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 28 June 2017 with a comparison to the same period in the previous 2 years.

MapReduce
England / North West
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 246 235 245
Rank change year-on-year -11 +10  
Permanent jobs citing MapReduce 26 2 11
As % of all permanent IT jobs advertised in the North West 0.38% 0.036% 0.17%
As % of the Processes & Methodologies category 0.42% 0.040% 0.19%
Number of salaries quoted 20 1 8
Median salary £35,000 £24,000 £50,000
Median salary % change year-on-year +45.83% -52.00%  
UK excluding London median salary £45,000 £55,000 £54,000
% change year-on-year -18.18% +1.85%  

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 6156 4952 5674
As % of all permanent IT job vacancies advertised in the North West 89.91% 88.30% 89.78%
Number of salaries quoted 4968 4188 4608
Median salary £44,000 £42,500 £40,000
Median salary % change year-on-year +3.52% +6.25%  
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £62,500 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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
Salary Histogram in the North West

The salary distribution of IT jobs citing MapReduce in the North West over the 3 months to 28 June 2017.

Salary histogram 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 28 June 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
Manchester -10 22 £27,500 +14.58%
Cheshire - 4 £80,000 - 1
MapReduce
England

For the 6 months to 28 June 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 37 (100.00%) Hadoop
1 37 (100.00%) Big Data
2 34 (91.89%) Apache Spark
3 29 (78.38%) Agile Software Development
4 27 (72.97%) Java
5 26 (70.27%) SQL
6 25 (67.57%) Analytics
7 24 (64.86%) Python
7 24 (64.86%) Amazon AWS
8 22 (59.46%) Open Source
9 21 (56.76%) Scala
9 21 (56.76%) Apache
10 20 (54.05%) Amazon EMR
10 20 (54.05%) Amazon Redshift
10 20 (54.05%) Data Structures
10 20 (54.05%) Data Acquisition
10 20 (54.05%) Haskell
10 20 (54.05%) Continuous Integration
10 20 (54.05%) Clojure
10 20 (54.05%) Test Automation
10 20 (54.05%) OO
10 20 (54.05%) Web Services
10 20 (54.05%) C#
11 17 (45.95%) Apache Hive
12 15 (40.54%) HDFS
12 15 (40.54%) HBase
13 14 (37.84%) Apache Pig
13 14 (37.84%) Impala
14 13 (35.14%) NoSQL
14 13 (35.14%) Data Architecture

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 34 (91.89%) Apache Spark
2 21 (56.76%) Apache
3 14 (37.84%) Apache Pig
4 1 (2.70%) SAS
Cloud Services
1 24 (64.86%) Amazon AWS
2 20 (54.05%) Amazon EMR
3 1 (2.70%) AWS Lambda
3 1 (2.70%) Cloud Computing
Database & Business Intelligence
1 37 (100.00%) Big Data
1 37 (100.00%) Hadoop
2 20 (54.05%) Amazon Redshift
3 17 (45.95%) Apache Hive
4 15 (40.54%) HBase
5 14 (37.84%) Impala
6 13 (35.14%) NoSQL
7 5 (13.51%) Amazon DynamoDB
7 5 (13.51%) Spark SQL
8 2 (5.41%) Cloudera CDH
8 2 (5.41%) Sqoop
9 1 (2.70%) Data Warehouse
Development Applications
1 5 (13.51%) Talend Open Studio
2 1 (2.70%) JIRA
Job Titles
1 21 (56.76%) Data Engineer
2 14 (37.84%) Apache Spark Developer
2 14 (37.84%) Developer
3 13 (35.14%) C# Developer
3 13 (35.14%) Java Developer
3 13 (35.14%) Java Scala Developer
3 13 (35.14%) Junior
3 13 (35.14%) Junior C# Developer
3 13 (35.14%) Junior Developer
3 13 (35.14%) Junior Java Developer
3 13 (35.14%) Scala Developer
4 7 (18.92%) C# Software Developer
4 7 (18.92%) Hadoop Engineer
4 7 (18.92%) Java Software Developer
4 7 (18.92%) Junior Java Software Developer
4 7 (18.92%) Junior Python Developer
4 7 (18.92%) Junior Software Developer
4 7 (18.92%) Python Developer
4 7 (18.92%) Scala Software Engineer
4 7 (18.92%) Software Engineer
Libraries, Frameworks & Software Standards
1 20 (54.05%) Web Services
2 13 (35.14%) Kafka
3 7 (18.92%) .NET
4 1 (2.70%) RabbitMQ
4 1 (2.70%) Spark Streaming
Miscellaneous
1 20 (54.05%) Data Structures
2 1 (2.70%) Computer Science
2 1 (2.70%) Fintech
Operating Systems
1 2 (5.41%) Unix
2 1 (2.70%) Linux
Processes & Methodologies
1 29 (78.38%) Agile Software Development
2 25 (67.57%) Analytics
3 22 (59.46%) Open Source
4 20 (54.05%) Continuous Integration
4 20 (54.05%) Data Acquisition
4 20 (54.05%) OO
4 20 (54.05%) Test Automation
5 13 (35.14%) Data Architecture
6 9 (24.32%) Configuration Management
6 9 (24.32%) ETL
7 8 (21.62%) Mentoring
8 7 (18.92%) Market Research
8 7 (18.92%) Software Engineering
9 4 (10.81%) Big Data Analytics
9 4 (10.81%) Data Analytics
10 2 (5.41%) Change Management
10 2 (5.41%) High Availability
11 1 (2.70%) Customer Insight
11 1 (2.70%) Mathematics
11 1 (2.70%) Project Management
Programming Languages
1 27 (72.97%) Java
2 26 (70.27%) SQL
3 24 (64.86%) Python
4 21 (56.76%) Scala
5 20 (54.05%) C#
5 20 (54.05%) Clojure
5 20 (54.05%) Haskell
6 2 (5.41%) C++
7 1 (2.70%) C
7 1 (2.70%) Perl
7 1 (2.70%) PHP
Qualifications
1 1 (2.70%) Computer Science Degree
1 1 (2.70%) Degree
1 1 (2.70%) Numerate Degree
System Software
1 15 (40.54%) HDFS
Systems Management
1 2 (5.41%) Hadoop YARN
Vendors
1 9 (24.32%) Cloudera
2 5 (13.51%) Talend
3 1 (2.70%) CA Agile Central
3 1 (2.70%) Hortonworks
3 1 (2.70%) Netezza
3 1 (2.70%) Oracle
3 1 (2.70%) Teradata
Chester, Cheshire
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: Yesterday