Period
to 17 October 2019

The following table provides summary statistics for permanent job vacancies advertised in the North of England 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 17 October 2019 with a comparison to the same period in the previous 2 years.

Apache Flume
England > North of England
6 months to
17 Oct 2019
Same period 2018 Same period 2017
Rank 438 - 493
Rank change year-on-year - +493 -10
Permanent jobs citing Apache Flume 7 0 5
As % of all permanent IT jobs advertised in the North of England 0.038% - 0.021%
As % of the System Software category 0.23% - 0.16%
Number of salaries quoted 6 0 1
North of England median annual salary £55,007 - £45,000
10th Percentile £46,586 - £37,500
90th Percentile £63,354 - £52,500
England median annual salary £50,000 £80,000 £66,250
% change year-on-year -37.50% +20.75% +10.42%

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 North of England with a requirement for system software skills.

All System Software Skills
North of England
Permanent vacancies with a requirement for system software skills 3,063 3,242 3,060
As % of all permanent IT jobs advertised in the North of England 16.78% 15.11% 13.04%
Number of salaries quoted 2,581 2,707 2,564
North of England median annual salary £40,000 £41,595 £37,500
Median salary % change year-on-year -3.83% +10.92% +5.63%
10th Percentile £21,500 £21,000 £20,500
90th Percentile £62,500 £63,750 £58,750
England median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +5.88%

Apache Flume
Job Vacancy Trend in the North of England

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

Job vacancy trend for Apache Flume in the North of England

Apache Flume
Salary Trend in the North of England

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

Salary trend for Apache Flume in the North of England

Apache Flume
Salary Histogram in the North of England

The salary distribution of IT jobs citing Apache Flume in the North of England over the 6 months to 17 October 2019.

Salary histogram for Apache Flume in the North of England

Apache Flume
Job Locations in the North of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Flume within the North of England region over the 6 months to 17 October 2019. 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
Yorkshire - 7 £55,007 -
Apache Flume
England

For the 6 months to 17 October 2019, 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 North of England region with a requirement for Apache Flume.

1 7 (100.00%) Python
1 7 (100.00%) Agile Software Development
1 7 (100.00%) Git (software)
1 7 (100.00%) Hadoop
1 7 (100.00%) Apache Hive
1 7 (100.00%) Big Data
1 7 (100.00%) Analytics
1 7 (100.00%) GitHub
1 7 (100.00%) HDFS
1 7 (100.00%) Apache Spark
2 6 (85.71%) GitLab
2 6 (85.71%) Mentoring
2 6 (85.71%) Coaching
2 6 (85.71%) Data Engineering
2 6 (85.71%) Oozie
2 6 (85.71%) Sqoop
2 6 (85.71%) Cloudera
2 6 (85.71%) Kafka
2 6 (85.71%) Machine Learning
2 6 (85.71%) MongoDB
2 6 (85.71%) Apache Cassandra
2 6 (85.71%) NoSQL
2 6 (85.71%) Waterfall
2 6 (85.71%) Scala
2 6 (85.71%) Project Management
2 6 (85.71%) ETL
2 6 (85.71%) Java
2 6 (85.71%) SQL
2 6 (85.71%) Unix
3 5 (71.43%) Oracle

Apache Flume
Co-occurring IT Skills in the North of England 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 7 (100.00%) Apache Spark
2 1 (14.29%) Confluence
2 1 (14.29%) Jupyter
2 1 (14.29%) OpenStack
2 1 (14.29%) WebLogic Portal
Cloud Services
1 7 (100.00%) GitHub
Database & Business Intelligence
1 7 (100.00%) Apache Hive
1 7 (100.00%) Big Data
1 7 (100.00%) Hadoop
2 6 (85.71%) Apache Cassandra
2 6 (85.71%) MongoDB
2 6 (85.71%) NoSQL
2 6 (85.71%) Sqoop
3 4 (57.14%) HBase
Development Applications
1 7 (100.00%) Git (software)
2 6 (85.71%) GitLab
3 1 (14.29%) Gradle
3 1 (14.29%) Jenkins
3 1 (14.29%) JIRA
3 1 (14.29%) Sonatype Nexus
General
1 1 (14.29%) Banking
1 1 (14.29%) Finance
Job Titles
1 6 (85.71%) Big Data Engineer
1 6 (85.71%) Data Engineer
2 3 (42.86%) Senior Data Engineer
3 1 (14.29%) Developer
3 1 (14.29%) Python Developer
Libraries, Frameworks & Software Standards
1 6 (85.71%) Kafka
2 1 (14.29%) NumPy
2 1 (14.29%) Pandas
2 1 (14.29%) PySpark
2 1 (14.29%) scikit-learn
Operating Systems
1 6 (85.71%) Unix
2 1 (14.29%) Linux
Processes & Methodologies
1 7 (100.00%) Agile Software Development
1 7 (100.00%) Analytics
2 6 (85.71%) Coaching
2 6 (85.71%) Data Engineering
2 6 (85.71%) ETL
2 6 (85.71%) Machine Learning
2 6 (85.71%) Mentoring
2 6 (85.71%) Project Management
2 6 (85.71%) Waterfall
3 5 (71.43%) Technical Leadership
4 3 (42.86%) Actionable Insight
4 3 (42.86%) Continuous Improvement
4 3 (42.86%) Data Development
4 3 (42.86%) Data-Driven Decision Making
4 3 (42.86%) Decision-Making
4 3 (42.86%) Visualisation
5 2 (28.57%) Collaborative Working
5 2 (28.57%) Customer Requirements
5 2 (28.57%) Data Reconciliation
5 2 (28.57%) Data Transformation
Programming Languages
1 7 (100.00%) Python
2 6 (85.71%) Java
2 6 (85.71%) Scala
2 6 (85.71%) SQL
3 1 (14.29%) Bash Shell
3 1 (14.29%) R
Quality Assurance & Compliance
1 2 (28.57%) QA
System Software
1 7 (100.00%) HDFS
Systems Management
1 6 (85.71%) Oozie
2 1 (14.29%) Ansible
Vendors
1 6 (85.71%) Cloudera
2 5 (71.43%) Oracle
3 1 (14.29%) BEA
3 1 (14.29%) Hortonworks