The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for MapReduce skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MapReduce over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

MapReduce
England / North West
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 236 237 254
Rank change year-on-year +1 +17  
Permanent jobs citing MapReduce 11 3 1
As % of all permanent IT jobs advertised in the North West 0.18% 0.052% 0.015%
As % of the Processes & Methodologies category 0.20% 0.059% 0.017%
Number of salaries quoted 10 0 1
Median salary £55,000 - £55,000
UK excluding London median salary £75,000 £57,500 £55,000
% change year-on-year +30.43% +4.54%  

MapReduce is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process and methodology skills.

Process & Methodology Skills
North West
Permanent job vacancies with a requirement for process and methodology skills 5547 5046 5851
As % of all permanent IT job vacancies advertised in the North West 90.28% 87.91% 88.54%
Number of salaries quoted 4623 4195 4701
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

MapReduce
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West citing MapReduce as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for MapReduce 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 in the North West.

Salary trend for MapReduce 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 29 March 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
Cheshire - 6 £55,000 -
Manchester - 4 £52,500 - 1
MapReduce
England

For the 6 months to 29 March 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 North West region with a requirement for MapReduce.

1 17 (100.00%) Hadoop
1 17 (100.00%) Big Data
2 16 (94.12%) Apache Spark
3 14 (82.35%) Apache Hive
4 13 (76.47%) Java
4 13 (76.47%) Agile Software Development
4 13 (76.47%) Impala
4 13 (76.47%) Apache Pig
5 12 (70.59%) HBase
6 10 (58.82%) Kafka
6 10 (58.82%) NoSQL
6 10 (58.82%) Data Architecture
6 10 (58.82%) Configuration Management
6 10 (58.82%) HDFS
7 9 (52.94%) Mentoring
8 7 (41.18%) Python
8 7 (41.18%) Open Source
9 5 (29.41%) Cloudera
9 5 (29.41%) ETL
9 5 (29.41%) Business Intelligence
9 5 (29.41%) SQL
10 4 (23.53%) C++
10 4 (23.53%) Scala
10 4 (23.53%) Apache
10 4 (23.53%) Analytics
10 4 (23.53%) Sqoop
11 3 (17.65%) Amazon Redshift
11 3 (17.65%) Amazon EMR
11 3 (17.65%) Haskell
11 3 (17.65%) Continuous Integration

MapReduce
Co-occurring 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 16 (94.12%) Apache Spark
2 13 (76.47%) Apache Pig
3 4 (23.53%) Apache
Business Applications
1 2 (11.76%) SAP Oil and Gas
Cloud Services
1 3 (17.65%) Amazon AWS
1 3 (17.65%) Amazon EMR
2 1 (5.88%) AWS Lambda
2 1 (5.88%) Cloud Computing
Database & Business Intelligence
1 17 (100.00%) Big Data
1 17 (100.00%) Hadoop
2 14 (82.35%) Apache Hive
3 13 (76.47%) Impala
4 12 (70.59%) HBase
5 10 (58.82%) NoSQL
6 4 (23.53%) Sqoop
7 3 (17.65%) Amazon Redshift
8 1 (5.88%) Amazon DynamoDB
8 1 (5.88%) Data Warehouse
8 1 (5.88%) Spark SQL
Development Applications
1 2 (11.76%) Git (software)
2 1 (5.88%) JIRA
2 1 (5.88%) Talend Open Studio
General
1 3 (17.65%) Legal
2 2 (11.76%) Electronics
2 2 (11.76%) Finance
2 2 (11.76%) Manufacturing
2 2 (11.76%) Marketing
2 2 (11.76%) Telecoms
Job Titles
1 14 (82.35%) Data Engineer
2 6 (35.29%) Hadoop Engineer
3 3 (17.65%) Apache Spark Developer
3 3 (17.65%) Architect
3 3 (17.65%) Big Data Engineer
3 3 (17.65%) Data Architect
3 3 (17.65%) Developer
3 3 (17.65%) Scala Software Engineer
3 3 (17.65%) Senior Architect
3 3 (17.65%) Senior Data Architect
3 3 (17.65%) Senior Developer
3 3 (17.65%) Software Engineer
4 2 (11.76%) AWS Engineer
4 2 (11.76%) AWS Software Engineer
4 2 (11.76%) Hadoop Architect
4 2 (11.76%) Hadoop Developer
4 2 (11.76%) Java Engineer
4 2 (11.76%) Senior Hadoop Architect
4 2 (11.76%) Senior Hadoop Developer
5 1 (5.88%) Senior Big Data Developer
Libraries, Frameworks & Software Standards
1 10 (58.82%) Kafka
2 3 (17.65%) Web Services
3 1 (5.88%) RabbitMQ
3 1 (5.88%) Spark Streaming
Miscellaneous
1 1 (5.88%) Computer Science
1 1 (5.88%) Fintech
Operating Systems
1 1 (5.88%) Linux
Processes & Methodologies
1 13 (76.47%) Agile Software Development
2 10 (58.82%) Configuration Management
2 10 (58.82%) Data Architecture
3 9 (52.94%) Mentoring
4 7 (41.18%) Open Source
5 5 (29.41%) Business Intelligence
5 5 (29.41%) ETL
6 4 (23.53%) Analytics
7 3 (17.65%) Automated Testing
7 3 (17.65%) Continuous Integration
7 3 (17.65%) Data Analytics
7 3 (17.65%) Market Research
7 3 (17.65%) OO
7 3 (17.65%) Software Engineering
8 2 (11.76%) Continuous Delivery
8 2 (11.76%) Digital Marketing
8 2 (11.76%) Programme Management
9 1 (5.88%) Data Ingestion
9 1 (5.88%) Low Latency
9 1 (5.88%) Open Source Development
Programming Languages
1 13 (76.47%) Java
2 7 (41.18%) Python
3 5 (29.41%) SQL
4 4 (23.53%) C++
4 4 (23.53%) Scala
5 3 (17.65%) C
5 3 (17.65%) Clojure
5 3 (17.65%) Haskell
6 2 (11.76%) C#
6 2 (11.76%) PHP
7 1 (5.88%) Perl
7 1 (5.88%) Ruby
Qualifications
1 1 (5.88%) Degree
System Software
1 10 (58.82%) HDFS
Vendors
1 5 (29.41%) Cloudera
2 3 (17.65%) Hortonworks
3 2 (11.76%) SAP
4 1 (5.88%) CA Agile Central
4 1 (5.88%) Netezza
4 1 (5.88%) Oracle
4 1 (5.88%) Talend
4 1 (5.88%) Teradata
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 2 days ago