Period
to 20 September 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 20 September 2018 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 960 1051 1082
Rank change year-on-year +91 +31 +149
Permanent jobs citing Apache Flume 197 151 183
As % of all permanent IT jobs advertised in the UK 0.12% 0.085% 0.094%
As % of the System Software category 0.80% 0.66% 0.75%
Number of salaries quoted 120 81 129
UK median annual salary £80,000 £65,000 £60,000
Median salary % change year-on-year +23.08% +8.33% -11.11%
10th Percentile £50,875 £45,000 £45,000
90th Percentile £110,000 £95,000 £92,500
UK excluding London median annual salary £72,500 £65,000 £60,000
% change year-on-year +11.54% +8.33% -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 24,674 22,845 24,321
As % of all permanent IT jobs advertised in the UK 14.75% 12.91% 12.46%
Number of salaries quoted 20,146 19,215 20,580
UK median annual salary £49,019 £45,000 £42,500
Median salary % change year-on-year +8.93% +5.88% +6.25%
10th Percentile £24,750 £24,000 £23,000
90th Percentile £81,250 £75,000 £71,250
UK excluding London median annual salary £42,500 £38,500 £37,500
% 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 20 September 2018.

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 20 September 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 +74 189 £77,500 +19.23% 19
London +59 123 £85,000 +30.77% 15
UK excluding London +59 68 £72,500 +11.54% 5
South East +29 43 £45,000 -32.08% 2
East of England +16 17 £72,500 - 1
North of England +21 5 £45,000 -43.75%
Yorkshire +34 4 - -
North West +13 1 £45,000 -43.75%
Scotland -16 1 £46,500 -7.00%
Wales - 1 - - 1
East Midlands - 1 £53,500 - 1
Midlands - 1 £53,500 - 1

For the 6 months to 20 September 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.

1 192 (97.46%) Hadoop
2 178 (90.36%) Big Data
3 161 (81.73%) Apache Hive
4 156 (79.19%) Apache Spark
5 145 (73.60%) Kafka
6 127 (64.47%) Scala
7 126 (63.96%) Python
8 125 (63.45%) Impala
9 116 (58.88%) Java
9 116 (58.88%) HBase
10 97 (49.24%) Cloudera
11 93 (47.21%) Analytics
12 88 (44.67%) MapReduce
13 86 (43.65%) Sqoop
14 84 (42.64%) Agile Software Development
15 79 (40.10%) HDFS
16 78 (39.59%) Amazon AWS
17 77 (39.09%) Linux
18 75 (38.07%) Hadoop YARN
19 73 (37.06%) Hortonworks
20 72 (36.55%) Apache Cassandra
21 68 (34.52%) Data Warehouse
22 64 (32.49%) Machine Learning
22 64 (32.49%) Elasticsearch
23 62 (31.47%) Data Science
23 62 (31.47%) Apache Pig
24 61 (30.96%) NoSQL
25 60 (30.46%) Oozie
26 48 (24.37%) Data Engineering
26 48 (24.37%) SQL

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
1 156 (79.19%) Apache Spark
2 64 (32.49%) Elasticsearch
3 62 (31.47%) Apache Pig
4 21 (10.66%) Apache Solr
5 17 (8.63%) Apache
6 2 (1.02%) SAS
7 1 (0.51%) Confluence
7 1 (0.51%) IIS
7 1 (0.51%) WebSphere
Applications
1 4 (2.03%) Chatbot
2 3 (1.52%) Microsoft Project
3 1 (0.51%) Microsoft Excel
3 1 (0.51%) Microsoft Office
3 1 (0.51%) Microsoft PowerPoint
3 1 (0.51%) MS Visio
Cloud Services
1 78 (39.59%) Amazon AWS
2 25 (12.69%) Microsoft Azure
3 16 (8.12%) Amazon S3
4 12 (6.09%) Amazon EMR
5 10 (5.08%) Amazon Kinesis
6 8 (4.06%) Google Cloud Platform
7 5 (2.54%) Amazon EC2
8 4 (2.03%) Cloud Computing
8 4 (2.03%) Google Analytics
8 4 (2.03%) Serverless
9 2 (1.02%) IaaS
9 2 (1.02%) PaaS
10 1 (0.51%) AWS Lambda
10 1 (0.51%) Cloudflare
10 1 (0.51%) CloudFront
10 1 (0.51%) GitHub
10 1 (0.51%) OpenShift
Communications & Networking
1 2 (1.02%) Kerberos
Database & Business Intelligence
1 192 (97.46%) Hadoop
2 178 (90.36%) Big Data
3 161 (81.73%) Apache Hive
4 125 (63.45%) Impala
5 116 (58.88%) HBase
6 86 (43.65%) Sqoop
7 72 (36.55%) Apache Cassandra
8 68 (34.52%) Data Warehouse
9 61 (30.96%) NoSQL
10 39 (19.80%) Amazon Redshift
11 34 (17.26%) Flink
12 30 (15.23%) MongoDB
12 30 (15.23%) PostgreSQL
13 25 (12.69%) Relational Database
14 22 (11.17%) Couchbase
14 22 (11.17%) CouchDB
15 20 (10.15%) Data Lake
16 18 (9.14%) SQL Server
17 13 (6.60%) MySQL
17 13 (6.60%) RDBMS
Development Applications
1 35 (17.77%) Jenkins
2 32 (16.24%) Git (software)
3 27 (13.71%) TeamCity
4 8 (4.06%) JUnit
5 7 (3.55%) JIRA
6 3 (1.52%) Subversion
6 3 (1.52%) Visual Studio
6 3 (1.52%) Visual Studio Team System
7 2 (1.02%) Gradle
7 2 (1.02%) Maven
8 1 (0.51%) Appium
8 1 (0.51%) Bugzilla
8 1 (0.51%) CircleCI
8 1 (0.51%) Cucumber
8 1 (0.51%) Gerrit
8 1 (0.51%) HP UFT
8 1 (0.51%) Protractor
8 1 (0.51%) Selenium
8 1 (0.51%) Sonatype Nexus
8 1 (0.51%) WebDriver
General
1 18 (9.14%) Marketing
2 17 (8.63%) Games
3 13 (6.60%) Finance
4 9 (4.57%) Military
5 5 (2.54%) Telecoms
6 4 (2.03%) Banking
7 2 (1.02%) Retail
8 1 (0.51%) Automotive
8 1 (0.51%) Investment Banking
8 1 (0.51%) Manufacturing
Job Titles
1 115 (58.38%) Data Engineer
2 107 (54.31%) Big Data Engineer
3 63 (31.98%) Hadoop Engineer
4 45 (22.84%) Senior Data Engineer
5 28 (14.21%) Architect
6 27 (13.71%) Senior Hadoop Engineer
7 25 (12.69%) Data Architect
8 20 (10.15%) Big Data Architect
9 15 (7.61%) Developer
10 13 (6.60%) AWS Engineer
11 12 (6.09%) Big Data Developer
12 11 (5.58%) Software Engineer
13 10 (5.08%) DevOps Engineer
14 9 (4.57%) Games Engineer
14 9 (4.57%) Scrum Master
14 9 (4.57%) Senior Scrum Master
14 9 (4.57%) Senior Software Engineer
14 9 (4.57%) Technical Architect
15 8 (4.06%) Cybersecurity Engineer
15 8 (4.06%) Security Engineer
Libraries, Frameworks & Software Standards
1 145 (73.60%) Kafka
2 32 (16.24%) TensorFlow
3 28 (14.21%) Keras
4 27 (13.71%) MLlib
5 22 (11.17%) .NET
6 20 (10.15%) Akka
7 12 (6.09%) Apache Avro
8 11 (5.58%) Elastic Stack
8 11 (5.58%) Hibernate
8 11 (5.58%) Java EE
8 11 (5.58%) RabbitMQ
8 11 (5.58%) Web Services
9 10 (5.08%) jQuery
9 10 (5.08%) Spark Streaming
9 10 (5.08%) Spring
9 10 (5.08%) Twitter Bootstrap
10 9 (4.57%) Apache Camel
10 9 (4.57%) Middleware
11 5 (2.54%) SciPy
11 5 (2.54%) XML
Miscellaneous
1 29 (14.72%) Computer Science
2 20 (10.15%) Analytical Skills
3 19 (9.64%) User Experience
4 14 (7.11%) Algorithms
4 14 (7.11%) Fintech
5 10 (5.08%) Greenfield Project
5 10 (5.08%) Self-Motivation
6 9 (4.57%) Management Information System
6 9 (4.57%) PKI
7 7 (3.55%) Virtual Team
8 5 (2.54%) Data Structures
9 4 (2.03%) FMCG
9 4 (2.03%) Replication
9 4 (2.03%) Taxonomies
10 3 (1.52%) Public Cloud
11 2 (1.02%) NHS
12 1 (0.51%) Fixed Income
12 1 (0.51%) Hybrid Cloud
Operating Systems
1 77 (39.09%) Linux
2 20 (10.15%) Unix
2 20 (10.15%) Windows
3 3 (1.52%) CentOS
4 2 (1.02%) Windows Server
5 1 (0.51%) Red Hat Enterprise Linux
Processes & Methodologies
1 93 (47.21%) Analytics
2 88 (44.67%) MapReduce
3 84 (42.64%) Agile Software Development
4 64 (32.49%) Machine Learning
5 62 (31.47%) Data Science
6 48 (24.37%) Data Engineering
7 45 (22.84%) ETL
8 39 (19.80%) Scrum
9 30 (15.23%) Continuous Integration
9 30 (15.23%) DevOps
10 28 (14.21%) Deep Learning
11 25 (12.69%) Data Analytics
11 25 (12.69%) Visualisation
12 22 (11.17%) Kanban
12 22 (11.17%) Low Latency
13 20 (10.15%) Business Intelligence
14 19 (9.64%) Data Ingestion
14 19 (9.64%) Operations Research
14 19 (9.64%) SDLC
14 19 (9.64%) Software Delivery
Programming Languages
1 127 (64.47%) Scala
2 126 (63.96%) Python
3 116 (58.88%) Java
4 48 (24.37%) SQL
5 29 (14.72%) C
6 28 (14.21%) Shell Script
7 27 (13.71%) Go
8 16 (8.12%) R
9 15 (7.61%) JavaScript
9 15 (7.61%) Perl
10 13 (6.60%) Bash Shell
11 11 (5.58%) PL/SQL
12 10 (5.08%) C#
12 10 (5.08%) Ruby
13 4 (2.03%) PHP
14 2 (1.02%) Java 8
14 2 (1.02%) PowerShell
15 1 (0.51%) MATLAB
Qualifications
1 27 (13.71%) Security Cleared
2 26 (13.20%) Degree
3 24 (12.18%) DV Cleared
4 13 (6.60%) PhD
5 9 (4.57%) Numerate Degree
6 3 (1.52%) Master's Degree
7 2 (1.02%) SC Cleared
8 1 (0.51%) Computer Science Degree
Quality Assurance & Compliance
1 12 (6.09%) QA
2 10 (5.08%) Data Quality
3 3 (1.52%) GCP
System Software
1 79 (40.10%) HDFS
2 14 (7.11%) Virtual Machines
3 10 (5.08%) Apache ZooKeeper
3 10 (5.08%) Docker
3 10 (5.08%) VMware Infrastructure
4 9 (4.57%) Hyper-V
5 1 (0.51%) vSphere
Systems Management
1 75 (38.07%) Hadoop YARN
2 60 (30.46%) Oozie
3 20 (10.15%) Puppet
4 13 (6.60%) Kibana
5 11 (5.58%) Mesos
6 7 (3.55%) Opscode Chef
7 6 (3.05%) Ansible
8 3 (1.52%) Terraform
9 2 (1.02%) Packer
10 1 (0.51%) Ambari
10 1 (0.51%) Check_MK
10 1 (0.51%) Consul
10 1 (0.51%) Kubernetes
10 1 (0.51%) Nagios
10 1 (0.51%) Rsyslog
10 1 (0.51%) Salt
Vendors
1 97 (49.24%) Cloudera
2 73 (37.06%) Hortonworks
3 40 (20.30%) MapR
4 29 (14.72%) Oracle
5 23 (11.68%) Databricks
6 15 (7.61%) Atlassian
7 14 (7.11%) Informatica
8 12 (6.09%) Microsoft
9 10 (5.08%) VMware
10 9 (4.57%) Google
10 9 (4.57%) Talend
11 8 (4.06%) SAP
12 7 (3.55%) Tableau
13 6 (3.05%) Datameer
14 4 (2.03%) Salesforce.com
15 3 (1.52%) Ab Initio
15 3 (1.52%) Alteryx
15 3 (1.52%) MicroStrategy
15 3 (1.52%) Teradata
16 2 (1.02%) Actian