Period
to 20 June 2021

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 June 2021 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 Jun 2021
Same period 2020 Same period 2019
Rank 622 553 702
Rank change year-on-year -69 +149 -25
Contract jobs citing Apache Flume 15 20 119
As % of all contract jobs advertised in England 0.030% 0.053% 0.14%
As % of the System Software category 0.21% 0.34% 0.92%
Number of daily rates quoted 5 11 86
10th Percentile £412 £400 £463
25th Percentile £431 £405 £513
Median daily rate (50th Percentile) £440 £525 £525
Median % change year-on-year -16.19% - -4.55%
75th Percentile £450 £650 £618
90th Percentile £585 " £700
UK median daily rate £436 £488 £525
% change year-on-year -10.67% -7.14% -4.55%

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 7,118 5,872 12,888
As % of all contract IT jobs advertised in England 14.32% 15.62% 15.54%
Number of daily rates quoted 4,964 4,035 8,761
10th Percentile £225 £191 £188
25th Percentile £381 £351 £363
Median daily rate (50th Percentile) £500 £475 £475
Median % change year-on-year +5.26% - +5.56%
75th Percentile £576 £575 £575
90th Percentile £669 £643 £638
UK median daily rate £500 £475 £475
% change year-on-year +5.26% - +5.56%
Number of hourly rates quoted 224 252 507
10th Percentile £11.19 £11.13 £11.00
25th Percentile £13.44 £13.00 £13.00
Median hourly rate £19.00 £17.00 £16.62
Median % change year-on-year +11.76% +2.32% +3.84%
75th Percentile £39.50 £22.06 £27.00
90th Percentile £62.10 £47.18 £47.50
UK median hourly rate £20.00 £17.50 £16.74
% change year-on-year +14.29% +4.57% +5.52%

Apache Flume
Job Vacancy Trend in England

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

Job vacancy trend for Apache Flume in England

Apache Flume
Contractor Daily Rate Trend in England

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

Daily rate trend for Apache Flume in England

Apache Flume
Daily Rate Histogram in England

Daily rate distribution for jobs citing Apache Flume in England over the 6 months to 20 June 2021.

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 June 2021. 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
North of England +5 6 £440 -32.31%
London -70 6 £525 -
North West -2 3 £440 -32.31%
Yorkshire - 3 - -
South East -3 2 - - 1
East of England -2 1 - -
Apache Flume
UK

For the 6 months to 20 June 2021, 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 15 (100.00%) Hadoop
1 15 (100.00%) Kafka
2 14 (93.33%) Java
3 12 (80.00%) Python
4 11 (73.33%) Apache Spark
5 10 (66.67%) Impala
5 10 (66.67%) HBase
5 10 (66.67%) Big Data
5 10 (66.67%) Scala
6 7 (46.67%) Cloudera
6 7 (46.67%) Apache Hive
6 7 (46.67%) Apache Cassandra
6 7 (46.67%) NoSQL
6 7 (46.67%) Flink
6 7 (46.67%) DevOps
6 7 (46.67%) Apache NiFi
7 6 (40.00%) Data Pipeline
7 6 (40.00%) SQL
8 5 (33.33%) Data Warehouse
8 5 (33.33%) Data Modelling
8 5 (33.33%) Finance
8 5 (33.33%) MongoDB
8 5 (33.33%) AWS
8 5 (33.33%) Spark Streaming
8 5 (33.33%) Data Engineering
8 5 (33.33%) Performance Tuning
9 4 (26.67%) Analytical Skills
9 4 (26.67%) Amazon DynamoDB
9 4 (26.67%) Data Governance
9 4 (26.67%) Oozie

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 11 (73.33%) Apache Spark
2 4 (26.67%) Apache Airflow
2 4 (26.67%) Apache Pulsar
3 2 (13.33%) Apache Pig
4 1 (6.67%) Apache
4 1 (6.67%) Elasticsearch
Cloud Services
1 5 (33.33%) AWS
2 4 (26.67%) Azure
2 4 (26.67%) GCP
Communications & Networking
1 1 (6.67%) tcpdump
1 1 (6.67%) Wireshark
Database & Business Intelligence
1 15 (100.00%) Hadoop
2 10 (66.67%) Big Data
2 10 (66.67%) HBase
2 10 (66.67%) Impala
3 7 (46.67%) Apache Cassandra
3 7 (46.67%) Apache Hive
3 7 (46.67%) Flink
3 7 (46.67%) NoSQL
4 5 (33.33%) Data Warehouse
4 5 (33.33%) MongoDB
5 4 (26.67%) Amazon Athena
5 4 (26.67%) Amazon DynamoDB
5 4 (26.67%) BigQuery
5 4 (26.67%) Bigtable
5 4 (26.67%) Presto
5 4 (26.67%) Sqoop
6 2 (13.33%) RDBMS
6 2 (13.33%) Relational Database
7 1 (6.67%) Cloudera CDH
7 1 (6.67%) IBM InfoSphere
Development Applications
1 4 (26.67%) Sonatype Nexus
2 3 (20.00%) Git (software)
2 3 (20.00%) IntelliJ
2 3 (20.00%) Maven
2 3 (20.00%) SonarQube
2 3 (20.00%) TeamCity
3 1 (6.67%) Jenkins
General
1 5 (33.33%) Finance
2 4 (26.67%) Analytical Skills
3 3 (20.00%) Banking
4 2 (13.33%) Investment Banking
5 1 (6.67%) Social Skills
5 1 (6.67%) Telecoms
Job Titles
1 4 (26.67%) Architect
1 4 (26.67%) Big Data Architect
1 4 (26.67%) Data Architect
1 4 (26.67%) Data Engineer
2 2 (13.33%) Big Data Developer
2 2 (13.33%) Big Data Engineer
2 2 (13.33%) Developer
2 2 (13.33%) Java Engineer
2 2 (13.33%) Python Engineer
3 1 (6.67%) Hadoop Engineer
3 1 (6.67%) Java Software Engineer
3 1 (6.67%) Software Engineer
Libraries, Frameworks & Software Standards
1 15 (100.00%) Kafka
2 7 (46.67%) Apache NiFi
3 5 (33.33%) Spark Streaming
4 4 (26.67%) PySpark
5 3 (20.00%) Apache Camel
5 3 (20.00%) J2EE
5 3 (20.00%) Middleware
5 3 (20.00%) Protocol Buffers
5 3 (20.00%) RESTful
5 3 (20.00%) SOAP
5 3 (20.00%) XML
6 1 (6.67%) Oracle GoldenGate
Miscellaneous
1 4 (26.67%) iPad
2 3 (20.00%) Equities
Operating Systems
1 4 (26.67%) Unix
2 2 (13.33%) Linux
Processes & Methodologies
1 7 (46.67%) DevOps
2 6 (40.00%) Data Pipeline
3 5 (33.33%) Data Engineering
3 5 (33.33%) Data Modelling
3 5 (33.33%) Performance Tuning
4 4 (26.67%) Analytics
4 4 (26.67%) Data Architecture
4 4 (26.67%) Data Governance
4 4 (26.67%) Data Ingestion
4 4 (26.67%) Dimensional Modelling
4 4 (26.67%) E-Commerce
4 4 (26.67%) Test Automation
5 3 (20.00%) Analytical Thinking
5 3 (20.00%) Low Latency
5 3 (20.00%) Microservices
5 3 (20.00%) Multithreading
6 2 (13.33%) Computer Science
6 2 (13.33%) ETL
6 2 (13.33%) MapReduce
7 1 (6.67%) Migration
Programming Languages
1 14 (93.33%) Java
2 12 (80.00%) Python
3 10 (66.67%) Scala
4 6 (40.00%) SQL
5 4 (26.67%) Shell Script
6 3 (20.00%) XPath
7 1 (6.67%) PL/SQL
Qualifications
1 2 (13.33%) Computer Science Degree
1 2 (13.33%) Degree
1 2 (13.33%) Master's Degree
System Software
1 3 (20.00%) Apache ZooKeeper
2 2 (13.33%) HDFS
Systems Management
1 4 (26.67%) Kubernetes
1 4 (26.67%) Oozie
2 3 (20.00%) Hadoop YARN
3 1 (6.67%) Kibana
3 1 (6.67%) Opscode Chef
Vendors
1 7 (46.67%) Cloudera
2 3 (20.00%) Solace
2 3 (20.00%) StreamSets
2 3 (20.00%) TIBCO
3 2 (13.33%) MapR
3 2 (13.33%) Oracle
4 1 (6.67%) IBM