Period
to 24 May 2019

The following table provides summary statistics for permanent job vacancies advertised in England 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 24 May 2019 with a comparison to the same period in the previous 2 years.

Apache Flume
UK > England
6 months to
24 May 2019
Same period 2018 Same period 2017
Rank 874 893 1022
Rank change year-on-year +19 +129 +58
Permanent jobs citing Apache Flume 189 245 122
As % of all permanent IT jobs advertised in England 0.14% 0.15% 0.076%
As % of the System Software category 0.84% 1.08% 0.61%
Number of salaries quoted 127 171 97
England median annual salary £80,000 £75,000 £75,000
Median salary % change year-on-year +6.67% - +25.00%
10th Percentile £49,337 £46,250 £47,500
90th Percentile £110,000 £102,500 £115,000
UK median annual salary £78,750 £75,000 £75,000
% change year-on-year +5.00% - +30.43%

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 advertised in England with a requirement for system software skills.

All System Software Skills
England
Permanent vacancies with a requirement for system software skills 22,567 22,763 19,976
As % of all permanent IT jobs advertised in England 16.79% 14.10% 12.52%
Number of salaries quoted 18,436 18,555 16,817
England median annual salary £50,000 £47,500 £42,500
Median salary % change year-on-year +5.26% +11.76% +2.41%
10th Percentile £25,750 £25,000 £24,000
90th Percentile £85,000 £80,000 £75,000
UK median annual salary £50,000 £47,500 £42,500
% change year-on-year +5.26% +11.76% +4.94%

Apache Flume
Job Vacancy Trend in England

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

Job vacancy trend for Apache Flume in England

Apache Flume
Salary Trend in England

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

Salary trend for Apache Flume in England

Apache Flume
Salary Histogram in England

The salary distribution of IT jobs citing Apache Flume in England over the 6 months to 24 May 2019.

Salary histogram for Apache Flume in England

Apache Flume
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Flume within the England region over the 6 months to 24 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
London +72 140 £85,000 +6.25%
North of England +52 24 £49,337 +9.64%
Yorkshire +9 15 £49,337 -
South East -18 10 £70,000 +40.00%
North East - 9 £49,337 -
East Midlands +42 6 £77,750 -
Midlands +30 6 £77,750 +15.19%
East of England +47 4 £60,000 -17.24%
South West +28 2 £65,000 +36.84%
Apache Flume
UK

For the 6 months to 24 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 across the England region with a requirement for Apache Flume.

1 178 (94.18%) Big Data
2 175 (92.59%) Apache Spark
3 169 (89.42%) Hadoop
4 161 (85.19%) Kafka
5 160 (84.66%) Agile Software Development
6 153 (80.95%) Java
7 150 (79.37%) Python
8 146 (77.25%) Apache Hive
9 141 (74.60%) HBase
10 135 (71.43%) Scala
11 134 (70.90%) Cloudera
12 131 (69.31%) NoSQL
13 120 (63.49%) Oozie
14 119 (62.96%) Hortonworks
15 115 (60.85%) Apache Cassandra
16 110 (58.20%) Amazon AWS
17 107 (56.61%) Analytics
18 104 (55.03%) Impala
19 95 (50.26%) Hadoop YARN
20 94 (49.74%) Apache Pig
21 93 (49.21%) MapReduce
22 88 (46.56%) Elasticsearch
23 86 (45.50%) Amazon Redshift
24 84 (44.44%) Data Science
25 83 (43.92%) MapR
25 83 (43.92%) Scrum
26 82 (43.39%) ETL
27 78 (41.27%) Flink
27 78 (41.27%) Databricks
27 78 (41.27%) CouchDB

Apache Flume
Co-occurring IT Skills in England 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
1 175 (92.59%) Apache Spark
2 94 (49.74%) Apache Pig
3 88 (46.56%) Elasticsearch
4 39 (20.63%) Apache Solr
5 20 (10.58%) Apache
6 3 (1.59%) Confluence
7 1 (0.53%) Apache Airflow
7 1 (0.53%) Cloud Foundry
7 1 (0.53%) Jupyter
7 1 (0.53%) Luigi
7 1 (0.53%) OpenStack
Applications
1 2 (1.06%) Gephi
Business Applications
1 1 (0.53%) Adobe Campaign
Cloud Services
1 110 (58.20%) Amazon AWS
2 37 (19.58%) GitHub
3 26 (13.76%) Microsoft Azure
4 19 (10.05%) Google Cloud Platform
5 18 (9.52%) Amazon S3
6 17 (8.99%) Amazon EMR
7 14 (7.41%) Amazon Kinesis
8 8 (4.23%) Cloud Computing
9 6 (3.17%) Power Platform
10 3 (1.59%) Amazon EC2
10 3 (1.59%) AWS Data Pipeline
10 3 (1.59%) Boomi
10 3 (1.59%) Serverless
11 2 (1.06%) IBM Cloud
11 2 (1.06%) PaaS
12 1 (0.53%) Amazon SQS
12 1 (0.53%) AWS CloudFormation
12 1 (0.53%) Azure Data Factory
12 1 (0.53%) IaaS
12 1 (0.53%) SaaS
Communications & Networking
1 16 (8.47%) Internet
2 4 (2.12%) HTTP
3 2 (1.06%) DNS
3 2 (1.06%) Ethernet
3 2 (1.06%) MPLS
3 2 (1.06%) SSL
3 2 (1.06%) TCP/IP
3 2 (1.06%) VPN
4 1 (0.53%) Kerberos
4 1 (0.53%) MQTT
Database & Business Intelligence
1 178 (94.18%) Big Data
2 169 (89.42%) Hadoop
3 146 (77.25%) Apache Hive
4 141 (74.60%) HBase
5 131 (69.31%) NoSQL
6 115 (60.85%) Apache Cassandra
7 104 (55.03%) Impala
8 86 (45.50%) Amazon Redshift
9 78 (41.27%) CouchDB
9 78 (41.27%) Flink
10 77 (40.74%) Couchbase
11 63 (33.33%) Sqoop
12 52 (27.51%) Data Warehouse
13 37 (19.58%) MongoDB
14 36 (19.05%) Spark SQL
15 31 (16.40%) Pentaho
16 25 (13.23%) DataStage
17 23 (12.17%) SQL Server
18 19 (10.05%) MySQL
19 15 (7.94%) BigQuery
Development Applications
1 7 (3.70%) Jenkins
2 6 (3.17%) JIRA
3 5 (2.65%) Git (software)
4 3 (1.59%) Bitbucket Server
4 3 (1.59%) Cucumber
4 3 (1.59%) Maven
4 3 (1.59%) Sonatype Nexus
5 2 (1.06%) ERwin
5 2 (1.06%) SonarQube
5 2 (1.06%) Travis CI
6 1 (0.53%) Artifactory
6 1 (0.53%) ER Studio
6 1 (0.53%) Gradle
6 1 (0.53%) PowerDesigner
6 1 (0.53%) TestRail
General
1 24 (12.70%) Banking
2 15 (7.94%) Retail
3 14 (7.41%) Games
4 12 (6.35%) Finance
5 3 (1.59%) Legal
5 3 (1.59%) Marketing
6 2 (1.06%) Financial Institution
6 2 (1.06%) Manufacturing
6 2 (1.06%) Telecoms
Job Titles
1 105 (55.56%) Data Engineer
2 82 (43.39%) Big Data Engineer
3 30 (15.87%) Architect
4 27 (14.29%) Senior Data Engineer
5 26 (13.76%) Data Architect
6 25 (13.23%) Python Engineer
7 23 (12.17%) Big Data Architect
8 13 (6.88%) Developer
8 13 (6.88%) Games Engineer
9 12 (6.35%) DevOps Engineer
9 12 (6.35%) Senior DevOps
9 12 (6.35%) Senior DevOps Engineer
10 7 (3.70%) Big Data Consultant
10 7 (3.70%) Business Intelligence Developer
10 7 (3.70%) Consultant
10 7 (3.70%) Data Consultant
11 6 (3.17%) Cloud Consultant
11 6 (3.17%) Head of Engineering
11 6 (3.17%) Solutions Architect
12 5 (2.65%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 161 (85.19%) Kafka
2 37 (19.58%) Spark Streaming
3 21 (11.11%) Elastic Stack
4 16 (8.47%) .NET
5 13 (6.88%) LAMP
6 11 (5.82%) Apache NiFi
7 8 (4.23%) LAPP Stack
8 7 (3.70%) PySpark
9 5 (2.65%) Web Services
10 4 (2.12%) Samza
11 3 (1.59%) JSON
11 3 (1.59%) MDX
11 3 (1.59%) NumPy
11 3 (1.59%) Pandas
11 3 (1.59%) TensorFlow
11 3 (1.59%) XML
12 2 (1.06%) Caffe
12 2 (1.06%) Java EE
12 2 (1.06%) RabbitMQ
12 2 (1.06%) RESTful
Miscellaneous
1 15 (7.94%) Analytical Skills
2 13 (6.88%) Data Structures
3 11 (5.82%) Cloud Native
4 5 (2.65%) Self-Motivation
5 3 (1.59%) Virtual Team
6 2 (1.06%) Algorithms
6 2 (1.06%) Cybercrime
6 2 (1.06%) FMCG
6 2 (1.06%) Greenfield Project
6 2 (1.06%) Public Cloud
7 1 (0.53%) Cyber Kill Chain
7 1 (0.53%) Cyberthreat
7 1 (0.53%) Data Centre
7 1 (0.53%) Data Protection Act
Operating Systems
1 38 (20.11%) Linux
1 38 (20.11%) Unix
2 5 (2.65%) Windows
3 2 (1.06%) Windows Server
Processes & Methodologies
1 160 (84.66%) Agile Software Development
2 107 (56.61%) Analytics
3 93 (49.21%) MapReduce
4 84 (44.44%) Data Science
5 83 (43.92%) Scrum
6 82 (43.39%) ETL
7 69 (36.51%) Kanban
8 55 (29.10%) Machine Learning
9 53 (28.04%) DevOps
10 46 (24.34%) Data Engineering
11 42 (22.22%) Data Integration
12 39 (20.63%) Data Analysis
13 37 (19.58%) Mentoring
14 34 (17.99%) Coaching
14 34 (17.99%) Data Architecture
14 34 (17.99%) Data Transformation
15 33 (17.46%) Use Case
16 31 (16.40%) Data Reconciliation
17 27 (14.29%) Data Modelling
18 24 (12.70%) Data Analytics
Programming Languages
1 153 (80.95%) Java
2 150 (79.37%) Python
3 135 (71.43%) Scala
4 61 (32.28%) SQL
5 18 (9.52%) C#
6 14 (7.41%) Shell Script
7 12 (6.35%) R
8 10 (5.29%) T-SQL
9 9 (4.76%) PL/SQL
10 6 (3.17%) HiveQL
11 5 (2.65%) C
12 3 (1.59%) Bash Shell
12 3 (1.59%) Data Analysis Expressions (DAX)
12 3 (1.59%) JavaScript
12 3 (1.59%) Ruby
13 2 (1.06%) C++
13 2 (1.06%) Kotlin
13 2 (1.06%) PowerShell
Qualifications
1 9 (4.76%) Degree
2 5 (2.65%) Security Cleared
3 4 (2.12%) DV Cleared
4 3 (1.59%) Master's Degree
5 2 (1.06%) PhD
Quality Assurance & Compliance
1 11 (5.82%) GDPR
2 10 (5.29%) QA
3 9 (4.76%) Data Quality
4 2 (1.06%) ISO/IEC 27001
System Software
1 63 (33.33%) HDFS
2 15 (7.94%) Docker
3 6 (3.17%) Apache ZooKeeper
4 2 (1.06%) Virtual Machines
4 2 (1.06%) VMware Infrastructure
4 2 (1.06%) vSphere
Systems Management
1 120 (63.49%) Oozie
2 95 (50.26%) Hadoop YARN
3 14 (7.41%) Ansible
4 12 (6.35%) Marathon
4 12 (6.35%) Mesos
5 8 (4.23%) Kibana
6 5 (2.65%) Kubernetes
6 5 (2.65%) Puppet
7 4 (2.12%) Chukwa
8 2 (1.06%) Check_MK
8 2 (1.06%) Nagios
8 2 (1.06%) Rsyslog
9 1 (0.53%) HP ALM
9 1 (0.53%) logstash
9 1 (0.53%) Opscode Chef
Vendors
1 134 (70.90%) Cloudera
2 119 (62.96%) Hortonworks
3 83 (43.92%) MapR
4 78 (41.27%) Databricks
5 48 (25.40%) Oracle
6 38 (20.11%) Informatica
7 36 (19.05%) Talend
8 15 (7.94%) IBM
9 12 (6.35%) Microsoft
10 11 (5.82%) Google
11 8 (4.23%) Teradata
12 6 (3.17%) Tableau
13 4 (2.12%) MicroStrategy
13 4 (2.12%) Red Hat
13 4 (2.12%) SAP
14 3 (1.59%) Atlassian
14 3 (1.59%) Cognos
14 3 (1.59%) Dell
14 3 (1.59%) SnapLogic
14 3 (1.59%) Splunk