Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 23 January 2022

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 23 January 2022 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
23 Jan 2022		 Same period 2021 Same period 2020
Rank 1042 757 974
Rank change year-on-year -285 +217 -13
Permanent jobs citing Apache Flume 29 8 67
As % of all permanent jobs advertised in the UK 0.023% 0.013% 0.053%
As % of the System Software category 0.13% 0.069% 0.31%
Number of salaries quoted 8 8 56
10th Percentile £57,950 £64,875 £42,500
25th Percentile £64,625 £68,438 £50,000
Median annual salary (50th Percentile) £73,450 £73,750 £72,250
Median % change year-on-year -0.41% +2.08% -6.77%
75th Percentile £83,475 £81,563 £77,500
90th Percentile £94,500 £95,475 £80,000
UK excluding London median annual salary - - £75,000
% change year-on-year - - +52.02%

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 22,846 11,601 21,482
As % of all permanent IT jobs advertised in the UK 17.84% 18.33% 17.07%
Number of salaries quoted 15,336 9,798 17,754
10th Percentile £28,000 £29,750 £25,500
25th Percentile £38,500 £38,750 £32,500
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% -
75th Percentile £78,750 £72,500 £70,000
90th Percentile £95,000 £87,500 £85,000
UK excluding London median annual salary £47,500 £47,500 £42,500
% change year-on-year - +11.76% -

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 23 January 2022.

Salary histogram for Apache Flume in the UK

Apache Flume
Top 6 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 23 January 2022. 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
Jobs
England -246 29 £73,450 -0.41% 8
London -189 24 £83,750 +13.56% 2
Yorkshire - 1 - - 1
Work from Home - 1 £80,000 -
UK excluding London - 1 - - 6
North of England - 1 - - 1

For the 6 months to 23 January 2022, 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 27 (93.10%) Hadoop
2 25 (86.21%) Kafka
3 24 (82.76%) Big Data
3 24 (82.76%) Java
3 24 (82.76%) Apache Spark
4 21 (72.41%) GCP
4 21 (72.41%) HBase
5 20 (68.97%) Azure
5 20 (68.97%) Scala
6 18 (62.07%) SQL
7 17 (58.62%) Python
7 17 (58.62%) AWS
7 17 (58.62%) NoSQL
7 17 (58.62%) Data Ingestion
8 16 (55.17%) Apache Airflow
8 16 (55.17%) Cloudera
8 16 (55.17%) Analytics
8 16 (55.17%) Oozie
8 16 (55.17%) Agile Software Development
9 15 (51.72%) Data Modelling
9 15 (51.72%) Data Architecture
9 15 (51.72%) Sqoop
9 15 (51.72%) Data Engineering
9 15 (51.72%) Apache NiFi
10 14 (48.28%) Amazon Athena
10 14 (48.28%) Kubernetes
10 14 (48.28%) Apache Hive
11 13 (44.83%) Data Governance
11 13 (44.83%) Flink
11 13 (44.83%) DevOps

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 24 (82.76%) Apache Spark
2 16 (55.17%) Apache Airflow
3 10 (34.48%) Apache Pulsar
4 6 (20.69%) Apache
5 5 (17.24%) Apache Pig
6 4 (13.79%) Elasticsearch
Cloud Services
1 21 (72.41%) GCP
2 20 (68.97%) Azure
3 17 (58.62%) AWS
4 4 (13.79%) Amazon Kinesis
4 4 (13.79%) Amazon S3
4 4 (13.79%) Snowflake
5 2 (6.90%) GitHub
5 2 (6.90%) IBM Cloud
6 1 (3.45%) Cloud Functions
6 1 (3.45%) Power Platform
Communications & Networking
1 2 (6.90%) FCAPS
1 2 (6.90%) Firewall
1 2 (6.90%) Kerberos
2 1 (3.45%) HTTP
2 1 (3.45%) SNMP
2 1 (3.45%) TCP/IP
Database & Business Intelligence
1 27 (93.10%) Hadoop
2 24 (82.76%) Big Data
3 21 (72.41%) HBase
4 17 (58.62%) NoSQL
5 15 (51.72%) Sqoop
6 14 (48.28%) Amazon Athena
6 14 (48.28%) Apache Hive
7 13 (44.83%) Flink
8 12 (41.38%) Apache Cassandra
8 12 (41.38%) Bigtable
8 12 (41.38%) MongoDB
9 10 (34.48%) Amazon DynamoDB
9 10 (34.48%) Data Warehouse
9 10 (34.48%) Impala
9 10 (34.48%) Presto
10 9 (31.03%) Data Lake
11 6 (20.69%) BigQuery
12 4 (13.79%) Amazon Redshift
13 3 (10.34%) Metadata
14 2 (6.90%) Enterprise Data Warehouse
Development Applications
1 7 (24.14%) Jenkins
2 4 (13.79%) CircleCI
2 4 (13.79%) Git (software)
3 1 (3.45%) Atlassian Bamboo
3 1 (3.45%) ERwin
3 1 (3.45%) JUnit
General
1 7 (24.14%) Games
2 6 (20.69%) Analytical Skills
2 6 (20.69%) Social Skills
3 5 (17.24%) Banking
3 5 (17.24%) Finance
3 5 (17.24%) Inclusion and Diversity
4 4 (13.79%) Retail
5 3 (10.34%) Law
6 1 (3.45%) Legal
6 1 (3.45%) Marketing
6 1 (3.45%) Presentation Skills
6 1 (3.45%) Wholesale Banking
Job Titles
1 8 (27.59%) Data Engineer
2 7 (24.14%) Engineering Manager
3 5 (17.24%) Architect
3 5 (17.24%) Data Architect
3 5 (17.24%) Data Manager
4 4 (13.79%) Developer
4 4 (13.79%) Platform Engineer
5 3 (10.34%) Big Data Developer
5 3 (10.34%) Senior Data Engineer
6 2 (6.90%) Java Developer
6 2 (6.90%) Senior Manager
6 2 (6.90%) Senior Platform Engineer
7 1 (3.45%) Applications Consultant
7 1 (3.45%) Applications Support
7 1 (3.45%) Consultant
7 1 (3.45%) Data Modeller
7 1 (3.45%) Java Consultant
7 1 (3.45%) Junior
7 1 (3.45%) Mid-Level Java Developer
7 1 (3.45%) Support Consultant
Libraries, Frameworks & Software Standards
1 25 (86.21%) Kafka
2 15 (51.72%) Apache NiFi
3 4 (13.79%) OAuth
3 4 (13.79%) PySpark
3 4 (13.79%) Spark Streaming
4 3 (10.34%) Web Services
5 2 (6.90%) Anaconda
5 2 (6.90%) Apache Beam
5 2 (6.90%) Apache Flex
5 2 (6.90%) Hibernate
5 2 (6.90%) J2EE
5 2 (6.90%) Node.js
5 2 (6.90%) XML
6 1 (3.45%) .NET
6 1 (3.45%) DAO
6 1 (3.45%) REST
6 1 (3.45%) RESTful
Miscellaneous
1 11 (37.93%) Blog
2 4 (13.79%) Algorithms
2 4 (13.79%) Data Structures
2 4 (13.79%) Greenfield Project
3 1 (3.45%) Enterprise Software
3 1 (3.45%) Reference Data
Operating Systems
1 7 (24.14%) Linux
2 2 (6.90%) Unix
Processes & Methodologies
1 17 (58.62%) Data Ingestion
2 16 (55.17%) Agile Software Development
2 16 (55.17%) Analytics
3 15 (51.72%) Data Architecture
3 15 (51.72%) Data Engineering
3 15 (51.72%) Data Modelling
4 13 (44.83%) Data Governance
4 13 (44.83%) DevOps
5 12 (41.38%) Performance Tuning
6 10 (34.48%) Dimensional Modelling
6 10 (34.48%) Problem-Solving
6 10 (34.48%) Test Automation
7 9 (31.03%) ETL
8 7 (24.14%) Creative Thinking
9 6 (20.69%) Data Pipeline
9 6 (20.69%) Data Science
10 5 (17.24%) Business Intelligence
10 5 (17.24%) CI/CD
10 5 (17.24%) Data Transformation
10 5 (17.24%) SDLC
Programming Languages
1 24 (82.76%) Java
2 20 (68.97%) Scala
3 18 (62.07%) SQL
4 17 (58.62%) Python
5 4 (13.79%) Shell Script
6 3 (10.34%) JavaScript
7 2 (6.90%) Bash
7 2 (6.90%) HQL
7 2 (6.90%) Pig Latin
7 2 (6.90%) R
8 1 (3.45%) C#
8 1 (3.45%) Kotlin
Qualifications
1 2 (6.90%) Degree
2 1 (3.45%) Computer Science Degree
2 1 (3.45%) Master's Degree
2 1 (3.45%) TOGAF Certification
Quality Assurance & Compliance
1 2 (6.90%) Data Quality
1 2 (6.90%) SLA
2 1 (3.45%) QA
System Software
1 4 (13.79%) Docker
1 4 (13.79%) HDFS
2 1 (3.45%) Apache ZooKeeper
Systems Management
1 16 (55.17%) Oozie
2 14 (48.28%) Kubernetes
3 4 (13.79%) Terraform
4 3 (10.34%) Ansible
5 2 (6.90%) Ambari
5 2 (6.90%) Hadoop YARN
6 1 (3.45%) collectd
6 1 (3.45%) Fluentd
6 1 (3.45%) logstash
6 1 (3.45%) Opscode Chef
Vendors
1 16 (55.17%) Cloudera
2 5 (17.24%) Google
3 4 (13.79%) Databricks
4 3 (10.34%) IBM
4 3 (10.34%) Informatica
5 2 (6.90%) Cognos
5 2 (6.90%) Oracle
5 2 (6.90%) Talend
6 1 (3.45%) Ab Initio
6 1 (3.45%) Hortonworks
6 1 (3.45%) LogicMonitor
6 1 (3.45%) Microsoft
6 1 (3.45%) MicroStrategy
6 1 (3.45%) Reuters
6 1 (3.45%) SolarWinds
6 1 (3.45%) Teradata