Period
to 14 November 2018

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 14 November 2018 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 967 1029 1039
Rank change year-on-year +62 +10 +217
Permanent jobs citing Apache Flume 169 174 177
As % of all permanent IT jobs advertised in the UK 0.10% 0.096% 0.093%
As % of the System Software category 0.68% 0.74% 0.75%
Number of salaries quoted 94 111 133
UK median annual salary £85,000 £70,000 £60,000
Median salary % change year-on-year +21.43% +16.67% -24.53%
10th Percentile £48,625 £40,000 £46,100
90th Percentile £110,000 £102,500 £89,500
UK excluding London median annual salary £53,500 £52,500 £60,000
% change year-on-year +1.90% -12.50% -24.53%

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 24,780 23,365 23,477
As % of all permanent IT jobs advertised in the UK 15.15% 12.93% 12.37%
Number of salaries quoted 20,237 19,592 19,721
UK median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% +6.25%
10th Percentile £25,000 £23,750 £23,500
90th Percentile £81,250 £75,000 £71,250
UK excluding London median annual salary £42,500 £39,250 £37,500
% change year-on-year +8.28% +4.67% -

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 14 November 2018.

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 14 November 2018. 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 +56 165 £85,000 +17.24% 24
London +57 116 £85,000 +13.33% 16
UK excluding London +21 51 £53,500 +1.90% 8
South East +23 33 £45,000 -14.29% 3
East of England +20 10 £75,000 -6.25% 1
East Midlands - 6 £53,500 - 3
Midlands - 6 £53,500 - 3
Scotland -14 1 £46,500 -5.10%
Wales - 1 - -

For the 6 months to 14 November 2018, 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.

1 166 (98.22%) Hadoop
2 158 (93.49%) Big Data
3 145 (85.80%) Apache Spark
4 144 (85.21%) Apache Hive
5 139 (82.25%) Kafka
6 122 (72.19%) Python
7 120 (71.01%) Scala
8 116 (68.64%) Java
9 112 (66.27%) HBase
10 109 (64.50%) Impala
11 92 (54.44%) Cloudera
12 90 (53.25%) Apache Cassandra
12 90 (53.25%) Agile Software Development
13 86 (50.89%) MapReduce
14 82 (48.52%) Apache Pig
15 80 (47.34%) Hortonworks
15 80 (47.34%) NoSQL
15 80 (47.34%) Amazon AWS
16 78 (46.15%) Elasticsearch
17 77 (45.56%) Hadoop YARN
18 72 (42.60%) Oozie
19 71 (42.01%) Analytics
20 60 (35.50%) MapR
20 60 (35.50%) Scrum
21 59 (34.91%) Data Science
22 54 (31.95%) HDFS
23 53 (31.36%) Amazon Redshift
23 53 (31.36%) Flink
24 51 (30.18%) Data Warehouse
25 49 (28.99%) Linux

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
1 145 (85.80%) Apache Spark
2 82 (48.52%) Apache Pig
3 78 (46.15%) Elasticsearch
4 25 (14.79%) Apache Solr
5 17 (10.06%) Apache
6 4 (2.37%) SAS
7 1 (0.59%) Confluence
7 1 (0.59%) IIS
7 1 (0.59%) WebSphere
Applications
1 4 (2.37%) Chatbot
2 2 (1.18%) Microsoft Project
2 2 (1.18%) SPSS
3 1 (0.59%) Microsoft Excel
3 1 (0.59%) Microsoft Office
3 1 (0.59%) Microsoft PowerPoint
3 1 (0.59%) MS Visio
Cloud Services
1 80 (47.34%) Amazon AWS
2 17 (10.06%) Microsoft Azure
3 8 (4.73%) Amazon EC2
4 7 (4.14%) Amazon EMR
4 7 (4.14%) Cloud Computing
5 6 (3.55%) Amazon S3
5 6 (3.55%) Google Cloud Platform
6 5 (2.96%) GitHub
7 4 (2.37%) iTunes
8 3 (1.78%) Amazon Kinesis
8 3 (1.78%) Google Analytics
8 3 (1.78%) Serverless
9 2 (1.18%) IaaS
9 2 (1.18%) PaaS
10 1 (0.59%) AWS CloudFormation
10 1 (0.59%) AWS Lambda
10 1 (0.59%) Cloudflare
10 1 (0.59%) CloudFront
10 1 (0.59%) OpenShift
Communications & Networking
1 8 (4.73%) HTTP
1 8 (4.73%) Internet
2 4 (2.37%) DNS
3 3 (1.78%) Kerberos
Database & Business Intelligence
1 166 (98.22%) Hadoop
2 158 (93.49%) Big Data
3 144 (85.21%) Apache Hive
4 112 (66.27%) HBase
5 109 (64.50%) Impala
6 90 (53.25%) Apache Cassandra
7 80 (47.34%) NoSQL
8 53 (31.36%) Amazon Redshift
8 53 (31.36%) Flink
9 51 (30.18%) Data Warehouse
10 47 (27.81%) Couchbase
10 47 (27.81%) Sqoop
11 43 (25.44%) CouchDB
12 28 (16.57%) Relational Database
13 26 (15.38%) MongoDB
14 23 (13.61%) Data Lake
15 21 (12.43%) SQL Server
16 19 (11.24%) PostgreSQL
17 17 (10.06%) MySQL
18 16 (9.47%) RDBMS
Development Applications
1 27 (15.98%) Jenkins
2 24 (14.20%) Git (software)
3 15 (8.88%) TeamCity
4 8 (4.73%) JIRA
5 7 (4.14%) Subversion
6 4 (2.37%) Eclipse
6 4 (2.37%) JUnit
6 4 (2.37%) Team Foundation Server
7 3 (1.78%) Visual Studio
7 3 (1.78%) Visual Studio Team System
8 1 (0.59%) Appium
8 1 (0.59%) Bugzilla
8 1 (0.59%) Cucumber
8 1 (0.59%) Gerrit
8 1 (0.59%) HP UFT
8 1 (0.59%) Protractor
8 1 (0.59%) Selenium
8 1 (0.59%) SoapUI
8 1 (0.59%) Sonatype Nexus
8 1 (0.59%) WebDriver
General
1 23 (13.61%) Games
2 13 (7.69%) Finance
2 13 (7.69%) Marketing
3 7 (4.14%) Retail
4 5 (2.96%) Banking
5 4 (2.37%) Telecoms
6 3 (1.78%) Military
7 1 (0.59%) Advertising
7 1 (0.59%) Investment Banking
7 1 (0.59%) Manufacturing
Job Titles
1 99 (58.58%) Data Engineer
2 97 (57.40%) Big Data Engineer
3 39 (23.08%) Hadoop Engineer
4 33 (19.53%) Senior Data Engineer
5 22 (13.02%) Developer
6 17 (10.06%) Big Data Developer
7 14 (8.28%) Games Engineer
8 13 (7.69%) Architect
8 13 (7.69%) Senior Hadoop Engineer
9 11 (6.51%) AWS Engineer
10 8 (4.73%) DevOps Engineer
10 8 (4.73%) Senior Developer
11 7 (4.14%) Data Architect
11 7 (4.14%) Senior Big Data Developer
12 6 (3.55%) Big Data Architect
12 6 (3.55%) Cybersecurity Engineer
12 6 (3.55%) Security Engineer
12 6 (3.55%) Solutions Architect
13 5 (2.96%) Infrastructure Engineer
13 5 (2.96%) Systems Engineer
Libraries, Frameworks & Software Standards
1 139 (82.25%) Kafka
2 20 (11.83%) TensorFlow
3 18 (10.65%) .NET
3 18 (10.65%) Akka
4 15 (8.88%) Keras
4 15 (8.88%) MLlib
4 15 (8.88%) Spark Streaming
5 13 (7.69%) RabbitMQ
6 12 (7.10%) Web Services
7 11 (6.51%) Elastic Stack
8 8 (4.73%) AngularJS
8 8 (4.73%) React
9 7 (4.14%) jQuery
10 6 (3.55%) NumPy
10 6 (3.55%) Pandas
11 5 (2.96%) XML
12 4 (2.37%) CSS
12 4 (2.37%) JSON
12 4 (2.37%) RESTful
12 4 (2.37%) Spring
Miscellaneous
1 29 (17.16%) Computer Science
2 28 (16.57%) Analytical Skills
3 13 (7.69%) User Experience
4 11 (6.51%) Algorithms
5 9 (5.33%) Self-Motivation
6 8 (4.73%) Fintech
7 6 (3.55%) Virtual Team
8 5 (2.96%) Greenfield Project
9 4 (2.37%) Data Structures
9 4 (2.37%) FMCG
10 3 (1.78%) Management Information System
10 3 (1.78%) PKI
11 1 (0.59%) Fixed Income
11 1 (0.59%) Hybrid Cloud
11 1 (0.59%) Public Cloud
Operating Systems
1 49 (28.99%) Linux
2 20 (11.83%) Unix
3 17 (10.06%) Windows
4 1 (0.59%) CentOS
4 1 (0.59%) Red Hat Enterprise Linux
4 1 (0.59%) Windows Server
Processes & Methodologies
1 90 (53.25%) Agile Software Development
2 86 (50.89%) MapReduce
3 71 (42.01%) Analytics
4 60 (35.50%) Scrum
5 59 (34.91%) Data Science
6 46 (27.22%) Machine Learning
7 43 (25.44%) Kanban
8 34 (20.12%) Data Engineering
9 33 (19.53%) ETL
10 25 (14.79%) DevOps
11 24 (14.20%) Visualisation
12 21 (12.43%) Data Analytics
13 20 (11.83%) Continuous Integration
14 19 (11.24%) Business Intelligence
15 17 (10.06%) Low Latency
16 16 (9.47%) Data Ingestion
17 15 (8.88%) Configuration Management
17 15 (8.88%) Data Analysis
17 15 (8.88%) Data Modelling
17 15 (8.88%) Deep Learning
Programming Languages
1 122 (72.19%) Python
2 120 (71.01%) Scala
3 116 (68.64%) Java
4 39 (23.08%) SQL
5 23 (13.61%) Shell Script
6 16 (9.47%) C
7 15 (8.88%) Go
8 14 (8.28%) C#
8 14 (8.28%) JavaScript
9 13 (7.69%) R
10 9 (5.33%) Bash Shell
11 7 (4.14%) Ruby
12 6 (3.55%) Perl
13 4 (2.37%) PL/SQL
14 3 (1.78%) MATLAB
14 3 (1.78%) PHP
15 1 (0.59%) PowerShell
Qualifications
1 22 (13.02%) Degree
2 16 (9.47%) Security Cleared
3 13 (7.69%) DV Cleared
4 12 (7.10%) PhD
5 6 (3.55%) Computer Science Degree
6 3 (1.78%) Master's Degree
6 3 (1.78%) Numerate Degree
7 2 (1.18%) SC Cleared
Quality Assurance & Compliance
1 8 (4.73%) QA
2 7 (4.14%) Data Quality
System Software
1 54 (31.95%) HDFS
2 15 (8.88%) Apache ZooKeeper
3 14 (8.28%) Virtual Machines
4 9 (5.33%) Docker
5 3 (1.78%) Hyper-V
5 3 (1.78%) VMware Infrastructure
Systems Management
1 77 (45.56%) Hadoop YARN
2 72 (42.60%) Oozie
3 18 (10.65%) Kibana
4 12 (7.10%) Puppet
5 8 (4.73%) Mesos
6 5 (2.96%) Kubernetes
7 4 (2.37%) Opscode Chef
7 4 (2.37%) Rundeck
7 4 (2.37%) Terraform
8 3 (1.78%) logstash
9 2 (1.18%) Ansible
9 2 (1.18%) Packer
10 1 (0.59%) Ambari
10 1 (0.59%) Consul
10 1 (0.59%) Salt
Vendors
1 92 (54.44%) Cloudera
2 80 (47.34%) Hortonworks
3 60 (35.50%) MapR
4 43 (25.44%) Databricks
5 21 (12.43%) Oracle
6 11 (6.51%) Microsoft
6 11 (6.51%) Tableau
7 10 (5.92%) Atlassian
8 8 (4.73%) Google
8 8 (4.73%) Informatica
8 8 (4.73%) Talend
9 5 (2.96%) Splunk
10 4 (2.37%) Apple
11 3 (1.78%) Alteryx
11 3 (1.78%) Datameer
11 3 (1.78%) RapidMiner
11 3 (1.78%) Salesforce.com
11 3 (1.78%) SAP
11 3 (1.78%) VMware
12 2 (1.18%) Vertica