The table below looks at the statistics for MapReduce skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited MapReduce over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
MapReduce
Rank 249 239 262
Rank change year-on-year
-10 +23
Permanent jobs citing MapReduce 9 5 6
As % of all permanent IT jobs located in the North West 0.14% 0.081% 0.081%
As % of the Processes & Methodologies category 0.16% 0.093% 0.094%
Number of salaries quoted 9 4 2
Median salary £50,000 £75,000 £65,000
Median salary % change year-on-year
-33.33% +15.38%
90% offered a salary of more than £36,000 £65,000 £53,000
10% offered a salary of more than £75,000 £95,500 £77,000
UK excluding London median salary £55,000 £58,750 £60,000
% change year-on-year
-6.38% -2.08%
MapReduce
England

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

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5549 5389 6384
As % of all permanent IT jobs located in the North West 88.26% 87.81% 86.70%
Number of salaries quoted 4665 4410 5463
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £29,500 £28,500 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

MapReduce
Jobs Demand Trend in the North West

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

MapReduce Jobs Demand Trend in the North West

MapReduce
Salary Trend in the North West

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

MapReduce Salary Trend in the North West

MapReduce
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing MapReduce across the North West region over the 3 months to 7 December 2016.

MapReduce Salary Histogram in the North West

MapReduce
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MapReduce within the North West region over the 3 months to 7 December 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
(Click see detailed
statistics and trends)
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
Manchester -3 8 £50,000 -23.07% 2
Cheshire +21 1 £30,000 -70.00%
MapReduce
England

MapReduce
Top 30 Related IT Skills in the North West

For the 6 months to 7 December 2016, 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 North West region with a requirement for MapReduce.

1 13 (100.00%) Hadoop
1 13 (100.00%) Big Data
2 10 (76.92%) Python
3 9 (69.23%) SQL
4 8 (61.54%) Apache Spark
4 8 (61.54%) Cloudera
5 7 (53.85%) NoSQL
6 6 (46.15%) Open Source
6 6 (46.15%) Java
6 6 (46.15%) Linux
7 5 (38.46%) Data Modelling
7 5 (38.46%) Business Intelligence
7 5 (38.46%) SQL Server
7 5 (38.46%) Disaster Recovery
7 5 (38.46%) Data Security
7 5 (38.46%) Capacity Planning
7 5 (38.46%) MongoDB
7 5 (38.46%) R
7 5 (38.46%) Data Protection
7 5 (38.46%) Data Protection Act
7 5 (38.46%) SQL Server 2016
7 5 (38.46%) Performance Tuning
8 4 (30.77%) Apache Hive
8 4 (30.77%) Agile Software Development
9 3 (23.08%) Legal
9 3 (23.08%) C++
9 3 (23.08%) Web Services
9 3 (23.08%) C
9 3 (23.08%) OO
9 3 (23.08%) Apache

MapReduce
Top Related IT Skills in the North West 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 8 (61.54%) Apache Spark
2 3 (23.08%) Apache
2 3 (23.08%) Apache Pig
3 1 (7.69%) Apache Solr
3 1 (7.69%) Elasticsearch
Business Applications
1 2 (15.38%) SAP Oil and Gas
Cloud Services
1 3 (23.08%) Amazon AWS
1 3 (23.08%) Amazon EMR
Database & Business Intelligence
1 13 (100.00%) Big Data
1 13 (100.00%) Hadoop
2 7 (53.85%) NoSQL
3 5 (38.46%) MongoDB
3 5 (38.46%) SQL Server
3 5 (38.46%) SQL Server 2016
4 4 (30.77%) Apache Hive
5 3 (23.08%) Amazon Redshift
5 3 (23.08%) HBase
5 3 (23.08%) Impala
6 2 (15.38%) Sqoop
Development Applications
1 2 (15.38%) Git (software)
General
1 3 (23.08%) Legal
2 2 (15.38%) Electronics
2 2 (15.38%) Finance
2 2 (15.38%) Manufacturing
2 2 (15.38%) Marketing
2 2 (15.38%) Telecoms
3 1 (7.69%) Advertising
Job Titles
1 5 (38.46%) Administrator
1 5 (38.46%) DBA
1 5 (38.46%) SQL DBA
2 4 (30.77%) Data Engineer
3 3 (23.08%) Developer
3 3 (23.08%) Hadoop Developer
3 3 (23.08%) Scala Software Engineer
3 3 (23.08%) Software Engineer
4 2 (15.38%) Apache Spark Developer
4 2 (15.38%) Architect
4 2 (15.38%) AWS Engineer
4 2 (15.38%) AWS Software Engineer
4 2 (15.38%) Big Data Engineer
4 2 (15.38%) Data Architect
4 2 (15.38%) Hadoop Architect
4 2 (15.38%) Senior Architect
4 2 (15.38%) Senior Data Architect
4 2 (15.38%) Senior Developer
4 2 (15.38%) Senior Hadoop Architect
4 2 (15.38%) Senior Hadoop Developer
Libraries, Frameworks & Software Standards
1 3 (23.08%) Web Services
2 2 (15.38%) Kafka
3 1 (7.69%) RabbitMQ
Miscellaneous
1 5 (38.46%) Data Protection Act
Operating Systems
1 6 (46.15%) Linux
2 1 (7.69%) Unix
Processes & Methodologies
1 6 (46.15%) Open Source
2 5 (38.46%) Business Intelligence
2 5 (38.46%) Capacity Planning
2 5 (38.46%) Data Modelling
2 5 (38.46%) Data Protection
2 5 (38.46%) Data Security
2 5 (38.46%) Disaster Recovery
2 5 (38.46%) Performance Tuning
3 4 (30.77%) Agile Software Development
4 3 (23.08%) Analytics
4 3 (23.08%) Automated Testing
4 3 (23.08%) Continuous Integration
4 3 (23.08%) Data Analytics
4 3 (23.08%) Market Research
4 3 (23.08%) OO
4 3 (23.08%) Software Engineering
5 2 (15.38%) Continuous Delivery
5 2 (15.38%) Digital Marketing
5 2 (15.38%) Programme Management
6 1 (7.69%) Data Architecture
Programming Languages
1 10 (76.92%) Python
2 9 (69.23%) SQL
3 6 (46.15%) Java
4 5 (38.46%) R
5 3 (23.08%) C
5 3 (23.08%) C++
5 3 (23.08%) Clojure
5 3 (23.08%) Haskell
5 3 (23.08%) Scala
6 2 (15.38%) C#
7 1 (7.69%) PHP
7 1 (7.69%) Ruby
7 1 (7.69%) Shell Script
System Software
1 3 (23.08%) HDFS
2 1 (7.69%) Apache Flume
2 1 (7.69%) Apache ZooKeeper
Systems Management
1 1 (7.69%) Oozie
Vendors
1 8 (61.54%) Cloudera
2 3 (23.08%) Hortonworks
3 2 (15.38%) SAP
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 2 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + 6.5k Car Cash Allowance + Benefits
Posted: 2 days ago