Period
to 22 August 2019

The following table provides summary statistics for contract job vacancies advertised in London 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 22 August 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
England > London
6 months to
22 Aug 2019
Same period 2018 Same period 2017
Rank 521 541 487
Rank change year-on-year +20 -54 +50
Contract jobs citing Apache Flume 49 87 117
As % of all contract IT jobs advertised in London 0.12% 0.19% 0.27%
As % of the System Software category 0.80% 1.29% 2.39%
Number of daily rates quoted 41 49 88
London median daily rate £550 £550 £550
10th Percentile £513 £475 £404
90th Percentile £700 £678 £683
England median daily rate £525 £550 £500
% change year-on-year -4.55% +10.00% -1.96%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England 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 London with a requirement for system software skills.

All System Software Skills
London
Contract vacancies with a requirement for system software skills 6,117 6,720 4,894
As % of all contract IT jobs advertised in London 15.54% 14.79% 11.42%
Number of daily rates quoted 4,461 4,902 3,439
London median daily rate £513 £500 £475
Median daily rate % change year-on-year +2.50% +5.26% +5.56%
10th Percentile £200 £200 £191
90th Percentile £675 £650 £630
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +3.66%
Number of hourly rates quoted 106 146 127
London median hourly rate £21.00 £19.25 £21.00
Median hourly rate % change year-on-year +9.09% -8.33% +40.00%
10th Percentile £12.76 £13.12 £12.88
90th Percentile £50.00 £47.83 £50.00
England median hourly rate £16.62 £16.50 £16.00
% change year-on-year +0.70% +3.13% +0.47%

Apache Flume
Job Vacancy Trend in London

Job postings citing Apache Flume as a percentage of all IT jobs advertised in London.

Job vacancy trend for Apache Flume in London

Apache Flume
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Apache Flume in London

Apache Flume
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Apache Flume in London over the 6 months to 22 August 2019.

Contractor daily rate histogram for Apache Flume in London

Apache Flume
Contract Job Locations in London

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 London region over the 6 months to 22 August 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
Central London +28 21 £525 -4.55%
West London +21 3 £483 -12.27% 2
North London - 1 - -
Apache Flume
England

For the 6 months to 22 August 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 London region with a requirement for Apache Flume.

1 47 (95.92%) Kafka
2 46 (93.88%) Hadoop
3 43 (87.76%) Big Data
4 40 (81.63%) Apache Spark
4 40 (81.63%) Python
5 39 (79.59%) Apache Hive
6 29 (59.18%) Cloudera
7 23 (46.94%) GCP
7 23 (46.94%) Data Warehouse
8 22 (44.90%) Data Modelling
9 20 (40.82%) Linux
9 20 (40.82%) Talend
9 20 (40.82%) Data Lake
9 20 (40.82%) Single Customer View
10 19 (38.78%) Finance
11 18 (36.73%) Google
12 17 (34.69%) Java
12 17 (34.69%) NoSQL
13 16 (32.65%) Apache Cassandra
13 16 (32.65%) AWS
14 15 (30.61%) HBase
14 15 (30.61%) Microservices
15 13 (26.53%) Sqoop
16 12 (24.49%) DevOps
16 12 (24.49%) Impala
16 12 (24.49%) Machine Learning
16 12 (24.49%) Serverless
16 12 (24.49%) Kubernetes
17 11 (22.45%) MongoDB
17 11 (22.45%) HDFS

Apache Flume
Co-occurring IT Skills in London 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 40 (81.63%) Apache Spark
2 8 (16.33%) Apache Solr
2 8 (16.33%) Elasticsearch
2 8 (16.33%) SAS
3 1 (2.04%) Apache
3 1 (2.04%) Apache Pig
Applications
1 2 (4.08%) MS Visio
Cloud Services
1 23 (46.94%) GCP
2 16 (32.65%) AWS
3 12 (24.49%) Serverless
4 7 (14.29%) Amazon Kinesis
5 6 (12.24%) Amazon CloudWatch
5 6 (12.24%) Azure
6 4 (8.16%) Amazon EMR
6 4 (8.16%) Amazon S3
7 3 (6.12%) Cloud Computing
8 1 (2.04%) IaaS
8 1 (2.04%) PaaS
Communications & Networking
1 6 (12.24%) TCP/IP
Database & Business Intelligence
1 46 (93.88%) Hadoop
2 43 (87.76%) Big Data
3 39 (79.59%) Apache Hive
4 23 (46.94%) Data Warehouse
5 20 (40.82%) Data Lake
6 17 (34.69%) NoSQL
7 16 (32.65%) Apache Cassandra
8 15 (30.61%) HBase
9 13 (26.53%) Sqoop
10 12 (24.49%) Impala
11 11 (22.45%) MongoDB
11 11 (22.45%) MySQL
12 8 (16.33%) Flink
12 8 (16.33%) PostgreSQL
13 6 (12.24%) BigQuery
14 4 (8.16%) OLAP
15 3 (6.12%) Data Mining
15 3 (6.12%) OLTP
15 3 (6.12%) Oracle OLAP
15 3 (6.12%) SQL Server
Development Applications
1 6 (12.24%) Atlassian Bamboo
1 6 (12.24%) Jenkins
1 6 (12.24%) TeamCity
2 2 (4.08%) ERwin
General
1 19 (38.78%) Finance
2 4 (8.16%) Legal
3 3 (6.12%) Retail
4 1 (2.04%) Aerospace
4 1 (2.04%) Manufacturing
4 1 (2.04%) Marketing
Job Titles
1 26 (53.06%) Big Data Engineer
1 26 (53.06%) Data Engineer
2 12 (24.49%) DevOps Engineer
3 7 (14.29%) Architect
4 6 (12.24%) Solutions Architect
5 2 (4.08%) AWS DevOps
5 2 (4.08%) AWS DevOps Engineer
5 2 (4.08%) AWS Engineer
5 2 (4.08%) Data Scientist
5 2 (4.08%) Developer
5 2 (4.08%) Site Engineer
5 2 (4.08%) Site Reliability Engineer
6 1 (2.04%) AWS Architect
6 1 (2.04%) Business Intelligence Architect
6 1 (2.04%) Data Architect
6 1 (2.04%) Tableau Architect
Libraries, Frameworks & Software Standards
1 47 (95.92%) Kafka
2 9 (18.37%) Elastic Stack
3 8 (16.33%) Spark Streaming
4 7 (14.29%) RESTful
4 7 (14.29%) Web Services
5 3 (6.12%) LAMP
5 3 (6.12%) Natural Language Processing
6 1 (2.04%) Apache Avro
6 1 (2.04%) Caffe
6 1 (2.04%) JSON
6 1 (2.04%) Keras
6 1 (2.04%) MXNet
6 1 (2.04%) TensorFlow
6 1 (2.04%) Torch
6 1 (2.04%) XML
Miscellaneous
1 3 (6.12%) Data Structures
2 2 (4.08%) Analytical Skills
3 1 (2.04%) Algorithms
3 1 (2.04%) Virtual Team
Operating Systems
1 20 (40.82%) Linux
2 10 (20.41%) Unix
3 3 (6.12%) Windows
4 2 (4.08%) Solaris
5 1 (2.04%) Android
5 1 (2.04%) Apple iOS
Processes & Methodologies
1 22 (44.90%) Data Modelling
2 20 (40.82%) Single Customer View
3 15 (30.61%) Microservices
4 12 (24.49%) DevOps
4 12 (24.49%) Machine Learning
5 11 (22.45%) ETL
6 10 (20.41%) Performance Tuning
7 9 (18.37%) Agile Software Development
7 9 (18.37%) MapReduce
8 8 (16.33%) Data Ingestion
8 8 (16.33%) Data Science
8 8 (16.33%) Data Visualisation
8 8 (16.33%) Visualisation
9 7 (14.29%) BDD
9 7 (14.29%) Continuous Delivery
9 7 (14.29%) TDD
10 6 (12.24%) Business Intelligence
10 6 (12.24%) Configuration Management
10 6 (12.24%) Software Engineering
10 6 (12.24%) Technical Architecture
Programming Languages
1 40 (81.63%) Python
2 17 (34.69%) Java
3 10 (20.41%) R
4 9 (18.37%) C
4 9 (18.37%) C++
4 9 (18.37%) Scala
4 9 (18.37%) SQL
5 8 (16.33%) Bash Shell
5 8 (16.33%) MATLAB
6 6 (12.24%) Go
6 6 (12.24%) Ruby
7 3 (6.12%) Shell Script
8 2 (4.08%) Perl
Qualifications
1 3 (6.12%) PhD
2 1 (2.04%) Degree
2 1 (2.04%) TOGAF Certification
Quality Assurance & Compliance
1 1 (2.04%) GDPR
System Software
1 11 (22.45%) HDFS
2 9 (18.37%) Docker
Systems Management
1 12 (24.49%) Kubernetes
2 11 (22.45%) Hadoop YARN
3 8 (16.33%) Ansible
4 6 (12.24%) Puppet
4 6 (12.24%) Terraform
5 3 (6.12%) Marathon
5 3 (6.12%) Mesos
6 1 (2.04%) Oozie
Vendors
1 29 (59.18%) Cloudera
2 20 (40.82%) Talend
3 18 (36.73%) Google
4 6 (12.24%) Microsoft
4 6 (12.24%) New Relic
4 6 (12.24%) Splunk
5 3 (6.12%) Informatica
5 3 (6.12%) Oracle
5 3 (6.12%) Teradata
6 2 (4.08%) Hortonworks
7 1 (2.04%) Tableau