Period
to 15 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Camberley 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 15 August 2018 with a comparison to the same period in the previous 2 years.

MapReduce
Surrey > Camberley
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 28 - -
Rank change year-on-year - - -
Permanent jobs citing MapReduce 6 0 0
As % of all permanent IT jobs advertised in Camberley 3.61% - -
As % of the Processes & Methodologies category 4.00% - -
Number of salaries quoted 6 0 0
Camberley median annual salary £62,500 - -
Surrey median annual salary £65,000 £75,000 £60,000
% change year-on-year -13.33% +25.00% +37.14%

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 Camberley with a requirement for process or methodology skills.

All Process and Methodology Skills
Camberley
Permanent vacancies with a requirement for process or methodology skills 150 92 184
As % of all permanent IT jobs advertised in Camberley 90.36% 83.64% 75.72%
Number of salaries quoted 109 87 158
Camberley median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £35,750 £27,000 £28,200
90th Percentile £75,000 £67,500 £60,750
Surrey median annual salary £50,000 £47,500 £46,500
% change year-on-year +5.26% +2.15% +3.33%

For the 6 months to 15 August 2018, IT 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 permanent job ads across the Camberley region with a requirement for MapReduce.

1 6 (100.00%) Data Mining
1 6 (100.00%) Statistical Analysis
1 6 (100.00%) Apache Hive
1 6 (100.00%) Hadoop
1 6 (100.00%) Visualisation
1 6 (100.00%) Big Data
1 6 (100.00%) Talend
1 6 (100.00%) Analytics
1 6 (100.00%) Data Engineering
1 6 (100.00%) Data Science
2 3 (50.00%) Power BI
2 3 (50.00%) Data Ingestion
2 3 (50.00%) Actionable Insight
2 3 (50.00%) Data Lake
2 3 (50.00%) Bokeh
2 3 (50.00%) Customer Requirements
2 3 (50.00%) A/B Testing
2 3 (50.00%) Sqoop
2 3 (50.00%) Master Data Management
2 3 (50.00%) Customer Segmentation
2 3 (50.00%) Relational Database
2 3 (50.00%) HDFS
2 3 (50.00%) Pandas
2 3 (50.00%) Coaching
2 3 (50.00%) Analytical Skills
2 3 (50.00%) Apache Spark
2 3 (50.00%) Hadoop YARN
2 3 (50.00%) Algorithms
2 3 (50.00%) Data Analytics
2 3 (50.00%) Microsoft Azure

MapReduce
Co-occurring IT Skills in Camberley 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 3 (50.00%) Apache Spark
Cloud Services
1 3 (50.00%) Amazon AWS
1 3 (50.00%) Microsoft Azure
Database & Business Intelligence
1 6 (100.00%) Apache Hive
1 6 (100.00%) Big Data
1 6 (100.00%) Data Mining
1 6 (100.00%) Hadoop
2 3 (50.00%) Data Lake
2 3 (50.00%) HBase
2 3 (50.00%) Power BI
2 3 (50.00%) RDBMS
2 3 (50.00%) Relational Database
2 3 (50.00%) SQL Server
2 3 (50.00%) Sqoop
Job Titles
1 3 (50.00%) Architect
1 3 (50.00%) Data Architect
1 3 (50.00%) Data Engineer
1 3 (50.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 3 (50.00%) Bokeh
1 3 (50.00%) D3.js
1 3 (50.00%) J2EE
1 3 (50.00%) Pandas
Miscellaneous
1 3 (50.00%) Algorithms
1 3 (50.00%) Analytical Skills
Processes & Methodologies
1 6 (100.00%) Analytics
1 6 (100.00%) Data Engineering
1 6 (100.00%) Data Science
1 6 (100.00%) Statistical Analysis
1 6 (100.00%) Visualisation
2 3 (50.00%) Agile Software Development
2 3 (50.00%) Business Intelligence
2 3 (50.00%) Coaching
2 3 (50.00%) Customer Segmentation
2 3 (50.00%) Data Architecture
2 3 (50.00%) Data Integration
2 3 (50.00%) Data Modelling
2 3 (50.00%) ETL
2 3 (50.00%) Logistic Regression
2 3 (50.00%) Master Data Management
2 3 (50.00%) Neural Network
2 3 (50.00%) Pattern Recognition
2 3 (50.00%) Predictive Modelling
2 3 (50.00%) Project Management
2 3 (50.00%) Use Case
Programming Languages
1 3 (50.00%) Java
1 3 (50.00%) MATLAB
1 3 (50.00%) Python
1 3 (50.00%) R
1 3 (50.00%) SQL
Quality Assurance & Compliance
1 3 (50.00%) Data Quality
System Software
1 3 (50.00%) HDFS
Systems Management
1 3 (50.00%) Hadoop YARN
Vendors
1 6 (100.00%) Talend
2 3 (50.00%) Tableau