Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 18 November 2017 with a comparison to the same period in the previous 2 years.

MapReduce
England > Yorkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 304 329 366
Rank change year-on-year +25 +37 +24
Permanent jobs citing MapReduce 1 9 2
As % of all permanent IT jobs advertised in Yorkshire 0.010% 0.081% 0.015%
As % of the Processes & Methodologies category 0.011% 0.090% 0.017%
Number of salaries quoted 0 8 1
Yorkshire median annual salary - £51,250 £47,500
Median salary % change year-on-year - +7.89% -20.83%
England median annual salary £67,500 £67,500 £70,000
% change year-on-year - -3.57% -

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 8767 9992 11952
As % of all permanent IT jobs advertised in Yorkshire 90.15% 89.45% 90.18%
Number of salaries quoted 7331 8405 9734
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% +0.69%
10th Percentile £26,250 £26,250 £26,000
90th Percentile £61,250 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

MapReduce
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for MapReduce in Yorkshire

MapReduce
Salary Trend in Yorkshire

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

Salary trend for MapReduce in Yorkshire

MapReduce
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MapReduce within the Yorkshire region over the 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +8 1 - - 2
MapReduce
England

For the 6 months to 18 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 Yorkshire region with a requirement for MapReduce.

1 1 (100.00%) Java
1 1 (100.00%) SQL
1 1 (100.00%) Python
1 1 (100.00%) Data Modelling
1 1 (100.00%) ETL
1 1 (100.00%) Informatica
1 1 (100.00%) Shell Script
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Continuous Integration
1 1 (100.00%) SC Cleared
1 1 (100.00%) Security Cleared
1 1 (100.00%) Talend Open Studio
1 1 (100.00%) Git (software)
1 1 (100.00%) Reverse Engineering
1 1 (100.00%) Scala
1 1 (100.00%) Hadoop
1 1 (100.00%) Apache Hive
1 1 (100.00%) NoSQL
1 1 (100.00%) HBase
1 1 (100.00%) Big Data
1 1 (100.00%) Talend
1 1 (100.00%) Kafka
1 1 (100.00%) Apache Flume
1 1 (100.00%) GitHub
1 1 (100.00%) Sqoop
1 1 (100.00%) Ansible
1 1 (100.00%) DevOps
1 1 (100.00%) Impala
1 1 (100.00%) Apache Spark
1 1 (100.00%) Spark Streaming

MapReduce
Co-occurring IT Skills in Yorkshire 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 1 (100.00%) Apache Spark
Cloud Services
1 1 (100.00%) GitHub
Database & Business Intelligence
1 1 (100.00%) Apache Hive
1 1 (100.00%) Big Data
1 1 (100.00%) Hadoop
1 1 (100.00%) HBase
1 1 (100.00%) Impala
1 1 (100.00%) NoSQL
1 1 (100.00%) Sqoop
Development Applications
1 1 (100.00%) Git (software)
1 1 (100.00%) Talend Open Studio
Job Titles
1 1 (100.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) Kafka
1 1 (100.00%) Spark Streaming
Processes & Methodologies
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Continuous Integration
1 1 (100.00%) Data Modelling
1 1 (100.00%) DevOps
1 1 (100.00%) ETL
1 1 (100.00%) Reverse Engineering
Programming Languages
1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) Scala
1 1 (100.00%) Shell Script
1 1 (100.00%) SQL
Qualifications
1 1 (100.00%) SC Cleared
1 1 (100.00%) Security Cleared
System Software
1 1 (100.00%) Apache Flume
Systems Management
1 1 (100.00%) Ansible
Vendors
1 1 (100.00%) Informatica
1 1 (100.00%) Talend