Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 24 November 2017 with a comparison to the same period in the previous 2 years.

MapReduce
Scotland > Glasgow
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 140 129 153
Rank change year-on-year -11 +24 -6
Permanent jobs citing MapReduce 8 9 7
As % of all permanent IT jobs advertised in Glasgow 0.35% 0.42% 0.27%
As % of the Processes & Methodologies category 0.38% 0.45% 0.29%
Number of salaries quoted 1 4 10
Glasgow median annual salary £49,500 £40,000 £79,500
Median salary % change year-on-year +23.75% -49.69% +87.06%
10th Percentile £47,750 £35,000 £45,875
90th Percentile £51,250 £46,488 £84,250
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 Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2120 1985 2376
As % of all permanent IT jobs advertised in Glasgow 91.93% 92.54% 91.28%
Number of salaries quoted 1360 1069 1517
Glasgow median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +6.25%
10th Percentile £31,500 £28,750 £28,750
90th Percentile £67,500 £60,000 £60,500
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 Glasgow

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

Job vacancy trend for MapReduce in Glasgow

MapReduce
Salary Trend in Glasgow

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

Salary trend for MapReduce in Glasgow

For the 6 months to 24 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 Glasgow region with a requirement for MapReduce.

1 8 (100.00%) Java
1 8 (100.00%) SQL
1 8 (100.00%) MySQL
1 8 (100.00%) Python
1 8 (100.00%) Finance
1 8 (100.00%) Hadoop
1 8 (100.00%) Agile Software Development
1 8 (100.00%) Big Data
2 7 (87.50%) REST
2 7 (87.50%) High Availability
2 7 (87.50%) MongoDB
2 7 (87.50%) NoSQL
2 7 (87.50%) Spring
2 7 (87.50%) J2EE
2 7 (87.50%) Client/Server
2 7 (87.50%) Blockchain
2 7 (87.50%) Concurrent Programming
3 1 (12.50%) Dashboard Development
3 1 (12.50%) SparkR
3 1 (12.50%) Bokeh
3 1 (12.50%) PySpark
3 1 (12.50%) Data Modelling
3 1 (12.50%) Data Mining
3 1 (12.50%) Business Intelligence
3 1 (12.50%) Oracle
3 1 (12.50%) Statistical Analysis
3 1 (12.50%) Marketing
3 1 (12.50%) Scala
3 1 (12.50%) Data Warehouse
3 1 (12.50%) R

MapReduce
Co-occurring IT Skills in Glasgow 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 (12.50%) Apache Spark
Database & Business Intelligence
1 8 (100.00%) Big Data
1 8 (100.00%) Hadoop
1 8 (100.00%) MySQL
2 7 (87.50%) Blockchain
2 7 (87.50%) MongoDB
2 7 (87.50%) NoSQL
3 1 (12.50%) Apache Hive
3 1 (12.50%) Data Mining
3 1 (12.50%) Data Warehouse
3 1 (12.50%) Relational Database
General
1 8 (100.00%) Finance
2 1 (12.50%) Marketing
Job Titles
1 7 (87.50%) Developer
1 7 (87.50%) Java Developer
2 1 (12.50%) Data Scientist
2 1 (12.50%) Designer
Libraries, Frameworks & Software Standards
1 7 (87.50%) J2EE
1 7 (87.50%) REST
1 7 (87.50%) Spring
2 1 (12.50%) Bokeh
2 1 (12.50%) Pandas
2 1 (12.50%) PySpark
2 1 (12.50%) SparkR
Miscellaneous
1 7 (87.50%) Client/Server
Processes & Methodologies
1 8 (100.00%) Agile Software Development
2 7 (87.50%) Concurrent Programming
2 7 (87.50%) High Availability
3 1 (12.50%) Business Intelligence
3 1 (12.50%) Dashboard Development
3 1 (12.50%) Data Analysis
3 1 (12.50%) Data Modelling
3 1 (12.50%) Data Visualisation
3 1 (12.50%) Machine Learning
3 1 (12.50%) Statistical Analysis
3 1 (12.50%) Visualisation
Programming Languages
1 8 (100.00%) Java
1 8 (100.00%) Python
1 8 (100.00%) SQL
2 1 (12.50%) HiveQL
2 1 (12.50%) R
2 1 (12.50%) Scala
Vendors
1 1 (12.50%) Oracle