Period
to 18 December 2017

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 18 December 2017 with a comparison to the same period in the previous 2 years.

Apache Flume
South East > Berkshire
6 months to
18 Dec 2017
Same period 2016 Same period 2015
Rank 249 - -
Rank change year-on-year - - -
Permanent jobs citing Apache Flume 9 0 0
As % of all permanent IT jobs advertised in Berkshire 0.14% - -
As % of the System Software category 1.09% - -
Number of salaries quoted 7 0 0
Berkshire median annual salary £32,500 - -
South East median annual salary £50,000 £60,000 £62,500
% change year-on-year -16.67% -4.00% +19.05%

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 829 1272 1482
As % of all permanent IT jobs advertised in Berkshire 12.88% 15.24% 13.40%
Number of salaries quoted 710 1077 1218
Berkshire median annual salary £45,000 £50,000 £45,000
Median salary % change year-on-year -10.00% +11.11% +20.00%
10th Percentile £23,500 £26,250 £25,000
90th Percentile £70,000 £72,500 £70,000
South East median annual salary £40,000 £40,000 £40,000

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 18 December 2017.

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 18 December 2017. 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 - 8 £32,500 - 1
Newbury - 1 £65,000 -
Apache Flume
South East

For the 6 months to 18 December 2017, IT jobs citing Apache Flume 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 Berkshire region with a requirement for Apache Flume.

1 9 (100.00%) Hadoop
1 9 (100.00%) Apache Hive
1 9 (100.00%) HBase
1 9 (100.00%) Big Data
1 9 (100.00%) Apache Spark
2 8 (88.89%) HDFS
3 7 (77.78%) Impala
3 7 (77.78%) Agile Software Development
4 6 (66.67%) Degree
4 6 (66.67%) SQL
4 6 (66.67%) Data Modelling
4 6 (66.67%) MapReduce
4 6 (66.67%) Visualisation
4 6 (66.67%) Computer Science
4 6 (66.67%) Analytical Skills
4 6 (66.67%) Apache Pig
5 5 (55.56%) Cloudera
5 5 (55.56%) Oozie
5 5 (55.56%) Performance Tuning
5 5 (55.56%) Python
6 4 (44.44%) Data Warehouse
6 4 (44.44%) Scrum
6 4 (44.44%) SQL Server Integration Services
6 4 (44.44%) Data Management
6 4 (44.44%) ETL
6 4 (44.44%) Business Intelligence
6 4 (44.44%) Star Schema
6 4 (44.44%) Microsoft
6 4 (44.44%) Nagios
6 4 (44.44%) MySQL

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 9 (100.00%) Apache Spark
2 6 (66.67%) Apache Pig
3 3 (33.33%) Elasticsearch
4 1 (11.11%) Apache Solr
Cloud Services
1 4 (44.44%) Amazon AWS
1 4 (44.44%) Amazon EMR
Database & Business Intelligence
1 9 (100.00%) Apache Hive
1 9 (100.00%) Big Data
1 9 (100.00%) Hadoop
1 9 (100.00%) HBase
2 7 (77.78%) Impala
3 4 (44.44%) Data Warehouse
3 4 (44.44%) MySQL
3 4 (44.44%) NoSQL
3 4 (44.44%) Power BI
3 4 (44.44%) QlikView
3 4 (44.44%) Relational Database
3 4 (44.44%) SQL Server
3 4 (44.44%) SQL Server Analysis Services
3 4 (44.44%) SQL Server Integration Services
3 4 (44.44%) Sqoop
3 4 (44.44%) Star Schema
4 2 (22.22%) Parquet
5 1 (11.11%) Apache Cassandra
5 1 (11.11%) Flink
Development Applications
1 2 (22.22%) Jenkins
1 2 (22.22%) JIRA
1 2 (22.22%) Maven
Job Titles
1 4 (44.44%) Business Developer
1 4 (44.44%) Business Intelligence Developer
1 4 (44.44%) Developer
2 3 (33.33%) Big Data Engineer
2 3 (33.33%) Hadoop Engineer
3 2 (22.22%) Cybersecurity Engineer
3 2 (22.22%) DevOps Engineer
3 2 (22.22%) Graduate
3 2 (22.22%) Graduate Software Engineer
3 2 (22.22%) Security Engineer
3 2 (22.22%) Software Engineer
4 1 (11.11%) Data Engineer
Libraries, Frameworks & Software Standards
1 4 (44.44%) XML
2 3 (33.33%) Kafka
3 2 (22.22%) Apache Avro
Miscellaneous
1 6 (66.67%) Analytical Skills
1 6 (66.67%) Computer Science
Operating Systems
1 3 (33.33%) Linux
2 2 (22.22%) Windows
3 1 (11.11%) Unix
Processes & Methodologies
1 7 (77.78%) Agile Software Development
2 6 (66.67%) Data Modelling
2 6 (66.67%) MapReduce
2 6 (66.67%) Visualisation
3 5 (55.56%) Performance Tuning
4 4 (44.44%) Analytics
4 4 (44.44%) Big Data Analytics
4 4 (44.44%) Business Intelligence
4 4 (44.44%) Data Architecture
4 4 (44.44%) Data Governance
4 4 (44.44%) Data Management
4 4 (44.44%) Data Visualisation
4 4 (44.44%) Database Tuning
4 4 (44.44%) ETL
4 4 (44.44%) High Availability
4 4 (44.44%) Master Data Management
4 4 (44.44%) Mathematics
4 4 (44.44%) Predictive Analytics
4 4 (44.44%) Scrum
5 2 (22.22%) Change Management
Programming Languages
1 6 (66.67%) SQL
2 5 (55.56%) Python
3 4 (44.44%) JavaScript
4 3 (33.33%) Java
4 3 (33.33%) Scala
5 2 (22.22%) C
Qualifications
1 6 (66.67%) Degree
2 4 (44.44%) Computer Science Degree
3 2 (22.22%) DV Cleared
3 2 (22.22%) Security Cleared
Quality Assurance & Compliance
1 4 (44.44%) Data Quality
1 4 (44.44%) QA
System Software
1 8 (88.89%) HDFS
2 2 (22.22%) Virtual Machines
Systems Management
1 5 (55.56%) Oozie
2 4 (44.44%) Nagios
3 2 (22.22%) Kibana
3 2 (22.22%) Puppet
4 1 (11.11%) Hadoop YARN
Vendors
1 5 (55.56%) Cloudera
2 4 (44.44%) Microsoft
2 4 (44.44%) Oracle
2 4 (44.44%) Tableau
3 2 (22.22%) Atlassian
4 1 (11.11%) Hortonworks
4 1 (11.11%) MapR