Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 1 July 2022 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
1 Jul 2022		 Same period 2021 Same period 2020
Rank 1145 954 813
Rank change year-on-year -191 -141 +136
Permanent jobs citing Apache Flume 117 22 37
As % of all permanent jobs advertised in the UK 0.065% 0.021% 0.047%
As % of the System Software category 0.37% 0.11% 0.27%
Number of salaries quoted 21 21 25
10th Percentile - - £45,000
25th Percentile £62,500 £47,500 £55,000
Median annual salary (50th Percentile) £70,000 £62,216 £72,500
Median % change year-on-year +12.51% -14.19% +3.57%
75th Percentile £88,000 £81,250 £78,750
90th Percentile £95,000 £90,263 £81,850
UK excluding London median annual salary £70,000 £62,216 £75,000
% change year-on-year +12.51% -17.05% +50.00%

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 31,806 19,796 13,873
As % of all permanent IT jobs advertised in the UK 17.71% 18.52% 17.58%
Number of salaries quoted 15,681 14,341 11,478
10th Percentile £28,019 £30,000 £28,000
25th Percentile £38,750 £40,000 £37,500
Median annual salary (50th Percentile) £55,000 £55,000 £52,500
Median % change year-on-year - +4.76% +5.00%
75th Percentile £79,375 £75,000 £72,500
90th Percentile £95,000 £91,250 £87,500
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +5.88%

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 1 July 2022.

Salary histogram for Apache Flume in the UK

Apache Flume
Top 9 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 1 July 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 -143 116 £70,000 +12.51% 3
London -141 108 £70,000 -5.08% 1
Work from Home -200 56 £72,500 -15.23% 1
UK excluding London -144 6 £70,000 +12.51% 2
South West -45 2 £70,000 +12.51% 1
Midlands -61 2 £78,500 +12.14%
Yorkshire - 2 - - 1
West Midlands - 2 £78,500 -
North of England - 2 - - 1

For the 6 months to 1 July 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.

1 117 (100.00%) Hadoop
2 113 (96.58%) Apache Spark
3 107 (91.45%) Kafka
4 106 (90.60%) GCP
5 103 (88.03%) Sqoop
6 101 (86.32%) Azure
7 99 (84.62%) Java
8 96 (82.05%) AWS
9 94 (80.34%) NoSQL
9 94 (80.34%) Scala
9 94 (80.34%) SQL
10 91 (77.78%) Apache Airflow
11 85 (72.65%) Cloudera
12 83 (70.94%) Oozie
13 82 (70.09%) Data Engineering
13 82 (70.09%) Amazon Athena
13 82 (70.09%) Agile
14 79 (67.52%) Big Data
15 72 (61.54%) Apache Hive
16 70 (59.83%) ETL
17 62 (52.99%) DevOps
18 57 (48.72%) Jenkins
18 57 (48.72%) Data Architecture
19 56 (47.86%) Data Warehouse
20 55 (47.01%) Data Modelling
21 54 (46.15%) HBase
21 54 (46.15%) Databricks
22 53 (45.30%) Data Lake
22 53 (45.30%) SDLC
23 52 (44.44%) Analytics

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
1 113 (96.58%) Apache Spark
2 91 (77.78%) Apache Airflow
3 41 (35.04%) Apache Pulsar
4 17 (14.53%) Apache Pig
5 7 (5.98%) Apache
6 1 (0.85%) SAS
Applications
1 1 (0.85%) Gephi
Cloud Services
1 106 (90.60%) GCP
2 101 (86.32%) Azure
3 96 (82.05%) AWS
4 51 (43.59%) Snowflake
5 46 (39.32%) Amazon Kinesis
6 41 (35.04%) Amazon S3
6 41 (35.04%) Google Kubernetes Engine
7 14 (11.97%) GitHub
8 10 (8.55%) Power Platform
9 9 (7.69%) AWS Step Functions
9 9 (7.69%) Azure Data Factory
9 9 (7.69%) Cloud Composer
10 8 (6.84%) Azure Synapse Analytics
11 7 (5.98%) Azure DevOps
12 2 (1.71%) SaaS
13 1 (0.85%) Google Data Studio
13 1 (0.85%) Matillion
13 1 (0.85%) PaaS
Communications & Networking
1 3 (2.56%) FCAPS
1 3 (2.56%) Firewall
1 3 (2.56%) Kerberos
Database & Business Intelligence
1 117 (100.00%) Hadoop
2 103 (88.03%) Sqoop
3 94 (80.34%) NoSQL
4 82 (70.09%) Amazon Athena
5 79 (67.52%) Big Data
6 72 (61.54%) Apache Hive
7 56 (47.86%) Data Warehouse
8 54 (46.15%) HBase
9 53 (45.30%) Data Lake
10 50 (42.74%) Amazon Redshift
11 47 (40.17%) Apache Cassandra
11 47 (40.17%) MongoDB
12 45 (38.46%) Flink
12 45 (38.46%) Impala
13 42 (35.90%) BigQuery
13 42 (35.90%) Bigtable
14 41 (35.04%) DynamoDB
14 41 (35.04%) Presto
15 12 (10.26%) SQL Server
16 10 (8.55%) Tableau
Development Applications
1 57 (48.72%) Jenkins
2 41 (35.04%) CircleCI
2 41 (35.04%) Git (software)
3 12 (10.26%) ERwin
4 11 (9.40%) Cucumber
4 11 (9.40%) IBM UrbanCode
5 9 (7.69%) ER Studio
5 9 (7.69%) PowerDesigner
6 8 (6.84%) JIRA
7 2 (1.71%) Atlassian Bamboo
General
1 50 (42.74%) Banking
2 49 (41.88%) Finance
3 44 (37.61%) Inclusion and Diversity
4 39 (33.33%) Games
5 18 (15.38%) Analytical Skills
6 16 (13.68%) Social Skills
7 9 (7.69%) Retail
8 4 (3.42%) Advertising
9 3 (2.56%) Legal
9 3 (2.56%) Wholesale Banking
10 2 (1.71%) Marketing
Job Titles
1 62 (52.99%) Data Engineer
2 38 (32.48%) Engineering Manager
3 22 (18.80%) Big Data Manager
4 18 (15.38%) Senior Data Engineer
5 14 (11.97%) Data Manager
6 11 (9.40%) Senior Manager
7 10 (8.55%) Big Data Engineer
8 6 (5.13%) Architect
8 6 (5.13%) Data Architect
8 6 (5.13%) Hadoop Engineer
9 5 (4.27%) Big Data Software Engineer
9 5 (4.27%) Software Engineer
10 4 (3.42%) Platform Engineer
11 3 (2.56%) Data Modeller
11 3 (2.56%) Lead Architect
11 3 (2.56%) Lead Data Architect
12 2 (1.71%) Azure Architect
12 2 (1.71%) Python Engineer
13 1 (0.85%) Big Data Specialist
13 1 (0.85%) Senior Platform Engineer
Libraries, Frameworks & Software Standards
1 107 (91.45%) Kafka
2 50 (42.74%) PySpark
3 48 (41.03%) Apache NiFi
4 45 (38.46%) Spark Streaming
5 41 (35.04%) OAuth
6 11 (9.40%) Apache Beam
7 4 (3.42%) H2O
7 4 (3.42%) RabbitMQ
7 4 (3.42%) Web Services
8 3 (2.56%) Anaconda
8 3 (2.56%) DAO
9 2 (1.71%) RESTful
10 1 (0.85%) D3.js
10 1 (0.85%) Hibernate
10 1 (0.85%) Lucene
10 1 (0.85%) Node.js
Miscellaneous
1 43 (36.75%) Algorithms
2 42 (35.90%) Blog
2 42 (35.90%) Data Structures
3 41 (35.04%) Greenfield Project
3 41 (35.04%) Hackathon
4 9 (7.69%) Derivative
5 8 (6.84%) User Experience
6 3 (2.56%) Blockchain
6 3 (2.56%) Reference Data
7 1 (0.85%) Management Information System
Operating Systems
1 6 (5.13%) Linux
Processes & Methodologies
1 82 (70.09%) Agile
1 82 (70.09%) Data Engineering
2 70 (59.83%) ETL
3 62 (52.99%) DevOps
4 57 (48.72%) Data Architecture
5 55 (47.01%) Data Modelling
6 53 (45.30%) SDLC
7 52 (44.44%) Analytics
7 52 (44.44%) Data Transformation
8 51 (43.59%) CI/CD
9 50 (42.74%) Data Pipeline
10 47 (40.17%) Test Automation
11 46 (39.32%) Data Ingestion
12 44 (37.61%) Performance Tuning
13 42 (35.90%) Data Science
13 42 (35.90%) Event-Driven
14 41 (35.04%) Asset Management
14 41 (35.04%) Continuous Delivery
14 41 (35.04%) Data Governance
14 41 (35.04%) Dimensional Modelling
Programming Languages
1 99 (84.62%) Java
2 94 (80.34%) Scala
2 94 (80.34%) SQL
3 51 (43.59%) Python
4 3 (2.56%) Bash
4 3 (2.56%) JavaScript
5 1 (0.85%) HQL
5 1 (0.85%) Pig Latin
5 1 (0.85%) Shell Script
Qualifications
1 10 (8.55%) Degree
1 10 (8.55%) Master's Degree
2 2 (1.71%) Security Cleared
3 1 (0.85%) Computer Science Degree
3 1 (0.85%) SC Cleared
Quality Assurance & Compliance
1 3 (2.56%) Data Quality
2 2 (1.71%) QA
2 2 (1.71%) SLA
System Software
1 5 (4.27%) HDFS
2 3 (2.56%) Docker
3 2 (1.71%) Apache ZooKeeper
Systems Management
1 83 (70.94%) Oozie
2 44 (37.61%) Kubernetes
3 41 (35.04%) Terraform
4 3 (2.56%) Ansible
5 1 (0.85%) Ambari
5 1 (0.85%) Hadoop YARN
Vendors
1 85 (72.65%) Cloudera
2 54 (46.15%) Databricks
3 14 (11.97%) Oracle
4 11 (9.40%) Microsoft
5 3 (2.56%) Reuters
5 3 (2.56%) Teradata
6 2 (1.71%) Google
6 2 (1.71%) Hortonworks
6 2 (1.71%) Informatica
7 1 (0.85%) Confluent
7 1 (0.85%) Salesforce.com