Period
to 21 July 2019

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Apache Flume skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Flume over the 6 months to 21 July 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Flume
UK > England
6 months to
21 Jul 2019
Same period 2018 Same period 2017
Rank 701 680 643
Rank change year-on-year -21 -37 +128
Contract jobs citing Apache Flume 103 186 192
As % of all contract IT jobs advertised in England 0.12% 0.20% 0.22%
As % of the System Software category 0.79% 1.39% 1.89%
Number of daily rates quoted 74 104 123
England median daily rate £525 £550 £500
Median daily rate % change year-on-year -4.55% +10.00% -0.99%
10th Percentile £463 £418 £350
90th Percentile £700 £668 £648
UK median daily rate £525 £550 £500
% change year-on-year -4.55% +10.00% -0.99%
Number of hourly rates quoted 0 0 1
England median hourly rate - - £35.00
UK median hourly rate - - £35.00

Apache Flume is in the System Software category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for system software skills.

All System Software Skills
England
Contract vacancies with a requirement for system software skills 13,070 13,340 10,152
As % of all contract IT jobs advertised in England 15.52% 14.04% 11.49%
Number of daily rates quoted 8,781 8,699 6,506
England median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £185 £185 £169
90th Percentile £638 £625 £588
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 506 790 616
England median hourly rate £16.95 £16.50 £16.00
Median hourly rate % change year-on-year +2.73% +3.13% +4.92%
10th Percentile £11.13 £11.17 £10.25
90th Percentile £47.50 £46.00 £43.75
UK median hourly rate £17.00 £16.00 £16.00
% change year-on-year +6.25% - +1.59%

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
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache Flume in England.

Contractor daily rate trend for Apache Flume in England

Apache Flume
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Apache Flume in England over the 6 months to 21 July 2019.

Contractor daily rate histogram for Apache Flume in England

Apache Flume
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Flume within the England region over the 6 months to 21 July 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +5 62 £525 -4.55% 9
South East +1 23 £500 -9.09% 1
North of England +8 10 £563 +18.42%
East of England +10 7 £453 +0.56% 2
North West +18 6 £575 +4.55%
North East +25 4 £550 -
South West - 1 £750 - 1
Apache Flume
UK

For the 6 months to 21 July 2019, IT contractor 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 contract job ads across the England region with a requirement for Apache Flume.

1 95 (92.23%) Hadoop
2 89 (86.41%) Big Data
3 85 (82.52%) Kafka
4 80 (77.67%) Apache Spark
5 73 (70.87%) Python
6 64 (62.14%) Apache Hive
7 45 (43.69%) Data Warehouse
8 43 (41.75%) Cloudera
9 42 (40.78%) Linux
10 41 (39.81%) Java
10 41 (39.81%) NoSQL
11 40 (38.83%) Data Modelling
12 38 (36.89%) Agile Software Development
13 35 (33.98%) SQL
14 31 (30.10%) HBase
15 30 (29.13%) Sqoop
15 30 (29.13%) Scala
15 30 (29.13%) Amazon AWS
15 30 (29.13%) Data Lake
16 27 (26.21%) Apache Cassandra
16 27 (26.21%) MySQL
17 25 (24.27%) Talend
17 25 (24.27%) Impala
17 25 (24.27%) Single Customer View
18 24 (23.30%) HDFS
18 24 (23.30%) ETL
19 23 (22.33%) Finance
19 23 (22.33%) Google Cloud Platform
20 22 (21.36%) Amazon Kinesis
20 22 (21.36%) Jenkins

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 80 (77.67%) Apache Spark
2 13 (12.62%) Elasticsearch
3 12 (11.65%) Apache Solr
4 11 (10.68%) Apache Airflow
4 11 (10.68%) Luigi
5 10 (9.71%) Apache Pig
6 9 (8.74%) SAS
7 7 (6.80%) Apache
7 7 (6.80%) Confluence
8 1 (0.97%) Cloud Foundry
Applications
1 2 (1.94%) MS Visio
Cloud Services
1 30 (29.13%) Amazon AWS
2 23 (22.33%) Google Cloud Platform
3 22 (21.36%) Amazon Kinesis
4 20 (19.42%) Amazon S3
5 19 (18.45%) Amazon EMR
6 12 (11.65%) Amazon EC2
6 12 (11.65%) PaaS
6 12 (11.65%) Serverless
7 10 (9.71%) Amazon SQS
7 10 (9.71%) AWS CloudFormation
7 10 (9.71%) Microsoft Azure
8 7 (6.80%) Amazon CloudWatch
9 4 (3.88%) Cloud Computing
10 2 (1.94%) Apigee
10 2 (1.94%) IaaS
10 2 (1.94%) Power Platform
Communications & Networking
1 10 (9.71%) MQTT
2 7 (6.80%) TCP/IP
3 3 (2.91%) Kerberos
3 3 (2.91%) Multicast
3 3 (2.91%) SSL
Database & Business Intelligence
1 95 (92.23%) Hadoop
2 89 (86.41%) Big Data
3 64 (62.14%) Apache Hive
4 45 (43.69%) Data Warehouse
5 41 (39.81%) NoSQL
6 31 (30.10%) HBase
7 30 (29.13%) Data Lake
7 30 (29.13%) Sqoop
8 27 (26.21%) Apache Cassandra
8 27 (26.21%) MySQL
9 25 (24.27%) Impala
10 20 (19.42%) PostgreSQL
11 19 (18.45%) MongoDB
12 16 (15.53%) Amazon Redshift
13 13 (12.62%) Amazon Athena
14 11 (10.68%) Amazon Aurora
14 11 (10.68%) Amazon DynamoDB
14 11 (10.68%) Amazon RDS
14 11 (10.68%) Azkaban
14 11 (10.68%) Flink
Development Applications
1 22 (21.36%) Jenkins
2 10 (9.71%) JIRA
3 7 (6.80%) Atlassian Bamboo
3 7 (6.80%) TeamCity
4 6 (5.83%) Gradle
5 5 (4.85%) Git (software)
5 5 (4.85%) Maven
5 5 (4.85%) Subversion
6 2 (1.94%) Cucumber
6 2 (1.94%) ERwin
6 2 (1.94%) Selenium
6 2 (1.94%) SoapUI
6 2 (1.94%) Visual Studio
General
1 23 (22.33%) Finance
2 5 (4.85%) Legal
2 5 (4.85%) Marketing
3 4 (3.88%) Retail
4 2 (1.94%) Military
5 1 (0.97%) Aerospace
5 1 (0.97%) Banking
5 1 (0.97%) Manufacturing
Job Titles
1 62 (60.19%) Data Engineer
2 43 (41.75%) Big Data Engineer
3 13 (12.62%) DevOps Engineer
4 10 (9.71%) Architect
4 10 (9.71%) Developer
5 9 (8.74%) Solutions Architect
6 6 (5.83%) Big Data Developer
6 6 (5.83%) Hadoop Engineer
7 5 (4.85%) Analyst
7 5 (4.85%) Data Analyst
7 5 (4.85%) Hadoop Developer
8 4 (3.88%) AWS Engineer
8 4 (3.88%) Senior Data Engineer
9 3 (2.91%) Apache Spark Developer
9 3 (2.91%) Big Data Architect
9 3 (2.91%) Data Architect
9 3 (2.91%) Hadoop Architect
9 3 (2.91%) Site Engineer
9 3 (2.91%) Site Reliability Engineer
10 2 (1.94%) Test Engineer
Libraries, Frameworks & Software Standards
1 85 (82.52%) Kafka
2 20 (19.42%) Spark Streaming
3 13 (12.62%) Elastic Stack
4 8 (7.77%) RESTful
5 7 (6.80%) Web Services
6 6 (5.83%) XML
7 5 (4.85%) JDBC
8 4 (3.88%) Apache Avro
9 3 (2.91%) LAMP
9 3 (2.91%) Natural Language Processing
10 2 (1.94%) ODBC
10 2 (1.94%) REST
10 2 (1.94%) SOAP
11 1 (0.97%) .NET
11 1 (0.97%) Apache Camel
11 1 (0.97%) J2EE
11 1 (0.97%) JSON
11 1 (0.97%) RabbitMQ
11 1 (0.97%) TensorFlow
11 1 (0.97%) Ultra Messaging
Miscellaneous
1 7 (6.80%) Analytical Skills
1 7 (6.80%) Self-Motivation
2 4 (3.88%) Management Information System
3 3 (2.91%) Data Structures
4 1 (0.97%) Algorithms
4 1 (0.97%) Client/Server
4 1 (0.97%) Virtual Team
Operating Systems
1 42 (40.78%) Linux
2 18 (17.48%) Unix
3 3 (2.91%) Red Hat Enterprise Linux
3 3 (2.91%) Windows
4 2 (1.94%) Solaris
Processes & Methodologies
1 40 (38.83%) Data Modelling
2 38 (36.89%) Agile Software Development
3 25 (24.27%) Single Customer View
4 24 (23.30%) ETL
5 22 (21.36%) TDD
6 20 (19.42%) MapReduce
7 18 (17.48%) Data Analysis
7 18 (17.48%) Microservices
8 16 (15.53%) Analytics
8 16 (15.53%) DevOps
8 16 (15.53%) Open Source
8 16 (15.53%) Test Automation
9 14 (13.59%) Machine Learning
10 13 (12.62%) Performance Tuning
10 13 (12.62%) Problem-Solving
11 12 (11.65%) BDD
11 12 (11.65%) Business Intelligence
11 12 (11.65%) Data Ingestion
11 12 (11.65%) Data Science
11 12 (11.65%) Scrum
Programming Languages
1 73 (70.87%) Python
2 41 (39.81%) Java
3 35 (33.98%) SQL
4 30 (29.13%) Scala
5 12 (11.65%) R
6 11 (10.68%) Bash Shell
7 8 (7.77%) C
7 8 (7.77%) C++
7 8 (7.77%) Ruby
7 8 (7.77%) Shell Script
8 7 (6.80%) Go
8 7 (6.80%) MATLAB
9 3 (2.91%) Perl
10 1 (0.97%) JavaScript
Qualifications
1 7 (6.80%) SC Cleared
1 7 (6.80%) Security Cleared
2 4 (3.88%) Degree
3 3 (2.91%) PhD
4 2 (1.94%) Master's Degree
5 1 (0.97%) Computer Science Degree
5 1 (0.97%) ISEB
5 1 (0.97%) ISTQB
5 1 (0.97%) SAS Certification
Quality Assurance & Compliance
1 3 (2.91%) GDPR
1 3 (2.91%) QA
2 2 (1.94%) Data Quality
3 1 (0.97%) ISO/IEC 27001
System Software
1 24 (23.30%) HDFS
2 14 (13.59%) Docker
3 4 (3.88%) Apache ZooKeeper
Systems Management
1 18 (17.48%) Hadoop YARN
2 16 (15.53%) Kubernetes
3 11 (10.68%) Ansible
3 11 (10.68%) Oozie
4 8 (7.77%) Puppet
5 7 (6.80%) Terraform
6 6 (5.83%) Mesos
7 3 (2.91%) Consul
7 3 (2.91%) Marathon
7 3 (2.91%) Prometheus
8 1 (0.97%) logstash
8 1 (0.97%) Opscode Chef
Vendors
1 43 (41.75%) Cloudera
2 25 (24.27%) Talend
3 17 (16.50%) Google
4 10 (9.71%) Oracle
4 10 (9.71%) Splunk
5 9 (8.74%) Informatica
5 9 (8.74%) Microsoft
6 8 (7.77%) Hortonworks
7 7 (6.80%) New Relic
8 6 (5.83%) SAP
9 3 (2.91%) Red Hat
9 3 (2.91%) Tableau
9 3 (2.91%) Teradata
10 1 (0.97%) ParAccel