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 25 August 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
25 Aug 2016
Same period 2015 Same period 2014
MapReduce
Rank 548 527 524
Rank change year-on-year
-21 -3
Contract jobs citing MapReduce 87 102 83
As % of all contract IT jobs located in England 0.17% 0.19% 0.16%
As % of the Processes & Methodologies category 0.21% 0.24% 0.21%
Number of daily rates quoted 42 58 60
Median daily rate £550 £550 £613
Median daily rate % change year-on-year
- -10.20%
90% offered a daily rate of more than £403 £400 £405
10% offered a daily rate of more than £623 £650 £775
UK excluding London median daily rate £475 £400 £625
% change year-on-year
+18.75% -36.00%
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
41809 42609 40117
As % of all contract IT jobs located in England 83.03% 80.40% 78.79%
Number of daily rates quoted 27858 28200 25340
Median daily rate £450 £425 £413
Median daily rate % change year-on-year
+5.88% +3.03%
90% offered a daily rate of more than £300 £290 £275
10% offered a daily rate of more than £600 £588 £575
UK excluding London median daily rate £400 £396 £375
% change year-on-year
+1.01% +5.60%
Number of hourly rates quoted 1000 1145 1121
Median hourly rate £30.00 £30.00 £22.72
Median hourly rate % change year-on-year
- +32.04%
90% offered a hourly rate of more than £12.58 £13.00 £12.50
10% offered a hourly rate of more than £52.00 £52.00 £45.00
UK excluding London median hourly rate £30.00 £32.54 £25.00
% change year-on-year
-7.80% +30.16%

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 25 August 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 25 August 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 -33 54 £550 -4.34% 18
South East +29 29 £450 +5.88% 1
Yorkshire - 2 £563 -
East of England -1 1 - -
South West - 1 - - 1
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 25 August 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.

1 159 (84.57%) Hadoop
2 140 (74.47%) Big Data
3 126 (67.02%) Apache Hive
4 122 (64.89%) Java
5 102 (54.26%) Apache Spark
6 90 (47.87%) Python
7 76 (40.43%) HBase
7 76 (40.43%) Apache Pig
8 68 (36.17%) Scala
9 65 (34.57%) Agile Software Development
10 61 (32.45%) Analytics
11 59 (31.38%) Apache Flume
12 58 (30.85%) SQL
13 56 (29.79%) NoSQL
14 51 (27.13%) HDFS
15 50 (26.60%) Apache Cassandra
16 47 (25.00%) ETL
17 46 (24.47%) Finance
18 43 (22.87%) Linux
19 42 (22.34%) Cloudera
19 42 (22.34%) MongoDB
20 40 (21.28%) Business Intelligence
21 38 (20.21%) Relational Database
22 37 (19.68%) Impala
23 34 (18.09%) R
24 33 (17.55%) Sqoop
25 30 (15.96%) Kafka
26 29 (15.43%) Scrum
26 29 (15.43%) Amazon AWS
26 29 (15.43%) Analytical Skills

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
1 102 (54.26%) Apache Spark
2 76 (40.43%) Apache Pig
3 15 (7.98%) SAS
4 11 (5.85%) Elasticsearch
5 10 (5.32%) Apache
6 4 (2.13%) Apache Solr
7 3 (1.60%) Confluence
7 3 (1.60%) SharePoint
7 3 (1.60%) WebLogic
8 2 (1.06%) Oracle Service Bus
9 1 (0.53%) Jetty
9 1 (0.53%) Oracle Coherence
Applications
1 4 (2.13%) SPSS
2 3 (1.60%) Stata
3 2 (1.06%) MS Excel
4 1 (0.53%) Weka
Business Applications
1 2 (1.06%) Cognos Business Intelligence
Cloud Services
1 29 (15.43%) Amazon AWS
2 21 (11.17%) Amazon EMR
3 5 (2.66%) Cloud Computing
4 3 (1.60%) Amazon CloudWatch
4 3 (1.60%) Amazon EC2
4 3 (1.60%) Amazon Kinesis
4 3 (1.60%) AWS CloudFormation
4 3 (1.60%) AWS CloudTrail
4 3 (1.60%) AWS Lambda
4 3 (1.60%) GitHub
4 3 (1.60%) Route 53
5 2 (1.06%) Amazon S3
5 2 (1.06%) Google Analytics
5 2 (1.06%) Microsoft Azure
5 2 (1.06%) Virtual Private Cloud
Communications & Networking
1 4 (2.13%) HTTP
2 3 (1.60%) Kerberos
2 3 (1.60%) LDAP
2 3 (1.60%) OpenVPN
3 2 (1.06%) Firewall
4 1 (0.53%) Wireshark
Database & Business Intelligence
1 159 (84.57%) Hadoop
2 140 (74.47%) Big Data
3 126 (67.02%) Apache Hive
4 76 (40.43%) HBase
5 56 (29.79%) NoSQL
6 50 (26.60%) Apache Cassandra
7 42 (22.34%) MongoDB
8 38 (20.21%) Relational Database
9 37 (19.68%) Impala
10 33 (17.55%) Sqoop
11 23 (12.23%) SQL Server
12 18 (9.57%) Data Mining
12 18 (9.57%) Data Warehouse
13 13 (6.91%) Data Lake
14 10 (5.32%) PostgreSQL
15 9 (4.79%) Cloudera CDH
15 9 (4.79%) MySQL
15 9 (4.79%) Neo4j
15 9 (4.79%) Pentaho
15 9 (4.79%) RDBMS
Development Applications
1 10 (5.32%) Git (software)
2 9 (4.79%) Jenkins
3 5 (2.66%) Eclipse
3 5 (2.66%) JIRA
4 4 (2.13%) Ant
4 4 (2.13%) Gradle
4 4 (2.13%) Hudson
4 4 (2.13%) Subversion
4 4 (2.13%) Talend Open Studio
5 3 (1.60%) Atlassian Bamboo
5 3 (1.60%) GitLab
6 2 (1.06%) Maven
6 2 (1.06%) RStudio
7 1 (0.53%) Fiddler
7 1 (0.53%) JMeter
7 1 (0.53%) LoadRunner
7 1 (0.53%) Mockito
7 1 (0.53%) NeoLoad
7 1 (0.53%) Rational Performance Tester
7 1 (0.53%) SilkPerformer
General
1 46 (24.47%) Finance
2 14 (7.45%) Banking
3 6 (3.19%) Retail
4 5 (2.66%) Front Office
5 4 (2.13%) Investment Banking
6 3 (1.60%) Back Office
7 2 (1.06%) Financial Institution
7 2 (1.06%) Telecoms
8 1 (0.53%) Music Industry
Job Titles
1 64 (34.04%) Developer
2 32 (17.02%) Hadoop Developer
3 30 (15.96%) Architect
4 29 (15.43%) Data Engineer
5 26 (13.83%) Big Data Developer
5 26 (13.83%) Big Data Engineer
6 24 (12.77%) Hadoop Engineer
7 20 (10.64%) Big Data Architect
7 20 (10.64%) Data Architect
8 15 (7.98%) Java Developer
9 14 (7.45%) Consultant
10 13 (6.91%) Java Engineer
11 12 (6.38%) Hadoop Architect
12 9 (4.79%) Apache Spark Developer
12 9 (4.79%) Data Consultant
12 9 (4.79%) Hadoop Consultant
13 8 (4.26%) Big Data Consultant
13 8 (4.26%) Data Scientist
14 7 (3.72%) Senior Developer
14 7 (3.72%) Software Engineer
Libraries, Frameworks & Software Standards
1 30 (15.96%) Kafka
2 16 (8.51%) Web Services
3 15 (7.98%) XML
4 14 (7.45%) JSON
4 14 (7.45%) Spark Streaming
5 11 (5.85%) Cascading
6 9 (4.79%) HTML
7 7 (3.72%) Apache Tez
7 7 (3.72%) J2EE
7 7 (3.72%) Java EE
8 6 (3.19%) Spring
9 5 (2.66%) JMS
9 5 (2.66%) REST
10 4 (2.13%) .NET
10 4 (2.13%) CSS
10 4 (2.13%) EJB
10 4 (2.13%) HTML5
10 4 (2.13%) JDBC
10 4 (2.13%) ODBC
10 4 (2.13%) XSLT
Miscellaneous
1 29 (15.43%) Analytical Skills
2 20 (10.64%) Algorithms
3 15 (7.98%) Statistics
4 10 (5.32%) Enterprise Software
5 7 (3.72%) Fintech
6 5 (2.66%) Data Centre
6 5 (2.66%) Visualisation
7 4 (2.13%) Computer Science
8 3 (1.60%) Management Information System
8 3 (1.60%) Mathematics
9 2 (1.06%) Applied Mathematics
9 2 (1.06%) Clustering
9 2 (1.06%) Credit Risk
9 2 (1.06%) Data Integration
9 2 (1.06%) iSeries
9 2 (1.06%) Neural Network
9 2 (1.06%) Virtual Team
10 1 (0.53%) Blockchain
10 1 (0.53%) Public Cloud
10 1 (0.53%) Security Operations Centre
Operating Systems
1 43 (22.87%) Linux
2 20 (10.64%) Unix
3 10 (5.32%) Windows
4 9 (4.79%) Red Hat Enterprise Linux
5 4 (2.13%) Windows Server 2008
6 3 (1.60%) 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 2000
7 1 (0.53%) Windows 7
7 1 (0.53%) Windows Server
7 1 (0.53%) Windows XP
Processes & Methodologies
1 65 (34.57%) Agile Software Development
2 61 (32.45%) Analytics
3 47 (25.00%) ETL
4 40 (21.28%) Business Intelligence
5 29 (15.43%) Scrum
6 25 (13.30%) Open Source
7 24 (12.77%) Data Modelling
8 23 (12.23%) Data Architecture
9 22 (11.70%) Software Engineering
9 22 (11.70%) TDD
10 21 (11.17%) Data Analysis
11 20 (10.64%) Continuous Integration
12 18 (9.57%) Data Analytics
13 16 (8.51%) OO
14 13 (6.91%) Functional Programming
15 12 (6.38%) Data Ingestion
16 11 (5.85%) Machine Learning
17 10 (5.32%) Big Data Analytics
17 10 (5.32%) Presales
17 10 (5.32%) Use Case
Programming Languages
1 122 (64.89%) Java
2 90 (47.87%) Python
3 68 (36.17%) Scala
4 58 (30.85%) SQL
5 34 (18.09%) R
6 23 (12.23%) Shell Script
7 15 (7.98%) Perl
8 14 (7.45%) C
9 12 (6.38%) JavaScript
10 8 (4.26%) C#
10 8 (4.26%) PHP
10 8 (4.26%) Ruby
11 6 (3.19%) C++
12 4 (2.13%) MATLAB
12 4 (2.13%) VB.NET
13 3 (1.60%) Bash Shell
13 3 (1.60%) PL/SQL
13 3 (1.60%) PowerShell
13 3 (1.60%) VB
14 2 (1.06%) HiveQL
Qualifications
1 17 (9.04%) Security Cleared
2 13 (6.91%) DV Cleared
3 4 (2.13%) Degree
4 1 (0.53%) PhD
4 1 (0.53%) SC Cleared
Quality Assurance & Compliance
1 8 (4.26%) Data Quality
2 2 (1.06%) QA
System Software
1 59 (31.38%) Apache Flume
2 51 (27.13%) HDFS
3 13 (6.91%) Docker
4 6 (3.19%) Apache ZooKeeper
5 4 (2.13%) Active Directory
6 2 (1.06%) Squid
7 1 (0.53%) GridGain
7 1 (0.53%) VMware ESXi
7 1 (0.53%) VMware Infrastructure
7 1 (0.53%) vSphere
Systems Management
1 25 (13.30%) Oozie
2 20 (10.64%) Hadoop YARN
3 17 (9.04%) Opscode Chef
4 9 (4.79%) Puppet
5 7 (3.72%) Control-M
6 5 (2.66%) Ansible
7 4 (2.13%) Ambari
8 3 (1.60%) logstash
8 3 (1.60%) Nessus
8 3 (1.60%) Rundeck
9 2 (1.06%) Kibana
10 1 (0.53%) ArcSight ESM
10 1 (0.53%) Backup Exec
10 1 (0.53%) Ganglia
10 1 (0.53%) HP Quality Center
10 1 (0.53%) Nagios
10 1 (0.53%) Perfmon
10 1 (0.53%) Symantec Endpoint Protection
10 1 (0.53%) WSUS
Vendors
1 42 (22.34%) Cloudera
2 25 (13.30%) Oracle
3 24 (12.77%) Hortonworks
4 11 (5.85%) IBM
4 11 (5.85%) SAP
5 9 (4.79%) Teradata
6 6 (3.19%) Informatica
7 5 (2.66%) Greenplum
7 5 (2.66%) Platfora
8 4 (2.13%) Red Hat
8 4 (2.13%) SaltStack
8 4 (2.13%) Talend
9 3 (1.60%) AppDynamics
9 3 (1.60%) Atlassian
9 3 (1.60%) Cognos
9 3 (1.60%) Endeca
9 3 (1.60%) HP
9 3 (1.60%) MapR
9 3 (1.60%) Qualys
9 3 (1.60%) Tableau
London
TEKsystems
Rate: £600 - £700 per day
Posted: Yesterday
West London
Vivid Resourcing
Rate: £435 - £525 per day
Posted: 6 days ago
City, London
McGregor Boyall
Rate: £650 per day
Posted: 5 days ago
City, London
Sanderson
Posted: 5 days ago
City, London
ANSON MCCADE
Rate: £450 - £550 per Day
Posted: 6 days ago