The table below looks at the statistics for MapReduce skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited MapReduce over the 3 months to 6 May 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
6 May 2016
Same period 2015 Same period 2014
MapReduce
Rank 530 524 542
Rank change year-on-year
-6 +18
Contract jobs citing MapReduce 107 89 49
As % of all contract IT jobs located in England 0.21% 0.18% 0.098%
As % of the Processes & Methodologies category 0.26% 0.22% 0.13%
Number of daily rates quoted 65 66 35
Median daily rate £550 £550 £525
Median daily rate % change year-on-year
- +4.76%
90% offered a daily rate of more than £469 £440 £450
10% offered a daily rate of more than £800 £738 £815
UK excluding London median daily rate £420 £500 £600
% change year-on-year
-16.00% -16.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
MapReduce
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the England region.

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
41611 40093 38816
As % of all contract IT jobs located in England 81.63% 79.03% 77.98%
Number of daily rates quoted 27834 25415 24688
Median daily rate £450 £415 £400
Median daily rate % change year-on-year
+8.43% +3.75%
90% offered a daily rate of more than £300 £283 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 908 1174 1149
Median hourly rate £30.00 £29.00 £30.00
Median hourly rate % change year-on-year
+3.44% -3.33%
90% offered a hourly rate of more than £12.75 £12.35 £12.50
10% offered a hourly rate of more than £47.50 £47.88 £50.00
UK excluding London median hourly rate £36.00 £30.00 £30.50
% change year-on-year
+20.00% -1.63%

MapReduce
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing MapReduce as a proportion of all IT contracts with a match in the Processes & Methodologies category.

MapReduce Jobs Demand Trend in England

MapReduce
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing MapReduce across the England region.

MapReduce Daily Rate Trend in England

MapReduce
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing MapReduce across the England region over the 3 months to 6 May 2016.

MapReduce Daily Rate Histogram in England

MapReduce
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing MapReduce across the England region.

MapReduce Hourly Rate Trend in England

MapReduce
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MapReduce within the England region over the 3 months to 6 May 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +15 86 £550 -4.34% 20
South East -19 7 £500 -4.76% 4
North West -16 5 £550 +10.00%
East of England +9 4 - -
South West - 3 £403 - 2
East Midlands +8 1 £270 - 1
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 6 May 2016, IT contractor jobs citing MapReduce also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region with a requirement for MapReduce.

1 153 (81.82%) Hadoop
2 124 (66.31%) Big Data
3 115 (61.50%) Apache Hive
4 105 (56.15%) Java
5 84 (44.92%) Apache Spark
6 64 (34.22%) Python
6 64 (34.22%) Apache Pig
7 61 (32.62%) HBase
8 57 (30.48%) Analytics
9 54 (28.88%) NoSQL
9 54 (28.88%) Scala
10 47 (25.13%) SQL
11 43 (22.99%) HDFS
12 42 (22.46%) Apache Flume
13 41 (21.93%) Agile Software Development
14 40 (21.39%) Apache Cassandra
15 34 (18.18%) Finance
15 34 (18.18%) Data Modelling
16 33 (17.65%) MongoDB
17 32 (17.11%) Kafka
17 32 (17.11%) Analytical Skills
17 32 (17.11%) Linux
18 31 (16.58%) Business Intelligence
19 29 (15.51%) Cloudera
20 28 (14.97%) ETL
21 27 (14.44%) Amazon AWS
22 26 (13.90%) Web Services
22 26 (13.90%) Hortonworks
23 24 (12.83%) Oozie
24 23 (12.30%) Sqoop

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 84 (44.92%) Apache Spark
2 64 (34.22%) Apache Pig
3 12 (6.42%) Node.js
3 12 (6.42%) SAS
4 6 (3.21%) Apache
5 4 (2.14%) Apache Solr
5 4 (2.14%) Elasticsearch
5 4 (2.14%) JBoss
6 3 (1.60%) Oracle Coherence
6 3 (1.60%) SharePoint
7 2 (1.07%) Confluence
7 2 (1.07%) WebLogic
8 1 (0.53%) Oracle Service Bus
Applications
1 5 (2.67%) Weka
2 2 (1.07%) MS Excel
2 2 (1.07%) SPSS
3 1 (0.53%) Stata
Cloud Services
1 27 (14.44%) Amazon AWS
2 17 (9.09%) Amazon EMR
3 4 (2.14%) Cloud Computing
3 4 (2.14%) Google App Engine
3 4 (2.14%) Google Cloud Platform
4 2 (1.07%) Amazon CloudWatch
4 2 (1.07%) Amazon EC2
4 2 (1.07%) Amazon Kinesis
4 2 (1.07%) AWS CloudFormation
4 2 (1.07%) AWS CloudTrail
4 2 (1.07%) AWS Lambda
4 2 (1.07%) GitHub
4 2 (1.07%) Route 53
5 1 (0.53%) Amazon S3
5 1 (0.53%) PaaS
5 1 (0.53%) Virtual Private Cloud
Communications & Networking
1 4 (2.14%) PuTTY
2 2 (1.07%) Firewall
2 2 (1.07%) Kerberos
2 2 (1.07%) OpenVPN
3 1 (0.53%) Internet
3 1 (0.53%) Wireshark
Database & Business Intelligence
1 153 (81.82%) Hadoop
2 124 (66.31%) Big Data
3 115 (61.50%) Apache Hive
4 61 (32.62%) HBase
5 54 (28.88%) NoSQL
6 40 (21.39%) Apache Cassandra
7 33 (17.65%) MongoDB
8 23 (12.30%) Sqoop
9 22 (11.76%) Impala
10 21 (11.23%) Relational Database
11 15 (8.02%) Pentaho
12 12 (6.42%) Data Mining
12 12 (6.42%) SQL Server
13 11 (5.88%) Data Warehouse
13 11 (5.88%) RDBMS
14 9 (4.81%) Neo4j
15 8 (4.28%) MySQL
16 7 (3.74%) DataStax
16 7 (3.74%) PostgreSQL
16 7 (3.74%) SAP HANA
Development Applications
1 8 (4.28%) JIRA
2 7 (3.74%) Jenkins
2 7 (3.74%) Talend Open Studio
3 6 (3.21%) Atlassian Bamboo
4 5 (2.67%) Git (software)
5 4 (2.14%) Bugzilla
5 4 (2.14%) Hudson
5 4 (2.14%) Subversion
6 2 (1.07%) GitLab
7 1 (0.53%) Eclipse
7 1 (0.53%) JMeter
7 1 (0.53%) JUnit
7 1 (0.53%) LoadRunner
7 1 (0.53%) Maven
7 1 (0.53%) Mockito
7 1 (0.53%) NeoLoad
7 1 (0.53%) Rational Performance Tester
7 1 (0.53%) RStudio
7 1 (0.53%) SilkPerformer
7 1 (0.53%) Visual Studio
General
1 34 (18.18%) Finance
2 16 (8.56%) Banking
3 10 (5.35%) Investment Banking
4 5 (2.67%) Front Office
4 5 (2.67%) Retail
5 4 (2.14%) Back Office
6 3 (1.60%) Telecoms
7 2 (1.07%) Financial Institution
7 2 (1.07%) Publishing
8 1 (0.53%) Games
Job Titles
1 76 (40.64%) Developer
2 44 (23.53%) Architect
3 31 (16.58%) Hadoop Developer
4 27 (14.44%) Data Architect
5 26 (13.90%) Big Data Developer
6 22 (11.76%) Hadoop Engineer
7 21 (11.23%) Big Data Architect
7 21 (11.23%) Hadoop Architect
8 20 (10.70%) Data Engineer
9 17 (9.09%) Java Developer
10 16 (8.56%) Big Data Engineer
11 11 (5.88%) NoSQL Developer
12 10 (5.35%) Consultant
12 10 (5.35%) Java Hadoop Developer
13 9 (4.81%) Apache Spark Developer
14 8 (4.28%) Data Scientist
14 8 (4.28%) MongoDB Developer
15 7 (3.74%) Hadoop Consultant
15 7 (3.74%) Python Developer
15 7 (3.74%) Senior Developer
Libraries, Frameworks & Software Standards
1 32 (17.11%) Kafka
2 26 (13.90%) Web Services
3 22 (11.76%) JSON
4 13 (6.95%) Spring
5 12 (6.42%) Apache Avro
5 12 (6.42%) RESTful
6 11 (5.88%) Cascading
7 8 (4.28%) XML
8 7 (3.74%) Hibernate
8 7 (3.74%) REST
9 5 (2.67%) Akka
9 5 (2.67%) HTML
9 5 (2.67%) HTML5
10 4 (2.14%) FIX Protocol
10 4 (2.14%) FpML
10 4 (2.14%) JDBC
10 4 (2.14%) ODBC
10 4 (2.14%) Spark Streaming
10 4 (2.14%) Struts
10 4 (2.14%) Swing
Miscellaneous
1 32 (17.11%) Analytical Skills
2 14 (7.49%) Algorithms
3 7 (3.74%) Enterprise Software
3 7 (3.74%) Fintech
4 6 (3.21%) Visualisation
5 5 (2.67%) Statistics
6 4 (2.14%) Computer Science
6 4 (2.14%) Data Centre
6 4 (2.14%) Fixed Income
6 4 (2.14%) iSeries
6 4 (2.14%) Replication
7 3 (1.60%) Management Information System
8 2 (1.07%) Clustering
8 2 (1.07%) Credit Risk
8 2 (1.07%) Data Structures
8 2 (1.07%) Neural Network
8 2 (1.07%) Security Operations Centre
9 1 (0.53%) Blockchain
9 1 (0.53%) Data Integration
9 1 (0.53%) Hedge funds
Operating Systems
1 32 (17.11%) Linux
2 16 (8.56%) Unix
3 12 (6.42%) Windows
4 6 (3.21%) Red Hat Enterprise Linux
5 4 (2.14%) Windows Server 2008
6 2 (1.07%) Debian
6 2 (1.07%) Windows 7
6 2 (1.07%) Windows Server
6 2 (1.07%) Windows Server 2012
7 1 (0.53%) CentOS
7 1 (0.53%) Solaris
7 1 (0.53%) Windows 10
7 1 (0.53%) Windows 2000
7 1 (0.53%) Windows XP
Processes & Methodologies
1 57 (30.48%) Analytics
2 41 (21.93%) Agile Software Development
3 34 (18.18%) Data Modelling
4 31 (16.58%) Business Intelligence
5 28 (14.97%) ETL
6 21 (11.23%) Data Analytics
7 18 (9.63%) Data Analysis
8 16 (8.56%) Machine Learning
8 16 (8.56%) Open Source
8 16 (8.56%) TDD
9 13 (6.95%) Software Engineering
10 10 (5.35%) Continuous Integration
10 10 (5.35%) OO
10 10 (5.35%) Presales
10 10 (5.35%) Scrum
11 9 (4.81%) Big Data Analytics
11 9 (4.81%) Functional Programming
12 8 (4.28%) Data Architecture
12 8 (4.28%) E-Commerce
12 8 (4.28%) SOA
Programming Languages
1 105 (56.15%) Java
2 64 (34.22%) Python
3 54 (28.88%) Scala
4 47 (25.13%) SQL
5 23 (12.30%) R
6 15 (8.02%) JavaScript
7 9 (4.81%) C++
7 9 (4.81%) Shell Script
8 8 (4.28%) C
9 7 (3.74%) C#
10 5 (2.67%) Bash Shell
11 4 (2.14%) HiveQL
12 3 (1.60%) Perl
12 3 (1.60%) PHP
12 3 (1.60%) Ruby
13 2 (1.07%) Pig Latin
13 2 (1.07%) PowerShell
13 2 (1.07%) VBA
14 1 (0.53%) JAQL
14 1 (0.53%) sed
Qualifications
1 14 (7.49%) Security Cleared
2 7 (3.74%) DV Cleared
3 6 (3.21%) Degree
4 4 (2.14%) ISEB
4 4 (2.14%) ISTQB
4 4 (2.14%) SC Cleared
Quality Assurance & Compliance
1 12 (6.42%) QA
2 8 (4.28%) Data Quality
System Software
1 43 (22.99%) HDFS
2 42 (22.46%) Apache Flume
3 5 (2.67%) GridGain
4 4 (2.14%) Docker
5 2 (1.07%) Active Directory
5 2 (1.07%) Apache ZooKeeper
5 2 (1.07%) VMware ESXi
5 2 (1.07%) VMware Infrastructure
5 2 (1.07%) vSphere
6 1 (0.53%) Squid
Systems Management
1 24 (12.83%) Oozie
2 9 (4.81%) Puppet
3 8 (4.28%) Hadoop YARN
4 7 (3.74%) Opscode Chef
5 6 (3.21%) Ambari
6 4 (2.14%) Ansible
7 2 (1.07%) ArcSight ESM
7 2 (1.07%) Backup Exec
7 2 (1.07%) Nessus
7 2 (1.07%) Rundeck
7 2 (1.07%) Symantec Endpoint Protection
7 2 (1.07%) WSUS
8 1 (0.53%) Ganglia
8 1 (0.53%) HP Quality Center
8 1 (0.53%) Nagios
8 1 (0.53%) Perfmon
Vendors
1 29 (15.51%) Cloudera
2 26 (13.90%) Hortonworks
3 21 (11.23%) Oracle
4 8 (4.28%) Informatica
5 7 (3.74%) SAP
5 7 (3.74%) Talend
6 6 (3.21%) IBM
6 6 (3.21%) Splunk
6 6 (3.21%) Teradata
7 5 (2.67%) Greenplum
8 4 (2.14%) HP
8 4 (2.14%) SaltStack
9 3 (1.60%) AppDynamics
9 3 (1.60%) Google
9 3 (1.60%) Platfora
10 2 (1.07%) ArcSight
10 2 (1.07%) Atlassian
10 2 (1.07%) Qualys
10 2 (1.07%) Tableau
10 2 (1.07%) VMware
London
Oliver Bernard
Rate: £450 - £500 per day
Posted: 3 days ago