20 hours ago
London
Computer Futures
Salary: £80000 per annum + competitive
Posted: Yesterday
Brentford
Client Server
Salary: £50k to £80k (multiple roles) + benefits
Posted: Yesterday
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 22 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 22 hours ago
London
ClearCube Consulting
Salary: From £60,000 to £75,000 per annum + Benefits
Posted: Yesterday
London
Initi8 Recruitment
Salary: £70000 - £83000 Per Annum
Posted: 20 hours ago
London
ClearCube Consulting
Salary: From £70,000 to £150,000 per annum Uncapped Salary depending on exp
Posted: Yesterday
London
ClearCube Consulting
Salary: From £75,000 to £85,000 per annum + Benefits
Posted: Yesterday
London
Network Compucare
Salary: £60,000 - £75,000 per year
Posted: 2 days ago
London
ClearCube Consulting
Salary: From £50,000 to £65,000 per annum
Posted: Yesterday
London
ClearCube Consulting
Salary: From £40,000 to £50,000 per annum + Benefits/Career Progression
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
Gloucester, Gloucestershire
Informatiq Consulting
Posted: 3 days ago
London
Salt
Salary: £70000.00 - £80000.00 per annum + benefits
Posted: 5 days ago
Hampshire
Acumin
Salary: Up to £55,000 per annum DOE
Posted: 5 days ago
London
Computer Futures
Salary: £80000 per annum + competitive
Posted: 6 days ago
Romsey, Hampshire
DCV Technologies
Posted: 6 days ago
London
Churchill Frank
Salary: £55000 - £80000 per annum
Posted: 5 days ago
Greater Manchester
ANSON MCCADE
Salary: £80,000-£100,000
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £80,000-£100,000
Posted: 4 days ago
London
Computer Futures
Salary: competitive
Posted: 6 days ago
London
Venturi
Salary: £75000 - £90000 per annum + Bonus + Benefits
Posted: 9 days ago
London
Churchill Frank
Salary: £100000 per annum
Posted: 8 days ago
London
Client Server
Salary: £50k to £80k (multiple roles) + benefits
Posted: 12 days ago
Cambridge
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 13 days ago
Staines
Centrica
Salary: Competitive + benefits
Posted: 12 days ago