Period
to 29 July 2021

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 29 July 2021 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
29 Jul 2021
Same period 2020 Same period 2019
Rank 972 770 961
Rank change year-on-year -202 +191 -13
Permanent jobs citing Apache Flume 23 22 155
As % of all permanent jobs advertised in the UK 0.020% 0.032% 0.11%
As % of the System Software category 0.11% 0.18% 0.63%
Number of salaries quoted 22 14 131
10th Percentile £41,200 " "
25th Percentile £47,500 £45,000 £50,000
Median annual salary (50th Percentile) £62,216 £63,750 £70,000
Median % change year-on-year -2.41% -8.93% -6.67%
75th Percentile £79,688 £79,000 £96,250
90th Percentile £90,263 £82,325 £106,250
UK excluding London median annual salary £62,216 £55,000 £50,000
% change year-on-year +13.12% +10.00% -31.03%

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 20,899 12,315 24,617
As % of all permanent IT jobs advertised in the UK 18.51% 17.85% 17.09%
Number of salaries quoted 14,851 10,252 20,482
10th Percentile £29,750 £29,000 £25,750
25th Percentile £39,750 £38,475 £33,000
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% +5.26%
75th Percentile £75,000 £72,500 £70,000
90th Percentile £92,500 £87,500 £86,250
UK excluding London median annual salary £47,500 £45,000 £42,500
% change year-on-year +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 29 July 2021.

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 29 July 2021. 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 -173 19 £62,216 -7.83% 5
UK excluding London -105 17 £62,216 +13.12% 3
South West -73 10 £62,216 +24.43%
London -135 6 £72,500 +3.57% 2
Work from Home -245 4 £85,525 +12.53%
Northern Ireland - 4 £47,000 -
East of England -37 2 £55,000 -27.63%
East Midlands -47 1 £70,000 +40.00%
Midlands -86 1 £70,000 +40.00%

For the 6 months to 29 July 2021, 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 22 (95.65%) Apache Spark
2 21 (91.30%) Apache Hive
2 21 (91.30%) Big Data
3 17 (73.91%) Hadoop
3 17 (73.91%) Python
4 16 (69.57%) Analytical Skills
5 15 (65.22%) DevOps
6 14 (60.87%) GCP
6 14 (60.87%) Java
6 14 (60.87%) Agile Software Development
7 13 (56.52%) ETL
7 13 (56.52%) Scala
8 12 (52.17%) Kafka
8 12 (52.17%) Software Engineering
9 10 (43.48%) Social Skills
9 10 (43.48%) Oozie
10 9 (39.13%) Banking
11 8 (34.78%) Retail
11 8 (34.78%) Scrum
11 8 (34.78%) Google
11 8 (34.78%) Retail Banking
11 8 (34.78%) JIRA
11 8 (34.78%) Data Transformation
11 8 (34.78%) Analytics
11 8 (34.78%) Waterfall
11 8 (34.78%) Visualisation
11 8 (34.78%) Apache Beam
12 7 (30.43%) Problem-Solving
12 7 (30.43%) AWS
12 7 (30.43%) MapReduce

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 22 (95.65%) Apache Spark
2 3 (13.04%) Apache Pig
3 2 (8.70%) Apache Airflow
4 1 (4.35%) Apache
Applications
1 6 (26.09%) Gephi
Cloud Services
1 14 (60.87%) GCP
2 7 (30.43%) AWS
3 4 (17.39%) Amazon Kinesis
3 4 (17.39%) Amazon Kinesis Data Analytics
4 3 (13.04%) Power Platform
5 2 (8.70%) AWS Step Functions
5 2 (8.70%) Azure
5 2 (8.70%) Azure Data Factory
5 2 (8.70%) Azure Synapse Analytics
5 2 (8.70%) Snowflake
Communications & Networking
1 6 (26.09%) DNS
1 6 (26.09%) Ethernet
1 6 (26.09%) Firewall
1 6 (26.09%) HTTP
1 6 (26.09%) Intrusion Detection
1 6 (26.09%) MPLS
1 6 (26.09%) SSL
1 6 (26.09%) VPN
Database & Business Intelligence
1 21 (91.30%) Apache Hive
1 21 (91.30%) Big Data
2 17 (73.91%) Hadoop
3 7 (30.43%) Impala
4 4 (17.39%) BigQuery
4 4 (17.39%) Sqoop
5 3 (13.04%) Data Warehouse
5 3 (13.04%) Power BI
5 3 (13.04%) Tableau
6 2 (8.70%) Amazon Redshift
6 2 (8.70%) Azure SQL Data Warehouse
6 2 (8.70%) Data Lake
6 2 (8.70%) Flink
6 2 (8.70%) HBase
6 2 (8.70%) HDInsight
6 2 (8.70%) OLTP
6 2 (8.70%) Spark SQL
6 2 (8.70%) SQL Server
6 2 (8.70%) SQL Server Integration Services
6 2 (8.70%) SQL Server Reporting Services
Development Applications
1 8 (34.78%) JIRA
2 6 (26.09%) Bitbucket
2 6 (26.09%) Bitbucket Server
2 6 (26.09%) Git (software)
2 6 (26.09%) git-flow
3 2 (8.70%) ER Studio
3 2 (8.70%) ERwin
3 2 (8.70%) PowerDesigner
General
1 16 (69.57%) Analytical Skills
2 10 (43.48%) Social Skills
3 9 (39.13%) Banking
4 8 (34.78%) Retail
4 8 (34.78%) Retail Banking
5 6 (26.09%) Legal
6 2 (8.70%) Advertising
7 1 (4.35%) Finance
7 1 (4.35%) Presentation Skills
Job Titles
1 14 (60.87%) Data Engineer
2 12 (52.17%) Big Data Engineer
3 6 (26.09%) Analyst
3 6 (26.09%) Data Analyst
3 6 (26.09%) Data Science Analyst
4 4 (17.39%) Big Data Software Engineer
4 4 (17.39%) Senior Data Engineer
4 4 (17.39%) Senior Software Engineer
4 4 (17.39%) Software Engineer
5 2 (8.70%) Architect
5 2 (8.70%) Data Architect
6 1 (4.35%) Cloud Architect
6 1 (4.35%) ETL Architect
6 1 (4.35%) Senior Architect
6 1 (4.35%) Senior Data Architect
6 1 (4.35%) Strategy Architect
Libraries, Frameworks & Software Standards
1 12 (52.17%) Kafka
2 8 (34.78%) Apache Beam
3 6 (26.09%) Elastic Stack
4 2 (8.70%) PySpark
5 1 (4.35%) Apache NiFi
5 1 (4.35%) GraphX
5 1 (4.35%) Oracle GoldenGate
5 1 (4.35%) Spark Streaming
Miscellaneous
1 6 (26.09%) Analytical Mindset
1 6 (26.09%) Cyber Kill Chain
2 2 (8.70%) Derivative
Operating Systems
1 7 (30.43%) Linux
2 1 (4.35%) Unix
Processes & Methodologies
1 15 (65.22%) DevOps
2 14 (60.87%) Agile Software Development
3 13 (56.52%) ETL
4 12 (52.17%) Software Engineering
5 8 (34.78%) Analytics
5 8 (34.78%) Data Transformation
5 8 (34.78%) Scrum
5 8 (34.78%) Visualisation
5 8 (34.78%) Waterfall
6 7 (30.43%) MapReduce
6 7 (30.43%) Problem-Solving
7 6 (26.09%) Cryptography
7 6 (26.09%) Cybersecurity
7 6 (26.09%) Data Science
7 6 (26.09%) Kanban
7 6 (26.09%) Machine Learning
7 6 (26.09%) Mathematics
7 6 (26.09%) OSINT
7 6 (26.09%) Penetration Testing
7 6 (26.09%) Reverse Engineering
Programming Languages
1 17 (73.91%) Python
2 14 (60.87%) Java
3 13 (56.52%) Scala
4 6 (26.09%) Bash Shell
4 6 (26.09%) C
4 6 (26.09%) Perl
4 6 (26.09%) R
5 5 (21.74%) SQL
6 4 (17.39%) HiveQL
7 1 (4.35%) Shell Script
Qualifications
1 6 (26.09%) CCNA
1 6 (26.09%) CEH
1 6 (26.09%) Cisco Certification
1 6 (26.09%) CISSP
1 6 (26.09%) CompTIA Security+
1 6 (26.09%) DV Cleared
1 6 (26.09%) GIAC
1 6 (26.09%) Linux+ Certification
1 6 (26.09%) MCSE
1 6 (26.09%) Microsoft Certification
1 6 (26.09%) Network+ Certification
1 6 (26.09%) SANS
1 6 (26.09%) Security Cleared
1 6 (26.09%) SSCP
System Software
1 1 (4.35%) Apache ZooKeeper
1 1 (4.35%) HDFS
Systems Management
1 10 (43.48%) Oozie
2 6 (26.09%) Kibana
Vendors
1 8 (34.78%) Google
2 6 (26.09%) BT
2 6 (26.09%) Splunk
3 3 (13.04%) Oracle
4 2 (8.70%) Databricks
4 2 (8.70%) Microsoft
5 1 (4.35%) Ab Initio
5 1 (4.35%) Cloudera
5 1 (4.35%) Cognos
5 1 (4.35%) IBM
5 1 (4.35%) Informatica
5 1 (4.35%) MicroStrategy
5 1 (4.35%) StreamSets
5 1 (4.35%) Talend