Period
to 28 September 2020

The following table provides summary statistics for permanent job vacancies 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 28 September 2020 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
28 Sep 2020
Same period 2019 Same period 2018
Rank 675 957 997
Rank change year-on-year +282 +40 +65
Permanent jobs citing Apache Flume 11 123 188
As % of all permanent jobs advertised in the UK 0.023% 0.088% 0.11%
As % of the System Software category 0.12% 0.51% 0.76%
Number of salaries quoted 8 108 119
Median annual salary £68,750 £52,500 £82,500
Median salary % change year-on-year +30.95% -36.36% +26.92%
10th Percentile £43,875 £46,250 £53,350
90th Percentile £91,100 £87,200 £107,000
UK excluding London median annual salary £50,000 £50,000 £72,500
% change year-on-year - -31.03% +11.54%

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 with a requirement for system software skills.

All System Software Skills
UK
Permanent vacancies with a requirement for system software skills 8,932 24,160 24,604
As % of all permanent IT jobs advertised in the UK 18.60% 17.33% 14.78%
Number of salaries quoted 7,515 19,814 20,129
Median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +11.11%
10th Percentile £31,250 £25,500 £24,750
90th Percentile £87,500 £85,000 £81,250
UK excluding London median annual salary £47,000 £42,500 £42,500
% change year-on-year +10.59% - +9.68%

Apache Flume
Job Vacancy Trend

Job postings citing Apache Flume as a proportion of all IT jobs advertised.

Job vacancy trend for Apache Flume in the UK

Apache Flume
Salary Trend

3-month moving average salary quoted in jobs citing Apache Flume.

Salary trend for Apache Flume in the UK

Apache Flume
Salary Histogram

Salary distribution for jobs citing Apache Flume over the 6 months to 28 September 2020.

Salary histogram for Apache Flume in the UK

Apache Flume
Top 5 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Flume within the UK over the 6 months to 28 September 2020. 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
England +282 10 £70,000 +33.33% 1
London +224 8 £71,250 -5.00%
UK excluding London +261 2 £50,000 - 1
Midlands +151 2 £50,000 -37.50%
West Midlands - 2 £50,000 -

For the 6 months to 28 September 2020, 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 with a requirement for Apache Flume.

1 10 (90.91%) Analytics
2 9 (81.82%) Python
2 9 (81.82%) Apache Spark
3 8 (72.73%) ETL
3 8 (72.73%) Kafka
3 8 (72.73%) Hadoop
3 8 (72.73%) Apache Hive
4 7 (63.64%) AWS
4 7 (63.64%) Big Data
4 7 (63.64%) SQL
4 7 (63.64%) Data Engineering
5 6 (54.55%) Amazon Redshift
5 6 (54.55%) NoSQL
6 5 (45.45%) Cloudera
6 5 (45.45%) Data Analytics
6 5 (45.45%) Sqoop
6 5 (45.45%) Scala
6 5 (45.45%) Agile Software Development
6 5 (45.45%) Amazon Athena
6 5 (45.45%) Data Science
7 4 (36.36%) Requirements Gathering
7 4 (36.36%) PySpark
7 4 (36.36%) Apache Cassandra
7 4 (36.36%) Relational Database
7 4 (36.36%) Impala
7 4 (36.36%) Java
7 4 (36.36%) Data Warehouse
7 4 (36.36%) RDBMS
7 4 (36.36%) Amazon S3
8 3 (27.27%) Visualisation

Apache Flume
Co-occurring IT Skills 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 (81.82%) Apache Spark
2 1 (9.09%) Apache Airflow
2 1 (9.09%) Luigi
Cloud Services
1 7 (63.64%) AWS
2 4 (36.36%) Amazon S3
3 3 (27.27%) Amazon SQS
4 2 (18.18%) Azure
4 2 (18.18%) GCP
4 2 (18.18%) Serverless
5 1 (9.09%) Amazon ElastiCache
5 1 (9.09%) Amazon EMR
5 1 (9.09%) Amazon Kinesis
5 1 (9.09%) Amazon SageMaker
5 1 (9.09%) AWS CloudFormation
5 1 (9.09%) AWS Lambda
5 1 (9.09%) Power Platform
Communications & Networking
1 2 (18.18%) SSL
Database & Business Intelligence
1 8 (72.73%) Apache Hive
1 8 (72.73%) Hadoop
2 7 (63.64%) Big Data
3 6 (54.55%) Amazon Redshift
3 6 (54.55%) NoSQL
4 5 (45.45%) Amazon Athena
4 5 (45.45%) Sqoop
5 4 (36.36%) Apache Cassandra
5 4 (36.36%) Data Warehouse
5 4 (36.36%) Impala
5 4 (36.36%) RDBMS
5 4 (36.36%) Relational Database
6 2 (18.18%) HBase
6 2 (18.18%) Oracle Database
6 2 (18.18%) Pentaho
6 2 (18.18%) Redis
6 2 (18.18%) Snowflake Schema
6 2 (18.18%) SQL Server Integration Services
7 1 (9.09%) Amazon DynamoDB
7 1 (9.09%) Amazon RDS
Development Applications
1 2 (18.18%) Git (software)
1 2 (18.18%) JIRA
1 2 (18.18%) Maven
1 2 (18.18%) TeamCity
2 1 (9.09%) CircleCI
2 1 (9.09%) GoCD
2 1 (9.09%) Jenkins
General
1 3 (27.27%) Finance
2 2 (18.18%) Banking
2 2 (18.18%) Investment Banking
3 1 (9.09%) Marketing
Job Titles
1 8 (72.73%) Data Engineer
2 3 (27.27%) AWS Engineer
2 3 (27.27%) Developer
2 3 (27.27%) Python Engineer
2 3 (27.27%) Senior Data Engineer
3 2 (18.18%) Big Data Engineer
3 2 (18.18%) Big Data Software Engineer
3 2 (18.18%) ETL Developer
3 2 (18.18%) Software Engineer
4 1 (9.09%) Cloud Engineer
4 1 (9.09%) Data Analytics Engineer
4 1 (9.09%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 8 (72.73%) Kafka
2 4 (36.36%) PySpark
3 2 (18.18%) HTML
4 1 (9.09%) Apache NiFi
4 1 (9.09%) RESTful
4 1 (9.09%) Spark Streaming
Miscellaneous
1 1 (9.09%) Algorithms
1 1 (9.09%) Greenfield Project
Operating Systems
1 3 (27.27%) Linux
2 2 (18.18%) Unix
Processes & Methodologies
1 10 (90.91%) Analytics
2 8 (72.73%) ETL
3 7 (63.64%) Data Engineering
4 5 (45.45%) Agile Software Development
4 5 (45.45%) Data Analytics
4 5 (45.45%) Data Science
5 4 (36.36%) Requirements Gathering
6 3 (27.27%) Data Ingestion
6 3 (27.27%) Data-Driven Decision Making
6 3 (27.27%) Decision-Making
6 3 (27.27%) Digital Transformation Programme
6 3 (27.27%) ETL Development
6 3 (27.27%) Software Delivery
6 3 (27.27%) Visualisation
7 2 (18.18%) Artificial Intelligence
7 2 (18.18%) Data Modelling
7 2 (18.18%) Machine Learning
7 2 (18.18%) Process Improvement
7 2 (18.18%) Scrum
7 2 (18.18%) Software Engineering
Programming Languages
1 9 (81.82%) Python
2 7 (63.64%) SQL
3 5 (45.45%) Scala
4 4 (36.36%) Java
5 3 (27.27%) PL/SQL
6 2 (18.18%) HiveQL
6 2 (18.18%) Shell Script
7 1 (9.09%) C#
7 1 (9.09%) R
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
System Software
1 2 (18.18%) HDFS
2 1 (9.09%) Docker
Systems Management
1 3 (27.27%) Oozie
2 2 (18.18%) Kubernetes
3 1 (9.09%) Ansible
3 1 (9.09%) Opscode Chef
3 1 (9.09%) Puppet
3 1 (9.09%) Terraform
Vendors
1 5 (45.45%) Cloudera
2 3 (27.27%) Oracle
2 3 (27.27%) Splunk
3 2 (18.18%) Databricks
4 1 (9.09%) Informatica
4 1 (9.09%) MicroStrategy
4 1 (9.09%) SnapLogic
4 1 (9.09%) Tableau