The table below looks at the statistics for MapReduce skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited MapReduce over the 3 months to 10 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
10 Feb 2016
Same period 2015 Same period 2014
MapReduce
Rank 702 688 746
Rank change year-on-year
-14 +58
Permanent jobs citing MapReduce 207 245 171
As % of all permanent IT jobs located in England 0.22% 0.25% 0.17%
As % of the Processes & Methodologies category 0.25% 0.29% 0.21%
Number of salaries quoted 143 208 147
Average salary £65,000 £65,000 £70,000
Average salary % change year-on-year
- -7.14%
90% offered a salary of more than £47,500 £45,000 £52,500
10% offered a salary of more than £100,000 £87,500 £85,000
UK excluding London average salary £57,500 £52,500 £50,000
% change year-on-year
+9.52% +5.00%
MapReduce
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
82058 84649 83361
As % of all permanent IT jobs located in England 86.88% 85.27% 85.04%
Number of salaries quoted 68908 70120 67040
Average salary £50,000 £49,000 £47,500
Average salary % change year-on-year
+2.04% +3.15%
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

MapReduce
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT 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
Salary Trend in England

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

MapReduce Salary Trend in England

MapReduce
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing MapReduce across the England region over the 3 months to 10 February 2016.

MapReduce Salary Histogram in England

MapReduce
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing MapReduce within the England region over the 3 months to 10 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
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -37 147 £70,000 +3.70% 24
West Midlands +22 38 £57,500 - 4
Yorkshire +2 8 £60,125 +33.61% 1
South East +12 7 £50,000 -5.66% 1
North West +28 3 £100,000 +70.21%
East of England -1 2 £50,000 -33.33% 2
East Midlands -4 1 £55,000 +2.32%
MapReduce
UK

MapReduce
Top 30 Related IT Skills in England

For the 6 months to 10 February 2016, IT 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 IT job ads sampled that cited MapReduce.

1 410 (89.32%) Hadoop
2 358 (78.00%) Big Data
3 285 (62.09%) Java
4 252 (54.90%) Apache Hive
5 230 (50.11%) Python
6 226 (49.24%) Apache Spark
7 201 (43.79%) SQL
8 178 (38.78%) Agile Software Development
8 178 (38.78%) Apache Pig
9 157 (34.20%) HBase
10 141 (30.72%) Analytics
11 137 (29.85%) Business Intelligence
12 124 (27.02%) NoSQL
13 113 (24.62%) Apache Cassandra
13 113 (24.62%) Finance
14 112 (24.40%) Scala
15 109 (23.75%) ETL
16 105 (22.88%) HDFS
17 102 (22.22%) MongoDB
18 98 (21.35%) TDD
19 97 (21.13%) Linux
20 91 (19.83%) Data Warehouse
21 88 (19.17%) Degree
22 86 (18.74%) SQL Server
22 86 (18.74%) JavaScript
23 84 (18.30%) Algorithms
24 78 (16.99%) Software Engineering
24 78 (16.99%) Analytical Skills
25 77 (16.78%) Machine Learning
26 75 (16.34%) Oracle

MapReduce
Top Related IT Skills in England by Category

For the 6 months to 10 February 2016, IT 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 IT job ads sampled that cited MapReduce. Up to 20 skills are shown per category.

Application Platforms
1 226 (49.24%) Apache Spark
2 178 (38.78%) Apache Pig
3 64 (13.94%) Apache
4 45 (9.80%) SAS
5 23 (5.01%) Elasticsearch
5 23 (5.01%) JBoss
6 22 (4.79%) Tomcat
7 21 (4.58%) GlassFish
8 12 (2.61%) Apache Solr
8 12 (2.61%) CMS
8 12 (2.61%) Umbraco
9 11 (2.40%) Confluence
10 9 (1.96%) SharePoint
11 6 (1.31%) Oracle Coherence
12 3 (0.65%) Node.js
13 2 (0.44%) OpenStack
14 1 (0.22%) Oracle Spatial
14 1 (0.22%) WebLogic
14 1 (0.22%) WebSphere
Applications
1 10 (2.18%) SPSS
2 5 (1.09%) MS Excel
3 3 (0.65%) Weka
Business Applications
1 2 (0.44%) Oracle BPM
1 2 (0.44%) SAP MDM
2 1 (0.22%) SAP Oil and Gas
Cloud Services
1 52 (11.33%) Amazon AWS
2 33 (7.19%) Amazon EMR
3 26 (5.66%) PaaS
4 23 (5.01%) Google Cloud Platform
5 21 (4.58%) Google App Engine
6 17 (3.70%) IaaS
7 16 (3.49%) iPaaS
8 12 (2.61%) Microsoft Azure
9 11 (2.40%) Google Analytics
10 7 (1.53%) Adobe Analytics
10 7 (1.53%) Amazon EC2
10 7 (1.53%) Amazon S3
11 4 (0.87%) Cloud Computing
11 4 (0.87%) SaaS
12 3 (0.65%) Amazon Kinesis
12 3 (0.65%) Heroku
13 2 (0.44%) Amazon ELB
13 2 (0.44%) AWS Elastic Beanstalk
13 2 (0.44%) GitHub
14 1 (0.22%) Amazon SQS
Communications & Networking
1 27 (5.88%) HTTP
2 21 (4.58%) OpenLDAP
3 18 (3.92%) Internet
4 2 (0.44%) Broadband
4 2 (0.44%) Kerberos
5 1 (0.22%) GSM
5 1 (0.22%) LTE
5 1 (0.22%) PuTTY
5 1 (0.22%) SAN
5 1 (0.22%) UMTS
Database & Business Intelligence
1 410 (89.32%) Hadoop
2 358 (78.00%) Big Data
3 252 (54.90%) Apache Hive
4 157 (34.20%) HBase
5 124 (27.02%) NoSQL
6 113 (24.62%) Apache Cassandra
7 102 (22.22%) MongoDB
8 91 (19.83%) Data Warehouse
9 86 (18.74%) SQL Server
10 74 (16.12%) Sqoop
11 72 (15.69%) Impala
12 64 (13.94%) Data Mining
13 58 (12.64%) PostgreSQL
14 41 (8.93%) Relational Database
15 39 (8.50%) MySQL
16 26 (5.66%) QlikView
16 26 (5.66%) RDBMS
17 25 (5.45%) Mahout
18 22 (4.79%) Amazon Redshift
19 21 (4.58%) Riak
Development Applications
1 46 (10.02%) Git (software)
2 30 (6.54%) JUnit
3 29 (6.32%) Jenkins
4 28 (6.10%) Maven
5 23 (5.01%) Subversion
6 21 (4.58%) Mockito
7 15 (3.27%) Talend Open Studio
8 6 (1.31%) Selenium
9 5 (1.09%) ANTLR
9 5 (1.09%) Gerrit
9 5 (1.09%) JIRA
10 3 (0.65%) SQL Server Management Studio (SSMS)
11 2 (0.44%) Atlassian Bamboo
11 2 (0.44%) Grunt
11 2 (0.44%) Jasmine
11 2 (0.44%) Oracle APEX
11 2 (0.44%) TeamCity
12 1 (0.22%) Fiddler
12 1 (0.22%) Hudson
12 1 (0.22%) RSpec
General
1 113 (24.62%) Finance
2 54 (11.76%) Banking
3 46 (10.02%) Marketing
4 28 (6.10%) Retail
5 26 (5.66%) Games
6 22 (4.79%) Investment Banking
7 12 (2.61%) Telecoms
8 10 (2.18%) Advertising
9 7 (1.53%) Front Office
10 6 (1.31%) Law
11 5 (1.09%) Legal
11 5 (1.09%) Pharmaceutical
12 4 (0.87%) Manufacturing
13 2 (0.44%) Automotive
13 2 (0.44%) Electronics
13 2 (0.44%) Online Betting
14 1 (0.22%) Financial Institution
14 1 (0.22%) Multimedia
14 1 (0.22%) Publishing
Job Titles
1 157 (34.20%) Developer
2 101 (22.00%) Architect
3 62 (13.51%) Java Developer
4 61 (13.29%) Data Architect
5 56 (12.20%) Big Data Architect
6 55 (11.98%) Hadoop Developer
7 54 (11.76%) Big Data Developer
8 43 (9.37%) Hadoop Architect
9 40 (8.71%) Hadoop Engineer
10 38 (8.28%) Data Scientist
11 30 (6.54%) Big Data Engineer
12 29 (6.32%) Administrator
13 27 (5.88%) Java Engineer
14 25 (5.45%) Hadoop Administrator
14 25 (5.45%) Python Developer
15 21 (4.58%) Integration Architect
16 17 (3.70%) Scala Developer
17 16 (3.49%) Agile Developer
17 16 (3.49%) Cloud Architect
18 15 (3.27%) Agile Java Developer
Libraries, Frameworks & Software Standards
1 49 (10.68%) HTML
2 47 (10.24%) CSS
3 46 (10.02%) LAPP Stack
4 44 (9.59%) Kafka
5 43 (9.37%) XML
6 37 (8.06%) Hibernate
6 37 (8.06%) Spring
7 33 (7.19%) Web Services
8 31 (6.75%) JSON
9 29 (6.32%) HTML5
9 29 (6.32%) jQuery
10 25 (5.45%) AngularJS
11 24 (5.23%) CSS3
12 22 (4.79%) Middleware
13 21 (4.58%) Guice
13 21 (4.58%) LAMP
14 17 (3.70%) D3.js
15 16 (3.49%) .NET
16 14 (3.05%) Apache Avro
16 14 (3.05%) ASP.NET
Miscellaneous
1 84 (18.30%) Algorithms
2 78 (16.99%) Analytical Skills
3 62 (13.51%) Computer Science
4 40 (8.71%) Visualisation
5 29 (6.32%) Data Structures
6 28 (6.10%) Mathematics
7 24 (5.23%) Statistics
8 23 (5.01%) Data Integration
9 21 (4.58%) Fintech
10 15 (3.27%) Physics
10 15 (3.27%) User Experience
11 13 (2.83%) Mobile App
12 10 (2.18%) Wiki
13 9 (1.96%) Management Information System
14 8 (1.74%) Neural Network
14 8 (1.74%) Online Games
14 8 (1.74%) Tandem
15 7 (1.53%) Clustering
15 7 (1.53%) Foreign Exchange (FX)
15 7 (1.53%) Replication
Operating Systems
1 97 (21.13%) Linux
2 36 (7.84%) Unix
3 25 (5.45%) Windows
4 11 (2.40%) Android
4 11 (2.40%) Apple iOS
5 3 (0.65%) Mac OS X
6 1 (0.22%) Red Hat Enterprise Linux
6 1 (0.22%) Ubuntu
6 1 (0.22%) Windows Server
Processes & Methodologies
1 178 (38.78%) Agile Software Development
2 141 (30.72%) Analytics
3 137 (29.85%) Business Intelligence
4 109 (23.75%) ETL
5 98 (21.35%) TDD
6 78 (16.99%) Software Engineering
7 77 (16.78%) Machine Learning
8 75 (16.34%) OO
9 68 (14.81%) Data Management
10 61 (13.29%) Open Source
11 54 (11.76%) Continuous Integration
12 53 (11.55%) Multithreading
13 50 (10.89%) Performance Tuning
14 44 (9.59%) Data Analysis
15 43 (9.37%) Data Analytics
16 38 (8.28%) Mentoring
17 33 (7.19%) OOP
18 31 (6.75%) MVC
19 27 (5.88%) E-Commerce
19 27 (5.88%) SDLC
Programming Languages
1 285 (62.09%) Java
2 230 (50.11%) Python
3 201 (43.79%) SQL
4 112 (24.40%) Scala
5 86 (18.74%) JavaScript
6 68 (14.81%) R
7 48 (10.46%) Ruby
8 42 (9.15%) C++
9 36 (7.84%) Shell Script
10 32 (6.97%) PHP
11 26 (5.66%) C#
12 25 (5.45%) T-SQL
13 17 (3.70%) Bash Shell
14 15 (3.27%) MATLAB
15 14 (3.05%) C
15 14 (3.05%) Perl
16 8 (1.74%) PL/SQL
17 6 (1.31%) Clojure
18 4 (0.87%) Go
19 3 (0.65%) F#
Qualifications
1 88 (19.17%) Degree
2 26 (5.66%) PhD
3 5 (1.09%) Security Cleared
4 4 (0.87%) SC Cleared
5 2 (0.44%) CITP
6 1 (0.22%) DV Cleared
6 1 (0.22%) ISEB
6 1 (0.22%) ISTQB
Quality Assurance & Compliance
1 15 (3.27%) Data Quality
2 5 (1.09%) QA
3 1 (0.22%) SLA
System Software
1 105 (22.88%) HDFS
2 69 (15.03%) Apache Flume
3 27 (5.88%) Apache ZooKeeper
4 4 (0.87%) Veritas Cluster Server
5 2 (0.44%) Firmware
6 1 (0.22%) Docker
Systems Management
1 70 (15.25%) Oozie
2 61 (13.29%) Hadoop YARN
3 31 (6.75%) Puppet
4 24 (5.23%) Opscode Chef
5 6 (1.31%) Ambari
6 2 (0.44%) Ansible
Vendors
1 75 (16.34%) Oracle
2 68 (14.81%) Teradata
3 57 (12.42%) Cloudera
4 54 (11.76%) Google
5 52 (11.33%) Hortonworks
6 42 (9.15%) MapR
7 37 (8.06%) Tableau
8 30 (6.54%) Netezza
8 30 (6.54%) SAP
9 28 (6.10%) IBM
9 28 (6.10%) Informatica
10 22 (4.79%) Microsoft
11 17 (3.70%) Ab Initio
12 15 (3.27%) Talend
13 14 (3.05%) Cognos
14 13 (2.83%) Sybase
15 12 (2.61%) Greenplum
15 12 (2.61%) VMware
16 11 (2.40%) Facebook
17 10 (2.18%) PayPal
Portsmouth, Hampshire
Concept Resourcing
Salary: Benefits
Posted: 2 days ago
South West London
First Point
Salary: £35000.00 - £47000.00 per annum
Posted: 2 days ago
London
Lawrence Harvey Enterprise
Salary: £75000 - £95000 per annum + Bonus, Car, Pension, Flexibenefits
Posted: 3 days ago
City, London
Client Server
Salary: £45k to £55k + bonus + benefits
Posted: 5 days ago
Warwick, Warwickshire
First Utility
Salary: From £45,000 to £65,000 per annum + bonus + excellent benefits
Posted: 5 days ago
London
Harvey Nash plc
Salary: £100000 - £110000 per annum
Posted: 5 days ago
London
Client Server
Salary: £45k to £55k + bonus + benefits
Posted: 5 days ago
West Midlands
First Utility
Salary: £50,000 - £65,000 + Bonus + Excellent Benefits
Posted: 6 days ago
West London
Deanslist Limited
Salary: £ Competitive (depending on experience) + Share options + Benefits
Posted: 6 days ago
London
Client Server
Salary: £40k to £55k + bonus + benefits
Posted: 6 days ago
Central London / West End
Client Server
Salary: £40k to £55k + bonus + benefits
Posted: 6 days ago
London
Sopra Steria Recruitment
Salary: From £80,000 to £100,000 per annum + 15% + Benefits
Posted: 13 days ago
City of London
Churchill Frank International
Salary: £75000 - £95000 per annum + Benefits
Posted: 14 days ago
City of London
Churchill Frank International
Salary: £85000 - £110000 per annum + Benefits(Depending on Exp)
Posted: 15 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 19 days ago
Leeds
Sky Betting & Gaming
Posted: 20 days ago
City of London
Churchill Frank International
Salary: £65000 - £85000 per annum + Benefit + Excellent Bonus
Posted: 20 days ago
City of London
Churchill Frank International
Salary: £75000 - £92000 per annum + Benefits
Posted: 20 days ago
Cambridge
Computer Futures
Salary: £50000 - £80000 per annum + competitive benefits
Posted: 20 days ago
City of London
Churchill Frank International
Salary: £50000 - £60000 per annum + Benefits
Posted: 22 days ago
City of London
Churchill Frank International
Salary: £75000 - £95000 per annum + Benefits
Posted: 22 days ago
City, London
Worldpay
Posted: 23 days ago
London
comparethemarket.com
Posted: 23 days ago
Warwick, Warwickshire
First Utility
Salary: + Bonus + Excellent Benefits
Posted: 23 days ago
Warwick, Warwickshire
First Utility
Salary: From £45,000 to £60,000 per annum + Bonus + Excellent Benefits
Posted: 23 days ago
Peterborough
Churchill Frank International
Salary: £65000 - £92000 per annum + Benefits
Posted: 23 days ago
City of London
Churchill Frank International
Salary: £75000 - £92000 per annum + Benefits
Posted: 23 days ago
London
comparethemarket.com
Salary: Up to £94,000 + Bonus + Benefits
Posted: 27 days ago