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 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
MapReduce
Rank 234 - -
Rank change year-on-year
- 0
Permanent jobs citing MapReduce 6 0 0
As % of all permanent IT jobs located in Yorkshire 0.11% - -
As % of the Processes & Methodologies category 0.12% - -
Number of salaries quoted 4 0 0
Median salary £45,500 - -
UK excluding London median salary £55,000 £55,000 £73,750
% change year-on-year
- -25.42%
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
4939 6182 5943
As % of all permanent IT jobs located in Yorkshire 89.23% 89.24% 85.44%
Number of salaries quoted 4120 5036 4646
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 £29,000 £28,500
10% offered a salary of more than £62,500 £55,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 23 July 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 23 July 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 £45,500 -
MapReduce
England

MapReduce
Top 30 Related IT Skills in Yorkshire

For the 6 months to 23 July 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 20 (100.00%) Hadoop
2 16 (80.00%) Apache Hive
2 16 (80.00%) Java
3 10 (50.00%) SQL
3 10 (50.00%) Big Data
3 10 (50.00%) Hortonworks
3 10 (50.00%) Kafka
3 10 (50.00%) Apache Flume
3 10 (50.00%) Cybersecurity
3 10 (50.00%) Apache Spark
4 9 (45.00%) HDFS
4 9 (45.00%) Impala
4 9 (45.00%) Dashboard Development
4 9 (45.00%) MapR
4 9 (45.00%) Actionable Insight
4 9 (45.00%) Apache Pig
4 9 (45.00%) Cloudera
4 9 (45.00%) Tableau
4 9 (45.00%) Velocity
4 9 (45.00%) QlikView
5 7 (35.00%) Performance Tuning
6 6 (30.00%) Cyberthreat
6 6 (30.00%) Security Operations
6 6 (30.00%) Security Operations Centre
6 6 (30.00%) Kalman Filter
6 6 (30.00%) Cybercrime
6 6 (30.00%) ArcSight ESM
6 6 (30.00%) Threat Detection
6 6 (30.00%) Content Development
6 6 (30.00%) Use Case

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 10 (50.00%) Apache Spark
2 9 (45.00%) Apache Pig
Cloud Services
1 4 (20.00%) Amazon AWS
1 4 (20.00%) Amazon EMR
1 4 (20.00%) Amazon S3
Communications & Networking
1 6 (30.00%) DNS
1 6 (30.00%) Firewall
Database & Business Intelligence
1 20 (100.00%) Hadoop
2 16 (80.00%) Apache Hive
3 10 (50.00%) Big Data
4 9 (45.00%) Impala
4 9 (45.00%) QlikView
5 5 (25.00%) Data Warehouse
6 4 (20.00%) Relational Database
6 4 (20.00%) SQL Server
6 4 (20.00%) SQL Server Integration Services
7 1 (5.00%) Apache Cassandra
7 1 (5.00%) HBase
7 1 (5.00%) Sqoop
Development Applications
1 4 (20.00%) Git (software)
1 4 (20.00%) Jenkins
1 4 (20.00%) Talend Open Studio
General
1 4 (20.00%) Finance
2 1 (5.00%) Banking
2 1 (5.00%) Retail
Job Titles
1 14 (70.00%) Developer
2 5 (25.00%) Data Engineer
3 4 (20.00%) Java Developer
4 2 (10.00%) Mid-Level Java Developer
4 2 (10.00%) Senior Developer
4 2 (10.00%) Senior Java Developer
5 1 (5.00%) Architect
5 1 (5.00%) Big Data Architect
5 1 (5.00%) Data Architect
5 1 (5.00%) Solutions Architect
Libraries, Frameworks & Software Standards
1 10 (50.00%) Kafka
2 9 (45.00%) Velocity
3 6 (30.00%) Apache Flex
4 5 (25.00%) Apache Camel
4 5 (25.00%) D3.js
4 5 (25.00%) NumPy
Miscellaneous
1 6 (30.00%) Cybercrime
1 6 (30.00%) Cyberthreat
1 6 (30.00%) Security Operations Centre
2 5 (25.00%) Visualisation
3 4 (20.00%) Management Information System
Operating Systems
1 1 (5.00%) Linux
Processes & Methodologies
1 10 (50.00%) Cybersecurity
2 9 (45.00%) Actionable Insight
2 9 (45.00%) Dashboard Development
3 7 (35.00%) Performance Tuning
4 6 (30.00%) Content Development
4 6 (30.00%) Kalman Filter
4 6 (30.00%) Network Architecture
4 6 (30.00%) Security Operations
4 6 (30.00%) SIEM
4 6 (30.00%) Threat Detection
4 6 (30.00%) Use Case
5 5 (25.00%) Cluster Analysis
5 5 (25.00%) Data Analysis
5 5 (25.00%) Data Visualisation
5 5 (25.00%) Exploratory Data Analysis
6 4 (20.00%) Analytics
6 4 (20.00%) Business Intelligence
6 4 (20.00%) CRM
6 4 (20.00%) Data Modelling
6 4 (20.00%) ETL
Programming Languages
1 16 (80.00%) Java
2 10 (50.00%) SQL
3 6 (30.00%) Python
4 5 (25.00%) MATLAB
4 5 (25.00%) R
5 4 (20.00%) PL/SQL
6 1 (5.00%) PHP
6 1 (5.00%) Ruby
Qualifications
1 5 (25.00%) PhD
Quality Assurance & Compliance
1 4 (20.00%) Data Quality
System Software
1 10 (50.00%) Apache Flume
2 9 (45.00%) HDFS
Systems Management
1 6 (30.00%) ArcSight ESM
Vendors
1 10 (50.00%) Hortonworks
2 9 (45.00%) Cloudera
2 9 (45.00%) MapR
2 9 (45.00%) Tableau
3 6 (30.00%) ArcSight
4 4 (20.00%) Informatica
4 4 (20.00%) Netezza
4 4 (20.00%) Oracle
4 4 (20.00%) Talend
4 4 (20.00%) Teradata