The table below looks at the statistics for MapReduce skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited MapReduce over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
MapReduce
UK / Scotland
Rank 130 153 159
Rank change year-on-year
+23 +6
Permanent jobs citing MapReduce 5 3 9
As % of all permanent IT jobs located in Scotland 0.22% 0.10% 0.28%
As % of the Processes & Methodologies category 0.25% 0.11% 0.32%
Number of salaries quoted 4 3 7
Median salary £86,250 £40,000 £40,000
Median salary % change year-on-year
+115.62% -
UK excluding London median salary £75,000 £57,500 £55,000
% change year-on-year
+30.43% +4.54%

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

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2023 2688 2824
As % of all permanent IT jobs located in Scotland 90.23% 90.72% 88.81%
Number of salaries quoted 1315 1708 1769
Median salary £45,000 £45,500 £44,000
Median salary % change year-on-year
-1.09% +3.40%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £67,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

MapReduce
Jobs Demand Trend in Scotland

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

MapReduce Jobs Demand Trend in Scotland

MapReduce
Salary Trend in Scotland

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

MapReduce Salary Trend in Scotland

MapReduce
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MapReduce within the Scotland region over the 3 months to 25 February 2017. 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 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
Edinburgh +6 5 £86,250 +43.75% 1
MapReduce
UK

MapReduce
Top 30 Related IT Skills in Scotland

For the 6 months to 25 February 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 Scotland region with a requirement for MapReduce.

1 9 (100.00%) Hadoop
2 8 (88.89%) Apache Hive
2 8 (88.89%) Big Data
2 8 (88.89%) Analytics
2 8 (88.89%) Apache Pig
3 7 (77.78%) Sqoop
3 7 (77.78%) Oozie
3 7 (77.78%) HDFS
4 4 (44.44%) Business Intelligence
4 4 (44.44%) Kafka
4 4 (44.44%) Apache Spark
5 3 (33.33%) Data Flow Diagram
5 3 (33.33%) Data Analytics
5 3 (33.33%) ETL
5 3 (33.33%) HBase
5 3 (33.33%) MicroStrategy
5 3 (33.33%) Data Modelling
5 3 (33.33%) SQL Server
5 3 (33.33%) Spanish Language
5 3 (33.33%) Business Analysis
5 3 (33.33%) Finance
6 2 (22.22%) NoSQL
7 1 (11.11%) MongoDB
7 1 (11.11%) AngularJS
7 1 (11.11%) Analytical Skills
7 1 (11.11%) Amazon EMR
7 1 (11.11%) Dashboard Development
7 1 (11.11%) Hibernate
7 1 (11.11%) Agile Software Development
7 1 (11.11%) TDD

MapReduce
Top Related IT Skills in Scotland 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 8 (88.89%) Apache Pig
2 4 (44.44%) Apache Spark
3 1 (11.11%) WebSphere
Cloud Services
1 1 (11.11%) Amazon AWS
1 1 (11.11%) Amazon EMR
1 1 (11.11%) Cloud Computing
Database & Business Intelligence
1 9 (100.00%) Hadoop
2 8 (88.89%) Apache Hive
2 8 (88.89%) Big Data
3 7 (77.78%) Sqoop
4 3 (33.33%) HBase
4 3 (33.33%) SQL Server
5 2 (22.22%) NoSQL
6 1 (11.11%) Data Mining
6 1 (11.11%) Data Warehouse
6 1 (11.11%) MongoDB
Development Applications
1 1 (11.11%) Ant
General
1 3 (33.33%) Finance
1 3 (33.33%) Spanish Language
2 1 (11.11%) Banking
2 1 (11.11%) Marketing
Job Titles
1 5 (55.56%) Architect
1 5 (55.56%) Big Data Architect
1 5 (55.56%) Data Architect
2 4 (44.44%) Hadoop Architect
3 3 (33.33%) Business Intelligence Lead
4 1 (11.11%) Developer
4 1 (11.11%) Java Developer
4 1 (11.11%) Senior Developer
4 1 (11.11%) Senior Java Developer
4 1 (11.11%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (44.44%) Kafka
2 1 (11.11%) AngularJS
2 1 (11.11%) Hibernate
2 1 (11.11%) J2EE
2 1 (11.11%) Spring
2 1 (11.11%) Web Services
Miscellaneous
1 1 (11.11%) Analytical Skills
Operating Systems
1 1 (11.11%) Unix
1 1 (11.11%) Windows
Processes & Methodologies
1 8 (88.89%) Analytics
2 4 (44.44%) Business Intelligence
3 3 (33.33%) Business Analysis
3 3 (33.33%) Data Analytics
3 3 (33.33%) Data Flow Diagram
3 3 (33.33%) Data Modelling
3 3 (33.33%) ETL
4 1 (11.11%) Agile Software Development
4 1 (11.11%) Business Development
4 1 (11.11%) Dashboard Development
4 1 (11.11%) Project Management
4 1 (11.11%) Software Architecture
4 1 (11.11%) TDD
Programming Languages
1 1 (11.11%) Java
1 1 (11.11%) JavaScript
1 1 (11.11%) SQL
System Software
1 7 (77.78%) HDFS
Systems Management
1 7 (77.78%) Oozie
Vendors
1 3 (33.33%) MicroStrategy
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: Yesterday
Dundee, Angus
Harvey Nash plc
Salary: Competitive Salary and Excellent Benefits
Posted: 3 days ago