Period
to 25 May 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 25 May 2019 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
25 May 2019
Same period 2018 Same period 2017
Rank 902 914 1064
Rank change year-on-year +12 +150 +55
Permanent jobs citing Apache Flume 196 273 122
As % of all permanent IT jobs advertised in the UK 0.14% 0.16% 0.072%
As % of the System Software category 0.82% 1.12% 0.58%
Number of salaries quoted 134 193 95
UK median annual salary £78,750 £75,000 £75,000
Median salary % change year-on-year +5.00% - +30.43%
10th Percentile £49,337 £46,300 £47,500
90th Percentile £108,875 £100,800 £115,000
UK excluding London median annual salary £60,000 £72,500 £70,000
% change year-on-year -17.24% +3.57% +21.74%

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 23,953 24,457 21,029
As % of all permanent IT jobs advertised in the UK 16.51% 14.06% 12.44%
Number of salaries quoted 19,557 19,830 17,635
UK median annual salary £50,000 £47,500 £42,500
Median salary % change year-on-year +5.26% +11.76% +4.94%
10th Percentile £25,750 £25,000 £23,750
90th Percentile £85,000 £80,000 £75,000
UK excluding London median annual salary £42,500 £41,000 £37,500
% change year-on-year +3.66% +9.33% -

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 25 May 2019.

Salary histogram for Apache Flume in the UK

Apache Flume
Top 12 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 25 May 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 +39 189 £80,000 +6.67% 2
London +64 140 £85,000 +6.25%
UK excluding London 0 50 £60,000 -17.24% 2
North of England +57 24 £49,337 +9.64%
Yorkshire +27 15 £49,337 -
South East -9 10 £70,000 +40.00%
North East - 9 £49,337 -
East Midlands +44 6 £77,750 -
Midlands +35 6 £77,750 +15.19%
East of England +52 4 £60,000 -17.24% 1
Scotland +15 4 £68,750 +37.50%
South West +28 2 £65,000 +36.84% 1

For the 6 months to 25 May 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.

1 183 (93.37%) Big Data
2 180 (91.84%) Apache Spark
3 173 (88.27%) Hadoop
4 168 (85.71%) Kafka
5 164 (83.67%) Agile Software Development
6 155 (79.08%) Java
7 152 (77.55%) Python
8 151 (77.04%) Apache Hive
9 146 (74.49%) HBase
10 138 (70.41%) Cloudera
11 137 (69.90%) Scala
12 133 (67.86%) NoSQL
13 123 (62.76%) Hortonworks
14 120 (61.22%) Oozie
15 115 (58.67%) Apache Cassandra
16 113 (57.65%) Amazon AWS
17 107 (54.59%) Analytics
18 104 (53.06%) Impala
19 97 (49.49%) Apache Pig
19 97 (49.49%) Hadoop YARN
20 93 (47.45%) MapReduce
21 88 (44.90%) Elasticsearch
22 86 (43.88%) Amazon Redshift
23 85 (43.37%) Scrum
24 84 (42.86%) ETL
24 84 (42.86%) Data Science
25 83 (42.35%) MapR
26 78 (39.80%) Flink
26 78 (39.80%) Databricks
26 78 (39.80%) CouchDB

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
1 180 (91.84%) Apache Spark
2 97 (49.49%) Apache Pig
3 88 (44.90%) Elasticsearch
4 41 (20.92%) Apache Solr
5 22 (11.22%) Apache
6 4 (2.04%) Cloud Foundry
7 3 (1.53%) Confluence
8 1 (0.51%) Apache Airflow
8 1 (0.51%) Jupyter
8 1 (0.51%) Luigi
8 1 (0.51%) OpenStack
Applications
1 2 (1.02%) Gephi
Business Applications
1 1 (0.51%) Adobe Campaign
Cloud Services
1 113 (57.65%) Amazon AWS
2 37 (18.88%) GitHub
3 31 (15.82%) Microsoft Azure
4 22 (11.22%) Google Cloud Platform
5 20 (10.20%) Amazon S3
6 19 (9.69%) Amazon EMR
7 14 (7.14%) Amazon Kinesis
8 8 (4.08%) Cloud Computing
9 6 (3.06%) Power Platform
10 3 (1.53%) Amazon EC2
10 3 (1.53%) AWS Data Pipeline
10 3 (1.53%) Boomi
10 3 (1.53%) Serverless
11 2 (1.02%) IBM Cloud
11 2 (1.02%) PaaS
12 1 (0.51%) Amazon SQS
12 1 (0.51%) AWS CloudFormation
12 1 (0.51%) Azure Data Factory
12 1 (0.51%) IaaS
12 1 (0.51%) SaaS
Communications & Networking
1 16 (8.16%) Internet
2 4 (2.04%) HTTP
3 2 (1.02%) DNS
3 2 (1.02%) Ethernet
3 2 (1.02%) MPLS
3 2 (1.02%) SSL
3 2 (1.02%) TCP/IP
3 2 (1.02%) VPN
4 1 (0.51%) Kerberos
4 1 (0.51%) MQTT
Database & Business Intelligence
1 183 (93.37%) Big Data
2 173 (88.27%) Hadoop
3 151 (77.04%) Apache Hive
4 146 (74.49%) HBase
5 133 (67.86%) NoSQL
6 115 (58.67%) Apache Cassandra
7 104 (53.06%) Impala
8 86 (43.88%) Amazon Redshift
9 78 (39.80%) CouchDB
9 78 (39.80%) Flink
10 77 (39.29%) Couchbase
11 68 (34.69%) Sqoop
12 52 (26.53%) Data Warehouse
13 37 (18.88%) MongoDB
14 36 (18.37%) Spark SQL
15 31 (15.82%) Pentaho
16 25 (12.76%) DataStage
16 25 (12.76%) SQL Server
17 19 (9.69%) MySQL
18 15 (7.65%) BigQuery
Development Applications
1 8 (4.08%) JIRA
2 7 (3.57%) Jenkins
3 5 (2.55%) Git (software)
4 3 (1.53%) Bitbucket Server
4 3 (1.53%) Cucumber
4 3 (1.53%) Maven
4 3 (1.53%) Sonatype Nexus
5 2 (1.02%) ERwin
5 2 (1.02%) SonarQube
5 2 (1.02%) Travis CI
6 1 (0.51%) Artifactory
6 1 (0.51%) ER Studio
6 1 (0.51%) Gradle
6 1 (0.51%) PowerDesigner
6 1 (0.51%) TestRail
General
1 24 (12.24%) Banking
2 15 (7.65%) Retail
3 14 (7.14%) Games
4 12 (6.12%) Finance
5 5 (2.55%) Legal
6 3 (1.53%) Marketing
7 2 (1.02%) Financial Institution
7 2 (1.02%) Manufacturing
7 2 (1.02%) Telecoms
Job Titles
1 109 (55.61%) Data Engineer
2 82 (41.84%) Big Data Engineer
3 33 (16.84%) Architect
4 31 (15.82%) Senior Data Engineer
5 29 (14.80%) Data Architect
6 26 (13.27%) Big Data Architect
7 25 (12.76%) Python Engineer
8 13 (6.63%) Developer
8 13 (6.63%) Games Engineer
9 12 (6.12%) DevOps Engineer
9 12 (6.12%) Senior DevOps
9 12 (6.12%) Senior DevOps Engineer
10 7 (3.57%) Big Data Consultant
10 7 (3.57%) Business Intelligence Developer
10 7 (3.57%) Consultant
10 7 (3.57%) Data Consultant
11 6 (3.06%) Cloud Consultant
11 6 (3.06%) Head of Engineering
11 6 (3.06%) Solutions Architect
12 5 (2.55%) Head of Data Management
Libraries, Frameworks & Software Standards
1 168 (85.71%) Kafka
2 37 (18.88%) Spark Streaming
3 21 (10.71%) Elastic Stack
4 16 (8.16%) .NET
5 13 (6.63%) LAMP
6 11 (5.61%) Apache NiFi
7 10 (5.10%) LAPP Stack
8 7 (3.57%) PySpark
9 5 (2.55%) Web Services
10 4 (2.04%) Samza
11 3 (1.53%) JSON
11 3 (1.53%) MDX
11 3 (1.53%) NumPy
11 3 (1.53%) Pandas
11 3 (1.53%) TensorFlow
11 3 (1.53%) XML
12 2 (1.02%) Apache Avro
12 2 (1.02%) JAX-RS
12 2 (1.02%) RabbitMQ
12 2 (1.02%) RESTful
Miscellaneous
1 15 (7.65%) Analytical Skills
2 13 (6.63%) Data Structures
3 11 (5.61%) Cloud Native
4 6 (3.06%) Virtual Team
5 5 (2.55%) Public Cloud
5 5 (2.55%) Self-Motivation
6 4 (2.04%) Data Centre
7 2 (1.02%) Algorithms
7 2 (1.02%) Cybercrime
7 2 (1.02%) FMCG
7 2 (1.02%) Greenfield Project
8 1 (0.51%) Cyber Kill Chain
8 1 (0.51%) Cyberthreat
8 1 (0.51%) Data Protection Act
Operating Systems
1 40 (20.41%) Linux
2 38 (19.39%) Unix
3 5 (2.55%) Windows
4 2 (1.02%) Windows Server
Processes & Methodologies
1 164 (83.67%) Agile Software Development
2 107 (54.59%) Analytics
3 93 (47.45%) MapReduce
4 85 (43.37%) Scrum
5 84 (42.86%) Data Science
5 84 (42.86%) ETL
6 71 (36.22%) Kanban
7 55 (28.06%) Machine Learning
8 53 (27.04%) DevOps
9 48 (24.49%) Data Engineering
10 44 (22.45%) Data Integration
11 41 (20.92%) Mentoring
12 39 (19.90%) Data Analysis
13 34 (17.35%) Coaching
13 34 (17.35%) Data Architecture
13 34 (17.35%) Data Transformation
14 33 (16.84%) Use Case
15 31 (15.82%) Data Reconciliation
16 29 (14.80%) Data Modelling
17 27 (13.78%) Software Engineering
Programming Languages
1 155 (79.08%) Java
2 152 (77.55%) Python
3 137 (69.90%) Scala
4 63 (32.14%) SQL
5 18 (9.18%) C#
6 14 (7.14%) Shell Script
7 12 (6.12%) R
8 10 (5.10%) T-SQL
9 9 (4.59%) PL/SQL
10 6 (3.06%) HiveQL
11 5 (2.55%) C
12 3 (1.53%) Bash Shell
12 3 (1.53%) Data Analysis Expressions (DAX)
12 3 (1.53%) JavaScript
12 3 (1.53%) Ruby
13 2 (1.02%) C++
13 2 (1.02%) Kotlin
13 2 (1.02%) PowerShell
Qualifications
1 9 (4.59%) Degree
2 5 (2.55%) Security Cleared
3 4 (2.04%) DV Cleared
4 3 (1.53%) Master's Degree
5 2 (1.02%) PhD
Quality Assurance & Compliance
1 14 (7.14%) QA
2 13 (6.63%) Data Quality
2 13 (6.63%) GDPR
3 4 (2.04%) ISO/IEC 27001
System Software
1 68 (34.69%) HDFS
2 15 (7.65%) Docker
3 6 (3.06%) Apache ZooKeeper
4 2 (1.02%) Virtual Machines
4 2 (1.02%) VMware Infrastructure
4 2 (1.02%) vSphere
Systems Management
1 120 (61.22%) Oozie
2 97 (49.49%) Hadoop YARN
3 14 (7.14%) Ansible
4 12 (6.12%) Marathon
4 12 (6.12%) Mesos
5 8 (4.08%) Kibana
6 5 (2.55%) Kubernetes
6 5 (2.55%) Puppet
7 4 (2.04%) Chukwa
8 2 (1.02%) Check_MK
8 2 (1.02%) Nagios
8 2 (1.02%) Rsyslog
9 1 (0.51%) HP ALM
9 1 (0.51%) logstash
9 1 (0.51%) Opscode Chef
Vendors
1 138 (70.41%) Cloudera
2 123 (62.76%) Hortonworks
3 83 (42.35%) MapR
4 78 (39.80%) Databricks
5 48 (24.49%) Oracle
6 38 (19.39%) Informatica
7 36 (18.37%) Talend
8 15 (7.65%) IBM
9 14 (7.14%) Google
10 12 (6.12%) Microsoft
11 8 (4.08%) Tableau
11 8 (4.08%) Teradata
12 4 (2.04%) MicroStrategy
12 4 (2.04%) Red Hat
12 4 (2.04%) SAP
13 3 (1.53%) Atlassian
13 3 (1.53%) Cognos
13 3 (1.53%) Dell
13 3 (1.53%) SnapLogic
13 3 (1.53%) Splunk