The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for MapReduce skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MapReduce over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

MapReduce
Scotland / Edinburgh
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 82 - -
Rank change year-on-year - 0  
Permanent jobs citing MapReduce 9 0 0
As % of all permanent IT jobs advertised in Edinburgh 0.80% - -
As % of the Processes & Methodologies category 0.86% - -
Number of salaries quoted 5 0 0
Median salary £87,500 - -
UK excluding London median salary £75,000 £57,500 £55,000
% change year-on-year +30.43% +4.54%  

MapReduce is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for process and methodology skills.

Process & Methodology Skills
Edinburgh
Permanent job vacancies with a requirement for process and methodology skills 1045 1218 1202
As % of all permanent IT job vacancies advertised in Edinburgh 93.22% 90.96% 88.97%
Number of salaries quoted 680 822 713
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year - +7.95%  
90% offered a salary of more than £33,500 £32,500 £32,500
10% offered a salary of more than £72,500 £59,500 £67,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

MapReduce
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing MapReduce as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for MapReduce in Edinburgh

MapReduce
Salary Trend in Edinburgh

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

Salary trend for MapReduce in Edinburgh

MapReduce
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing MapReduce in Edinburgh over the 3 months to 28 March 2017.

Salary histogram for MapReduce in Edinburgh

MapReduce
Top 30 Co-occurring IT Skills in Edinburgh

For the 6 months to 28 March 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 Edinburgh region with a requirement for MapReduce.

1 11 (100.00%) Hadoop
1 11 (100.00%) Apache Hive
2 10 (90.91%) Analytics
2 10 (90.91%) HDFS
3 9 (81.82%) Big Data
4 6 (54.55%) Cloudera
4 6 (54.55%) Unix
4 6 (54.55%) Python
4 6 (54.55%) Hadoop YARN
5 5 (45.45%) Apache Pig
6 4 (36.36%) Sqoop
6 4 (36.36%) Kafka
6 4 (36.36%) Retail
6 4 (36.36%) Project Management
6 4 (36.36%) Oozie
6 4 (36.36%) Apache Spark
7 3 (27.27%) Cloudera CDH
7 3 (27.27%) SAS
7 3 (27.27%) Finance
7 3 (27.27%) High Availability
8 2 (18.18%) Change Management
8 2 (18.18%) Red Hat Enterprise Linux
8 2 (18.18%) Linux
9 1 (9.09%) Data Warehouse
9 1 (9.09%) Data Mining
9 1 (9.09%) Business Intelligence
9 1 (9.09%) Shell Script
9 1 (9.09%) Web Services
9 1 (9.09%) Cloud Computing
9 1 (9.09%) Business Development

MapReduce
Co-occurring IT Skills in Edinburgh 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 5 (45.45%) Apache Pig
2 4 (36.36%) Apache Spark
3 3 (27.27%) SAS
Cloud Services
1 1 (9.09%) Amazon AWS
1 1 (9.09%) Amazon EMR
1 1 (9.09%) Cloud Computing
Database & Business Intelligence
1 11 (100.00%) Apache Hive
1 11 (100.00%) Hadoop
2 9 (81.82%) Big Data
3 4 (36.36%) Sqoop
4 3 (27.27%) Cloudera CDH
5 1 (9.09%) Data Mining
5 1 (9.09%) Data Warehouse
5 1 (9.09%) NoSQL
General
1 4 (36.36%) Retail
2 3 (27.27%) Finance
Job Titles
1 5 (45.45%) Architect
1 5 (45.45%) Big Data Architect
1 5 (45.45%) Data Architect
2 4 (36.36%) Hadoop Architect
3 3 (27.27%) Hadoop Engineer
4 1 (9.09%) Administrator
4 1 (9.09%) Analyst
4 1 (9.09%) Hadoop Administrator
4 1 (9.09%) Hadoop Specialist
4 1 (9.09%) Infrastructure Engineer
4 1 (9.09%) Service Analyst
4 1 (9.09%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (36.36%) Kafka
2 1 (9.09%) Web Services
Miscellaneous
1 1 (9.09%) Analytical Skills
Operating Systems
1 6 (54.55%) Unix
2 2 (18.18%) Linux
2 2 (18.18%) Red Hat Enterprise Linux
Processes & Methodologies
1 10 (90.91%) Analytics
2 4 (36.36%) Project Management
3 3 (27.27%) High Availability
4 2 (18.18%) Change Management
5 1 (9.09%) Business Development
5 1 (9.09%) Business Intelligence
5 1 (9.09%) Dashboard Development
Programming Languages
1 6 (54.55%) Python
2 1 (9.09%) Shell Script
System Software
1 10 (90.91%) HDFS
Systems Management
1 6 (54.55%) Hadoop YARN
2 4 (36.36%) Oozie
Vendors
1 6 (54.55%) Cloudera
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 19 hours ago
Edinburgh
TDA Group
Salary: £80000 - £100000 per annum + Bonus & Benefits
Posted: 18 days ago
Edinburgh
TDA Group
Salary: £60000 - £75000 per annum + Bonus & Benefits
Posted: 18 days ago