Period
to 15 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Berkshire with a requirement for Apache Flume skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Flume over the 6 months to 15 October 2018 with a comparison to the same period in the previous 2 years.

Apache Flume
South East > Berkshire
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 241 252 302
Rank change year-on-year +11 +50 -
Permanent jobs citing Apache Flume 19 6 1
As % of all permanent IT jobs advertised in Berkshire 0.30% 0.099% 0.012%
As % of the System Software category 1.68% 0.73% 0.076%
Number of salaries quoted 8 5 1
Berkshire median annual salary £45,000 £32,500 £45,000
Median salary % change year-on-year +38.46% -27.78% -
South East median annual salary £45,000 £65,000 £60,000
% change year-on-year -30.77% +8.33% +20.00%

Apache Flume is in the System Software category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Berkshire with a requirement for system software skills.

All System Software Skills
Berkshire
Permanent vacancies with a requirement for system software skills 1,131 819 1,311
As % of all permanent IT jobs advertised in Berkshire 17.71% 13.47% 15.16%
Number of salaries quoted 883 710 1,106
Berkshire median annual salary £50,000 £45,000 £50,000
Median salary % change year-on-year +11.11% -10.00% +17.65%
10th Percentile £26,000 £22,500 £26,250
90th Percentile £71,250 £70,000 £71,250
South East median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Apache Flume
Job Vacancy Trend in Berkshire

Job postings citing Apache Flume as a percentage of all IT jobs advertised in Berkshire.

Job vacancy trend for Apache Flume in Berkshire

Apache Flume
Salary Trend in Berkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Flume in Berkshire.

Salary trend for Apache Flume in Berkshire

Apache Flume
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Apache Flume in Berkshire over the 6 months to 15 October 2018.

Salary histogram for Apache Flume in Berkshire

Apache Flume
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Flume within the Berkshire region over the 6 months to 15 October 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +17 19 £45,000 +38.46%
Apache Flume
South East

For the 6 months to 15 October 2018, IT jobs citing Apache Flume 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 Berkshire region with a requirement for Apache Flume.

1 19 (100.00%) Hadoop
1 19 (100.00%) Apache Hive
1 19 (100.00%) HDFS
2 18 (94.74%) HBase
2 18 (94.74%) Apache Spark
2 18 (94.74%) Linux
3 16 (84.21%) Configuration Management
3 16 (84.21%) Degree
3 16 (84.21%) Computer Science
3 16 (84.21%) Windows
3 16 (84.21%) Virtual Machines
3 16 (84.21%) DevOps
3 16 (84.21%) Elasticsearch
3 16 (84.21%) Kibana
3 16 (84.21%) Analytical Skills
4 15 (78.95%) Security Cleared
5 14 (73.68%) Visualisation
5 14 (73.68%) Data Analysis
5 14 (73.68%) Impala
5 14 (73.68%) Big Data
6 13 (68.42%) Cybersecurity
6 13 (68.42%) Low Latency
6 13 (68.42%) Change Management
6 13 (68.42%) C
6 13 (68.42%) DV Cleared
6 13 (68.42%) Puppet
6 13 (68.42%) Integration Testing
6 13 (68.42%) Release Management
6 13 (68.42%) Atlassian
7 8 (42.11%) Use Case

Apache Flume
Co-occurring IT Skills in Berkshire 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 18 (94.74%) Apache Spark
2 16 (84.21%) Elasticsearch
3 4 (21.05%) Apache Pig
Cloud Services
1 6 (31.58%) Amazon AWS
2 3 (15.79%) Amazon EC2
2 3 (15.79%) Amazon EMR
2 3 (15.79%) Cloud Computing
2 3 (15.79%) GitHub
2 3 (15.79%) Microsoft Azure
Communications & Networking
1 3 (15.79%) HTTP
Database & Business Intelligence
1 19 (100.00%) Apache Hive
1 19 (100.00%) Hadoop
2 18 (94.74%) HBase
3 14 (73.68%) Big Data
3 14 (73.68%) Impala
4 3 (15.79%) Apache Cassandra
4 3 (15.79%) Cloudera CDH
4 3 (15.79%) Couchbase
4 3 (15.79%) Data Lake
4 3 (15.79%) Data Warehouse
4 3 (15.79%) MongoDB
4 3 (15.79%) MySQL
4 3 (15.79%) NoSQL
4 3 (15.79%) QlikView
4 3 (15.79%) RDBMS
4 3 (15.79%) Relational Database
4 3 (15.79%) Spark SQL
4 3 (15.79%) SQL Server
4 3 (15.79%) SQL Server Integration Services
4 3 (15.79%) Sqoop
Development Applications
1 3 (15.79%) Eclipse
1 3 (15.79%) Git (software)
1 3 (15.79%) Jenkins
1 3 (15.79%) JIRA
1 3 (15.79%) Subversion
1 3 (15.79%) Team Foundation Server
Job Titles
1 9 (47.37%) Hadoop Engineer
2 8 (42.11%) Big Data Engineer
2 8 (42.11%) Cybersecurity Engineer
2 8 (42.11%) DevOps Engineer
2 8 (42.11%) Security Engineer
3 5 (26.32%) Linux Engineer
3 5 (26.32%) Linux Systems Engineer
3 5 (26.32%) Systems Engineer
4 3 (15.79%) Big Data Developer
4 3 (15.79%) Data Engineer
4 3 (15.79%) Developer
4 3 (15.79%) Senior Big Data Developer
4 3 (15.79%) Senior Developer
5 2 (10.53%) Senior Data Engineer
6 1 (5.26%) AWS Engineer
Libraries, Frameworks & Software Standards
1 6 (31.58%) Kafka
2 5 (26.32%) Web Services
3 3 (15.79%) AngularJS
3 3 (15.79%) CSS
3 3 (15.79%) HTML
3 3 (15.79%) HTML5
3 3 (15.79%) jQuery
3 3 (15.79%) JSON
3 3 (15.79%) React
3 3 (15.79%) RESTful
3 3 (15.79%) Spark Streaming
3 3 (15.79%) XML
4 2 (10.53%) Akka
Miscellaneous
1 16 (84.21%) Analytical Skills
1 16 (84.21%) Computer Science
Operating Systems
1 18 (94.74%) Linux
2 16 (84.21%) Windows
3 3 (15.79%) Unix
Processes & Methodologies
1 16 (84.21%) Configuration Management
1 16 (84.21%) DevOps
2 14 (73.68%) Data Analysis
2 14 (73.68%) Visualisation
3 13 (68.42%) Change Management
3 13 (68.42%) Cybersecurity
3 13 (68.42%) Integration Testing
3 13 (68.42%) Low Latency
3 13 (68.42%) Release Management
4 8 (42.11%) Use Case
5 5 (26.32%) Agile Software Development
5 5 (26.32%) Analytics
5 5 (26.32%) Data Analytics
6 4 (21.05%) MapReduce
7 3 (15.79%) Big Data Analytics
7 3 (15.79%) Build Automation
7 3 (15.79%) Continuous Deployment
7 3 (15.79%) Data Ingestion
7 3 (15.79%) Microservices
7 3 (15.79%) Runbook
Programming Languages
1 13 (68.42%) C
2 5 (26.32%) Java
2 5 (26.32%) Python
2 5 (26.32%) Scala
3 3 (15.79%) JavaScript
3 3 (15.79%) Shell Script
3 3 (15.79%) SQL
4 2 (10.53%) R
Qualifications
1 16 (84.21%) Degree
2 15 (78.95%) Security Cleared
3 13 (68.42%) DV Cleared
4 3 (15.79%) Computer Science Degree
5 2 (10.53%) SC Cleared
Quality Assurance & Compliance
1 3 (15.79%) QA
2 2 (10.53%) Data Quality
System Software
1 19 (100.00%) HDFS
2 16 (84.21%) Virtual Machines
Systems Management
1 16 (84.21%) Kibana
2 13 (68.42%) Puppet
3 3 (15.79%) Kubernetes
3 3 (15.79%) Oozie
3 3 (15.79%) Rundeck
Vendors
1 13 (68.42%) Atlassian
2 4 (21.05%) Cloudera
2 4 (21.05%) Hortonworks
3 3 (15.79%) Microsoft
3 3 (15.79%) Oracle
3 3 (15.79%) Tableau
4 1 (5.26%) MapR
4 1 (5.26%) Talend