Period
to 22 November 2017

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 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

MapReduce
Scotland > Edinburgh
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 153 133 148
Rank change year-on-year -20 +15 +2
Permanent jobs citing MapReduce 1 2 7
As % of all permanent IT jobs advertised in Edinburgh 0.037% 0.086% 0.23%
As % of the Processes & Methodologies category 0.040% 0.092% 0.25%
Number of salaries quoted 1 0 8
Edinburgh median annual salary £42,500 - £79,500
10th Percentile £38,750 - £74,750
90th Percentile £46,250 - £84,475
Scotland median annual salary £46,000 £40,000 £79,500
% change year-on-year +15.00% -49.69% +87.06%

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

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2473 2163 2776
As % of all permanent IT jobs advertised in Edinburgh 91.02% 92.59% 91.74%
Number of salaries quoted 1493 1404 1751
Edinburgh median annual salary £42,500 £45,000 £43,500
Median salary % change year-on-year -5.56% +3.45% +3.57%
10th Percentile £27,000 £29,750 £27,500
90th Percentile £66,250 £70,000 £65,000
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

MapReduce
Job Vacancy Trend in Edinburgh

Job postings citing MapReduce as a percentage of all IT jobs advertised in Edinburgh.

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

For the 6 months to 22 November 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 1 (100.00%) C#
1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) PhD
1 1 (100.00%) Statistics
1 1 (100.00%) Mathematics
1 1 (100.00%) Physics
1 1 (100.00%) Hadoop
1 1 (100.00%) R
1 1 (100.00%) Machine Learning
1 1 (100.00%) Statistical Modelling
1 1 (100.00%) Apache Spark
1 1 (100.00%) scikit-learn
1 1 (100.00%) MLlib
1 1 (100.00%) TensorFlow

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 1 (100.00%) Apache Spark
Database & Business Intelligence
1 1 (100.00%) Hadoop
Job Titles
1 1 (100.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (100.00%) MLlib
1 1 (100.00%) scikit-learn
1 1 (100.00%) TensorFlow
Processes & Methodologies
1 1 (100.00%) Machine Learning
1 1 (100.00%) Mathematics
1 1 (100.00%) Physics
1 1 (100.00%) Statistical Modelling
1 1 (100.00%) Statistics
Programming Languages
1 1 (100.00%) C#
1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) R
Qualifications
1 1 (100.00%) PhD