Period
to 18 November 2017

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

Apache Flume
England > South East
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 530 546 640
Rank change year-on-year +16 +94 +4
Permanent jobs citing Apache Flume 22 41 4
As % of all permanent IT jobs advertised in the South East 0.072% 0.12% 0.009%
As % of the System Software category 0.54% 0.83% 0.068%
Number of salaries quoted 17 27 2
South East median annual salary £52,500 £60,000 £62,500
Median salary % change year-on-year -12.50% -4.00% +19.05%
10th Percentile £30,000 £45,000 £50,000
90th Percentile £70,500 £60,000 £75,000
England median annual salary £72,500 £62,500 £80,000
% change year-on-year +16.00% -21.88% +22.14%

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 4061 4962 5898
As % of all permanent IT jobs advertised in the South East 13.36% 14.10% 13.76%
Number of salaries quoted 3521 4226 4959
South East median annual salary £40,000 £40,000 £40,000
10th Percentile £22,000 £23,000 £22,500
90th Percentile £66,250 £62,500 £62,500
England median annual salary £45,000 £42,500 £40,000
% change year-on-year +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 18 November 2017.

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 18 November 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
Thames Valley +57 21 £51,250 +13.89% 1
Buckinghamshire - 12 £65,000 -
Berkshire +50 9 £32,500 -27.78% 1
Middlesex - 1 £100,000 -
Apache Flume
England

For the 6 months to 18 November 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 South East region with a requirement for Apache Flume.

1 22 (100.00%) Hadoop
1 22 (100.00%) Big Data
1 22 (100.00%) Apache Spark
2 16 (72.73%) Cloudera
2 16 (72.73%) Agile Software Development
2 16 (72.73%) SQL
3 14 (63.64%) Java
3 14 (63.64%) Kafka
3 14 (63.64%) HBase
3 14 (63.64%) Scala
3 14 (63.64%) Apache Hive
3 14 (63.64%) NoSQL
4 13 (59.09%) ETL
5 11 (50.00%) Sqoop
6 10 (45.45%) Impala
7 9 (40.91%) HDFS
7 9 (40.91%) Jenkins
7 9 (40.91%) Banking
8 8 (36.36%) Maven
8 8 (36.36%) Apache Pig
8 8 (36.36%) Oozie
8 8 (36.36%) MapReduce
9 7 (31.82%) Analytical Skills
9 7 (31.82%) TDD
9 7 (31.82%) Continuous Integration
9 7 (31.82%) Scrum
9 7 (31.82%) Python
10 6 (27.27%) Data Modelling
10 6 (27.27%) Computer Science
10 6 (27.27%) Visualisation

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 22 (100.00%) Apache Spark
2 8 (36.36%) Apache Pig
3 3 (13.64%) Elasticsearch
4 1 (4.55%) Apache Solr
Cloud Services
1 5 (22.73%) Amazon AWS
2 4 (18.18%) Amazon EMR
Database & Business Intelligence
1 22 (100.00%) Big Data
1 22 (100.00%) Hadoop
2 14 (63.64%) Apache Hive
2 14 (63.64%) HBase
2 14 (63.64%) NoSQL
3 11 (50.00%) Sqoop
4 10 (45.45%) Impala
5 5 (22.73%) Relational Database
6 4 (18.18%) Data Warehouse
6 4 (18.18%) MySQL
6 4 (18.18%) Power BI
6 4 (18.18%) QlikView
6 4 (18.18%) SQL Server
6 4 (18.18%) SQL Server Analysis Services
6 4 (18.18%) SQL Server Integration Services
6 4 (18.18%) Star Schema
7 3 (13.64%) Apache Cassandra
8 2 (9.09%) Parquet
9 1 (4.55%) Cloudera CDH
9 1 (4.55%) Flink
Development Applications
1 9 (40.91%) Jenkins
2 8 (36.36%) Maven
3 6 (27.27%) Sonatype Nexus
4 2 (9.09%) JIRA
General
1 9 (40.91%) Banking
2 3 (13.64%) Finance
Job Titles
1 12 (54.55%) Big Data Engineer
2 11 (50.00%) Hadoop Engineer
3 10 (45.45%) Data Engineer
4 6 (27.27%) Developer
5 5 (22.73%) NoSQL Engineer
6 4 (18.18%) Business Developer
6 4 (18.18%) Business Intelligence Developer
6 4 (18.18%) Java Engineer
7 3 (13.64%) Cloud Engineer
8 2 (9.09%) Big Data Developer
8 2 (9.09%) Cybersecurity Engineer
8 2 (9.09%) DevOps Engineer
8 2 (9.09%) Graduate
8 2 (9.09%) Graduate Software Engineer
8 2 (9.09%) Security Engineer
8 2 (9.09%) Software Engineer
9 1 (4.55%) Analyst
9 1 (4.55%) Architect
9 1 (4.55%) Data Architect
9 1 (4.55%) Junior
Libraries, Frameworks & Software Standards
1 14 (63.64%) Kafka
2 4 (18.18%) XML
3 2 (9.09%) Apache Avro
4 1 (4.55%) RabbitMQ
Miscellaneous
1 7 (31.82%) Analytical Skills
2 6 (27.27%) Computer Science
3 3 (13.64%) Greenfield Project
4 1 (4.55%) Fintech
Operating Systems
1 3 (13.64%) Linux
2 2 (9.09%) Unix
2 2 (9.09%) Windows
Processes & Methodologies
1 16 (72.73%) Agile Software Development
2 13 (59.09%) ETL
3 8 (36.36%) MapReduce
4 7 (31.82%) Continuous Integration
4 7 (31.82%) Scrum
4 7 (31.82%) TDD
5 6 (27.27%) Analytics
5 6 (27.27%) Data Modelling
5 6 (27.27%) Visualisation
6 5 (22.73%) Performance Tuning
7 4 (18.18%) Big Data Analytics
7 4 (18.18%) Data Architecture
7 4 (18.18%) Data Governance
7 4 (18.18%) Data Management
7 4 (18.18%) Data Visualisation
7 4 (18.18%) Database Tuning
7 4 (18.18%) High Availability
7 4 (18.18%) Master Data Management
7 4 (18.18%) Mathematics
7 4 (18.18%) Predictive Analytics
Programming Languages
1 16 (72.73%) SQL
2 14 (63.64%) Java
2 14 (63.64%) Scala
3 7 (31.82%) Python
4 4 (18.18%) JavaScript
5 2 (9.09%) C
Qualifications
1 6 (27.27%) Degree
2 4 (18.18%) Computer Science Degree
3 2 (9.09%) DV Cleared
3 2 (9.09%) Security Cleared
Quality Assurance & Compliance
1 4 (18.18%) Data Quality
1 4 (18.18%) QA
System Software
1 9 (40.91%) HDFS
2 2 (9.09%) Virtual Machines
3 1 (4.55%) Apache ZooKeeper
Systems Management
1 8 (36.36%) Oozie
2 4 (18.18%) Nagios
3 2 (9.09%) Hadoop YARN
3 2 (9.09%) Kibana
3 2 (9.09%) Puppet
Vendors
1 16 (72.73%) Cloudera
2 4 (18.18%) Microsoft
2 4 (18.18%) Oracle
2 4 (18.18%) Tableau
3 2 (9.09%) Atlassian
4 1 (4.55%) Hortonworks
4 1 (4.55%) MapR