Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 19 August 2022 with a comparison to the same period in the previous 2 years.

Apache Flume
UK > Work from Home
6 months to
19 Aug 2022		 Same period 2021 Same period 2020
Rank 803 656 -
Rank change year-on-year -147 - -
Permanent jobs citing Apache Flume 56 7 0
As % of all permanent jobs with a WFH option 0.075% 0.017% -
As % of the System Software category 0.40% 0.089% -
Number of salaries quoted 18 6 0
10th Percentile £62,125 - -
25th Percentile £62,500 £80,788 -
Median annual salary (50th Percentile) £95,000 £85,525 -
Median % change year-on-year +11.08% - -
75th Percentile £109,689 £92,878 -
90th Percentile £121,729 £98,125 -
UK median annual salary £74,750 £70,000 £62,500
% change year-on-year +6.79% +12.00% -10.71%

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 WFH option and a requirement for system software skills.

All System Software Skills
Work from Home
Permanent vacancies with a requirement for system software skills 14,005 7,878 1,756
As % of all permanent jobs with a WFH option 18.79% 18.98% 19.98%
Number of salaries quoted 7,731 6,099 1,572
10th Percentile £32,500 £32,500 £33,750
25th Percentile £45,000 £42,500 £42,500
Median annual salary (50th Percentile) £60,000 £60,000 £57,750
Median % change year-on-year - +3.90% -7.60%
75th Percentile £82,500 £77,500 £75,000
90th Percentile £95,000 £92,500 £87,500
UK median annual salary £55,000 £55,000 £54,500
% change year-on-year - +0.92% +9.00%

Apache Flume
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Apache Flume as a proportion of all IT jobs advertised.

Apache Flume trend for jobs with a WFH option

Apache Flume
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Apache Flume.

Apache Flume salary trend for jobs with a WFH option

Apache Flume
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Apache Flume over the 6 months to 19 August 2022.

Apache Flume salary histogram for jobs with a WFH option

For the 6 months to 19 August 2022, Apache Flume job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Apache Flume.

1 56 (100.00%) Hadoop
2 55 (98.21%) Azure
3 52 (92.86%) Apache Hive
3 52 (92.86%) Apache Spark
4 51 (91.07%) AWS
4 51 (91.07%) ETL
5 48 (85.71%) GCP
6 47 (83.93%) Agile
7 45 (80.36%) Banking
7 45 (80.36%) Finance
7 45 (80.36%) Java
7 45 (80.36%) NoSQL
7 45 (80.36%) Kafka
7 45 (80.36%) Databricks
8 43 (76.79%) Sqoop
9 42 (75.00%) Data Warehouse
9 42 (75.00%) Data Lake
9 42 (75.00%) Snowflake
10 41 (73.21%) Data Pipeline
10 41 (73.21%) Apache Airflow
10 41 (73.21%) CI/CD
10 41 (73.21%) PySpark
10 41 (73.21%) SQL
10 41 (73.21%) Scala
10 41 (73.21%) SDLC
10 41 (73.21%) Data Transformation
10 41 (73.21%) Amazon Redshift
11 40 (71.43%) Data Engineering
11 40 (71.43%) Amazon Kinesis
11 40 (71.43%) Jenkins

Apache Flume
Co-occurring IT Skills with a WFH Option 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 52 (92.86%) Apache Spark
2 41 (73.21%) Apache Airflow
3 11 (19.64%) Apache Pig
4 7 (12.50%) Apache
5 1 (1.79%) SAS
Applications
1 1 (1.79%) Gephi
Cloud Services
1 55 (98.21%) Azure
2 51 (91.07%) AWS
3 48 (85.71%) GCP
4 42 (75.00%) Snowflake
5 40 (71.43%) Amazon Kinesis
6 35 (62.50%) Amazon S3
7 7 (12.50%) Power Platform
8 6 (10.71%) AWS Step Functions
8 6 (10.71%) Azure Data Factory
8 6 (10.71%) Azure DevOps
8 6 (10.71%) Azure Synapse Analytics
8 6 (10.71%) Cloud Composer
9 5 (8.93%) GitHub
10 1 (1.79%) SaaS
Communications & Networking
1 4 (7.14%) FCAPS
1 4 (7.14%) Firewall
1 4 (7.14%) Kerberos
Database & Business Intelligence
1 56 (100.00%) Hadoop
2 52 (92.86%) Apache Hive
3 45 (80.36%) NoSQL
4 43 (76.79%) Sqoop
5 42 (75.00%) Data Lake
5 42 (75.00%) Data Warehouse
6 41 (73.21%) Amazon Redshift
7 35 (62.50%) Amazon Athena
7 35 (62.50%) BigQuery
8 24 (42.86%) Big Data
9 8 (14.29%) HBase
10 7 (12.50%) Power BI
10 7 (12.50%) Tableau
11 6 (10.71%) HDInsight
11 6 (10.71%) Looker
11 6 (10.71%) OLTP
11 6 (10.71%) Spark SQL
11 6 (10.71%) SQL Server
11 6 (10.71%) SQL Server Integration Services
11 6 (10.71%) SQL Server Reporting Services
Development Applications
1 40 (71.43%) Jenkins
2 35 (62.50%) CircleCI
2 35 (62.50%) Git (software)
3 6 (10.71%) ER Studio
3 6 (10.71%) ERwin
3 6 (10.71%) JIRA
3 6 (10.71%) PowerDesigner
4 1 (1.79%) Cucumber
4 1 (1.79%) IBM UrbanCode
General
1 45 (80.36%) Banking
1 45 (80.36%) Finance
2 35 (62.50%) Inclusion and Diversity
3 11 (19.64%) Analytical Skills
4 10 (17.86%) Social Skills
5 8 (14.29%) Retail
6 2 (3.57%) Advertising
Job Titles
1 45 (80.36%) Data Engineer
2 14 (25.00%) Senior Data Engineer
3 5 (8.93%) Big Data Engineer
4 4 (7.14%) Platform Engineer
5 1 (1.79%) Architect
5 1 (1.79%) Big Data Software Engineer
5 1 (1.79%) Data Architect
5 1 (1.79%) Senior Architect
5 1 (1.79%) Senior Data Architect
5 1 (1.79%) Software Engineer
Libraries, Frameworks & Software Standards
1 45 (80.36%) Kafka
2 41 (73.21%) PySpark
3 39 (69.64%) Spark Streaming
4 35 (62.50%) OAuth
5 6 (10.71%) Apache Beam
6 4 (7.14%) Anaconda
6 4 (7.14%) Apache NiFi
6 4 (7.14%) H2O
6 4 (7.14%) RabbitMQ
7 1 (1.79%) D3.js
7 1 (1.79%) Lucene
Miscellaneous
1 36 (64.29%) Algorithms
2 35 (62.50%) Data Structures
2 35 (62.50%) Greenfield Project
3 6 (10.71%) Derivative
3 6 (10.71%) User Experience
4 1 (1.79%) Blog
4 1 (1.79%) Management Information System
Operating Systems
1 4 (7.14%) Linux
Processes & Methodologies
1 51 (91.07%) ETL
2 47 (83.93%) Agile
3 41 (73.21%) CI/CD
3 41 (73.21%) Data Pipeline
3 41 (73.21%) Data Transformation
3 41 (73.21%) SDLC
4 40 (71.43%) Data Engineering
5 36 (64.29%) Event-Driven
6 35 (62.50%) Asset Management
6 35 (62.50%) Containerisation
6 35 (62.50%) Continuous Delivery
7 16 (28.57%) DevOps
8 8 (14.29%) Critical Thinking
8 8 (14.29%) Problem-Solving
9 7 (12.50%) Data Analysis
9 7 (12.50%) Data Architecture
9 7 (12.50%) Data Integration
9 7 (12.50%) Visualisation
10 6 (10.71%) Software Engineering
10 6 (10.71%) Test Automation
Programming Languages
1 45 (80.36%) Java
2 41 (73.21%) Scala
2 41 (73.21%) SQL
3 12 (21.43%) Python
4 4 (7.14%) Bash
Qualifications
1 6 (10.71%) Degree
1 6 (10.71%) Master's Degree
2 5 (8.93%) AWS Certification
3 4 (7.14%) Azure Certification
3 4 (7.14%) Security Cleared
4 2 (3.57%) SC Cleared
Quality Assurance & Compliance
1 2 (3.57%) SLA
2 1 (1.79%) Data Quality
System Software
1 4 (7.14%) Docker
1 4 (7.14%) HDFS
Systems Management
1 35 (62.50%) Oozie
1 35 (62.50%) Terraform
2 4 (7.14%) Ansible
2 4 (7.14%) Kubernetes
Vendors
1 45 (80.36%) Databricks
2 39 (69.64%) Cloudera
3 6 (10.71%) Microsoft
3 6 (10.71%) Oracle
4 5 (8.93%) Google
5 1 (1.79%) Confluent
5 1 (1.79%) Salesforce.com