The table below looks at the statistics for MapReduce skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited MapReduce over the 3 months to 12 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
12 Feb 2016
Same period 2015 Same period 2014
MapReduce
Rank 725 679 752
Rank change year-on-year
-46 +73
Permanent jobs citing MapReduce 211 263 185
As % of all permanent IT jobs located in the UK 0.21% 0.25% 0.18%
As % of the Processes & Methodologies category 0.24% 0.29% 0.21%
Number of salaries quoted 146 222 161
Average salary £65,000 £65,000 £67,500
Average salary % change year-on-year
- -3.70%
90% offered a salary of more than £47,500 £44,000 £50,000
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%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
87935 90766 89428
As % of all permanent IT jobs located in the UK 86.82% 85.27% 84.97%
Number of salaries quoted 72987 74501 71137
Average salary £50,000 £47,500 £47,500
Average salary % change year-on-year
+5.26% -
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £75,000 £75,000 £72,500
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

MapReduce
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing MapReduce within the UK as a proportion of the total demand within the Processes & Methodologies category.

MapReduce Jobs Demand Trend in the UK

MapReduce
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MapReduce within the UK.

MapReduce Salary Trend in the UK

MapReduce
Salary Histogram

This chart provides a salary histogram for IT jobs citing MapReduce over the 3 months to 12 February 2016 within the UK.

MapReduce Salary Histogram in the UK

MapReduce
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing MapReduce within the UK over the 3 months to 12 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
England -14 207 £65,000 - 39
London -37 147 £70,000 +3.70% 31
West Midlands +22 38 £57,500 - 4
Warwickshire - 32 £57,500 - 3
Warwick - 32 £57,500 - 3
City of London +43 27 £90,000 +20.00% 13
Yorkshire +2 8 £60,125 +33.61% 1
South East +12 7 £50,000 -5.66%
Leeds -3 7 £60,250 +33.88% 1
West Yorkshire -12 7 £60,250 +33.88% 1
Scotland -4 4 £40,000 - 3
Hampshire - 4 £50,000 -
North West +28 3 £100,000 +70.21% 1
Surrey +11 3 £61,250 +15.56%
Cheshire +26 2 £100,000 +60.00%
East of England -1 2 £50,000 -33.33% 2
Glasgow -29 2 £40,000 - 2
Edinburgh - 2 £60,000 - 1
Staines - 2 £60,000 -
Basingstoke - 2 £50,000 -
Hertfordshire +3 1 £65,000 -16.12%
Guildford +2 1 £62,500 +17.92%
Nottinghamshire +1 1 £55,000 +15.78%
Birmingham -4 1 - -
East Midlands -4 1 £55,000 +2.32%
Nottingham -4 1 £55,000 +15.78%
Norfolk - 1 £35,000 -
Liverpool - 1 - -
Merseyside - 1 - -
Portsmouth - 1 £30,000 -

MapReduce
Top 30 Related IT Skills

For the 6 months to 12 February 2016, IT jobs within the UK 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.

1 421 (89.19%) Hadoop
2 368 (77.97%) Big Data
3 298 (63.14%) Java
4 261 (55.30%) Apache Hive
5 238 (50.42%) Python
6 230 (48.73%) Apache Spark
7 207 (43.86%) SQL
8 184 (38.98%) Agile Software Development
9 183 (38.77%) Apache Pig
10 160 (33.90%) HBase
11 144 (30.51%) Analytics
12 138 (29.24%) Business Intelligence
13 133 (28.18%) NoSQL
14 120 (25.42%) Apache Cassandra
15 115 (24.36%) Finance
16 114 (24.15%) Scala
17 112 (23.73%) ETL
18 108 (22.88%) HDFS
19 107 (22.67%) MongoDB
20 102 (21.61%) Linux
21 100 (21.19%) TDD
22 94 (19.92%) Data Warehouse
23 88 (18.64%) SQL Server
23 88 (18.64%) Degree
23 88 (18.64%) Algorithms
24 87 (18.43%) JavaScript
25 82 (17.37%) Software Engineering
26 81 (17.16%) Machine Learning
27 79 (16.74%) Analytical Skills
28 78 (16.53%) Oracle

MapReduce
Top Related IT Skills by Category

For the 6 months to 12 February 2016, IT jobs within the UK 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
1 230 (48.73%) Apache Spark
2 183 (38.77%) Apache Pig
3 65 (13.77%) Apache
4 45 (9.53%) SAS
5 27 (5.72%) JBoss
6 24 (5.08%) Elasticsearch
7 22 (4.66%) Tomcat
8 21 (4.45%) GlassFish
9 13 (2.75%) Apache Solr
10 12 (2.54%) CMS
10 12 (2.54%) Umbraco
11 11 (2.33%) Confluence
12 9 (1.91%) SharePoint
13 6 (1.27%) Oracle Coherence
14 4 (0.85%) Node.js
15 2 (0.42%) Alfresco
15 2 (0.42%) Mule
15 2 (0.42%) OpenStack
15 2 (0.42%) SugarCRM
16 1 (0.21%) Oracle Spatial
Applications
1 10 (2.12%) SPSS
2 5 (1.06%) MS Excel
3 3 (0.64%) Weka
Business Applications
1 2 (0.42%) Oracle BPM
1 2 (0.42%) SAP MDM
2 1 (0.21%) SAP Oil and Gas
Cloud Services
1 54 (11.44%) Amazon AWS
2 33 (6.99%) Amazon EMR
3 26 (5.51%) PaaS
4 23 (4.87%) Google Cloud Platform
5 21 (4.45%) Google App Engine
6 17 (3.60%) IaaS
7 16 (3.39%) iPaaS
8 13 (2.75%) Microsoft Azure
9 11 (2.33%) Google Analytics
10 7 (1.48%) Adobe Analytics
10 7 (1.48%) Amazon EC2
10 7 (1.48%) Amazon S3
11 6 (1.27%) SaaS
12 4 (0.85%) Cloud Computing
13 3 (0.64%) Amazon Kinesis
13 3 (0.64%) Heroku
14 2 (0.42%) Amazon ELB
14 2 (0.42%) AWS Elastic Beanstalk
14 2 (0.42%) GitHub
15 1 (0.21%) Amazon SQS
Communications & Networking
1 29 (6.14%) HTTP
2 21 (4.45%) OpenLDAP
3 18 (3.81%) Internet
4 2 (0.42%) Broadband
4 2 (0.42%) Kerberos
4 2 (0.42%) PuTTY
4 2 (0.42%) TCP/IP
4 2 (0.42%) tcpdump
5 1 (0.21%) GSM
5 1 (0.21%) Intrusion Detection
5 1 (0.21%) LTE
5 1 (0.21%) SAN
5 1 (0.21%) UMTS
Database & Business Intelligence
1 421 (89.19%) Hadoop
2 368 (77.97%) Big Data
3 261 (55.30%) Apache Hive
4 160 (33.90%) HBase
5 133 (28.18%) NoSQL
6 120 (25.42%) Apache Cassandra
7 107 (22.67%) MongoDB
8 94 (19.92%) Data Warehouse
9 88 (18.64%) SQL Server
10 77 (16.31%) Sqoop
11 73 (15.47%) Impala
12 65 (13.77%) Data Mining
13 59 (12.50%) PostgreSQL
14 43 (9.11%) MySQL
14 43 (9.11%) Relational Database
15 26 (5.51%) QlikView
15 26 (5.51%) RDBMS
16 25 (5.30%) Mahout
17 23 (4.87%) Riak
18 22 (4.66%) Amazon Redshift
Development Applications
1 46 (9.75%) Git (software)
2 31 (6.57%) JUnit
3 29 (6.14%) Jenkins
3 29 (6.14%) Maven
4 23 (4.87%) Subversion
5 21 (4.45%) Mockito
6 17 (3.60%) Talend Open Studio
7 6 (1.27%) Selenium
8 5 (1.06%) ANTLR
8 5 (1.06%) Gerrit
8 5 (1.06%) JIRA
9 3 (0.64%) SQL Server Management Studio (SSMS)
10 2 (0.42%) Atlassian Bamboo
10 2 (0.42%) Grunt
10 2 (0.42%) Jasmine
10 2 (0.42%) Oracle APEX
10 2 (0.42%) TeamCity
11 1 (0.21%) Fiddler
11 1 (0.21%) LoadUI
11 1 (0.21%) RSpec
General
1 115 (24.36%) Finance
2 54 (11.44%) Banking
3 46 (9.75%) Marketing
4 28 (5.93%) Retail
5 26 (5.51%) Games
6 22 (4.66%) Investment Banking
7 12 (2.54%) Telecoms
8 10 (2.12%) Advertising
9 8 (1.69%) Law
10 7 (1.48%) Front Office
11 5 (1.06%) Legal
11 5 (1.06%) Pharmaceutical
12 4 (0.85%) Manufacturing
13 2 (0.42%) Aerospace
13 2 (0.42%) Automotive
13 2 (0.42%) Electronics
13 2 (0.42%) Online Betting
14 1 (0.21%) Financial Institution
14 1 (0.21%) Multimedia
14 1 (0.21%) Publishing
Job Titles
1 165 (34.96%) Developer
2 102 (21.61%) Architect
3 67 (14.19%) Java Developer
4 62 (13.14%) Data Architect
5 57 (12.08%) Big Data Architect
6 56 (11.86%) Big Data Developer
6 56 (11.86%) Hadoop Developer
7 43 (9.11%) Hadoop Architect
8 40 (8.47%) Hadoop Engineer
9 38 (8.05%) Data Scientist
10 31 (6.57%) Big Data Engineer
11 29 (6.14%) Administrator
12 27 (5.72%) Java Engineer
13 25 (5.30%) Hadoop Administrator
13 25 (5.30%) Python Developer
14 21 (4.45%) Integration Architect
15 17 (3.60%) Scala Developer
16 16 (3.39%) Agile Developer
16 16 (3.39%) Cloud Architect
17 15 (3.18%) Agile Java Developer
Libraries, Frameworks & Software Standards
1 50 (10.59%) HTML
2 48 (10.17%) CSS
3 47 (9.96%) Kafka
4 46 (9.75%) LAPP Stack
5 43 (9.11%) XML
6 40 (8.47%) Spring
7 39 (8.26%) Hibernate
8 34 (7.20%) Web Services
9 31 (6.57%) JSON
10 29 (6.14%) HTML5
10 29 (6.14%) jQuery
11 26 (5.51%) AngularJS
12 24 (5.08%) CSS3
12 24 (5.08%) Middleware
13 21 (4.45%) Guice
13 21 (4.45%) LAMP
14 18 (3.81%) D3.js
15 16 (3.39%) .NET
16 14 (2.97%) Apache Avro
16 14 (2.97%) ASP.NET
Miscellaneous
1 88 (18.64%) Algorithms
2 79 (16.74%) Analytical Skills
3 66 (13.98%) Computer Science
4 43 (9.11%) Visualisation
5 32 (6.78%) Data Structures
6 29 (6.14%) Data Integration
6 29 (6.14%) Mathematics
7 25 (5.30%) Statistics
8 21 (4.45%) Fintech
9 15 (3.18%) Physics
9 15 (3.18%) User Experience
10 13 (2.75%) Mobile App
11 10 (2.12%) Wiki
12 9 (1.91%) Management Information System
13 8 (1.69%) Neural Network
13 8 (1.69%) Online Games
13 8 (1.69%) Tandem
14 7 (1.48%) Clustering
14 7 (1.48%) Foreign Exchange (FX)
14 7 (1.48%) Replication
Operating Systems
1 102 (21.61%) Linux
2 39 (8.26%) Unix
3 26 (5.51%) Windows
4 11 (2.33%) Android
4 11 (2.33%) Apple iOS
5 3 (0.64%) Mac OS X
6 2 (0.42%) Red Hat Enterprise Linux
7 1 (0.21%) CentOS
7 1 (0.21%) Ubuntu
7 1 (0.21%) Windows Server
Processes & Methodologies
1 184 (38.98%) Agile Software Development
2 144 (30.51%) Analytics
3 138 (29.24%) Business Intelligence
4 112 (23.73%) ETL
5 100 (21.19%) TDD
6 82 (17.37%) Software Engineering
7 81 (17.16%) Machine Learning
8 75 (15.89%) OO
9 68 (14.41%) Data Management
10 64 (13.56%) Open Source
11 55 (11.65%) Multithreading
12 54 (11.44%) Continuous Integration
13 52 (11.02%) Performance Tuning
14 45 (9.53%) Data Analysis
15 44 (9.32%) Data Analytics
16 40 (8.47%) Mentoring
17 33 (6.99%) OOP
18 31 (6.57%) MVC
19 29 (6.14%) Data Visualisation
19 29 (6.14%) SDLC
Programming Languages
1 298 (63.14%) Java
2 238 (50.42%) Python
3 207 (43.86%) SQL
4 114 (24.15%) Scala
5 87 (18.43%) JavaScript
6 69 (14.62%) R
7 48 (10.17%) Ruby
8 46 (9.75%) C++
9 36 (7.63%) Shell Script
10 34 (7.20%) PHP
11 26 (5.51%) C#
12 25 (5.30%) T-SQL
13 17 (3.60%) Bash Shell
14 16 (3.39%) C
14 16 (3.39%) Perl
15 15 (3.18%) MATLAB
16 8 (1.69%) PL/SQL
17 6 (1.27%) Clojure
18 4 (0.85%) Go
19 3 (0.64%) F#
Qualifications
1 88 (18.64%) Degree
2 26 (5.51%) PhD
3 5 (1.06%) Security Cleared
4 4 (0.85%) SC Cleared
5 2 (0.42%) CITP
5 2 (0.42%) ISEB
5 2 (0.42%) ISTQB
6 1 (0.21%) DV Cleared
Quality Assurance & Compliance
1 15 (3.18%) Data Quality
2 5 (1.06%) QA
3 1 (0.21%) SLA
System Software
1 108 (22.88%) HDFS
2 71 (15.04%) Apache Flume
3 27 (5.72%) Apache ZooKeeper
4 4 (0.85%) Veritas Cluster Server
5 2 (0.42%) Firmware
5 2 (0.42%) Snort
6 1 (0.21%) Docker
Systems Management
1 73 (15.47%) Oozie
2 63 (13.35%) Hadoop YARN
3 31 (6.57%) Puppet
4 24 (5.08%) Opscode Chef
5 8 (1.69%) Ambari
6 2 (0.42%) Ansible
Vendors
1 78 (16.53%) Oracle
2 68 (14.41%) Teradata
3 58 (12.29%) Cloudera
4 54 (11.44%) Google
5 53 (11.23%) Hortonworks
6 43 (9.11%) MapR
7 38 (8.05%) Tableau
8 30 (6.36%) Netezza
8 30 (6.36%) SAP
9 29 (6.14%) Informatica
10 28 (5.93%) IBM
11 22 (4.66%) Microsoft
12 17 (3.60%) Ab Initio
12 17 (3.60%) Talend
13 15 (3.18%) Cognos
14 13 (2.75%) Sybase
15 12 (2.54%) Greenplum
15 12 (2.54%) VMware
16 11 (2.33%) Facebook
17 10 (2.12%) PayPal
City, London
ANSON MCCADE
Salary: £70 500 to £95 000 basic (+ superb package!!!)
Posted: 6 hours ago
City, London
Client Server
Salary: £45k to £55k + bonus + benefits
Posted: 6 hours ago
Central London / West End
Client Server
Salary: £40k to £55k + bonus + benefits
Posted: 14 hours ago
London
Client Server
Salary: £45k to £55k + bonus + benefits
Posted: 18 hours ago
London
Empiric.com
Posted: Yesterday
Central London / West End
ANSON MCCADE
Salary: £65 000 to £85 000 basic (+ superb package!!!)
Posted: Yesterday
London
Careerwise UK Limited
Salary: £40000 - £85000 per annum + benefits + bonus
Posted: 2 days ago
London
ConSol Partners
Salary: £60000 - £80000 per annum + Equity
Posted: 2 days ago
City, London
Digital Vision Search Ltd
Salary: From £90,000 to £100,000 per annum + Bonus + Excellent Benefits
Posted: 2 days ago
Glasgow, Lanarkshire
CGI
Salary: £30000 - £50000 per annum + Benefits
Posted: 2 days ago
UK
set2recruit
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £40000 - £80,000 (Depending on Experience)
Posted: 3 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: £40000 - £80,000 (Depending on Experience)
Posted: 3 days ago
Central London / West End
ANSON MCCADE
Salary: £40000 - £80,000 (Depending on Experience)
Posted: 3 days ago
City, London
Informatiq Consulting
Salary: £50000 - £55000 per annum + bonus + bens
Posted: 3 days ago
South West London
First Point
Salary: £35000.00 - £47000.00 per annum
Posted: 4 days ago
London
Lawrence Harvey Enterprise
Salary: £75000 - £95000 per annum + Bonus, Car, Pension, Flexibenefits
Posted: 5 days ago
Warwick, Warwickshire
First Utility
Salary: From £45,000 to £65,000 per annum + bonus + excellent benefits
Posted: 7 days ago
London
Client Server
Salary: £45k to £55k + bonus + benefits
Posted: 7 days ago
West Midlands
First Utility
Salary: £50,000 - £65,000 + Bonus + Excellent Benefits
Posted: 8 days ago
London
Client Server
Salary: £40k to £55k + bonus + benefits
Posted: 8 days ago
Glasgow, Lanarkshire
CGI
Salary: £30000 - £55000 per annum + benefits
Posted: 10 days ago
London
Sopra Steria Recruitment
Salary: From £80,000 to £100,000 per annum + 15% + Benefits
Posted: 15 days ago
City of London
Churchill Frank International
Salary: £75000 - £95000 per annum + Benefits
Posted: 16 days ago
City of London
Churchill Frank International
Salary: £85000 - £110000 per annum + Benefits(Depending on Exp)
Posted: 17 days ago
London
Comparethemarket.com
Salary: Up to £94,000 + Bonus + Benefits
Posted: 18 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 21 days ago
Leeds
Sky Betting & Gaming
Posted: 22 days ago
City of London
Churchill Frank International
Salary: £65000 - £85000 per annum + Benefit + Excellent Bonus
Posted: 22 days ago
City of London
Churchill Frank International
Salary: £75000 - £92000 per annum + Benefits
Posted: 22 days ago