The table below looks at the statistics for Apache Flume skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Apache Flume over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Apache Flume
Rank 791 929 932
Rank change year-on-year
+138 +3
Permanent jobs citing Apache Flume 92 37 47
As % of all permanent IT jobs located in the UK 0.10% 0.034% 0.041%
As % of the System Software category 0.83% 0.30% 0.34%
Number of salaries quoted 75 23 35
Median salary £72,500 £80,000 £60,000
Median salary % change year-on-year
-9.37% +33.33%
90% offered a salary of more than £55,000 £57,500 £56,000
10% offered a salary of more than £95,000 £120,000 £89,000
UK excluding London median salary £55,000 £57,500 £52,500
% change year-on-year
-4.34% +9.52%

The following table is for comparison with the above and provides statistics for the entire System Software category in permanent jobs advertised across the UK.

System Software Category
UK
Permanent IT job ads with a match in the
System Software category
11089 12383 14012
As % of all permanent IT jobs located in the UK 12.40% 11.51% 12.23%
Number of salaries quoted 9186 10411 11796
Median salary £41,500 £42,500 £40,000
Median salary % change year-on-year
-2.35% +6.25%
90% offered a salary of more than £25,000 £25,000 £25,000
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £37,500 £39,500 £37,500
% change year-on-year
-5.06% +5.33%

Apache Flume
Jobs Demand Trend

The demand trend of job ads citing Apache Flume as a proportion of all IT jobs with a match in the System Software category.

Apache Flume Jobs Demand Trend 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 within the UK.

Apache Flume Salary Trend in the UK

Apache Flume
Salary Histogram

This chart provides a salary histogram for IT jobs citing Apache Flume over the 3 months to 4 December 2016 within the UK.

Apache Flume Salary Histogram in the UK

Apache Flume
Top 18 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 3 months to 4 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +148 88 £72,500 -9.37% 10
London +125 69 £75,000 -16.66% 6
South East +84 14 £60,000 -4.00%
Surrey +24 10 £60,000 -4.00%
Staines +13 10 £60,000 -4.00%
City of London - 8 £86,250 - 3
Scotland +35 4 - -
Glasgow - 4 - -
Hampshire - 4 £50,000 -
Yorkshire - 2 £50,000 -
Leeds - 2 £50,000 -
West Yorkshire - 2 £50,000 -
West Midlands -19 1 £50,000 -13.04%
Manchester - 1 £50,000 - 4
Bristol - 1 £70,000 -
Birmingham - 1 £50,000 -
North West - 1 £50,000 - 4
South West - 1 £70,000 -

Apache Flume
Top 30 Related IT Skills

For the 6 months to 4 December 2016, IT jobs citing Apache Flume also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Apache Flume.

1 180 (97.30%) Big Data
2 162 (87.57%) Hadoop
3 153 (82.70%) Java
4 113 (61.08%) Apache Hive
5 112 (60.54%) HBase
6 107 (57.84%) Apache Spark
7 96 (51.89%) MapReduce
8 89 (48.11%) Apache Pig
9 82 (44.32%) Python
10 81 (43.78%) NoSQL
11 77 (41.62%) Linux
12 74 (40.00%) SQL
13 71 (38.38%) MongoDB
14 67 (36.22%) Apache Cassandra
14 67 (36.22%) Oozie
15 66 (35.68%) Analytics
16 58 (31.35%) HDFS
17 56 (30.27%) Amazon AWS
18 54 (29.19%) Business Intelligence
19 53 (28.65%) Agile Software Development
20 52 (28.11%) Finance
20 52 (28.11%) Web Services
21 47 (25.41%) Kafka
22 46 (24.86%) Cloudera
22 46 (24.86%) Sqoop
23 44 (23.78%) Relational Database
23 44 (23.78%) Apache
23 44 (23.78%) ETL
24 43 (23.24%) Open Source
25 42 (22.70%) Data Management

Apache Flume
Top Related 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
1 107 (57.84%) Apache Spark
2 89 (48.11%) Apache Pig
3 44 (23.78%) Apache
4 30 (16.22%) SAS
5 11 (5.95%) Elasticsearch
6 8 (4.32%) Apache Solr
7 7 (3.78%) Cloud Foundry
8 1 (0.54%) Apache Airflow
8 1 (0.54%) Luigi
8 1 (0.54%) nginx
Applications
1 13 (7.03%) SPSS
2 1 (0.54%) Mingle
Business Applications
1 7 (3.78%) SAP Oil and Gas
Cloud Services
1 56 (30.27%) Amazon AWS
2 24 (12.97%) Microsoft Azure
3 21 (11.35%) Cloud Computing
4 15 (8.11%) Amazon EC2
5 12 (6.49%) Amazon EMR
5 12 (6.49%) SaaS
6 11 (5.95%) GitHub
7 10 (5.41%) Google Cloud Platform
7 10 (5.41%) PaaS
8 9 (4.86%) Heroku
8 9 (4.86%) OpenShift
9 7 (3.78%) Google App Engine
10 4 (2.16%) Amazon CloudWatch
10 4 (2.16%) Amazon S3
10 4 (2.16%) IaaS
11 1 (0.54%) Google Compute Engine
11 1 (0.54%) Trello
Communications & Networking
1 3 (1.62%) Kerberos
2 2 (1.08%) Multicast
2 2 (1.08%) SSL
3 1 (0.54%) Internet
Database & Business Intelligence
1 180 (97.30%) Big Data
2 162 (87.57%) Hadoop
3 113 (61.08%) Apache Hive
4 112 (60.54%) HBase
5 81 (43.78%) NoSQL
6 71 (38.38%) MongoDB
7 67 (36.22%) Apache Cassandra
8 46 (24.86%) Sqoop
9 44 (23.78%) Relational Database
10 39 (21.08%) Impala
11 37 (20.00%) SQL Server
12 31 (16.76%) Neo4j
13 27 (14.59%) RDBMS
14 23 (12.43%) Pentaho
14 23 (12.43%) PostgreSQL
15 21 (11.35%) Data Warehouse
16 19 (10.27%) MySQL
17 15 (8.11%) Apache Accumulo
18 13 (7.03%) Triplestore
19 10 (5.41%) Data Mining
Development Applications
1 15 (8.11%) Jenkins
2 11 (5.95%) Git (software)
2 11 (5.95%) Subversion
3 6 (3.24%) Talend Open Studio
4 3 (1.62%) Apache Continuum
5 2 (1.08%) RStudio
6 1 (0.54%) Bugzilla
6 1 (0.54%) Hudson
6 1 (0.54%) JIRA
6 1 (0.54%) Maven
6 1 (0.54%) MSI
6 1 (0.54%) Team Foundation Server
6 1 (0.54%) Vagrant
General
1 52 (28.11%) Finance
2 18 (9.73%) Banking
3 12 (6.49%) Marketing
4 9 (4.86%) Telecoms
5 8 (4.32%) Retail
6 7 (3.78%) Advertising
7 3 (1.62%) Games
7 3 (1.62%) Investment Banking
7 3 (1.62%) Manufacturing
8 2 (1.08%) Electronics
9 1 (0.54%) Automotive
9 1 (0.54%) Corporate Banking
9 1 (0.54%) Financial Institution
9 1 (0.54%) Front Office
Job Titles
1 50 (27.03%) Architect
2 48 (25.95%) Developer
3 40 (21.62%) Big Data Engineer
4 38 (20.54%) Data Architect
5 33 (17.84%) Data Engineer
6 25 (13.51%) Big Data Architect
7 23 (12.43%) Big Data Developer
7 23 (12.43%) Hadoop Developer
8 17 (9.19%) Java Engineer
9 16 (8.65%) Consultant
9 16 (8.65%) Java Architect
10 15 (8.11%) Big Data Consultant
10 15 (8.11%) Data Consultant
10 15 (8.11%) Hadoop Engineer
11 13 (7.03%) Senior Developer
11 13 (7.03%) Solutions Architect
12 12 (6.49%) Administrator
12 12 (6.49%) Java Developer
13 9 (4.86%) Lead Developer
13 9 (4.86%) Technical Leader
Libraries, Frameworks & Software Standards
1 52 (28.11%) Web Services
2 47 (25.41%) Kafka
3 26 (14.05%) .NET
4 14 (7.57%) JMS
5 13 (7.03%) Node.js
6 8 (4.32%) RabbitMQ
7 7 (3.78%) ELK Stack
7 7 (3.78%) Oracle GoldenGate
7 7 (3.78%) REST
8 6 (3.24%) NumPy
8 6 (3.24%) SciPy
9 5 (2.70%) Akka
9 5 (2.70%) Java EE
9 5 (2.70%) LAPP Stack
9 5 (2.70%) Middleware
10 4 (2.16%) SOAP
11 3 (1.62%) OAuth
11 3 (1.62%) Spark Streaming
12 2 (1.08%) RESTful
12 2 (1.08%) Ultra Messaging
Miscellaneous
1 22 (11.89%) Analytical Skills
2 16 (8.65%) Management Information System
3 14 (7.57%) Data Integration
4 12 (6.49%) Computer Science
4 12 (6.49%) Statistics
5 9 (4.86%) Mathematics
6 8 (4.32%) Replication
7 7 (3.78%) Cloud Native
7 7 (3.78%) Data Centre
7 7 (3.78%) Grid Computing
8 6 (3.24%) Fintech
9 5 (2.70%) Physics
10 4 (2.16%) Credit Derivative
10 4 (2.16%) Credit Risk
10 4 (2.16%) Derivative
10 4 (2.16%) Equities
10 4 (2.16%) Foreign Exchange (FX)
10 4 (2.16%) Hybrid Cloud
10 4 (2.16%) Public Cloud
11 2 (1.08%) Social Media
Operating Systems
1 77 (41.62%) Linux
2 15 (8.11%) Unix
3 4 (2.16%) Windows
4 2 (1.08%) CentOS
5 1 (0.54%) Android
Processes & Methodologies
1 96 (51.89%) MapReduce
2 66 (35.68%) Analytics
3 54 (29.19%) Business Intelligence
4 53 (28.65%) Agile Software Development
5 44 (23.78%) ETL
6 43 (23.24%) Open Source
7 42 (22.70%) Data Management
8 27 (14.59%) Data Ingestion
9 26 (14.05%) TDD
10 25 (13.51%) Software Engineering
11 23 (12.43%) Continuous Integration
11 23 (12.43%) Performance Tuning
12 21 (11.35%) Configuration Management
12 21 (11.35%) Data Modelling
13 19 (10.27%) DevOps
14 17 (9.19%) Continuous Delivery
14 17 (9.19%) Technical Architecture
15 16 (8.65%) Mentoring
15 16 (8.65%) Scrum
16 14 (7.57%) Kanban
Programming Languages
1 153 (82.70%) Java
2 82 (44.32%) Python
3 74 (40.00%) SQL
4 35 (18.92%) R
5 31 (16.76%) Scala
5 31 (16.76%) Shell Script
6 22 (11.89%) C#
7 19 (10.27%) C++
7 19 (10.27%) Perl
8 18 (9.73%) PHP
9 12 (6.49%) C
10 11 (5.95%) Ruby
11 8 (4.32%) MATLAB
12 6 (3.24%) Bash Shell
13 4 (2.16%) PL/SQL
14 2 (1.08%) Go
15 1 (0.54%) Clojure
15 1 (0.54%) Erlang
15 1 (0.54%) JavaScript
Qualifications
1 33 (17.84%) Degree
2 7 (3.78%) Postgraduate
2 7 (3.78%) Security Cleared
3 6 (3.24%) DV Cleared
4 5 (2.70%) PhD
Quality Assurance & Compliance
1 7 (3.78%) Data Quality
1 7 (3.78%) SLA
2 2 (1.08%) ISO/IEC 17799
2 2 (1.08%) ISO/IEC 27001
2 2 (1.08%) ISO27002
2 2 (1.08%) PCI DSS
3 1 (0.54%) Basel III
3 1 (0.54%) Dodd-Frank
System Software
1 58 (31.35%) HDFS
2 12 (6.49%) Docker
3 7 (3.78%) Apache ZooKeeper
3 7 (3.78%) Oracle RAC
4 2 (1.08%) etcd
4 2 (1.08%) GPFS
5 1 (0.54%) Virtual Machines
Systems Management
1 67 (36.22%) Oozie
2 21 (11.35%) Puppet
3 20 (10.81%) Hadoop YARN
4 19 (10.27%) Opscode Chef
5 8 (4.32%) Mesos
6 7 (3.78%) Kubernetes
7 5 (2.70%) Ansible
8 4 (2.16%) Ambari
8 4 (2.16%) Kibana
9 3 (1.62%) logstash
10 2 (1.08%) Consul
10 2 (1.08%) MOM
11 1 (0.54%) Nagios
Vendors
1 46 (24.86%) Cloudera
2 31 (16.76%) Oracle
3 25 (13.51%) Hortonworks
4 23 (12.43%) SAP
5 20 (10.81%) Tableau
6 15 (8.11%) TIBCO
7 10 (5.41%) IBM
7 10 (5.41%) Informatica
8 9 (4.86%) Google
8 9 (4.86%) Microsoft
8 9 (4.86%) Splunk
9 8 (4.32%) Hitachi
10 6 (3.24%) MapR
10 6 (3.24%) Talend
11 4 (2.16%) Cognos
11 4 (2.16%) Greenplum
12 3 (1.62%) GoldenSource
12 3 (1.62%) MicroStrategy
12 3 (1.62%) Netezza
12 3 (1.62%) Teradata
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