Period
to 20 November 2017

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 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

MapReduce
North West > Manchester
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 278 276 262
Rank change year-on-year -2 -14 +25
Permanent jobs citing MapReduce 17 12 17
As % of all permanent IT jobs advertised in Manchester 0.21% 0.16% 0.23%
As % of the Processes & Methodologies category 0.23% 0.18% 0.25%
Number of salaries quoted 13 12 10
Manchester median annual salary £27,500 £50,000 £65,000
Median salary % change year-on-year -45.00% -23.08% -18.75%
10th Percentile £26,250 £36,250 £58,000
90th Percentile £42,500 £75,000 £67,000
North West median annual salary £27,500 £50,000 £65,000
% change year-on-year -45.00% -23.08% -18.75%

MapReduce is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 7244 6711 6781
As % of all permanent IT jobs advertised in Manchester 91.07% 91.13% 91.01%
Number of salaries quoted 5997 5750 5623
Manchester median annual salary £44,500 £42,500 £40,000
Median salary % change year-on-year +4.71% +6.25% +3.23%
10th Percentile £26,250 £26,750 £25,000
90th Percentile £66,000 £63,750 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

MapReduce
Job Vacancy Trend in Manchester

Job postings citing MapReduce as a percentage of all IT jobs advertised in Manchester.

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 6 months to 20 November 2017.

Salary histogram for MapReduce in Manchester

For the 6 months to 20 November 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 17 (100.00%) Hadoop
1 17 (100.00%) Big Data
2 16 (94.12%) Apache Spark
2 16 (94.12%) Scala
2 16 (94.12%) Python
3 15 (88.24%) C#
3 15 (88.24%) Java
3 15 (88.24%) SQL
3 15 (88.24%) Web Services
3 15 (88.24%) OO
3 15 (88.24%) Apache
3 15 (88.24%) Agile Software Development
3 15 (88.24%) Haskell
3 15 (88.24%) Continuous Integration
3 15 (88.24%) Test Automation
3 15 (88.24%) Data Acquisition
3 15 (88.24%) Data Structures
3 15 (88.24%) Amazon EMR
3 15 (88.24%) Amazon Redshift
3 15 (88.24%) Analytics
3 15 (88.24%) Amazon AWS
3 15 (88.24%) Open Source
3 15 (88.24%) Clojure
4 4 (23.53%) Software Engineering
4 4 (23.53%) Market Research
4 4 (23.53%) .NET
5 2 (11.76%) HDFS
5 2 (11.76%) Apache Hive
6 1 (5.88%) RabbitMQ
6 1 (5.88%) High Availability

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 16 (94.12%) Apache Spark
2 15 (88.24%) Apache
Cloud Services
1 15 (88.24%) Amazon AWS
1 15 (88.24%) Amazon EMR
Database & Business Intelligence
1 17 (100.00%) Big Data
1 17 (100.00%) Hadoop
2 15 (88.24%) Amazon Redshift
3 2 (11.76%) Apache Hive
4 1 (5.88%) Cloudera CDH
General
1 1 (5.88%) Finance
1 1 (5.88%) Games
Job Titles
1 12 (70.59%) Developer
2 11 (64.71%) Apache Spark Developer
2 11 (64.71%) C# Developer
2 11 (64.71%) Java Developer
2 11 (64.71%) Java Scala Developer
2 11 (64.71%) Junior
2 11 (64.71%) Junior C# Developer
2 11 (64.71%) Junior Developer
2 11 (64.71%) Junior Java Developer
2 11 (64.71%) Scala Developer
3 7 (41.18%) C# Software Developer
3 7 (41.18%) Java Software Developer
3 7 (41.18%) Junior Java Software Developer
3 7 (41.18%) Junior Software Developer
3 7 (41.18%) Software Developer
4 5 (29.41%) Junior Python Developer
4 5 (29.41%) Python Developer
5 4 (23.53%) Data Engineer
5 4 (23.53%) Scala Software Engineer
5 4 (23.53%) Software Engineer
Libraries, Frameworks & Software Standards
1 15 (88.24%) Web Services
2 4 (23.53%) .NET
3 1 (5.88%) Kafka
3 1 (5.88%) RabbitMQ
Miscellaneous
1 15 (88.24%) Data Structures
Operating Systems
1 1 (5.88%) Unix
Processes & Methodologies
1 15 (88.24%) Agile Software Development
1 15 (88.24%) Analytics
1 15 (88.24%) Continuous Integration
1 15 (88.24%) Data Acquisition
1 15 (88.24%) OO
1 15 (88.24%) Open Source
1 15 (88.24%) Test Automation
2 4 (23.53%) Market Research
2 4 (23.53%) Software Engineering
3 1 (5.88%) Change Management
3 1 (5.88%) Content Management
3 1 (5.88%) High Availability
Programming Languages
1 16 (94.12%) Python
1 16 (94.12%) Scala
2 15 (88.24%) C#
2 15 (88.24%) Clojure
2 15 (88.24%) Haskell
2 15 (88.24%) Java
2 15 (88.24%) SQL
System Software
1 2 (11.76%) HDFS
Systems Management
1 1 (5.88%) Ambari
1 1 (5.88%) Hadoop YARN
Vendors
1 1 (5.88%) Cloudera