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 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
MapReduce
Rank 224 - -
Rank change year-on-year
- 0
Permanent jobs citing MapReduce 11 0 0
As % of all permanent IT jobs located in Yorkshire 0.20% - -
As % of the Processes & Methodologies category 0.22% - -
Number of salaries quoted 4 0 0
Median salary £45,500 - -
UK excluding London median salary £55,000 £54,000 £75,000
% change year-on-year
+1.85% -28.00%
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
4992 6073 6104
As % of all permanent IT jobs located in Yorkshire 89.33% 88.66% 86.08%
Number of salaries quoted 4172 4965 4770
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £29,500 £28,000 £28,500
10% offered a salary of more than £60,000 £57,500 £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 29 June 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 29 June 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 - 11 £45,500 -
MapReduce
England

MapReduce
Top 30 Related IT Skills in Yorkshire

For the 6 months to 29 June 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 23 (100.00%) Hadoop
2 19 (82.61%) Apache Hive
3 16 (69.57%) Java
4 13 (56.52%) Big Data
4 13 (56.52%) Hortonworks
4 13 (56.52%) Kafka
4 13 (56.52%) Apache Flume
4 13 (56.52%) Apache Spark
5 12 (52.17%) Cloudera
5 12 (52.17%) Apache Pig
5 12 (52.17%) MapR
5 12 (52.17%) Cybersecurity
5 12 (52.17%) HDFS
5 12 (52.17%) Impala
5 12 (52.17%) Velocity
6 10 (43.48%) SQL
7 9 (39.13%) QlikView
7 9 (39.13%) Tableau
7 9 (39.13%) Dashboard Development
8 8 (34.78%) Data Warehouse
9 7 (30.43%) CRM
9 7 (30.43%) Business Intelligence
9 7 (30.43%) Informatica
9 7 (30.43%) Oracle
9 7 (30.43%) SQL Server
9 7 (30.43%) ETL
9 7 (30.43%) Teradata
9 7 (30.43%) Migration
9 7 (30.43%) Data Quality
9 7 (30.43%) Talend

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 13 (56.52%) Apache Spark
2 12 (52.17%) Apache Pig
Cloud Services
1 4 (17.39%) Amazon AWS
1 4 (17.39%) Amazon EMR
1 4 (17.39%) Amazon S3
Communications & Networking
1 6 (26.09%) DNS
1 6 (26.09%) Firewall
Database & Business Intelligence
1 23 (100.00%) Hadoop
2 19 (82.61%) Apache Hive
3 13 (56.52%) Big Data
4 12 (52.17%) Impala
5 9 (39.13%) QlikView
6 8 (34.78%) Data Warehouse
7 7 (30.43%) SQL Server
7 7 (30.43%) SQL Server Integration Services
8 4 (17.39%) Relational Database
9 1 (4.35%) Apache Cassandra
9 1 (4.35%) HBase
9 1 (4.35%) Sqoop
Development Applications
1 7 (30.43%) Talend Open Studio
2 4 (17.39%) Git (software)
2 4 (17.39%) Jenkins
General
1 6 (26.09%) Finance
2 1 (4.35%) Banking
2 1 (4.35%) Retail
Job Titles
1 14 (60.87%) Developer
2 5 (21.74%) Data Engineer
3 4 (17.39%) Java Developer
4 3 (13.04%) Designer
4 3 (13.04%) Solutions Designer
5 2 (8.70%) Mid-Level Java Developer
5 2 (8.70%) Senior Developer
5 2 (8.70%) Senior Java Developer
6 1 (4.35%) Architect
6 1 (4.35%) Big Data Architect
6 1 (4.35%) Data Architect
6 1 (4.35%) Solutions Architect
Libraries, Frameworks & Software Standards
1 13 (56.52%) Kafka
2 12 (52.17%) Velocity
3 6 (26.09%) Apache Flex
4 5 (21.74%) Apache Camel
4 5 (21.74%) D3.js
4 5 (21.74%) NumPy
Miscellaneous
1 7 (30.43%) Cybercrime
2 6 (26.09%) Cyberthreat
2 6 (26.09%) Management Information System
2 6 (26.09%) Security Operations Centre
3 5 (21.74%) Visualisation
Operating Systems
1 1 (4.35%) Linux
Processes & Methodologies
1 12 (52.17%) Cybersecurity
2 9 (39.13%) Dashboard Development
3 7 (30.43%) Analytics
3 7 (30.43%) Business Intelligence
3 7 (30.43%) CRM
3 7 (30.43%) Data Migration
3 7 (30.43%) ETL
3 7 (30.43%) Migration
3 7 (30.43%) Performance Tuning
4 6 (26.09%) Content Development
4 6 (26.09%) Kalman Filter
4 6 (26.09%) Network Architecture
4 6 (26.09%) Security Operations
4 6 (26.09%) SIEM
4 6 (26.09%) Threat Detection
4 6 (26.09%) Use Case
5 5 (21.74%) Cluster Analysis
5 5 (21.74%) Data Analysis
5 5 (21.74%) Data Visualisation
5 5 (21.74%) Exploratory Data Analysis
Programming Languages
1 16 (69.57%) Java
2 10 (43.48%) SQL
3 6 (26.09%) Python
4 5 (21.74%) MATLAB
4 5 (21.74%) R
5 4 (17.39%) PL/SQL
6 1 (4.35%) PHP
6 1 (4.35%) Ruby
Qualifications
1 5 (21.74%) PhD
Quality Assurance & Compliance
1 7 (30.43%) Data Quality
System Software
1 13 (56.52%) Apache Flume
2 12 (52.17%) HDFS
Systems Management
1 6 (26.09%) ArcSight ESM
Vendors
1 13 (56.52%) Hortonworks
2 12 (52.17%) Cloudera
2 12 (52.17%) MapR
3 9 (39.13%) Tableau
4 7 (30.43%) Informatica
4 7 (30.43%) Netezza
4 7 (30.43%) Oracle
4 7 (30.43%) Talend
4 7 (30.43%) Teradata
5 6 (26.09%) ArcSight
6 3 (13.04%) Ab Initio