Period
to 20 July 2018

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes with a requirement for MapReduce skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited MapReduce over the 6 months to 20 July 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

MapReduce
Buckinghamshire > Milton Keynes
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 98 108 91
Rank change year-on-year +10 -17 +16
Contract jobs citing MapReduce 5 12 7
As % of all contract IT jobs advertised in Milton Keynes 0.32% 0.77% 0.49%
As % of the Processes & Methodologies category 0.39% 0.92% 0.58%
Number of daily rates quoted 2 5 0
Milton Keynes median daily rate £438 £400 -
Median daily rate % change year-on-year +9.38% - -
Buckinghamshire median daily rate £438 £400 -
% change year-on-year +9.38% - -
Number of hourly rates quoted 0 0 0
Milton Keynes median hourly rate - - -
Buckinghamshire median hourly rate - - -

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

All Process and Methodology Skills
Milton Keynes
Contract vacancies with a requirement for process or methodology skills 1,290 1,310 1,217
As % of all contract IT jobs advertised in Milton Keynes 83.77% 84.46% 84.69%
Number of daily rates quoted 727 659 701
Milton Keynes median daily rate £400 £400 £401
Median daily rate % change year-on-year - -0.12% +6.80%
10th Percentile £239 £274 £253
90th Percentile £563 £538 £525
Buckinghamshire median daily rate £405 £400 £400
% change year-on-year +1.25% - +9.59%
Number of hourly rates quoted 59 25 28
Milton Keynes median hourly rate £13.50 £14.00 £12.00
Median hourly rate % change year-on-year -3.57% +16.67% -17.24%
10th Percentile £9.24 £8.87 £9.00
90th Percentile £17.50 £19.18 £16.03
Buckinghamshire median hourly rate £14.28 £16.50 £14.00
% change year-on-year -13.48% +17.86% -22.22%

MapReduce
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for MapReduce in Milton Keynes

MapReduce
Contractor Daily Rate Trend in Milton Keynes

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing MapReduce in Milton Keynes.

Contractor daily rate trend for MapReduce in Milton Keynes

For the 6 months to 20 July 2018, IT contractor jobs citing MapReduce also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Milton Keynes region with a requirement for MapReduce.

1 5 (100.00%) Java
1 5 (100.00%) Agile Software Development
1 5 (100.00%) Scala
1 5 (100.00%) Hadoop
1 5 (100.00%) Apache Hive
1 5 (100.00%) Big Data
1 5 (100.00%) Apache Spark
2 4 (80.00%) HDFS
2 4 (80.00%) Kafka
2 4 (80.00%) Apache Flume
2 4 (80.00%) NoSQL
3 3 (60.00%) Visualisation
3 3 (60.00%) Data Analysis
3 3 (60.00%) Use Case
3 3 (60.00%) Unix
3 3 (60.00%) Linux
3 3 (60.00%) Project Management
3 3 (60.00%) Stakeholder Management
3 3 (60.00%) Data Transformation
3 3 (60.00%) Cloudera
3 3 (60.00%) Agile Project Management
3 3 (60.00%) HBase
3 3 (60.00%) Analytical Skills
3 3 (60.00%) Spark Streaming
3 3 (60.00%) Case Management
3 3 (60.00%) Data Ingestion
4 2 (40.00%) Data Enrichment
4 2 (40.00%) Elastic Stack
4 2 (40.00%) Kibana
4 2 (40.00%) Data Visualisation

MapReduce
Co-occurring IT Skills in Milton Keynes 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 (100.00%) Apache Spark
2 2 (40.00%) Apache Pig
2 2 (40.00%) Elasticsearch
3 1 (20.00%) Apache
Database & Business Intelligence
1 5 (100.00%) Apache Hive
1 5 (100.00%) Big Data
1 5 (100.00%) Hadoop
2 4 (80.00%) NoSQL
3 3 (60.00%) HBase
4 2 (40.00%) Sqoop
5 1 (20.00%) Apache Cassandra
5 1 (20.00%) Apache Zeppelin
5 1 (20.00%) Data Lake
5 1 (20.00%) Impala
5 1 (20.00%) MongoDB
5 1 (20.00%) MySQL
Development Applications
1 1 (20.00%) Atlassian Bamboo
1 1 (20.00%) Maven
General
1 1 (20.00%) Banking
1 1 (20.00%) Finance
Job Titles
1 3 (60.00%) Big Data Developer
1 3 (60.00%) Developer
2 1 (20.00%) Big Data Engineer
2 1 (20.00%) Cloud Developer
2 1 (20.00%) Data Engineer
2 1 (20.00%) Elasticsearch Developer
2 1 (20.00%) Hadoop Developer
2 1 (20.00%) Hadoop Engineer
2 1 (20.00%) MapReduce Engineer
Libraries, Frameworks & Software Standards
1 4 (80.00%) Kafka
2 3 (60.00%) Spark Streaming
3 2 (40.00%) Elastic Stack
4 1 (20.00%) AngularJS
4 1 (20.00%) Backbone.js
4 1 (20.00%) CSS
4 1 (20.00%) CSS3
4 1 (20.00%) HTML
4 1 (20.00%) HTML5
4 1 (20.00%) J2EE
4 1 (20.00%) jQuery
4 1 (20.00%) Node.js
4 1 (20.00%) Spring
4 1 (20.00%) Web Services
Miscellaneous
1 3 (60.00%) Analytical Skills
Operating Systems
1 3 (60.00%) Linux
1 3 (60.00%) Unix
Processes & Methodologies
1 5 (100.00%) Agile Software Development
2 3 (60.00%) Agile Project Management
2 3 (60.00%) Case Management
2 3 (60.00%) Data Analysis
2 3 (60.00%) Data Ingestion
2 3 (60.00%) Data Transformation
2 3 (60.00%) Project Management
2 3 (60.00%) Stakeholder Management
2 3 (60.00%) Use Case
2 3 (60.00%) Visualisation
3 2 (40.00%) Analytical Thinking
3 2 (40.00%) Data Enrichment
3 2 (40.00%) Data Visualisation
4 1 (20.00%) API Development
4 1 (20.00%) Concurrent Programming
4 1 (20.00%) Continuous Integration
4 1 (20.00%) Data Architecture
4 1 (20.00%) Data Privacy
4 1 (20.00%) Multithreading
4 1 (20.00%) Problem-Solving
Programming Languages
1 5 (100.00%) Java
1 5 (100.00%) Scala
2 1 (20.00%) JavaScript
2 1 (20.00%) Perl
2 1 (20.00%) Python
2 1 (20.00%) SQL
System Software
1 4 (80.00%) Apache Flume
1 4 (80.00%) HDFS
Systems Management
1 2 (40.00%) Kibana
2 1 (20.00%) Hadoop YARN
Vendors
1 3 (60.00%) Cloudera
2 2 (40.00%) Hortonworks
3 1 (20.00%) Oracle
3 1 (20.00%) Talend