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 28 July 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
28 Jul 2016
Same period 2015 Same period 2014
MapReduce
Rank 557 531 511
Rank change year-on-year
-26 -20
Contract jobs citing MapReduce 79 90 84
As % of all contract IT jobs located in England 0.16% 0.17% 0.17%
As % of the Processes & Methodologies category 0.19% 0.22% 0.22%
Number of daily rates quoted 30 50 58
Median daily rate £550 £550 £550
90% offered a daily rate of more than £400 £400 £404
10% offered a daily rate of more than £653 £650 £700
UK excluding London median daily rate £488 £400 £520
% change year-on-year
+21.87% -23.07%
Number of hourly rates quoted 0 1 0
Median hourly rate - £33.55 -
UK excluding London median hourly rate - £33.55 -
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
41454 41365 38999
As % of all contract IT jobs located in England 83.05% 80.00% 78.90%
Number of daily rates quoted 27626 27425 24650
Median daily rate £448 £420 £405
Median daily rate % change year-on-year
+6.54% +3.70%
90% offered a daily rate of more than £300 £288 £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 961 1085 1124
Median hourly rate £28.50 £27.50 £25.00
Median hourly rate % change year-on-year
+3.63% +10.00%
90% offered a hourly rate of more than £12.79 £12.50 £13.00
10% offered a hourly rate of more than £51.50 £52.19 £45.00
UK excluding London median hourly rate £30.00 £30.00 £26.98
% change year-on-year
- +11.21%

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 28 July 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 28 July 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 -13 42 £550 -2.22% 16
South East +32 29 £488 +14.70% 3
North West +5 4 - - 3
Yorkshire - 3 £563 -
South West - 1 - - 6
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 28 July 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.

1 154 (81.48%) Hadoop
2 129 (68.25%) Big Data
3 118 (62.43%) Apache Hive
4 110 (58.20%) Java
5 97 (51.32%) Apache Spark
6 80 (42.33%) Python
7 72 (38.10%) HBase
8 71 (37.57%) Apache Pig
9 66 (34.92%) Scala
10 64 (33.86%) NoSQL
11 61 (32.28%) Analytics
12 57 (30.16%) Agile Software Development
13 56 (29.63%) SQL
14 53 (28.04%) Apache Flume
15 52 (27.51%) Finance
16 48 (25.40%) Apache Cassandra
17 46 (24.34%) HDFS
18 43 (22.75%) MongoDB
19 42 (22.22%) ETL
20 41 (21.69%) Business Intelligence
21 40 (21.16%) Cloudera
22 37 (19.58%) Relational Database
23 36 (19.05%) Impala
23 36 (19.05%) Linux
24 32 (16.93%) Data Modelling
25 29 (15.34%) Analytical Skills
26 27 (14.29%) R
27 25 (13.23%) Kafka
27 25 (13.23%) Sqoop
27 25 (13.23%) Hortonworks

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 97 (51.32%) Apache Spark
2 71 (37.57%) Apache Pig
3 11 (5.82%) SAS
4 7 (3.70%) Elasticsearch
5 6 (3.17%) Apache
6 4 (2.12%) Apache Solr
7 3 (1.59%) Confluence
7 3 (1.59%) SharePoint
7 3 (1.59%) WebLogic
8 2 (1.06%) Oracle Service Bus
9 1 (0.53%) JBoss
9 1 (0.53%) Jetty
9 1 (0.53%) Oracle Coherence
Applications
1 2 (1.06%) MS Excel
1 2 (1.06%) SPSS
2 1 (0.53%) Stata
2 1 (0.53%) Weka
Business Applications
1 2 (1.06%) Cognos Business Intelligence
Cloud Services
1 24 (12.70%) Amazon AWS
2 18 (9.52%) Amazon EMR
3 3 (1.59%) Amazon CloudWatch
3 3 (1.59%) Amazon EC2
3 3 (1.59%) Amazon Kinesis
3 3 (1.59%) AWS CloudFormation
3 3 (1.59%) AWS CloudTrail
3 3 (1.59%) AWS Lambda
3 3 (1.59%) Cloud Computing
3 3 (1.59%) GitHub
3 3 (1.59%) Route 53
4 2 (1.06%) Amazon S3
4 2 (1.06%) Virtual Private Cloud
5 1 (0.53%) Google App Engine
5 1 (0.53%) Google Cloud Platform
5 1 (0.53%) Microsoft Azure
Communications & Networking
1 3 (1.59%) Kerberos
1 3 (1.59%) LDAP
1 3 (1.59%) OpenVPN
2 1 (0.53%) Firewall
2 1 (0.53%) PuTTY
2 1 (0.53%) Wireshark
Database & Business Intelligence
1 154 (81.48%) Hadoop
2 129 (68.25%) Big Data
3 118 (62.43%) Apache Hive
4 72 (38.10%) HBase
5 64 (33.86%) NoSQL
6 48 (25.40%) Apache Cassandra
7 43 (22.75%) MongoDB
8 37 (19.58%) Relational Database
9 36 (19.05%) Impala
10 25 (13.23%) Sqoop
11 19 (10.05%) SQL Server
12 18 (9.52%) Data Mining
13 14 (7.41%) Data Warehouse
14 12 (6.35%) MySQL
15 11 (5.82%) RDBMS
16 10 (5.29%) Data Lake
17 9 (4.76%) DataStax
17 9 (4.76%) Neo4j
17 9 (4.76%) PostgreSQL
18 8 (4.23%) Pentaho
Development Applications
1 7 (3.70%) Atlassian Bamboo
2 6 (3.17%) Jenkins
3 5 (2.65%) Git (software)
3 5 (2.65%) JIRA
4 4 (2.12%) Subversion
4 4 (2.12%) Talend Open Studio
5 3 (1.59%) Eclipse
5 3 (1.59%) GitLab
6 2 (1.06%) Ant
6 2 (1.06%) Gradle
6 2 (1.06%) Hudson
6 2 (1.06%) RStudio
7 1 (0.53%) Fiddler
7 1 (0.53%) JMeter
7 1 (0.53%) JUnit
7 1 (0.53%) LoadRunner
7 1 (0.53%) Maven
7 1 (0.53%) Rational Performance Tester
7 1 (0.53%) SilkPerformer
7 1 (0.53%) Visual Studio
General
1 52 (27.51%) Finance
2 18 (9.52%) Banking
3 9 (4.76%) Investment Banking
4 6 (3.17%) Front Office
4 6 (3.17%) Retail
5 4 (2.12%) Back Office
6 2 (1.06%) Financial Institution
6 2 (1.06%) Publishing
6 2 (1.06%) Telecoms
Job Titles
1 74 (39.15%) Developer
2 34 (17.99%) Hadoop Developer
3 31 (16.40%) Architect
4 26 (13.76%) Data Engineer
5 25 (13.23%) Hadoop Engineer
6 24 (12.70%) Big Data Engineer
7 22 (11.64%) Data Architect
8 21 (11.11%) Big Data Architect
8 21 (11.11%) Big Data Developer
9 14 (7.41%) Hadoop Architect
9 14 (7.41%) Java Developer
10 13 (6.88%) Consultant
11 10 (5.29%) NoSQL Developer
12 9 (4.76%) Hadoop Consultant
12 9 (4.76%) Senior Developer
13 8 (4.23%) Apache Spark Developer
13 8 (4.23%) Big Data Consultant
13 8 (4.23%) Data Consultant
13 8 (4.23%) MongoDB Developer
13 8 (4.23%) Software Engineer
Libraries, Frameworks & Software Standards
1 25 (13.23%) Kafka
2 18 (9.52%) Web Services
3 16 (8.47%) JSON
4 13 (6.88%) Spark Streaming
5 11 (5.82%) Cascading
5 11 (5.82%) XML
6 8 (4.23%) Node.js
6 8 (4.23%) REST
6 8 (4.23%) Spring
7 7 (3.70%) Apache Tez
8 5 (2.65%) J2EE
8 5 (2.65%) Java EE
9 4 (2.12%) Akka
9 4 (2.12%) FIX Protocol
9 4 (2.12%) FpML
9 4 (2.12%) JDBC
9 4 (2.12%) ODBC
9 4 (2.12%) WebHDFS
9 4 (2.12%) XSLT
10 3 (1.59%) RESTful
Miscellaneous
1 29 (15.34%) Analytical Skills
2 21 (11.11%) Algorithms
3 14 (7.41%) Enterprise Software
4 13 (6.88%) Statistics
5 7 (3.70%) Fintech
6 5 (2.65%) Data Centre
7 4 (2.12%) Fixed Income
8 3 (1.59%) Clustering
8 3 (1.59%) Data Integration
8 3 (1.59%) Replication
8 3 (1.59%) Visualisation
9 2 (1.06%) Computer Science
9 2 (1.06%) Credit Risk
9 2 (1.06%) iSeries
9 2 (1.06%) Management Information System
9 2 (1.06%) Neural Network
9 2 (1.06%) Virtual Team
10 1 (0.53%) Foreign Exchange (FX)
10 1 (0.53%) Ontologies
10 1 (0.53%) VSAM
Operating Systems
1 36 (19.05%) Linux
2 19 (10.05%) Unix
3 10 (5.29%) Windows
4 7 (3.70%) Red Hat Enterprise Linux
5 4 (2.12%) Windows Server 2008
6 3 (1.59%) Windows Server 2012
7 1 (0.53%) CentOS
7 1 (0.53%) Debian
7 1 (0.53%) Solaris
7 1 (0.53%) Ubuntu
7 1 (0.53%) Windows 10
7 1 (0.53%) Windows 2000
7 1 (0.53%) Windows 7
7 1 (0.53%) Windows Server
7 1 (0.53%) Windows XP
Processes & Methodologies
1 61 (32.28%) Analytics
2 57 (30.16%) Agile Software Development
3 42 (22.22%) ETL
4 41 (21.69%) Business Intelligence
5 32 (16.93%) Data Modelling
6 21 (11.11%) Data Architecture
6 21 (11.11%) Scrum
7 19 (10.05%) Open Source
8 18 (9.52%) Data Analysis
8 18 (9.52%) Data Analytics
9 17 (8.99%) Software Engineering
9 17 (8.99%) TDD
10 15 (7.94%) Continuous Integration
10 15 (7.94%) OO
11 12 (6.35%) Functional Programming
12 11 (5.82%) Machine Learning
12 11 (5.82%) Presales
13 10 (5.29%) Use Case
14 9 (4.76%) Big Data Analytics
14 9 (4.76%) Data Transformation
Programming Languages
1 110 (58.20%) Java
2 80 (42.33%) Python
3 66 (34.92%) Scala
4 56 (29.63%) SQL
5 27 (14.29%) R
6 18 (9.52%) Shell Script
7 17 (8.99%) JavaScript
8 12 (6.35%) Perl
9 11 (5.82%) C
10 9 (4.76%) C#
11 7 (3.70%) C++
12 5 (2.65%) Ruby
13 4 (2.12%) Bash Shell
14 3 (1.59%) PHP
14 3 (1.59%) PowerShell
14 3 (1.59%) VB
15 2 (1.06%) MATLAB
15 2 (1.06%) PL/SQL
15 2 (1.06%) VB.NET
15 2 (1.06%) VBA
Qualifications
1 13 (6.88%) Security Cleared
2 9 (4.76%) DV Cleared
3 2 (1.06%) Degree
4 1 (0.53%) ISEB
4 1 (0.53%) ISTQB
4 1 (0.53%) PhD
4 1 (0.53%) SC Cleared
Quality Assurance & Compliance
1 8 (4.23%) Data Quality
2 3 (1.59%) QA
System Software
1 53 (28.04%) Apache Flume
2 46 (24.34%) HDFS
3 12 (6.35%) Docker
4 4 (2.12%) Active Directory
4 4 (2.12%) Apache ZooKeeper
5 2 (1.06%) Squid
6 1 (0.53%) GridGain
6 1 (0.53%) VMware ESXi
6 1 (0.53%) VMware Infrastructure
6 1 (0.53%) vSphere
Systems Management
1 23 (12.17%) Oozie
2 16 (8.47%) Hadoop YARN
2 16 (8.47%) Opscode Chef
3 9 (4.76%) Puppet
4 7 (3.70%) Control-M
5 4 (2.12%) Ambari
5 4 (2.12%) Ansible
6 3 (1.59%) Nessus
6 3 (1.59%) Rundeck
7 1 (0.53%) ArcSight ESM
7 1 (0.53%) Backup Exec
7 1 (0.53%) Ganglia
7 1 (0.53%) HP Quality Center
7 1 (0.53%) Nagios
7 1 (0.53%) Perfmon
7 1 (0.53%) Symantec Endpoint Protection
7 1 (0.53%) WSUS
Vendors
1 40 (21.16%) Cloudera
2 25 (13.23%) Hortonworks
3 24 (12.70%) Oracle
4 10 (5.29%) SAP
5 9 (4.76%) Teradata
6 8 (4.23%) IBM
7 6 (3.17%) Informatica
8 5 (2.65%) Greenplum
8 5 (2.65%) Platfora
9 4 (2.12%) AppDynamics
9 4 (2.12%) MapR
9 4 (2.12%) SaltStack
9 4 (2.12%) Splunk
9 4 (2.12%) Talend
10 3 (1.59%) Atlassian
10 3 (1.59%) Cognos
10 3 (1.59%) Endeca
10 3 (1.59%) HP
10 3 (1.59%) Qualys
11 2 (1.06%) Microsoft
Buckinghamshire
Reuben Chase
Rate: Unspecified Competitive
Posted: 2 days ago
London
PCR
Rate: £500 - £600 per day + Great central London locations
Posted: 4 days ago