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 19 January 2017 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
19 Jan 2017
Same period 2016 Same period 2015
MapReduce
UK / England
Rank 407 523 512
Rank change year-on-year
+116 -11
Contract jobs citing MapReduce 162 83 82
As % of all contract IT jobs located in England 0.39% 0.18% 0.18%
As % of the Processes & Methodologies category 0.47% 0.22% 0.22%
Number of daily rates quoted 92 59 51
Median daily rate £575 £600 £515
Median daily rate % change year-on-year
-4.16% +16.50%
90% offered a daily rate of more than £450 £445 £438
10% offered a daily rate of more than £700 £700 £650
UK excluding London median daily rate £525 £450 £500
% change year-on-year
+16.66% -10.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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
34140 38185 36546
As % of all contract IT jobs located in England 82.42% 82.04% 78.72%
Number of daily rates quoted 22792 25048 24013
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £285
10% offered a daily rate of more than £600 £600 £588
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 842 1104 987
Median hourly rate £33.00 £37.50 £25.00
Median hourly rate % change year-on-year
-12.00% +50.00%
90% offered a hourly rate of more than £13.00 £12.95 £12.00
10% offered a hourly rate of more than £50.00 £55.00 £47.50
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 19 January 2017.

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 19 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +76 122 £588 -2.00% 29
South East +34 20 £700 +16.66% 3
Yorkshire +13 7 £525 -8.69%
East of England +11 5 £550 -8.33% 1
West Midlands - 4 £450 -
North West +20 2 £450 - 5
South West +18 1 - - 1
East Midlands - 1 £538 -
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 19 January 2017, 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.

1 273 (91.30%) Big Data
2 271 (90.64%) Hadoop
3 225 (75.25%) Apache Hive
4 221 (73.91%) Apache Spark
5 202 (67.56%) Java
6 179 (59.87%) Python
7 128 (42.81%) HBase
8 127 (42.47%) NoSQL
8 127 (42.47%) Apache Pig
9 111 (37.12%) Scala
10 107 (35.79%) HDFS
11 105 (35.12%) SQL
12 103 (34.45%) Linux
13 91 (30.43%) Agile Software Development
14 86 (28.76%) MongoDB
15 83 (27.76%) Hadoop YARN
16 82 (27.42%) ETL
17 76 (25.42%) Kafka
18 75 (25.08%) Finance
19 70 (23.41%) Open Source
20 69 (23.08%) Sqoop
21 63 (21.07%) Analytics
21 63 (21.07%) Apache
22 62 (20.74%) R
23 61 (20.40%) Apache Cassandra
24 57 (19.06%) Amazon AWS
25 54 (18.06%) Oozie
26 53 (17.73%) Impala
27 52 (17.39%) Machine Learning
27 52 (17.39%) Unix

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
1 221 (73.91%) Apache Spark
2 127 (42.47%) Apache Pig
3 63 (21.07%) Apache
4 27 (9.03%) Apache Solr
5 16 (5.35%) SAS
6 13 (4.35%) Elasticsearch
7 12 (4.01%) Confluence
8 10 (3.34%) Oracle Coherence
9 2 (0.67%) BizTalk Server
10 1 (0.33%) IIS
10 1 (0.33%) OpenStack
10 1 (0.33%) Oracle SOA Suite
10 1 (0.33%) SharePoint
10 1 (0.33%) WebLogic
Applications
1 5 (1.67%) MS Excel
1 5 (1.67%) SPSS
2 4 (1.34%) Stata
Business Applications
1 3 (1.00%) SAP Oil and Gas
2 1 (0.33%) Oracle BPM
2 1 (0.33%) SAP MDM
Cloud Services
1 57 (19.06%) Amazon AWS
2 26 (8.70%) Microsoft Azure
3 23 (7.69%) Amazon EMR
4 18 (6.02%) Cloud Computing
5 10 (3.34%) Amazon S3
6 9 (3.01%) Google Cloud Platform
7 7 (2.34%) Amazon EC2
8 6 (2.01%) AWS Lambda
8 6 (2.01%) Office 365
9 4 (1.34%) AWS Data Pipeline
10 3 (1.00%) Amazon Glacier
10 3 (1.00%) Amazon Kinesis
10 3 (1.00%) Flurry Analytics
10 3 (1.00%) Google Analytics
11 1 (0.33%) GitHub
11 1 (0.33%) Virtual Private Cloud
Communications & Networking
1 24 (8.03%) Kerberos
2 9 (3.01%) LAN
2 9 (3.01%) WAN
3 5 (1.67%) HTTP
4 2 (0.67%) LDAP
5 1 (0.33%) AMQP
5 1 (0.33%) Firewall
5 1 (0.33%) Internet
Database & Business Intelligence
1 273 (91.30%) Big Data
2 271 (90.64%) Hadoop
3 225 (75.25%) Apache Hive
4 128 (42.81%) HBase
5 127 (42.47%) NoSQL
6 86 (28.76%) MongoDB
7 69 (23.08%) Sqoop
8 61 (20.40%) Apache Cassandra
9 53 (17.73%) Impala
10 51 (17.06%) Relational Database
11 48 (16.05%) SQL Server
12 34 (11.37%) Data Warehouse
13 26 (8.70%) Data Lake
14 25 (8.36%) MySQL
15 23 (7.69%) PostgreSQL
16 15 (5.02%) RDBMS
17 12 (4.01%) Couchbase
17 12 (4.01%) MarkLogic
17 12 (4.01%) Pentaho
17 12 (4.01%) Riak
Development Applications
1 18 (6.02%) Git (software)
1 18 (6.02%) Jenkins
2 17 (5.69%) Eclipse
2 17 (5.69%) Talend Open Studio
3 16 (5.35%) Ant
3 16 (5.35%) Gradle
3 16 (5.35%) Hudson
4 13 (4.35%) JIRA
5 12 (4.01%) Maven
6 8 (2.68%) JUnit
7 7 (2.34%) Mockito
8 4 (1.34%) Subversion
9 2 (0.67%) Apache Continuum
10 1 (0.33%) Artifactory
10 1 (0.33%) Cucumber
10 1 (0.33%) Mercurial
10 1 (0.33%) Oracle APEX
10 1 (0.33%) Team Foundation Server
10 1 (0.33%) TeamCity
10 1 (0.33%) Vagrant
General
1 75 (25.08%) Finance
2 41 (13.71%) Banking
3 18 (6.02%) Front Office
4 16 (5.35%) Investment Banking
5 15 (5.02%) Marketing
6 11 (3.68%) Telecoms
7 7 (2.34%) Retail
8 3 (1.00%) Electronics
8 3 (1.00%) Manufacturing
9 2 (0.67%) Games
10 1 (0.33%) Advertising
10 1 (0.33%) Corporate Banking
10 1 (0.33%) Financial Institution
10 1 (0.33%) Legal
10 1 (0.33%) Music Industry
10 1 (0.33%) Pharmaceutical
10 1 (0.33%) Publishing
10 1 (0.33%) Retail Banking
Job Titles
1 84 (28.09%) Developer
2 54 (18.06%) Data Engineer
3 48 (16.05%) Architect
4 41 (13.71%) Big Data Engineer
4 41 (13.71%) Hadoop Developer
5 40 (13.38%) Java Developer
6 37 (12.37%) Big Data Developer
7 36 (12.04%) Data Architect
8 32 (10.70%) Big Data Architect
9 26 (8.70%) Administrator
10 24 (8.03%) Senior Developer
11 20 (6.69%) Hadoop Engineer
12 19 (6.35%) Senior Java Developer
13 18 (6.02%) Apache Spark Developer
13 18 (6.02%) Java Engineer
14 17 (5.69%) Consultant
14 17 (5.69%) Hadoop Administrator
15 16 (5.35%) Analyst
15 16 (5.35%) Data Scientist
16 14 (4.68%) Hadoop Architect
Libraries, Frameworks & Software Standards
1 76 (25.42%) Kafka
2 40 (13.38%) Web Services
3 36 (12.04%) XML
4 30 (10.03%) JMS
5 24 (8.03%) Java EE
6 23 (7.69%) HTML
7 20 (6.69%) Spring
8 17 (5.69%) EJB
9 16 (5.35%) CSS
9 16 (5.35%) REST
10 15 (5.02%) .NET
10 15 (5.02%) XSLT
11 14 (4.68%) JSON
12 12 (4.01%) Akka
12 12 (4.01%) Hibernate
13 11 (3.68%) Apache Tez
13 11 (3.68%) Lucene
14 9 (3.01%) Cascading
15 8 (2.68%) Oracle GoldenGate
16 7 (2.34%) J2EE
Miscellaneous
1 32 (10.70%) Algorithms
2 24 (8.03%) Analytical Skills
3 22 (7.36%) Visualisation
4 19 (6.35%) Computer Science
5 16 (5.35%) Statistics
6 14 (4.68%) Data Integration
7 10 (3.34%) Data Centre
8 9 (3.01%) Mathematics
9 8 (2.68%) Grid Computing
10 5 (1.67%) Interest Rate Derivative
11 4 (1.34%) Clustering
11 4 (1.34%) Management Information System
12 3 (1.00%) Cyber Defence
12 3 (1.00%) Replication
12 3 (1.00%) Wiki
13 2 (0.67%) Applied Mathematics
13 2 (0.67%) Blockchain
13 2 (0.67%) Client/Server
13 2 (0.67%) Cyberthreat
13 2 (0.67%) Foreign Exchange (FX)
Operating Systems
1 103 (34.45%) Linux
2 52 (17.39%) Unix
3 24 (8.03%) Red Hat Enterprise Linux
4 22 (7.36%) Windows
5 4 (1.34%) CentOS
Processes & Methodologies
1 91 (30.43%) Agile Software Development
2 82 (27.42%) ETL
3 70 (23.41%) Open Source
4 63 (21.07%) Analytics
5 52 (17.39%) Machine Learning
6 50 (16.72%) Business Intelligence
7 48 (16.05%) TDD
8 40 (13.38%) Scrum
9 38 (12.71%) Continuous Integration
10 36 (12.04%) High Availability
11 31 (10.37%) Software Engineering
12 25 (8.36%) Data Modelling
13 24 (8.03%) Data Analytics
14 20 (6.69%) Configuration Management
14 20 (6.69%) Data Analysis
14 20 (6.69%) OO
15 19 (6.35%) DevOps
15 19 (6.35%) Performance Tuning
16 18 (6.02%) UML
17 17 (5.69%) Statistical Modelling
Programming Languages
1 202 (67.56%) Java
2 179 (59.87%) Python
3 111 (37.12%) Scala
4 105 (35.12%) SQL
5 62 (20.74%) R
6 52 (17.39%) Perl
7 28 (9.36%) C
8 24 (8.03%) Shell Script
9 19 (6.35%) C++
10 18 (6.02%) C#
11 16 (5.35%) Bash Shell
12 15 (5.02%) VB.NET
13 14 (4.68%) Ruby
14 13 (4.35%) PHP
15 12 (4.01%) JavaScript
16 10 (3.34%) MATLAB
17 5 (1.67%) PL/SQL
18 3 (1.00%) VB
19 1 (0.33%) ABAP
19 1 (0.33%) T-SQL
Qualifications
1 30 (10.03%) Security Cleared
2 25 (8.36%) DV Cleared
3 21 (7.02%) Degree
4 8 (2.68%) PhD
5 7 (2.34%) SC Cleared
6 1 (0.33%) BC Cleared
6 1 (0.33%) PMI Certification
6 1 (0.33%) PMP
Quality Assurance & Compliance
1 10 (3.34%) QA
2 8 (2.68%) Data Quality
3 7 (2.34%) SLA
4 2 (0.67%) Disclosure Scotland
System Software
1 107 (35.79%) HDFS
2 37 (12.37%) Apache Flume
3 32 (10.70%) Apache ZooKeeper
4 9 (3.01%) Oracle RAC
5 5 (1.67%) Active Directory
6 2 (0.67%) Docker
7 1 (0.33%) Virtual Machines
Systems Management
1 83 (27.76%) Hadoop YARN
2 54 (18.06%) Oozie
3 25 (8.36%) Ambari
4 13 (4.35%) Opscode Chef
4 13 (4.35%) Puppet
5 12 (4.01%) Ansible
6 7 (2.34%) Nagios
7 5 (1.67%) logstash
8 4 (1.34%) Kibana
9 2 (0.67%) SCOM
10 1 (0.33%) Control-M
10 1 (0.33%) Salt
Vendors
1 50 (16.72%) Hortonworks
2 46 (15.38%) Oracle
3 37 (12.37%) Cloudera
4 30 (10.03%) Red Hat
5 21 (7.02%) Tableau
5 21 (7.02%) Teradata
6 19 (6.35%) MicroStrategy
7 18 (6.02%) Ab Initio
8 17 (5.69%) Talend
9 15 (5.02%) Informatica
10 13 (4.35%) Google
11 12 (4.01%) SAP
12 11 (3.68%) Microsoft
13 9 (3.01%) Cisco
14 6 (2.01%) IBM
14 6 (2.01%) MapR
15 5 (1.67%) SaltStack
16 4 (1.34%) Sybase
17 3 (1.00%) Actian
17 3 (1.00%) Cognos
London
TRG
Rate: 575-625 Per Day please send CV
Posted: Yesterday
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Rate: £575 - £625 Per Day please send CV
Posted: Yesterday
Manchester
Glocomms
Rate: £700 - £800 per day
Posted: 15 days ago