The table below looks at the statistics for MapReduce skills in IT jobs advertised for the South East region. Included is a guide to the salaries offered in IT jobs that have cited MapReduce over the 3 months to 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
MapReduce
England / South East
Rank 337 432 452
Rank change year-on-year
+95 +20
Permanent jobs citing MapReduce 52 18 8
As % of all permanent IT jobs located in the South East 0.35% 0.092% 0.039%
As % of the Processes & Methodologies category 0.41% 0.11% 0.046%
Number of salaries quoted 48 14 7
Median salary £72,500 £61,250 £51,000
Median salary % change year-on-year
+18.36% +20.09%
90% offered a salary of more than £50,000 £48,250 £32,500
10% offered a salary of more than £77,500 £85,000 £85,000
UK excluding London median salary £65,000 £57,500 £50,500
% change year-on-year
+13.04% +13.86%

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

Processes & Methodologies Category
South East
Permanent IT job ads with a match in the
Processes & Methodologies category
12766 16935 17369
As % of all permanent IT jobs located in the South East 85.65% 86.56% 84.63%
Number of salaries quoted 10434 14284 13964
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £31,500 £31,500 £30,000
10% offered a salary of more than £67,500 £65,000 £67,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

MapReduce
Jobs Demand Trend in the South East

The demand trend of job ads across the South East region citing MapReduce as a proportion of all IT jobs with a match in the Processes & Methodologies category.

MapReduce Jobs Demand Trend in the South East

MapReduce
Salary Trend in the South East

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

MapReduce Salary Trend in the South East

MapReduce
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing MapReduce across the South East region over the 3 months to 19 January 2017.

MapReduce Salary Histogram in the South East

MapReduce
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MapReduce within the South East 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Surrey +43 19 £75,000 +7.14% 2
Hampshire +29 12 £76,250 +52.50% 1
Berkshire - 9 £50,000 -
Oxfordshire - 3 £67,500 -
MapReduce
England

MapReduce
Top 30 Related IT Skills in the South East

For the 6 months to 19 January 2017, IT jobs citing MapReduce also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South East region with a requirement for MapReduce.

1 71 (100.00%) Hadoop
2 67 (94.37%) Big Data
3 51 (71.83%) Agile Software Development
3 51 (71.83%) Java
4 37 (52.11%) HBase
4 37 (52.11%) Apache Hive
5 28 (39.44%) SQL
6 25 (35.21%) Scrum
7 24 (33.80%) Spring
7 24 (33.80%) J2EE
7 24 (33.80%) Apache Pig
8 23 (32.39%) NoSQL
8 23 (32.39%) Web Services
9 22 (30.99%) Business Intelligence
10 21 (29.58%) Analytics
11 16 (22.54%) Oozie
11 16 (22.54%) SQL Server
12 14 (19.72%) Apache Spark
13 13 (18.31%) Apache Flume
13 13 (18.31%) GitHub
13 13 (18.31%) Oracle
13 13 (18.31%) Python
13 13 (18.31%) JIRA
14 12 (16.90%) Linux
15 11 (15.49%) ETL
15 11 (15.49%) Data Modelling
16 10 (14.08%) Kimball Methodology
16 10 (14.08%) Puppet
16 10 (14.08%) SQL Server Integration Services
16 10 (14.08%) Data Analysis

MapReduce
Top Related IT Skills in the South East 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 24 (33.80%) Apache Pig
2 14 (19.72%) Apache Spark
3 4 (5.63%) Elasticsearch
3 4 (5.63%) SAS
4 3 (4.23%) Confluence
5 2 (2.82%) Apache
6 1 (1.41%) OpenStack
6 1 (1.41%) Oracle SOA Suite
Cloud Services
1 13 (18.31%) GitHub
2 3 (4.23%) SaaS
3 1 (1.41%) IaaS
3 1 (1.41%) PaaS
Database & Business Intelligence
1 71 (100.00%) Hadoop
2 67 (94.37%) Big Data
3 37 (52.11%) Apache Hive
3 37 (52.11%) HBase
4 23 (32.39%) NoSQL
5 16 (22.54%) SQL Server
6 10 (14.08%) Data Warehouse
6 10 (14.08%) OLAP
6 10 (14.08%) SQL Server Analysis Services
6 10 (14.08%) SQL Server Integration Services
7 9 (12.68%) Apache Cassandra
7 9 (12.68%) Data Mining
7 9 (12.68%) MySQL
7 9 (12.68%) OLTP
7 9 (12.68%) Power BI
7 9 (12.68%) PowerPivot
7 9 (12.68%) Relational Database
7 9 (12.68%) SQL Server Reporting Services
8 7 (9.86%) MongoDB
8 7 (9.86%) PostgreSQL
Development Applications
1 13 (18.31%) JIRA
2 3 (4.23%) Bitbucket
3 1 (1.41%) Talend Open Studio
General
1 3 (4.23%) Finance
1 3 (4.23%) Manufacturing
1 3 (4.23%) Retail
1 3 (4.23%) Telecoms
2 2 (2.82%) Electronics
3 1 (1.41%) Automotive
Job Titles
1 45 (63.38%) Developer
2 25 (35.21%) Java Developer
3 14 (19.72%) Big Data Developer
4 12 (16.90%) Senior Developer
4 12 (16.90%) Senior Java Developer
5 11 (15.49%) Lead Developer
5 11 (15.49%) Lead Java Developer
5 11 (15.49%) NoSQL Developer
6 8 (11.27%) Big Data Engineer
6 8 (11.27%) Business Intelligence Lead
6 8 (11.27%) SQL Developer
6 8 (11.27%) Technical Leader
7 7 (9.86%) Hadoop Developer
8 6 (8.45%) Business Intelligence Developer
8 6 (8.45%) MySQL Developer
8 6 (8.45%) Software Engineer
8 6 (8.45%) SQL BI Developer
8 6 (8.45%) SQL Server BI Developer
8 6 (8.45%) SQL Server Developer
9 5 (7.04%) Data Engineer
Libraries, Frameworks & Software Standards
1 24 (33.80%) J2EE
1 24 (33.80%) Spring
2 23 (32.39%) Web Services
3 5 (7.04%) .NET
3 5 (7.04%) ASP.NET
4 4 (5.63%) Django
5 3 (4.23%) Celery
5 3 (4.23%) RabbitMQ
6 1 (1.41%) AngularJS
6 1 (1.41%) Cascading
6 1 (1.41%) CSS
6 1 (1.41%) HTML
6 1 (1.41%) HTML5
6 1 (1.41%) jQuery
6 1 (1.41%) JSF
6 1 (1.41%) JSON
6 1 (1.41%) Kafka
6 1 (1.41%) MyBatis
6 1 (1.41%) Natural Language Processing
6 1 (1.41%) YUI
Miscellaneous
1 10 (14.08%) Management Information System
2 5 (7.04%) Artificial Intelligence
3 3 (4.23%) Smartphone
3 3 (4.23%) User Experience
3 3 (4.23%) Wiki
4 2 (2.82%) Algorithms
4 2 (2.82%) Analytical Skills
4 2 (2.82%) Computer Science
4 2 (2.82%) Cyberthreat
4 2 (2.82%) Data Structures
4 2 (2.82%) Statistics
4 2 (2.82%) Visualisation
5 1 (1.41%) Mobile App
5 1 (1.41%) Neural Network
Operating Systems
1 12 (16.90%) Linux
2 4 (5.63%) Unix
3 1 (1.41%) Android
3 1 (1.41%) Apple iOS
Processes & Methodologies
1 51 (71.83%) Agile Software Development
2 25 (35.21%) Scrum
3 22 (30.99%) Business Intelligence
4 21 (29.58%) Analytics
5 11 (15.49%) Data Modelling
5 11 (15.49%) ETL
6 10 (14.08%) Data Analysis
6 10 (14.08%) Kimball Methodology
6 10 (14.08%) Time Management
7 9 (12.68%) SDLC
7 9 (12.68%) Software Engineering
8 8 (11.27%) Kanban
8 8 (11.27%) Open Source
9 6 (8.45%) Statistical Modelling
10 5 (7.04%) Predictive Modelling
10 5 (7.04%) TDD
11 4 (5.63%) Dimensional Modelling
11 4 (5.63%) OO
11 4 (5.63%) Stakeholder Management
12 3 (4.23%) OOD
Programming Languages
1 51 (71.83%) Java
2 28 (39.44%) SQL
3 13 (18.31%) Python
4 10 (14.08%) Shell Script
5 7 (9.86%) PL/SQL
6 6 (8.45%) R
7 4 (5.63%) C++
7 4 (5.63%) JavaScript
7 4 (5.63%) Scala
7 4 (5.63%) T-SQL
8 3 (4.23%) C
9 2 (2.82%) Pig Latin
10 1 (1.41%) MATLAB
10 1 (1.41%) Perl
10 1 (1.41%) VBA
Qualifications
1 7 (9.86%) Degree
2 2 (2.82%) Security Cleared
3 1 (1.41%) DV Cleared
3 1 (1.41%) SC Cleared
Quality Assurance & Compliance
1 2 (2.82%) Data Quality
System Software
1 13 (18.31%) Apache Flume
2 9 (12.68%) HDFS
3 3 (4.23%) Apache ZooKeeper
Systems Management
1 16 (22.54%) Oozie
2 10 (14.08%) Puppet
3 5 (7.04%) Hadoop YARN
Vendors
1 13 (18.31%) Oracle
2 9 (12.68%) Cognos
3 7 (9.86%) Microsoft
4 5 (7.04%) Cloudera
5 4 (5.63%) Hortonworks
5 4 (5.63%) MapR
6 3 (4.23%) SAP
7 2 (2.82%) Ab Initio
8 1 (1.41%) MicroStrategy
8 1 (1.41%) Tableau
8 1 (1.41%) Talend
Hampshire
Acumin
Salary: Up to £55,000 per annum DOE
Posted: 5 hours ago
Guildford, Surrey
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: Yesterday
Staines
Centrica
Salary: Competitive + benefits
Posted: 13 days ago