The table below looks at the statistics for MapReduce skills in IT contracts advertised for the England region. Included is a guide to the average contractor rates offered in IT contracts that have cited MapReduce over the 3 months to 14 February 2016 with a comparison to the same period in 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.

Location
3 months to
14 Feb 2016
Same period 2015 Same period 2014
MapReduce
Rank 523 498 529
Rank change year-on-year
-25 +31
Contract jobs citing MapReduce 68 84 36
As % of all contract IT jobs located in England 0.14% 0.18% 0.080%
As % of the Processes & Methodologies category 0.18% 0.23% 0.10%
Number of daily rates quoted 51 61 22
Average daily rate £550 £600 £531
Average daily rate % change year-on-year
-8.33% +12.94%
90% offered a daily rate of more than £400 £420 £405
10% offered a daily rate of more than £625 £725 £600
UK excluding London average daily rate £500 £500 £600
% change year-on-year
- -16.66%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average 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
38540 36317 34567
As % of all contract IT jobs located in England 81.50% 78.00% 77.20%
Number of daily rates quoted 25554 23532 21284
Average daily rate £430 £425 £405
Average daily rate % change year-on-year
+1.17% +4.93%
90% offered a daily rate of more than £300 £287 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1069 979 1093
Average hourly rate £37.50 £27.50 £27.50
Average hourly rate % change year-on-year
+36.36% -
90% offered a hourly rate of more than £12.72 £12.00 £12.50
10% offered a hourly rate of more than £57.00 £46.50 £50.00
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

MapReduce
Jobs Demand Trend in England

This chart provides a 3-month moving total of IT contractor jobs citing MapReduce across the England region as a proportion of the total demand within 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 14 February 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 average contractor rates quoted in IT jobs citing MapReduce within the England region over the 3 months to 14 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -32 38 £550 -12.00% 32
South East +27 18 £600 +20.00%
North West -9 5 £450 -10.00% 1
Yorkshire - 4 £575 - 1
West Midlands -14 1 £450 - 4
East of England - 1 £600 - 2
South West - 1 - -
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 14 February 2016, IT contractor jobs across the England region citing MapReduce also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited MapReduce.

1 144 (85.21%) Hadoop
2 115 (68.05%) Big Data
3 102 (60.36%) Apache Hive
4 97 (57.40%) Java
5 73 (43.20%) Apache Spark
6 58 (34.32%) HBase
7 52 (30.77%) NoSQL
8 51 (30.18%) HDFS
9 50 (29.59%) Python
10 44 (26.04%) Agile Software Development
11 43 (25.44%) Finance
12 42 (24.85%) Analytics
13 41 (24.26%) Apache Pig
14 40 (23.67%) Apache Flume
14 40 (23.67%) Scala
15 38 (22.49%) SQL
16 36 (21.30%) Kafka
17 34 (20.12%) Linux
17 34 (20.12%) Data Modelling
18 33 (19.53%) Banking
19 32 (18.93%) Oozie
20 31 (18.34%) Analytical Skills
20 31 (18.34%) Apache Cassandra
21 30 (17.75%) MongoDB
22 28 (16.57%) ETL
23 26 (15.38%) Business Intelligence
23 26 (15.38%) Web Services
24 25 (14.79%) Oracle
24 25 (14.79%) Impala
24 25 (14.79%) Sqoop

MapReduce
Top Related IT Skills in England by Category

For the 6 months to 14 February 2016, IT contractor jobs across the England region citing MapReduce also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited MapReduce. Up to 20 skills are shown per category.

Application Platforms
1 73 (43.20%) Apache Spark
2 41 (24.26%) Apache Pig
3 15 (8.88%) SAS
4 12 (7.10%) Apache
4 12 (7.10%) Node.js
5 10 (5.92%) SharePoint
6 7 (4.14%) Oracle Coherence
7 5 (2.96%) Elasticsearch
8 3 (1.78%) Apache Solr
8 3 (1.78%) JBoss
9 2 (1.18%) Confluence
10 1 (0.59%) CMS
Applications
1 11 (6.51%) SPSS
2 4 (2.37%) Weka
3 2 (1.18%) MS Excel
Business Applications
1 1 (0.59%) SAP Oil and Gas
Cloud Services
1 18 (10.65%) Amazon AWS
2 5 (2.96%) Amazon EMR
2 5 (2.96%) Cloud Computing
3 3 (1.78%) Google App Engine
3 3 (1.78%) Google Cloud Platform
4 1 (0.59%) GitHub
4 1 (0.59%) PaaS
Communications & Networking
1 3 (1.78%) PuTTY
2 2 (1.18%) Kerberos
3 1 (0.59%) Firewall
3 1 (0.59%) Internet
Database & Business Intelligence
1 144 (85.21%) Hadoop
2 115 (68.05%) Big Data
3 102 (60.36%) Apache Hive
4 58 (34.32%) HBase
5 52 (30.77%) NoSQL
6 31 (18.34%) Apache Cassandra
7 30 (17.75%) MongoDB
8 25 (14.79%) Impala
8 25 (14.79%) Sqoop
9 17 (10.06%) Relational Database
10 15 (8.88%) Data Warehouse
11 12 (7.10%) Oracle Database
12 10 (5.92%) Pentaho
13 9 (5.33%) BusinessObjects
13 9 (5.33%) RDBMS
13 9 (5.33%) SAP HANA
14 8 (4.73%) Data Mining
15 7 (4.14%) Text Mining
16 6 (3.55%) Parquet
16 6 (3.55%) SQL Server
Development Applications
1 9 (5.33%) Git (software)
1 9 (5.33%) JIRA
2 7 (4.14%) Maven
3 6 (3.55%) Jenkins
4 5 (2.96%) Gradle
4 5 (2.96%) Talend Open Studio
5 4 (2.37%) Atlassian Bamboo
5 4 (2.37%) Bugzilla
5 4 (2.37%) Hudson
5 4 (2.37%) Subversion
6 2 (1.18%) FishEye
6 2 (1.18%) JUnit
6 2 (1.18%) Mockito
6 2 (1.18%) SonarQube
6 2 (1.18%) Sonatype Nexus
7 1 (0.59%) Eclipse
7 1 (0.59%) Selenium
7 1 (0.59%) TeamCity
General
1 43 (25.44%) Finance
2 33 (19.53%) Banking
3 12 (7.10%) Investment Banking
4 10 (5.92%) Front Office
5 2 (1.18%) Electronics
5 2 (1.18%) Publishing
5 2 (1.18%) Telecoms
6 1 (0.59%) Automotive
6 1 (0.59%) Games
6 1 (0.59%) Manufacturing
6 1 (0.59%) Marketing
Job Titles
1 76 (44.97%) Developer
2 48 (28.40%) Architect
3 35 (20.71%) Hadoop Developer
4 31 (18.34%) Java Developer
5 25 (14.79%) Big Data Developer
6 24 (14.20%) Data Architect
7 17 (10.06%) Hadoop Architect
8 16 (9.47%) Big Data Architect
9 12 (7.10%) Hadoop Engineer
9 12 (7.10%) Senior Developer
10 11 (6.51%) Big Data Engineer
11 10 (5.92%) NoSQL Developer
12 9 (5.33%) Apache Spark Developer
12 9 (5.33%) Business Intelligence Architect
13 7 (4.14%) Data Scientist
13 7 (4.14%) Senior Hadoop Developer
13 7 (4.14%) Senior Java Developer
14 6 (3.55%) Agile Developer
14 6 (3.55%) Agile Java Developer
15 5 (2.96%) MapReduce Developer
Libraries, Frameworks & Software Standards
1 36 (21.30%) Kafka
2 26 (15.38%) Web Services
3 23 (13.61%) RESTful
4 20 (11.83%) Spring
5 15 (8.88%) Apache Avro
6 13 (7.69%) JSON
7 11 (6.51%) Akka
7 11 (6.51%) Hibernate
7 11 (6.51%) XML
8 9 (5.33%) Cascading
9 8 (4.73%) REST
10 6 (3.55%) HTML
11 5 (2.96%) HTML5
11 5 (2.96%) Matplotlib
11 5 (2.96%) NumPy
11 5 (2.96%) Pandas
11 5 (2.96%) SOAP
12 4 (2.37%) Struts
13 3 (1.78%) Apache Jena
13 3 (1.78%) Swing
Miscellaneous
1 31 (18.34%) Analytical Skills
2 6 (3.55%) iSeries
2 6 (3.55%) Visualisation
3 5 (2.96%) Statistics
4 4 (2.37%) Algorithms
4 4 (2.37%) Computer Science
4 4 (2.37%) Social Media
5 3 (1.78%) Enterprise Software
5 3 (1.78%) Management Information System
5 3 (1.78%) Replication
6 2 (1.18%) Clustering
6 2 (1.18%) Data Centre
6 2 (1.18%) Data Integration
6 2 (1.18%) Data Structures
6 2 (1.18%) Ontologies
7 1 (0.59%) Reference Data
7 1 (0.59%) Security Operations Centre
7 1 (0.59%) Semantic Web
7 1 (0.59%) Spread Betting
7 1 (0.59%) User Experience
Operating Systems
1 34 (20.12%) Linux
2 23 (13.61%) Unix
3 7 (4.14%) Windows
4 3 (1.78%) Red Hat Enterprise Linux
5 1 (0.59%) Debian
5 1 (0.59%) Windows 10
5 1 (0.59%) Windows 7
5 1 (0.59%) Windows Server
5 1 (0.59%) Windows Server 2008
Processes & Methodologies
1 44 (26.04%) Agile Software Development
2 42 (24.85%) Analytics
3 34 (20.12%) Data Modelling
4 28 (16.57%) ETL
5 26 (15.38%) Business Intelligence
6 19 (11.24%) Multithreading
7 18 (10.65%) Software Engineering
7 18 (10.65%) TDD
8 15 (8.88%) Scrum
9 14 (8.28%) BDD
9 14 (8.28%) Data Analysis
9 14 (8.28%) Machine Learning
10 12 (7.10%) Continuous Integration
11 11 (6.51%) API Development
12 10 (5.92%) Data Analytics
13 9 (5.33%) DevOps
13 9 (5.33%) Enterprise Architecture
13 9 (5.33%) Mentoring
13 9 (5.33%) Technical Architecture
13 9 (5.33%) TOGAF
Programming Languages
1 97 (57.40%) Java
2 50 (29.59%) Python
3 40 (23.67%) Scala
4 38 (22.49%) SQL
5 17 (10.06%) R
6 15 (8.88%) Perl
7 14 (8.28%) JavaScript
8 9 (5.33%) PL/SQL
9 8 (4.73%) C
9 8 (4.73%) C++
10 7 (4.14%) Bash Shell
10 7 (4.14%) Shell Script
11 5 (2.96%) HiveQL
11 5 (2.96%) PHP
12 4 (2.37%) MATLAB
12 4 (2.37%) SPARQL
13 3 (1.78%) C#
13 3 (1.78%) Pig Latin
14 2 (1.18%) Ruby
15 1 (0.59%) sed
Qualifications
1 9 (5.33%) Security Cleared
2 7 (4.14%) Degree
3 5 (2.96%) SC Cleared
4 3 (1.78%) DV Cleared
4 3 (1.78%) ISEB
4 3 (1.78%) ISTQB
5 1 (0.59%) BPSS Clearance
5 1 (0.59%) PhD
Quality Assurance & Compliance
1 15 (8.88%) QA
2 11 (6.51%) Data Quality
System Software
1 51 (30.18%) HDFS
2 40 (23.67%) Apache Flume
3 5 (2.96%) Apache ZooKeeper
4 4 (2.37%) GridGain
5 2 (1.18%) Docker
6 1 (0.59%) Active Directory
6 1 (0.59%) VMware ESXi
6 1 (0.59%) VMware Infrastructure
6 1 (0.59%) vSphere
Systems Management
1 32 (18.93%) Oozie
2 21 (12.43%) Hadoop YARN
3 6 (3.55%) Ambari
4 2 (1.18%) Opscode Chef
4 2 (1.18%) Puppet
5 1 (0.59%) ArcSight ESM
5 1 (0.59%) Backup Exec
5 1 (0.59%) Symantec Endpoint Protection
5 1 (0.59%) WSUS
Vendors
1 25 (14.79%) Oracle
2 17 (10.06%) Hortonworks
3 16 (9.47%) Cloudera
4 11 (6.51%) SAP
5 10 (5.92%) Teradata
6 9 (5.33%) IBM
6 9 (5.33%) Splunk
6 9 (5.33%) Tableau
7 5 (2.96%) Talend
8 4 (2.37%) Informatica
9 3 (1.78%) Google
9 3 (1.78%) Platfora
10 2 (1.18%) Microsoft
10 2 (1.18%) Red Hat
10 2 (1.18%) Sonatype
11 1 (0.59%) CheckPoint
11 1 (0.59%) HP
11 1 (0.59%) Juniper
11 1 (0.59%) Sybase
11 1 (0.59%) Symantec
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