Period
to 20 November 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 20 November 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
20 Nov 2019
Same period 2018 Same period 2017
Rank 737 744 618
Rank change year-on-year +7 -126 +129
Contract jobs citing Apache Flume 36 116 248
As % of all contract IT jobs advertised in England 0.047% 0.12% 0.26%
As % of the System Software category 0.31% 0.79% 2.07%
Number of daily rates quoted 25 63 191
England median daily rate £525 £575 £550
Median daily rate % change year-on-year -8.70% +4.55% -
10th Percentile £338 £469 £400
90th Percentile £700 £675 £675
UK median daily rate £525 £575 £550
% change year-on-year -8.70% +4.55% -
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 11,792 14,636 11,988
As % of all contract IT jobs advertised in England 15.48% 15.39% 12.74%
Number of daily rates quoted 7,829 9,622 7,856
England median daily rate £450 £451 £425
Median daily rate % change year-on-year -0.11% +6.00% +3.66%
10th Percentile £168 £188 £163
90th Percentile £638 £626 £613
UK median daily rate £450 £450 £425
% change year-on-year - +5.88% +6.25%
Number of hourly rates quoted 603 798 658
England median hourly rate £16.50 £16.00 £16.50
Median hourly rate % change year-on-year +3.13% -3.03% +3.13%
10th Percentile £11.17 £10.50 £10.40
90th Percentile £47.50 £43.75 £47.25
UK median hourly rate £17.00 £16.00 £16.50
% change year-on-year +6.25% -3.03% +3.13%

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 20 November 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 20 November 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
South East +38 13 £556 +1.14%
London +20 11 £575 - 6
North of England +32 7 £360 -37.39% 4
North West +20 5 £353 -38.70% 4
East of England +30 4 £340 -42.13% 4
Yorkshire +37 2 £450 -25.00%
South West - 1 £750 -
Apache Flume
UK

For the 6 months to 20 November 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 35 (97.22%) Hadoop
2 28 (77.78%) Kafka
3 26 (72.22%) Apache Hive
4 21 (58.33%) Big Data
5 19 (52.78%) Sqoop
6 16 (44.44%) Apache Spark
7 15 (41.67%) SQL
7 15 (41.67%) Data Analysis
8 14 (38.89%) Python
8 14 (38.89%) Data Warehouse
8 14 (38.89%) ETL
9 13 (36.11%) MySQL
10 12 (33.33%) Linux
10 12 (33.33%) Data Modelling
10 12 (33.33%) MapReduce
11 11 (30.56%) Microsoft
12 10 (27.78%) Business Intelligence
12 10 (27.78%) Oracle
12 10 (27.78%) JIRA
13 9 (25.00%) Azure
13 9 (25.00%) Pentaho
13 9 (25.00%) Confluence
13 9 (25.00%) HBase
13 9 (25.00%) XML
13 9 (25.00%) JDBC
13 9 (25.00%) Data Ingestion
13 9 (25.00%) Kubernetes
13 9 (25.00%) Relational Database
14 8 (22.22%) HDFS
14 8 (22.22%) Elasticsearch

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 16 (44.44%) Apache Spark
2 9 (25.00%) Confluence
3 8 (22.22%) Elasticsearch
4 6 (16.67%) Apache
4 6 (16.67%) Apache Pig
5 4 (11.11%) SAS
6 1 (2.78%) Apache Airflow
6 1 (2.78%) Apache Solr
6 1 (2.78%) Luigi
Applications
1 1 (2.78%) Microsoft Project
Cloud Services
1 9 (25.00%) Azure
2 7 (19.44%) GCP
3 6 (16.67%) AWS
4 4 (11.11%) Serverless
5 1 (2.78%) Azure Data Factory
5 1 (2.78%) Boomi
5 1 (2.78%) Power Platform
Communications & Networking
1 6 (16.67%) Kerberos
2 4 (11.11%) Multicast
2 4 (11.11%) SSL
Database & Business Intelligence
1 35 (97.22%) Hadoop
2 26 (72.22%) Apache Hive
3 21 (58.33%) Big Data
4 19 (52.78%) Sqoop
5 14 (38.89%) Data Warehouse
6 13 (36.11%) MySQL
7 9 (25.00%) HBase
7 9 (25.00%) Pentaho
7 9 (25.00%) Relational Database
8 7 (19.44%) Apache Cassandra
8 7 (19.44%) Impala
8 7 (19.44%) RDBMS
9 6 (16.67%) MongoDB
9 6 (16.67%) NoSQL
9 6 (16.67%) PowerCenter
10 5 (13.89%) Data Lake
10 5 (13.89%) SQL Server
11 4 (11.11%) PostgreSQL
11 4 (11.11%) SAP Data Services
11 4 (11.11%) SQL Server 2016
Development Applications
1 10 (27.78%) JIRA
2 1 (2.78%) ER Studio
2 1 (2.78%) ERwin
2 1 (2.78%) PowerDesigner
General
1 3 (8.33%) Finance
2 2 (5.56%) Military
3 1 (2.78%) Legal
3 1 (2.78%) Police
3 1 (2.78%) Public Sector
Job Titles
1 13 (36.11%) Data Engineer
2 9 (25.00%) Analyst
2 9 (25.00%) Data Analyst
3 8 (22.22%) Big Data Engineer
4 4 (11.11%) Administrator
4 4 (11.11%) Developer
5 3 (8.33%) Architect
6 2 (5.56%) Business Intelligence Lead
6 2 (5.56%) Data Administrator
6 2 (5.56%) Hadoop Administrator
6 2 (5.56%) Solutions Architect
6 2 (5.56%) Technical Leader
7 1 (2.78%) Big Data Consultant
7 1 (2.78%) Business Intelligence Architect
7 1 (2.78%) Business Intelligence Developer
7 1 (2.78%) Consultant
7 1 (2.78%) Data Consultant
7 1 (2.78%) Senior Business Intelligence Developer
7 1 (2.78%) Senior Developer
7 1 (2.78%) Tableau Architect
Libraries, Frameworks & Software Standards
1 28 (77.78%) Kafka
2 9 (25.00%) JDBC
2 9 (25.00%) XML
3 5 (13.89%) Elastic Stack
4 4 (11.11%) Web Services
5 3 (8.33%) Apache NiFi
5 3 (8.33%) Spark Streaming
6 2 (5.56%) RabbitMQ
6 2 (5.56%) Ultra Messaging
Miscellaneous
1 4 (11.11%) Analytical Skills
1 4 (11.11%) Reference Data
2 2 (5.56%) Clustering
2 2 (5.56%) Management Information System
3 1 (2.78%) Greenfield Project
3 1 (2.78%) Self-Motivation
Operating Systems
1 12 (33.33%) Linux
2 7 (19.44%) Unix
3 5 (13.89%) Red Hat Enterprise Linux
4 3 (8.33%) Windows
5 1 (2.78%) Android
5 1 (2.78%) Apple iOS
5 1 (2.78%) CentOS
5 1 (2.78%) Ubuntu
Processes & Methodologies
1 15 (41.67%) Data Analysis
2 14 (38.89%) ETL
3 12 (33.33%) Data Modelling
3 12 (33.33%) MapReduce
4 10 (27.78%) Business Intelligence
5 9 (25.00%) Data Ingestion
6 8 (22.22%) Data Strategy
7 7 (19.44%) Capacity Planning
8 6 (16.67%) Analytics
9 5 (13.89%) Case Management
9 5 (13.89%) Coaching
9 5 (13.89%) Data Transformation
9 5 (13.89%) Machine Learning
9 5 (13.89%) Mentoring
9 5 (13.89%) Stakeholder Management
9 5 (13.89%) Use Case
9 5 (13.89%) Visualisation
10 4 (11.11%) Agile Software Development
10 4 (11.11%) Data Security
10 4 (11.11%) Software Engineering
Programming Languages
1 15 (41.67%) SQL
2 14 (38.89%) Python
3 8 (22.22%) R
4 7 (19.44%) Java
5 4 (11.11%) C
5 4 (11.11%) C++
5 4 (11.11%) MATLAB
6 3 (8.33%) Perl
7 2 (5.56%) Bash Shell
7 2 (5.56%) PL/SQL
8 1 (2.78%) PHP
8 1 (2.78%) Ruby
8 1 (2.78%) Scala
Qualifications
1 6 (16.67%) SC Cleared
1 6 (16.67%) Security Cleared
2 3 (8.33%) Degree
2 3 (8.33%) Master's Degree
3 1 (2.78%) TOGAF Certification
Quality Assurance & Compliance
1 4 (11.11%) Data Quality
System Software
1 8 (22.22%) HDFS
2 5 (13.89%) Apache ZooKeeper
2 5 (13.89%) Docker
Systems Management
1 9 (25.00%) Kubernetes
2 4 (11.11%) Consul
2 4 (11.11%) Mesos
2 4 (11.11%) Oozie
2 4 (11.11%) Prometheus
3 3 (8.33%) Ansible
3 3 (8.33%) Hadoop YARN
3 3 (8.33%) logstash
4 2 (5.56%) Ambari
4 2 (5.56%) Opscode Chef
4 2 (5.56%) Puppet
Vendors
1 11 (30.56%) Microsoft
2 10 (27.78%) Oracle
3 8 (22.22%) Hortonworks
4 7 (19.44%) Cloudera
4 7 (19.44%) Google
5 6 (16.67%) Informatica
6 5 (13.89%) Red Hat
6 5 (13.89%) SAP
7 4 (11.11%) Splunk
8 3 (8.33%) Talend
9 2 (5.56%) Tableau
10 1 (2.78%) Cognos
10 1 (2.78%) Databricks
10 1 (2.78%) Dell
10 1 (2.78%) IBM
10 1 (2.78%) MicroStrategy
10 1 (2.78%) MuleSoft
10 1 (2.78%) ParAccel
10 1 (2.78%) SnapLogic
10 1 (2.78%) Teradata