Period
to 28 May 2020

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 28 May 2020 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
28 May 2020
Same period 2019 Same period 2018
Rank 587 696 694
Rank change year-on-year +109 -2 +5
Contract jobs citing Apache Flume 26 145 214
As % of all contract jobs advertised in the UK 0.056% 0.16% 0.21%
As % of the System Software category 0.36% 1.03% 1.58%
Number of daily rates quoted 16 99 130
Median daily rate £538 £525 £550
Median daily rate % change year-on-year +2.38% -4.55% +10.00%
10th Percentile £400 £463 £425
90th Percentile £650 £690 £639
UK excluding London median daily rate £550 £525 £550
% change year-on-year +4.76% -4.55% +37.33%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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 7,305 14,033 13,519
As % of all contract IT jobs advertised in the UK 15.60% 15.46% 13.41%
Number of daily rates quoted 4,682 9,336 8,747
Median daily rate £463 £475 £450
Median daily rate % change year-on-year -2.63% +5.56% +7.14%
10th Percentile £181 £180 £185
90th Percentile £638 £638 £625
UK excluding London median daily rate £425 £425 £400
% change year-on-year - +6.25% +6.67%
Number of hourly rates quoted 424 602 790
Median hourly rate £19.00 £16.67 £15.86
Median hourly rate % change year-on-year +13.99% +5.09% -0.88%
10th Percentile £11.57 £11.01 £10.75
90th Percentile £52.50 £47.67 £45.87
Median hourly rate £17.50 £15.50 £15.20
% change year-on-year +12.90% +1.97% -1.94%

Apache Flume
Job Vacancy Trend

Job postings citing Apache Flume as a proportion of all IT jobs advertised.

Job vacancy trend for Apache Flume in the UK

Apache Flume
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Apache Flume.

Daily rate trend for Apache Flume in the UK

Apache Flume
Daily Rate Histogram

Daily rate distribution for jobs citing Apache Flume over the 6 months to 28 May 2020.

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 28 May 2020. 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 +130 24 £575 +9.52%
UK excluding London +133 15 £550 +4.76%
London +118 8 £538 +2.38%
East of England +57 7 £428 -16.99%
North of England +83 5 £650 +15.56%
North West +54 5 £650 +10.64%
South East +109 2 - -
Work from Home - 2 £650 -
Midlands +75 1 - -
East Midlands +49 1 - -

For the 6 months to 28 May 2020, 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 23 (88.46%) Hadoop
2 21 (80.77%) Kafka
3 17 (65.38%) ETL
4 16 (61.54%) Data Warehouse
5 15 (57.69%) Relational Database
6 14 (53.85%) Oracle
6 14 (53.85%) Apache Spark
7 13 (50.00%) Data Modelling
8 12 (46.15%) RDBMS
8 12 (46.15%) Big Data
9 11 (42.31%) Pentaho
9 11 (42.31%) Confluence
9 11 (42.31%) MySQL
9 11 (42.31%) JDBC
9 11 (42.31%) XML
9 11 (42.31%) Data Analysis
9 11 (42.31%) JIRA
9 11 (42.31%) HDFS
9 11 (42.31%) Data Strategy
10 10 (38.46%) Data Security
10 10 (38.46%) Apache Hive
11 9 (34.62%) AWS
11 9 (34.62%) Python
11 9 (34.62%) Mentoring
11 9 (34.62%) Coaching
12 8 (30.77%) DevOps
12 8 (30.77%) Requirements Gathering
12 8 (30.77%) Reference Data
12 8 (30.77%) NoSQL
12 8 (30.77%) Data Quality

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 14 (53.85%) Apache Spark
2 11 (42.31%) Confluence
3 5 (19.23%) Apache Pig
4 3 (11.54%) Apache Airflow
4 3 (11.54%) Apache Pulsar
4 3 (11.54%) Elasticsearch
4 3 (11.54%) Oracle Workflow
5 1 (3.85%) Apache
5 1 (3.85%) Apache Solr
5 1 (3.85%) SAS
Cloud Services
1 9 (34.62%) AWS
2 6 (23.08%) Amazon Kinesis
3 5 (19.23%) Serverless
4 3 (11.54%) AWS Lambda
5 2 (7.69%) Amazon CloudWatch
5 2 (7.69%) Amazon EC2
5 2 (7.69%) Amazon S3
5 2 (7.69%) AWS CloudTrail
5 2 (7.69%) GCP
5 2 (7.69%) Virtual Private Cloud
6 1 (3.85%) Azure
6 1 (3.85%) Cloud Computing
Communications & Networking
1 5 (19.23%) Kerberos
2 2 (7.69%) TCP/IP
Database & Business Intelligence
1 23 (88.46%) Hadoop
2 16 (61.54%) Data Warehouse
3 15 (57.69%) Relational Database
4 12 (46.15%) Big Data
4 12 (46.15%) RDBMS
5 11 (42.31%) MySQL
5 11 (42.31%) Pentaho
6 10 (38.46%) Apache Hive
7 8 (30.77%) HBase
7 8 (30.77%) NoSQL
8 6 (23.08%) Impala
9 4 (15.38%) Amazon Aurora
9 4 (15.38%) Apache Cassandra
9 4 (15.38%) MongoDB
9 4 (15.38%) Sqoop
10 3 (11.54%) Amazon Athena
10 3 (11.54%) Amazon RDS
10 3 (11.54%) Data Mart
10 3 (11.54%) PowerCenter
10 3 (11.54%) SAP Data Services
Development Applications
1 11 (42.31%) JIRA
2 5 (19.23%) Jenkins
3 2 (7.69%) Atlassian Bamboo
3 2 (7.69%) Sonatype Nexus
3 2 (7.69%) TeamCity
4 1 (3.85%) Git (software)
4 1 (3.85%) JUnit
4 1 (3.85%) SonarQube
General
1 2 (7.69%) Public Sector
2 1 (3.85%) Banking
2 1 (3.85%) Retail
Job Titles
1 9 (34.62%) Analyst
1 9 (34.62%) Data Analyst
2 6 (23.08%) Architect
3 4 (15.38%) Data Engineer
3 4 (15.38%) Developer
4 3 (11.54%) AWS DevOps
4 3 (11.54%) AWS Engineer
4 3 (11.54%) Big Data Architect
4 3 (11.54%) Cloud Architect
4 3 (11.54%) Data Architect
4 3 (11.54%) DevOps Architect
4 3 (11.54%) DevOps Engineer
4 3 (11.54%) Hadoop Architect
4 3 (11.54%) Hadoop Developer
5 2 (7.69%) AWS DevOps Engineer
5 2 (7.69%) Big Data Developer
6 1 (3.85%) Angular Developer
6 1 (3.85%) AWS Architect
6 1 (3.85%) Data Analytics Engineer
6 1 (3.85%) Python Engineer
Libraries, Frameworks & Software Standards
1 21 (80.77%) Kafka
2 11 (42.31%) JDBC
2 11 (42.31%) XML
3 4 (15.38%) Apache NiFi
3 4 (15.38%) PySpark
4 3 (11.54%) Elastic Stack
5 2 (7.69%) RabbitMQ
5 2 (7.69%) RESTful
5 2 (7.69%) Spark Streaming
5 2 (7.69%) Web Services
6 1 (3.85%) Ajax
6 1 (3.85%) AngularJS
6 1 (3.85%) CSS
6 1 (3.85%) HTML
6 1 (3.85%) jQuery
6 1 (3.85%) Node.js
6 1 (3.85%) NumPy
6 1 (3.85%) Sass
6 1 (3.85%) Spring
6 1 (3.85%) Twitter Bootstrap
Miscellaneous
1 8 (30.77%) Reference Data
2 2 (7.69%) Analytical Skills
3 1 (3.85%) Cloud Native
3 1 (3.85%) Hedge funds
3 1 (3.85%) Public Cloud
3 1 (3.85%) Self-Motivation
Operating Systems
1 6 (23.08%) Linux
2 4 (15.38%) Unix
Processes & Methodologies
1 17 (65.38%) ETL
2 13 (50.00%) Data Modelling
3 11 (42.31%) Data Analysis
3 11 (42.31%) Data Strategy
4 10 (38.46%) Data Security
5 9 (34.62%) Coaching
5 9 (34.62%) Mentoring
6 8 (30.77%) DevOps
6 8 (30.77%) Requirements Gathering
7 6 (23.08%) Migration
8 5 (19.23%) Analytics
8 5 (19.23%) Data Management
8 5 (19.23%) MapReduce
9 4 (15.38%) Agile Software Development
9 4 (15.38%) Business Intelligence
10 3 (11.54%) Continuous Integration
10 3 (11.54%) Dimensional Modelling
10 3 (11.54%) Informatics
10 3 (11.54%) Scrum
10 3 (11.54%) Workflow
Programming Languages
1 9 (34.62%) Python
2 6 (23.08%) SQL
3 5 (19.23%) Java
4 3 (11.54%) Ruby
4 3 (11.54%) Scala
4 3 (11.54%) Shell Script
5 2 (7.69%) Go
5 2 (7.69%) JavaScript
6 1 (3.85%) Java 8
6 1 (3.85%) R
Qualifications
1 7 (26.92%) SC Cleared
1 7 (26.92%) Security Cleared
2 1 (3.85%) Computer Science Degree
2 1 (3.85%) Degree
Quality Assurance & Compliance
1 8 (30.77%) Data Quality
2 2 (7.69%) SLA
System Software
1 11 (42.31%) HDFS
2 4 (15.38%) Apache ZooKeeper
3 3 (11.54%) Docker
Systems Management
1 5 (19.23%) Oozie
2 3 (11.54%) Kubernetes
3 2 (7.69%) Ansible
3 2 (7.69%) Puppet
3 2 (7.69%) Terraform
4 1 (3.85%) Ambari
4 1 (3.85%) Opscode Chef
Vendors
1 14 (53.85%) Oracle
2 4 (15.38%) Cloudera
3 3 (11.54%) SAP
3 3 (11.54%) Splunk
4 2 (7.69%) Google
4 2 (7.69%) New Relic
5 1 (3.85%) Hortonworks
5 1 (3.85%) IBM