Period
to 20 October 2019

The following table provides summary statistics for contract job vacancies 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 October 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
6 months to
20 Oct 2019
Same period 2018 Same period 2017
Rank 757 776 654
Rank change year-on-year +19 -122 +112
Contract jobs citing Apache Flume 57 117 239
As % of all contract IT jobs advertised in the UK 0.068% 0.11% 0.24%
As % of the System Software category 0.43% 0.76% 1.97%
Number of daily rates quoted 44 66 179
UK median daily rate £525 £575 £550
Median daily rate % change year-on-year -8.70% +4.55% -
10th Percentile £481 £456 £376
90th Percentile £700 £675 £675
UK excluding London median daily rate £513 £550 £450
% change year-on-year -6.82% +22.22% -18.18%
Number of hourly rates quoted 0 0 1
UK median hourly rate - - £35.00
UK excluding London 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 with a requirement for system software skills.

All System Software Skills
UK
Contract vacancies with a requirement for system software skills 13,166 15,304 12,143
As % of all contract IT jobs advertised in the UK 15.60% 14.95% 12.22%
Number of daily rates quoted 8,683 9,968 7,825
UK median daily rate £450 £450 £425
Median daily rate % change year-on-year - +5.88% +6.25%
10th Percentile £165 £180 £158
90th Percentile £638 £625 £600
UK excluding London median daily rate £413 £400 £375
% change year-on-year +3.13% +6.67% +4.17%
Number of hourly rates quoted 666 889 677
UK median hourly rate £17.00 £16.00 £16.66
Median hourly rate % change year-on-year +6.25% -3.96% +4.13%
10th Percentile £11.17 £10.50 £10.40
90th Percentile £47.38 £43.75 £47.25
UK excluding London median hourly rate £16.00 £15.50 £15.50
% change year-on-year +3.23% - +0.94%

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
Contractor Daily Rate Trend

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

Contractor daily rate trend for Apache Flume in the UK

Apache Flume
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Apache Flume over the 6 months to 20 October 2019.

Contractor daily rate histogram for Apache Flume in the UK

Apache Flume
Top 10 Contract Locations

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 UK over the 6 months to 20 October 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
England +30 55 £525 -8.70% 4
London +45 35 £525 -8.70% 2
UK excluding London +40 22 £513 -6.82% 2
South East +26 12 £600 +9.09% 1
East of England +19 5 £425 -18.07% 1
North of England +45 2 £450 -20.00%
Yorkshire +42 2 £450 -21.74%
Scotland +34 1 £550 +29.41%
Northern Ireland - 1 - -
South West - 1 £750 -

For the 6 months to 20 October 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 with a requirement for Apache Flume.

1 55 (96.49%) Hadoop
2 49 (85.96%) Kafka
3 47 (82.46%) Apache Hive
4 44 (77.19%) Big Data
5 39 (68.42%) Apache Spark
6 36 (63.16%) Python
7 27 (47.37%) Cloudera
8 25 (43.86%) Data Warehouse
9 23 (40.35%) Data Modelling
9 23 (40.35%) Sqoop
10 20 (35.09%) Data Lake
10 20 (35.09%) Linux
11 19 (33.33%) Single Customer View
11 19 (33.33%) Talend
12 17 (29.82%) Finance
13 16 (28.07%) Java
13 16 (28.07%) SQL
14 15 (26.32%) GCP
14 15 (26.32%) Kubernetes
14 15 (26.32%) HDFS
15 14 (24.56%) MySQL
15 14 (24.56%) ETL
15 14 (24.56%) NoSQL
16 13 (22.81%) Google
16 13 (22.81%) HBase
16 13 (22.81%) MapReduce
17 12 (21.05%) Apache Cassandra
17 12 (21.05%) Impala
17 12 (21.05%) AWS
17 12 (21.05%) Microsoft

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 39 (68.42%) Apache Spark
2 7 (12.28%) Elasticsearch
3 6 (10.53%) Apache
3 6 (10.53%) Confluence
3 6 (10.53%) SAS
4 4 (7.02%) Apache Pig
4 4 (7.02%) Apache Solr
5 1 (1.75%) Apache Airflow
5 1 (1.75%) Luigi
5 1 (1.75%) WebSphere
5 1 (1.75%) WebSphere Application Server
5 1 (1.75%) WebSphere Portal
Applications
1 1 (1.75%) Microsoft Project
Cloud Services
1 15 (26.32%) GCP
2 12 (21.05%) AWS
3 10 (17.54%) Azure
3 10 (17.54%) Serverless
4 4 (7.02%) Amazon CloudWatch
4 4 (7.02%) Amazon Kinesis
5 2 (3.51%) Amazon EMR
5 2 (3.51%) Amazon S3
5 2 (3.51%) Cloud Computing
6 1 (1.75%) GitHub
Communications & Networking
1 6 (10.53%) Kerberos
2 4 (7.02%) Multicast
2 4 (7.02%) SSL
2 4 (7.02%) TCP/IP
3 1 (1.75%) HTTP
Database & Business Intelligence
1 55 (96.49%) Hadoop
2 47 (82.46%) Apache Hive
3 44 (77.19%) Big Data
4 25 (43.86%) Data Warehouse
5 23 (40.35%) Sqoop
6 20 (35.09%) Data Lake
7 14 (24.56%) MySQL
7 14 (24.56%) NoSQL
8 13 (22.81%) HBase
9 12 (21.05%) Apache Cassandra
9 12 (21.05%) Impala
10 10 (17.54%) MongoDB
11 7 (12.28%) PostgreSQL
11 7 (12.28%) SQL Server
12 6 (10.53%) BigQuery
12 6 (10.53%) PowerCenter
13 5 (8.77%) Pentaho
13 5 (8.77%) Relational Database
13 5 (8.77%) SAP Data Services
14 4 (7.02%) Data Mart
Development Applications
1 8 (14.04%) JIRA
2 5 (8.77%) Jenkins
3 4 (7.02%) Atlassian Bamboo
3 4 (7.02%) TeamCity
4 1 (1.75%) Bitbucket
4 1 (1.75%) Git (software)
4 1 (1.75%) Subversion
General
1 17 (29.82%) Finance
2 4 (7.02%) Legal
3 2 (3.51%) Military
3 2 (3.51%) Retail
4 1 (1.75%) Banking
4 1 (1.75%) Police
Job Titles
1 32 (56.14%) Data Engineer
2 25 (43.86%) Big Data Engineer
3 5 (8.77%) Analyst
3 5 (8.77%) Architect
3 5 (8.77%) Data Analyst
4 4 (7.02%) Administrator
4 4 (7.02%) Developer
4 4 (7.02%) DevOps Engineer
4 4 (7.02%) Solutions Architect
5 3 (5.26%) Designer
6 2 (3.51%) Data Administrator
6 2 (3.51%) Hadoop Administrator
7 1 (1.75%) Analyst Developer
7 1 (1.75%) Data Consultant
7 1 (1.75%) Data Warehouse Developer
7 1 (1.75%) Server Specialist
7 1 (1.75%) Solutions Analyst
7 1 (1.75%) Technical Leader
7 1 (1.75%) Technical Specialist
7 1 (1.75%) WebSphere Technical Specialist
Libraries, Frameworks & Software Standards
1 49 (85.96%) Kafka
2 9 (15.79%) Elastic Stack
3 6 (10.53%) Spark Streaming
3 6 (10.53%) Web Services
4 5 (8.77%) JDBC
4 5 (8.77%) XML
5 4 (7.02%) RESTful
6 3 (5.26%) Apache NiFi
7 2 (3.51%) LAMP
7 2 (3.51%) RabbitMQ
7 2 (3.51%) Ultra Messaging
8 1 (1.75%) J2EE
Miscellaneous
1 4 (7.02%) Analytical Skills
2 2 (3.51%) Clustering
2 2 (3.51%) Data Structures
2 2 (3.51%) Management Information System
3 1 (1.75%) DataPower
3 1 (1.75%) Greenfield Project
3 1 (1.75%) Self-Motivation
Operating Systems
1 20 (35.09%) Linux
2 10 (17.54%) Unix
3 6 (10.53%) Red Hat Enterprise Linux
4 2 (3.51%) Windows
5 1 (1.75%) AIX
5 1 (1.75%) Android
5 1 (1.75%) Apple iOS
5 1 (1.75%) CentOS
5 1 (1.75%) Solaris
5 1 (1.75%) Ubuntu
Processes & Methodologies
1 23 (40.35%) Data Modelling
2 19 (33.33%) Single Customer View
3 14 (24.56%) ETL
4 13 (22.81%) MapReduce
5 11 (19.30%) Business Intelligence
5 11 (19.30%) Data Ingestion
5 11 (19.30%) Microservices
6 10 (17.54%) Data Analysis
7 9 (15.79%) Machine Learning
8 8 (14.04%) Performance Tuning
9 7 (12.28%) Capacity Planning
10 6 (10.53%) Agile Software Development
10 6 (10.53%) Configuration Management
10 6 (10.53%) Data Visualisation
10 6 (10.53%) Software Engineering
10 6 (10.53%) Visualisation
11 5 (8.77%) Analytics
11 5 (8.77%) Data Security
11 5 (8.77%) Data Transformation
11 5 (8.77%) Stakeholder Management
Programming Languages
1 36 (63.16%) Python
2 16 (28.07%) Java
2 16 (28.07%) SQL
3 10 (17.54%) R
4 6 (10.53%) C
4 6 (10.53%) C++
4 6 (10.53%) MATLAB
5 5 (8.77%) Bash Shell
5 5 (8.77%) Ruby
6 4 (7.02%) Go
6 4 (7.02%) Scala
7 3 (5.26%) Perl
7 3 (5.26%) Shell Script
8 1 (1.75%) PHP
8 1 (1.75%) PL/SQL
Qualifications
1 7 (12.28%) SC Cleared
1 7 (12.28%) Security Cleared
2 3 (5.26%) Degree
2 3 (5.26%) Master's Degree
3 1 (1.75%) TOGAF Certification
System Software
1 15 (26.32%) HDFS
2 9 (15.79%) Docker
3 5 (8.77%) Apache ZooKeeper
Systems Management
1 15 (26.32%) Kubernetes
2 8 (14.04%) Ansible
2 8 (14.04%) Hadoop YARN
3 6 (10.53%) Puppet
4 4 (7.02%) Consul
4 4 (7.02%) Mesos
4 4 (7.02%) Oozie
4 4 (7.02%) Prometheus
4 4 (7.02%) Terraform
5 3 (5.26%) logstash
6 2 (3.51%) Ambari
6 2 (3.51%) Opscode Chef
Vendors
1 27 (47.37%) Cloudera
2 19 (33.33%) Talend
3 13 (22.81%) Google
4 12 (21.05%) Microsoft
5 8 (14.04%) Hortonworks
5 8 (14.04%) Informatica
5 8 (14.04%) Oracle
5 8 (14.04%) Splunk
6 5 (8.77%) Red Hat
6 5 (8.77%) SAP
7 4 (7.02%) New Relic
8 2 (3.51%) Teradata
9 1 (1.75%) IBM
9 1 (1.75%) ParAccel
9 1 (1.75%) Sybase
9 1 (1.75%) Tableau