The table below looks at the statistics for MapReduce skills in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited MapReduce over the 3 months to 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
MapReduce
Rank 230 - 276
Rank change year-on-year
- 0
Permanent jobs citing MapReduce 6 0 1
As % of all permanent IT jobs located in Yorkshire 0.10% - 0.014%
As % of the Processes & Methodologies category 0.12% - 0.016%
Number of salaries quoted 5 0 1
Median salary £52,500 - £60,000
UK excluding London median salary £51,250 £60,000 £74,500
% change year-on-year
-14.58% -19.46%
MapReduce
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Yorkshire region.

Processes & Methodologies Category
Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
5072 5923 6268
As % of all permanent IT jobs located in Yorkshire 88.73% 89.82% 85.58%
Number of salaries quoted 4128 4788 4877
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 £30,000 £27,500
10% offered a salary of more than £65,000 £55,000 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

MapReduce
Jobs Demand Trend in Yorkshire

The demand trend of job ads across the Yorkshire region citing MapReduce as a proportion of all IT jobs with a match in the Processes & Methodologies category.

MapReduce Jobs Demand Trend in Yorkshire

MapReduce
Salary Trend in Yorkshire

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

MapReduce Salary Trend in Yorkshire

MapReduce
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing MapReduce across the Yorkshire region over the 3 months to 27 September 2016.

MapReduce Salary Histogram 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 3 months to 27 September 2016. 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
(Click see detailed
statistics and trends)
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
West Yorkshire - 6 £52,500 -
MapReduce
England

MapReduce
Top 30 Related IT Skills in Yorkshire

For the 6 months to 27 September 2016, 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 15 (100.00%) Java
1 15 (100.00%) Hadoop
2 9 (60.00%) Apache Hive
3 8 (53.33%) SQL
4 7 (46.67%) Visualisation
4 7 (46.67%) Data Visualisation
4 7 (46.67%) Big Data
4 7 (46.67%) Apache Pig
4 7 (46.67%) HDFS
4 7 (46.67%) Apache Spark
5 6 (40.00%) Continuous Improvement
5 6 (40.00%) Jenkins
5 6 (40.00%) Amazon EMR
5 6 (40.00%) Amazon S3
5 6 (40.00%) Amazon AWS
5 6 (40.00%) Continuous Integration
5 6 (40.00%) Git (software)
5 6 (40.00%) PL/SQL
6 5 (33.33%) Python
6 5 (33.33%) PhD
6 5 (33.33%) QlikView
6 5 (33.33%) Data Analysis
6 5 (33.33%) Cluster Analysis
6 5 (33.33%) Velocity
6 5 (33.33%) MATLAB
6 5 (33.33%) NumPy
6 5 (33.33%) MapR
6 5 (33.33%) Hortonworks
6 5 (33.33%) Cloudera
6 5 (33.33%) Kafka

MapReduce
Top Related 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 7 (46.67%) Apache Pig
1 7 (46.67%) Apache Spark
Cloud Services
1 6 (40.00%) Amazon AWS
1 6 (40.00%) Amazon EMR
1 6 (40.00%) Amazon S3
Communications & Networking
1 2 (13.33%) DNS
1 2 (13.33%) Firewall
Database & Business Intelligence
1 15 (100.00%) Hadoop
2 9 (60.00%) Apache Hive
3 7 (46.67%) Big Data
4 5 (33.33%) Impala
4 5 (33.33%) QlikView
5 2 (13.33%) HBase
5 2 (13.33%) PostgreSQL
Development Applications
1 6 (40.00%) Git (software)
1 6 (40.00%) Jenkins
Job Titles
1 10 (66.67%) Developer
2 6 (40.00%) Java Developer
3 5 (33.33%) Data Engineer
4 2 (13.33%) Apache Spark Developer
4 2 (13.33%) Big Data Developer
4 2 (13.33%) Hadoop Developer
4 2 (13.33%) Mid-Level Java Developer
4 2 (13.33%) Scala Developer
4 2 (13.33%) Senior Developer
4 2 (13.33%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 5 (33.33%) Apache Camel
1 5 (33.33%) D3.js
1 5 (33.33%) Kafka
1 5 (33.33%) NumPy
1 5 (33.33%) Velocity
2 2 (13.33%) Apache Flex
Miscellaneous
1 7 (46.67%) Visualisation
2 2 (13.33%) Cybercrime
2 2 (13.33%) Cyberthreat
2 2 (13.33%) Security Operations Centre
Processes & Methodologies
1 7 (46.67%) Data Visualisation
2 6 (40.00%) Continuous Improvement
2 6 (40.00%) Continuous Integration
3 5 (33.33%) Actionable Insight
3 5 (33.33%) Cluster Analysis
3 5 (33.33%) Dashboard Development
3 5 (33.33%) Data Analysis
3 5 (33.33%) Exploratory Data Analysis
4 2 (13.33%) Agile Software Development
4 2 (13.33%) Analytics
4 2 (13.33%) Content Development
4 2 (13.33%) Cybersecurity
4 2 (13.33%) Information Management
4 2 (13.33%) Kalman Filter
4 2 (13.33%) Network Architecture
4 2 (13.33%) Performance Tuning
4 2 (13.33%) Security Operations
4 2 (13.33%) SIEM
4 2 (13.33%) Threat Detection
4 2 (13.33%) Use Case
Programming Languages
1 15 (100.00%) Java
2 8 (53.33%) SQL
3 6 (40.00%) PL/SQL
4 5 (33.33%) MATLAB
4 5 (33.33%) Python
4 5 (33.33%) R
5 2 (13.33%) Scala
5 2 (13.33%) T-SQL
Qualifications
1 5 (33.33%) PhD
System Software
1 7 (46.67%) HDFS
2 5 (33.33%) Apache Flume
Systems Management
1 2 (13.33%) ArcSight ESM
Vendors
1 5 (33.33%) Cloudera
1 5 (33.33%) Hortonworks
1 5 (33.33%) MapR
1 5 (33.33%) Tableau
2 2 (13.33%) ArcSight
3 1 (6.67%) Pegasus