Period
to 23 September 2019

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 September 2019 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
23 Sep 2019
Same period 2018 Same period 2017
Rank 951 980 1064
Rank change year-on-year +29 +84 +4
Permanent jobs citing Apache Flume 126 192 152
As % of all permanent IT jobs advertised in the UK 0.090% 0.12% 0.087%
As % of the System Software category 0.52% 0.79% 0.67%
Number of salaries quoted 107 117 83
UK median annual salary £50,000 £80,000 £65,000
Median salary % change year-on-year -37.50% +23.08% +8.33%
10th Percentile £46,250 £52,950 £45,000
90th Percentile £87,600 £110,000 £95,000
UK excluding London median annual salary £50,000 £72,500 £65,000
% change year-on-year -31.03% +11.54% +8.33%

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 24,254 24,342 22,715
As % of all permanent IT jobs advertised in the UK 17.32% 14.72% 12.93%
Number of salaries quoted 19,861 19,892 19,121
UK median annual salary £50,000 £49,500 £45,000
Median salary % change year-on-year +1.01% +10.00% +5.88%
10th Percentile £25,500 £24,750 £24,000
90th Percentile £85,000 £81,250 £75,000
UK excluding London median annual salary £42,500 £42,500 £38,500
% change year-on-year - +10.39% +2.67%

Apache Flume
Job Vacancy Trend

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

Job vacancy trend for Apache Flume in the UK

Apache Flume
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Flume.

Salary trend for Apache Flume in the UK

Apache Flume
Salary Histogram

The salary distribution of IT jobs citing Apache Flume over the 6 months to 23 September 2019.

Salary histogram for Apache Flume in the UK

Apache Flume
Top 10 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 September 2019. 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 +15 126 £50,000 -35.69% 7
UK excluding London +44 66 £50,000 -31.03% 3
London +21 60 £72,500 -14.71% 4
East of England +76 24 £50,000 -31.03% 2
South West - 24 £50,000 -
South East +2 8 £50,000 +11.11%
North of England +17 7 £55,007 - 1
Yorkshire -6 7 £55,007 -
Midlands +39 3 £75,500 +41.12%
East Midlands +25 3 £75,500 +41.12%

For the 6 months to 23 September 2019, 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.

1 113 (89.68%) Big Data
1 113 (89.68%) Apache Spark
2 103 (81.75%) Kafka
3 95 (75.40%) Apache Hive
4 92 (73.02%) Python
5 86 (68.25%) Oozie
6 81 (64.29%) Impala
7 78 (61.90%) MapReduce
8 67 (53.17%) Analytical Skills
9 65 (51.59%) Hadoop
10 62 (49.21%) Linux
11 59 (46.83%) Scrum
11 59 (46.83%) Machine Learning
12 57 (45.24%) Elastic Stack
13 52 (41.27%) Visualisation
13 52 (41.27%) Git (software)
13 52 (41.27%) Agile Software Development
14 51 (40.48%) R
15 50 (39.68%) Kanban
16 48 (38.10%) Mathematics
16 48 (38.10%) Splunk
17 47 (37.30%) Cybersecurity
17 47 (37.30%) JIRA
18 46 (36.51%) Bash Shell
19 43 (34.13%) Java
19 43 (34.13%) OSINT
19 43 (34.13%) Cyber Kill Chain
20 42 (33.33%) C
20 42 (33.33%) Perl
20 42 (33.33%) Scala

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 (89.68%) Apache Spark
2 29 (23.02%) Apache Pig
3 18 (14.29%) Elasticsearch
4 13 (10.32%) Apache Solr
5 5 (3.97%) Apache
6 3 (2.38%) Cloud Foundry
6 3 (2.38%) Confluence
7 1 (0.79%) Jupyter
7 1 (0.79%) OpenStack
7 1 (0.79%) WebLogic Portal
Applications
1 7 (5.56%) Gephi
2 1 (0.79%) Microsoft Project
Business Applications
1 1 (0.79%) Adobe Campaign
Cloud Services
1 27 (21.43%) AWS
2 18 (14.29%) Azure
3 11 (8.73%) GCP
4 8 (6.35%) Amazon S3
5 7 (5.56%) GitHub
6 6 (4.76%) Amazon EMR
6 6 (4.76%) Azure Data Factory
7 5 (3.97%) Amazon Kinesis
8 4 (3.17%) Power Platform
9 3 (2.38%) Amazon EC2
9 3 (2.38%) Boomi
9 3 (2.38%) Cloud Computing
10 2 (1.59%) Amazon ECS
11 1 (0.79%) IaaS
11 1 (0.79%) PaaS
11 1 (0.79%) Serverless
Communications & Networking
1 7 (5.56%) DNS
1 7 (5.56%) Ethernet
1 7 (5.56%) HTTP
1 7 (5.56%) MPLS
1 7 (5.56%) SSL
1 7 (5.56%) VPN
2 2 (1.59%) Internet
3 1 (0.79%) Kerberos
Database & Business Intelligence
1 113 (89.68%) Big Data
2 95 (75.40%) Apache Hive
3 81 (64.29%) Impala
4 65 (51.59%) Hadoop
5 39 (30.95%) HBase
5 39 (30.95%) Sqoop
6 36 (28.57%) NoSQL
7 24 (19.05%) Data Warehouse
8 22 (17.46%) Apache Cassandra
9 19 (15.08%) Amazon Redshift
10 16 (12.70%) Flink
11 14 (11.11%) CouchDB
12 13 (10.32%) Couchbase
13 11 (8.73%) MongoDB
13 11 (8.73%) OLTP
14 9 (7.14%) SQL Server
15 8 (6.35%) Data Lake
16 7 (5.56%) SQL Server Integration Services
17 6 (4.76%) DataStage
17 6 (4.76%) Pentaho
Development Applications
1 52 (41.27%) Git (software)
2 47 (37.30%) JIRA
3 40 (31.75%) Bitbucket
3 40 (31.75%) Bitbucket Server
3 40 (31.75%) git-flow
4 6 (4.76%) GitLab
4 6 (4.76%) Jenkins
5 4 (3.17%) ER Studio
5 4 (3.17%) ERwin
5 4 (3.17%) PowerDesigner
6 3 (2.38%) Sonatype Nexus
7 1 (0.79%) Artifactory
7 1 (0.79%) Gradle
7 1 (0.79%) Maven
7 1 (0.79%) SonarQube
7 1 (0.79%) Subversion
General
1 14 (11.11%) Finance
2 11 (8.73%) Banking
3 3 (2.38%) Marketing
3 3 (2.38%) Retail
4 2 (1.59%) Financial Institution
4 2 (1.59%) Games
4 2 (1.59%) Legal
5 1 (0.79%) Public Sector
5 1 (0.79%) Telecoms
Job Titles
1 40 (31.75%) Consultant
1 40 (31.75%) Data Consultant
2 28 (22.22%) Data Engineer
3 27 (21.43%) Data Scientist
4 20 (15.87%) Analyst
4 20 (15.87%) Big Data Engineer
4 20 (15.87%) Data Analyst
5 17 (13.49%) Developer
6 16 (12.70%) Architect
7 12 (9.52%) Data Architect
8 11 (8.73%) Senior Data Engineer
9 9 (7.14%) Big Data Developer
10 8 (6.35%) Big Data Architect
11 7 (5.56%) Business Intelligence Developer
11 7 (5.56%) DevOps Engineer
11 7 (5.56%) Senior Business Intelligence Developer
11 7 (5.56%) Senior Developer
11 7 (5.56%) Senior DevOps
11 7 (5.56%) Senior DevOps Engineer
12 6 (4.76%) Cloud Architect
Libraries, Frameworks & Software Standards
1 103 (81.75%) Kafka
2 57 (45.24%) Elastic Stack
3 9 (7.14%) Apache NiFi
4 5 (3.97%) NumPy
4 5 (3.97%) Pandas
5 4 (3.17%) .NET
5 4 (3.17%) Samza
6 3 (2.38%) Spark Streaming
7 2 (1.59%) Apache Avro
7 2 (1.59%) Dask
7 2 (1.59%) LAPP Stack
7 2 (1.59%) PySpark
7 2 (1.59%) RabbitMQ
8 1 (0.79%) Akka
8 1 (0.79%) ASP.NET
8 1 (0.79%) J2EE
8 1 (0.79%) Natural Language Processing
8 1 (0.79%) Node.js
8 1 (0.79%) scikit-learn
8 1 (0.79%) Swagger
Miscellaneous
1 67 (53.17%) Analytical Skills
2 43 (34.13%) Cyber Kill Chain
3 40 (31.75%) Analytical Mindset
4 7 (5.56%) Cybercrime
5 4 (3.17%) Algorithms
5 4 (3.17%) Cloud Native
5 4 (3.17%) Data Structures
5 4 (3.17%) Public Cloud
6 3 (2.38%) Data Centre
6 3 (2.38%) Greenfield Project
7 2 (1.59%) Social Network
8 1 (0.79%) Management Information System
8 1 (0.79%) Replication
8 1 (0.79%) Self-Motivation
8 1 (0.79%) Virtual Team
Operating Systems
1 62 (49.21%) Linux
2 16 (12.70%) Unix
3 5 (3.97%) Windows
4 2 (1.59%) Windows Server
Processes & Methodologies
1 78 (61.90%) MapReduce
2 59 (46.83%) Machine Learning
2 59 (46.83%) Scrum
3 52 (41.27%) Agile Software Development
3 52 (41.27%) Visualisation
4 50 (39.68%) Kanban
5 48 (38.10%) Mathematics
6 47 (37.30%) Cybersecurity
7 43 (34.13%) OSINT
8 41 (32.54%) Problem-Solving
9 39 (30.95%) Data Science
10 36 (28.57%) Analytics
11 27 (21.43%) Data Analysis
12 26 (20.63%) Data Modelling
13 19 (15.08%) Business Intelligence
13 19 (15.08%) Data Engineering
14 17 (13.49%) ETL
15 16 (12.70%) Data Integration
16 14 (11.11%) DevOps
17 13 (10.32%) Mentoring
Programming Languages
1 92 (73.02%) Python
2 51 (40.48%) R
3 46 (36.51%) Bash Shell
4 43 (34.13%) Java
5 42 (33.33%) C
5 42 (33.33%) Perl
5 42 (33.33%) Scala
6 31 (24.60%) SQL
7 5 (3.97%) Shell Script
8 4 (3.17%) C#
9 3 (2.38%) PL/SQL
10 2 (1.59%) JavaScript
10 2 (1.59%) PowerShell
10 2 (1.59%) Ruby
11 1 (0.79%) T-SQL
Qualifications
1 10 (7.94%) Security Cleared
2 9 (7.14%) DV Cleared
3 4 (3.17%) Degree
4 3 (2.38%) Master's Degree
Quality Assurance & Compliance
1 7 (5.56%) Data Quality
2 6 (4.76%) QA
3 3 (2.38%) GDPR
4 2 (1.59%) ISO/IEC 27001
System Software
1 26 (20.63%) HDFS
2 10 (7.94%) Docker
3 7 (5.56%) Apache ZooKeeper
4 2 (1.59%) Cronacle
4 2 (1.59%) Virtual Machines
4 2 (1.59%) VMware Infrastructure
4 2 (1.59%) vSphere
Systems Management
1 86 (68.25%) Oozie
2 26 (20.63%) Hadoop YARN
3 10 (7.94%) Ansible
4 9 (7.14%) Kibana
5 7 (5.56%) Marathon
5 7 (5.56%) Mesos
6 4 (3.17%) Chukwa
7 3 (2.38%) Kubernetes
8 2 (1.59%) Check_MK
8 2 (1.59%) Control-M
8 2 (1.59%) Nagios
8 2 (1.59%) Puppet
8 2 (1.59%) Rancher
8 2 (1.59%) Rsyslog
9 1 (0.79%) logstash
9 1 (0.79%) Opscode Chef
Vendors
1 48 (38.10%) Splunk
2 35 (27.78%) Cloudera
3 20 (15.87%) Hortonworks
4 17 (13.49%) Databricks
5 16 (12.70%) MapR
6 7 (5.56%) BT
6 7 (5.56%) Informatica
6 7 (5.56%) Oracle
6 7 (5.56%) Talend
7 6 (4.76%) Google
7 6 (4.76%) Microsoft
7 6 (4.76%) Tableau
8 4 (3.17%) Cognos
8 4 (3.17%) IBM
8 4 (3.17%) MicroStrategy
8 4 (3.17%) SAP
9 3 (2.38%) Atlassian
9 3 (2.38%) Dell
9 3 (2.38%) MuleSoft
9 3 (2.38%) SnapLogic