Period
to 14 December 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 14 December 2018 with a comparison to the same period in the previous 2 years.

Apache Flume
England > South East
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 511 530 564
Rank change year-on-year +19 +34 +89
Permanent jobs citing Apache Flume 22 25 34
As % of all permanent IT jobs advertised in the South East 0.078% 0.080% 0.10%
As % of the System Software category 0.53% 0.60% 0.70%
Number of salaries quoted 5 21 23
South East median annual salary £45,000 £50,000 £60,000
Median salary % change year-on-year -10.00% -16.67% -4.00%
England median annual salary £85,000 £75,000 £70,000
% change year-on-year +13.33% +7.14% -6.67%

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 the South East with a requirement for system software skills.

All System Software Skills
South East
Permanent vacancies with a requirement for system software skills 4,133 4,156 4,877
As % of all permanent IT jobs advertised in the South East 14.72% 13.28% 14.35%
Number of salaries quoted 3,380 3,558 4,159
South East median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £23,500 £22,250 £23,000
90th Percentile £68,000 £65,000 £62,500
England median annual salary £50,000 £45,000 £42,500
% change year-on-year +11.11% +5.88% +6.25%

Apache Flume
Job Vacancy Trend in the South East

Job postings citing Apache Flume as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Apache Flume in the South East

Apache Flume
Salary Trend in the South East

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

Salary trend for Apache Flume in the South East

Apache Flume
Salary Histogram in the South East

The salary distribution of IT jobs citing Apache Flume in the South East over the 6 months to 14 December 2018.

Salary histogram for Apache Flume in the South East

Apache Flume
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Flume within the South East region over the 6 months to 14 December 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
Thames Valley +15 13 £45,000 -10.00% 1
Berkshire +7 12 £45,000 +38.46%
East Sussex - 9 - -
Buckinghamshire +13 1 - - 1
Apache Flume
England

For the 6 months to 14 December 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 South East region with a requirement for Apache Flume.

1 22 (100.00%) Hadoop
1 22 (100.00%) Apache Hive
2 21 (95.45%) Linux
3 19 (86.36%) Big Data
4 16 (72.73%) Kafka
4 16 (72.73%) Impala
4 16 (72.73%) Java
4 16 (72.73%) Scala
5 15 (68.18%) Python
6 14 (63.64%) Agile Software Development
6 14 (63.64%) HDFS
6 14 (63.64%) Analytics
6 14 (63.64%) Sqoop
6 14 (63.64%) Cloudera
6 14 (63.64%) MapReduce
7 13 (59.09%) HBase
7 13 (59.09%) Hortonworks
7 13 (59.09%) Jenkins
7 13 (59.09%) Apache Spark
7 13 (59.09%) Data Warehouse
7 13 (59.09%) Shell Script
7 13 (59.09%) Git (software)
7 13 (59.09%) Continuous Integration
8 11 (50.00%) Analytical Skills
9 10 (45.45%) Virtual Machines
9 10 (45.45%) Elasticsearch
9 10 (45.45%) DevOps
9 10 (45.45%) Kibana
9 10 (45.45%) Degree
9 10 (45.45%) Computer Science

Apache Flume
Co-occurring IT Skills in the South East 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 13 (59.09%) Apache Spark
2 10 (45.45%) Elasticsearch
3 4 (18.18%) Apache Pig
Cloud Services
1 6 (27.27%) Amazon AWS
2 4 (18.18%) Amazon EC2
2 4 (18.18%) Amazon EMR
2 4 (18.18%) Cloud Computing
2 4 (18.18%) GitHub
2 4 (18.18%) Microsoft Azure
Communications & Networking
1 4 (18.18%) HTTP
Database & Business Intelligence
1 22 (100.00%) Apache Hive
1 22 (100.00%) Hadoop
2 19 (86.36%) Big Data
3 16 (72.73%) Impala
4 14 (63.64%) Sqoop
5 13 (59.09%) Data Warehouse
5 13 (59.09%) HBase
6 7 (31.82%) PostgreSQL
7 5 (22.73%) Cloudera CDH
7 5 (22.73%) Data Lake
8 4 (18.18%) Apache Cassandra
8 4 (18.18%) Couchbase
8 4 (18.18%) MongoDB
8 4 (18.18%) NoSQL
8 4 (18.18%) QlikView
8 4 (18.18%) RDBMS
8 4 (18.18%) Relational Database
8 4 (18.18%) Spark SQL
8 4 (18.18%) SQL Server Analysis Services
8 4 (18.18%) SQL Server Integration Services
Development Applications
1 13 (59.09%) Git (software)
1 13 (59.09%) Jenkins
2 9 (40.91%) TeamCity
3 4 (18.18%) Eclipse
3 4 (18.18%) JIRA
3 4 (18.18%) Subversion
3 4 (18.18%) Team Foundation Server
4 2 (9.09%) JUnit
General
1 2 (9.09%) Marketing
2 1 (4.55%) Banking
2 1 (4.55%) Retail
Job Titles
1 13 (59.09%) Big Data Engineer
2 12 (54.55%) Data Engineer
2 12 (54.55%) Hadoop Engineer
3 10 (45.45%) Senior Data Engineer
4 7 (31.82%) Senior Hadoop Engineer
5 4 (18.18%) Big Data Developer
5 4 (18.18%) Developer
5 4 (18.18%) Senior Big Data Developer
5 4 (18.18%) Senior Developer
6 3 (13.64%) Cybersecurity Engineer
6 3 (13.64%) DevOps Engineer
6 3 (13.64%) Linux Engineer
6 3 (13.64%) Linux Systems Engineer
6 3 (13.64%) Security Engineer
6 3 (13.64%) Systems Engineer
Libraries, Frameworks & Software Standards
1 16 (72.73%) Kafka
2 9 (40.91%) Keras
2 9 (40.91%) MLlib
2 9 (40.91%) TensorFlow
3 6 (27.27%) Web Services
4 4 (18.18%) AngularJS
4 4 (18.18%) CSS
4 4 (18.18%) HTML
4 4 (18.18%) HTML5
4 4 (18.18%) jQuery
4 4 (18.18%) JSON
4 4 (18.18%) React
4 4 (18.18%) RESTful
4 4 (18.18%) Spark Streaming
4 4 (18.18%) XML
5 2 (9.09%) Akka
Miscellaneous
1 11 (50.00%) Analytical Skills
2 7 (31.82%) User Experience
3 2 (9.09%) Greenfield Project
Operating Systems
1 21 (95.45%) Linux
2 10 (45.45%) Windows
3 4 (18.18%) Unix
Processes & Methodologies
1 14 (63.64%) Agile Software Development
1 14 (63.64%) Analytics
1 14 (63.64%) MapReduce
2 13 (59.09%) Continuous Integration
3 10 (45.45%) Computer Science
3 10 (45.45%) Configuration Management
3 10 (45.45%) DevOps
4 9 (40.91%) Deep Learning
4 9 (40.91%) Machine Learning
5 7 (31.82%) Data Analysis
5 7 (31.82%) Data Analytics
5 7 (31.82%) Data Engineering
5 7 (31.82%) Operations Research
5 7 (31.82%) Software Delivery
6 6 (27.27%) Change Management
6 6 (27.27%) Cybersecurity
6 6 (27.27%) Integration Testing
6 6 (27.27%) Low Latency
6 6 (27.27%) Release Management
6 6 (27.27%) Visualisation
Programming Languages
1 16 (72.73%) Java
1 16 (72.73%) Scala
2 15 (68.18%) Python
3 13 (59.09%) Shell Script
4 9 (40.91%) Go
5 6 (27.27%) C
6 4 (18.18%) JavaScript
6 4 (18.18%) SQL
7 2 (9.09%) R
Qualifications
1 10 (45.45%) Degree
2 8 (36.36%) Security Cleared
3 6 (27.27%) DV Cleared
4 4 (18.18%) Computer Science Degree
5 2 (9.09%) SC Cleared
Quality Assurance & Compliance
1 4 (18.18%) QA
2 3 (13.64%) Data Quality
System Software
1 14 (63.64%) HDFS
2 10 (45.45%) Virtual Machines
Systems Management
1 10 (45.45%) Kibana
2 9 (40.91%) Hadoop YARN
3 6 (27.27%) Puppet
4 4 (18.18%) Kubernetes
4 4 (18.18%) Oozie
4 4 (18.18%) Rundeck
Vendors
1 14 (63.64%) Cloudera
2 13 (59.09%) Hortonworks
3 6 (27.27%) Atlassian
4 4 (18.18%) Microsoft
4 4 (18.18%) Oracle
4 4 (18.18%) Tableau