Period
to 29 January 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 29 January 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
29 Jan 2020
Same period 2019 Same period 2018
Rank 718 749 625
Rank change year-on-year +31 -124 +93
Contract jobs citing Apache Flume 33 134 254
As % of all contract IT jobs advertised in the UK 0.046% 0.13% 0.25%
As % of the System Software category 0.30% 0.88% 1.98%
Number of daily rates quoted 21 79 197
UK median daily rate £450 £550 £575
Median daily rate % change year-on-year -18.18% -4.35% +4.55%
10th Percentile £338 £476 £404
90th Percentile £700 £675 £675
UK excluding London median daily rate £360 £538 £575
% change year-on-year -33.02% -6.52% +9.52%
Number of hourly rates quoted 0 0 0
UK 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 11,170 15,279 12,803
As % of all contract IT jobs advertised in the UK 15.56% 15.36% 12.81%
Number of daily rates quoted 7,325 10,063 8,333
UK median daily rate £450 £465 £425
Median daily rate % change year-on-year -3.23% +9.41% +4.94%
10th Percentile £163 £180 £160
90th Percentile £638 £638 £620
UK excluding London median daily rate £420 £420 £375
% change year-on-year - +12.00% +7.14%
Number of hourly rates quoted 664 795 706
UK median hourly rate £17.25 £16.00 £16.19
Median hourly rate % change year-on-year +7.81% -1.16% +1.17%
10th Percentile £11.41 £10.50 £10.40
90th Percentile £48.39 £45.05 £45.63
UK excluding London median hourly rate £16.50 £15.37 £15.00
% change year-on-year +7.35% +2.47% -

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 29 January 2020.

Contractor daily rate histogram for Apache Flume in the UK

Apache Flume
Top 8 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 29 January 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 +43 31 £450 -18.18% 15
UK excluding London +75 21 £360 -33.02% 7
London +37 10 £613 +6.52% 8
North of England +32 10 £360 -36.00%
North West +25 8 £360 -48.57%
South East +80 6 £513 -4.65%
East of England +32 5 £340 -38.18% 7
Yorkshire +54 2 £450 -28.00%

For the 6 months to 29 January 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 31 (93.94%) Hadoop
2 27 (81.82%) Kafka
3 23 (69.70%) ETL
4 19 (57.58%) Data Warehouse
4 19 (57.58%) Oracle
5 18 (54.55%) MySQL
5 18 (54.55%) Data Analysis
5 18 (54.55%) Relational Database
6 16 (48.48%) JIRA
6 16 (48.48%) Apache Hive
6 16 (48.48%) Data Modelling
7 15 (45.45%) XML
7 15 (45.45%) JDBC
7 15 (45.45%) Confluence
7 15 (45.45%) Pentaho
8 14 (42.42%) RDBMS
8 14 (42.42%) Data Strategy
9 12 (36.36%) SQL
10 11 (33.33%) Big Data
10 11 (33.33%) MapReduce
10 11 (33.33%) Mentoring
10 11 (33.33%) Coaching
11 10 (30.30%) Apache Spark
11 10 (30.30%) Data Quality
11 10 (30.30%) Reference Data
11 10 (30.30%) Data Security
12 9 (27.27%) Python
12 9 (27.27%) HBase
12 9 (27.27%) AWS
12 9 (27.27%) NoSQL

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 15 (45.45%) Confluence
2 10 (30.30%) Apache Spark
3 9 (27.27%) Apache Pig
3 9 (27.27%) Elasticsearch
4 4 (12.12%) Apache Airflow
5 3 (9.09%) Apache
5 3 (9.09%) Oracle Workflow
5 3 (9.09%) SAS
6 1 (3.03%) Luigi
Applications
1 1 (3.03%) Microsoft Project
Cloud Services
1 9 (27.27%) AWS
2 6 (18.18%) Serverless
3 5 (15.15%) Azure
4 4 (12.12%) Amazon Kinesis
4 4 (12.12%) GCP
5 3 (9.09%) AWS Lambda
6 2 (6.06%) Amazon EC2
6 2 (6.06%) Amazon S3
6 2 (6.06%) AWS CloudTrail
6 2 (6.06%) Virtual Private Cloud
7 1 (3.03%) Azure Data Factory
7 1 (3.03%) Boomi
7 1 (3.03%) Power Platform
Communications & Networking
1 3 (9.09%) Kerberos
2 1 (3.03%) Multicast
2 1 (3.03%) SSL
Database & Business Intelligence
1 31 (93.94%) Hadoop
2 19 (57.58%) Data Warehouse
3 18 (54.55%) MySQL
3 18 (54.55%) Relational Database
4 16 (48.48%) Apache Hive
5 15 (45.45%) Pentaho
6 14 (42.42%) RDBMS
7 11 (33.33%) Big Data
8 9 (27.27%) HBase
8 9 (27.27%) NoSQL
8 9 (27.27%) Sqoop
9 8 (24.24%) Apache Cassandra
9 8 (24.24%) MongoDB
10 5 (15.15%) PowerCenter
11 4 (12.12%) Amazon Aurora
11 4 (12.12%) Data Mart
11 4 (12.12%) Oracle Database
11 4 (12.12%) Oracle Database 12c
11 4 (12.12%) PostgreSQL
11 4 (12.12%) SAP Data Services
Development Applications
1 16 (48.48%) JIRA
2 1 (3.03%) ER Studio
2 1 (3.03%) ERwin
2 1 (3.03%) Jenkins
2 1 (3.03%) JUnit
2 1 (3.03%) PowerDesigner
2 1 (3.03%) SonarQube
General
1 2 (6.06%) Public Sector
2 1 (3.03%) Banking
Job Titles
1 13 (39.39%) Analyst
1 13 (39.39%) Data Analyst
2 6 (18.18%) Data Engineer
3 5 (15.15%) Developer
4 4 (12.12%) Administrator
5 3 (9.09%) Architect
6 2 (6.06%) Data Administrator
6 2 (6.06%) Hadoop Administrator
7 1 (3.03%) Angular Developer
7 1 (3.03%) AWS Architect
7 1 (3.03%) AWS Engineer
7 1 (3.03%) Business Intelligence Lead
7 1 (3.03%) Cloud Engineer
7 1 (3.03%) Data Analytics Engineer
7 1 (3.03%) Hadoop Architect
7 1 (3.03%) Hadoop Developer
7 1 (3.03%) Python Engineer
7 1 (3.03%) Senior Business Intelligence Developer
7 1 (3.03%) Tableau Architect
7 1 (3.03%) Technical Leader
Libraries, Frameworks & Software Standards
1 27 (81.82%) Kafka
2 15 (45.45%) JDBC
2 15 (45.45%) XML
3 6 (18.18%) Apache NiFi
4 5 (15.15%) Web Services
5 3 (9.09%) PySpark
5 3 (9.09%) RabbitMQ
6 2 (6.06%) Elastic Stack
7 1 (3.03%) Ajax
7 1 (3.03%) AngularJS
7 1 (3.03%) CSS
7 1 (3.03%) HTML
7 1 (3.03%) jQuery
7 1 (3.03%) Sass
7 1 (3.03%) Spark Streaming
7 1 (3.03%) Spring
7 1 (3.03%) Spring Boot
7 1 (3.03%) Swagger
7 1 (3.03%) Twitter Bootstrap
7 1 (3.03%) Ultra Messaging
Miscellaneous
1 10 (30.30%) Reference Data
2 3 (9.09%) Analytical Skills
3 2 (6.06%) Clustering
4 1 (3.03%) Cloud Native
4 1 (3.03%) Greenfield Project
4 1 (3.03%) Hedge funds
4 1 (3.03%) Management Information System
Operating Systems
1 7 (21.21%) Linux
2 3 (9.09%) Unix
2 3 (9.09%) Windows
3 2 (6.06%) Red Hat Enterprise Linux
4 1 (3.03%) Android
4 1 (3.03%) Apple iOS
4 1 (3.03%) CentOS
4 1 (3.03%) Ubuntu
Processes & Methodologies
1 23 (69.70%) ETL
2 18 (54.55%) Data Analysis
3 16 (48.48%) Data Modelling
4 14 (42.42%) Data Strategy
5 11 (33.33%) Coaching
5 11 (33.33%) MapReduce
5 11 (33.33%) Mentoring
6 10 (30.30%) Data Security
7 7 (21.21%) Business Intelligence
8 6 (18.18%) Data Management
8 6 (18.18%) Visualisation
9 5 (15.15%) Data Ingestion
9 5 (15.15%) Data Visualisation
9 5 (15.15%) Migration
10 4 (12.12%) Capacity Planning
10 4 (12.12%) Data Mapping
10 4 (12.12%) Dimensional Modelling
10 4 (12.12%) Machine Learning
10 4 (12.12%) Workflow
11 3 (9.09%) Continuous Integration
Programming Languages
1 12 (36.36%) SQL
2 9 (27.27%) Python
3 6 (18.18%) Java
4 4 (12.12%) R
5 3 (9.09%) C
5 3 (9.09%) C++
5 3 (9.09%) MATLAB
6 2 (6.06%) Perl
6 2 (6.06%) PL/SQL
7 1 (3.03%) Bash Shell
7 1 (3.03%) Java 8
7 1 (3.03%) JavaScript
7 1 (3.03%) PHP
7 1 (3.03%) Ruby
7 1 (3.03%) Scala
Qualifications
1 7 (21.21%) SC Cleared
1 7 (21.21%) Security Cleared
2 1 (3.03%) Degree
2 1 (3.03%) Master's Degree
Quality Assurance & Compliance
1 10 (30.30%) Data Quality
System Software
1 9 (27.27%) HDFS
2 2 (6.06%) Apache ZooKeeper
3 1 (3.03%) Docker
Systems Management
1 4 (12.12%) Kubernetes
2 3 (9.09%) Oozie
3 2 (6.06%) Ambari
3 2 (6.06%) Hadoop YARN
3 2 (6.06%) logstash
4 1 (3.03%) Ansible
4 1 (3.03%) Consul
4 1 (3.03%) Mesos
4 1 (3.03%) Opscode Chef
4 1 (3.03%) Prometheus
4 1 (3.03%) Puppet
Vendors
1 19 (57.58%) Oracle
2 6 (18.18%) Microsoft
3 5 (15.15%) Informatica
3 5 (15.15%) SAP
4 4 (12.12%) Google
4 4 (12.12%) Hortonworks
5 3 (9.09%) Cloudera
6 2 (6.06%) IBM
6 2 (6.06%) Red Hat
6 2 (6.06%) Tableau
7 1 (3.03%) Cognos
7 1 (3.03%) Databricks
7 1 (3.03%) Dell
7 1 (3.03%) MicroStrategy
7 1 (3.03%) MuleSoft
7 1 (3.03%) SnapLogic
7 1 (3.03%) Splunk
7 1 (3.03%) Teradata