The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 25 June 2017 with a comparison to the same period in the previous 2 years.

MapReduce
North West / Manchester
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 182 182 174
Rank change year-on-year 0 -8  
Permanent jobs citing MapReduce 22 1 11
As % of all permanent IT jobs advertised in Manchester 0.53% 0.029% 0.33%
As % of the Processes & Methodologies category 0.58% 0.032% 0.36%
Number of salaries quoted 16 1 8
Median salary £27,500 £24,000 £50,000
Median salary % change year-on-year +14.58% -52.00%  
UK excluding London median salary £47,500 £55,000 £54,000
% change year-on-year -13.63% +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 Manchester with a requirement for process and methodology skills.

Process & Methodology Skills
Manchester
Permanent job vacancies with a requirement for process and methodology skills 3762 3118 3017
As % of all permanent IT job vacancies advertised in Manchester 91.00% 90.27% 90.28%
Number of salaries quoted 3216 2670 2513
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £65,000 £61,500 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

MapReduce
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester 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 Manchester

MapReduce
Salary Trend in Manchester

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

Salary trend for MapReduce in Manchester

MapReduce
Salary Histogram in Manchester

The salary distribution of IT jobs citing MapReduce in Manchester over the 3 months to 25 June 2017.

Salary histogram for MapReduce in Manchester

For the 6 months to 25 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 Manchester region with a requirement for MapReduce.

1 26 (100.00%) Hadoop
1 26 (100.00%) Big Data
2 23 (88.46%) Apache Spark
2 23 (88.46%) Java
2 23 (88.46%) Agile Software Development
3 22 (84.62%) Python
4 21 (80.77%) Apache
4 21 (80.77%) SQL
5 20 (76.92%) Web Services
5 20 (76.92%) C#
5 20 (76.92%) OO
5 20 (76.92%) Haskell
5 20 (76.92%) Continuous Integration
5 20 (76.92%) Amazon EMR
5 20 (76.92%) Amazon Redshift
5 20 (76.92%) Data Structures
5 20 (76.92%) Data Acquisition
5 20 (76.92%) Analytics
5 20 (76.92%) Amazon AWS
5 20 (76.92%) Open Source
5 20 (76.92%) Clojure
5 20 (76.92%) Test Automation
5 20 (76.92%) Scala
6 7 (26.92%) Market Research
6 7 (26.92%) .NET
6 7 (26.92%) Software Engineering
7 6 (23.08%) Apache Hive
8 5 (19.23%) HDFS
9 4 (15.38%) Apache Pig
9 4 (15.38%) HBase

MapReduce
Co-occurring IT Skills in Manchester 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 23 (88.46%) Apache Spark
2 21 (80.77%) Apache
3 4 (15.38%) Apache Pig
4 1 (3.85%) SAS
Cloud Services
1 20 (76.92%) Amazon AWS
1 20 (76.92%) Amazon EMR
Database & Business Intelligence
1 26 (100.00%) Big Data
1 26 (100.00%) Hadoop
2 20 (76.92%) Amazon Redshift
3 6 (23.08%) Apache Hive
4 4 (15.38%) HBase
5 3 (11.54%) Impala
5 3 (11.54%) NoSQL
6 2 (7.69%) Cloudera CDH
7 1 (3.85%) Sqoop
Job Titles
1 13 (50.00%) Apache Spark Developer
1 13 (50.00%) C# Developer
1 13 (50.00%) Developer
1 13 (50.00%) Java Developer
1 13 (50.00%) Java Scala Developer
1 13 (50.00%) Junior
1 13 (50.00%) Junior C# Developer
1 13 (50.00%) Junior Developer
1 13 (50.00%) Junior Java Developer
1 13 (50.00%) Scala Developer
2 10 (38.46%) Data Engineer
3 7 (26.92%) C# Software Developer
3 7 (26.92%) Java Software Developer
3 7 (26.92%) Junior Java Software Developer
3 7 (26.92%) Junior Python Developer
3 7 (26.92%) Junior Software Developer
3 7 (26.92%) Python Developer
3 7 (26.92%) Scala Software Engineer
3 7 (26.92%) Software Developer
3 7 (26.92%) Software Engineer
Libraries, Frameworks & Software Standards
1 20 (76.92%) Web Services
2 7 (26.92%) .NET
3 3 (11.54%) Kafka
Miscellaneous
1 20 (76.92%) Data Structures
2 1 (3.85%) Fintech
Operating Systems
1 2 (7.69%) Unix
Processes & Methodologies
1 23 (88.46%) Agile Software Development
2 20 (76.92%) Analytics
2 20 (76.92%) Continuous Integration
2 20 (76.92%) Data Acquisition
2 20 (76.92%) OO
2 20 (76.92%) Open Source
2 20 (76.92%) Test Automation
3 7 (26.92%) Market Research
3 7 (26.92%) Software Engineering
4 3 (11.54%) Configuration Management
4 3 (11.54%) Data Architecture
4 3 (11.54%) Mentoring
5 2 (7.69%) Change Management
5 2 (7.69%) High Availability
6 1 (3.85%) Customer Insight
6 1 (3.85%) ETL
6 1 (3.85%) Low Latency
Programming Languages
1 23 (88.46%) Java
2 22 (84.62%) Python
3 21 (80.77%) SQL
4 20 (76.92%) C#
4 20 (76.92%) Clojure
4 20 (76.92%) Haskell
4 20 (76.92%) Scala
System Software
1 5 (19.23%) HDFS
Systems Management
1 2 (7.69%) Hadoop YARN
Vendors
1 3 (11.54%) Cloudera
2 1 (3.85%) Hortonworks
2 1 (3.85%) Netezza
2 1 (3.85%) Oracle
2 1 (3.85%) Teradata