Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in the City of 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 24 November 2017 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
Central London > City of London
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 187 238 261
Rank change year-on-year +51 +23 +37
Contract jobs citing Apache Flume 54 2 10
As % of all contract IT jobs advertised in the City of London 0.76% 0.030% 0.11%
As % of the System Software category 6.27% 0.28% 1.11%
Number of daily rates quoted 49 2 10
City of London median daily rate £625 £619 £619
Median daily rate % change year-on-year +1.01% - +33.78%
10th Percentile £525 £577 £458
90th Percentile £678 £646 £746
Central London median daily rate £625 £619 £619
% change year-on-year +1.01% - +33.78%
Number of hourly rates quoted 0 0 0
City of London median hourly rate - - -
Central 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 advertised in the City of London with a requirement for system software skills.

All System Software Skills
City of London
Contract vacancies with a requirement for system software skills 861 719 897
As % of all contract IT jobs advertised in the City of London 12.04% 10.78% 9.87%
Number of daily rates quoted 700 561 678
City of London median daily rate £498 £450 £425
Median daily rate % change year-on-year +10.56% +5.88% +13.56%
10th Percentile £212 £200 £213
90th Percentile £663 £638 £625
Central London median daily rate £485 £450 £425
% change year-on-year +7.78% +5.88% +17.24%
Number of hourly rates quoted 22 22 36
City of London median hourly rate £17.00 £19.50 £18.00
Median hourly rate % change year-on-year -12.82% +8.33% +10.77%
10th Percentile £10.60 £11.25 £12.85
90th Percentile £27.33 £55.00 £30.15
Central London median hourly rate £17.00 £19.00 £17.99
% change year-on-year -10.53% +5.61% +12.44%

Apache Flume
Job Vacancy Trend in the City of London

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

Job vacancy trend for Apache Flume in the City of London

Apache Flume
Contractor Daily Rate Trend in the City of London

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

Contractor daily rate trend for Apache Flume in the City of London

Apache Flume
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Apache Flume in the City of London over the 6 months to 24 November 2017.

Contractor daily rate histogram for Apache Flume in the City of London

For the 6 months to 24 November 2017, IT contractor jobs citing Apache Flume also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the City of London region with a requirement for Apache Flume.

1 54 (100.00%) Hadoop
2 53 (98.15%) HDFS
3 51 (94.44%) Apache Hive
3 51 (94.44%) Big Data
4 50 (92.59%) Oozie
4 50 (92.59%) Apache Spark
5 47 (87.04%) Java
6 34 (62.96%) Kafka
6 34 (62.96%) MapReduce
7 31 (57.41%) Python
8 30 (55.56%) PySpark
9 29 (53.70%) Oracle
10 25 (46.30%) Open Source
10 25 (46.30%) Data Engineering
10 25 (46.30%) DevOps
10 25 (46.30%) HBase
10 25 (46.30%) Ambari
11 24 (44.44%) PostgreSQL
12 22 (40.74%) Sqoop
13 20 (37.04%) Impala
14 19 (35.19%) NoSQL
15 17 (31.48%) Hadoop YARN
15 17 (31.48%) Finance
15 17 (31.48%) Data Modelling
16 16 (29.63%) Apache
16 16 (29.63%) Analytical Skills
17 15 (27.78%) GitHub
17 15 (27.78%) Shell Script
17 15 (27.78%) Amazon AWS
18 14 (25.93%) Multithreading

Apache Flume
Co-occurring IT Skills in the City of 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 50 (92.59%) Apache Spark
2 16 (29.63%) Apache
3 14 (25.93%) Elasticsearch
4 4 (7.41%) Apache Pig
5 1 (1.85%) Apache Solr
Cloud Services
1 15 (27.78%) Amazon AWS
1 15 (27.78%) GitHub
2 14 (25.93%) Bluemix
2 14 (25.93%) IBM Cloud
Communications & Networking
1 3 (5.56%) SSL
2 2 (3.70%) Network Security
3 1 (1.85%) Kerberos
Database & Business Intelligence
1 54 (100.00%) Hadoop
2 51 (94.44%) Apache Hive
2 51 (94.44%) Big Data
3 25 (46.30%) HBase
4 24 (44.44%) PostgreSQL
5 22 (40.74%) Sqoop
6 20 (37.04%) Impala
7 19 (35.19%) NoSQL
8 14 (25.93%) Oracle ODI
9 13 (24.07%) Data Warehouse
10 12 (22.22%) RDBMS
10 12 (22.22%) Relational Database
11 10 (18.52%) Oracle Database
12 5 (9.26%) Apache Cassandra
12 5 (9.26%) MongoDB
13 3 (5.56%) SQL Server
14 2 (3.70%) Cloudera CDH
14 2 (3.70%) SQLite
Development Applications
1 14 (25.93%) Jenkins
2 1 (1.85%) Talend Open Studio
General
1 17 (31.48%) Finance
2 14 (25.93%) Banking
Job Titles
1 14 (25.93%) Hadoop Engineer
1 14 (25.93%) Java Engineer
1 14 (25.93%) Senior Hadoop Engineer
1 14 (25.93%) Senior Java Engineer
2 4 (7.41%) Administrator
2 4 (7.41%) Data Engineer
2 4 (7.41%) Developer
3 3 (5.56%) Big Data Developer
3 3 (5.56%) Senior Developer
4 2 (3.70%) Architect
4 2 (3.70%) Big Data Architect
4 2 (3.70%) Cloud Administrator
4 2 (3.70%) Data Architect
4 2 (3.70%) Hadoop Administrator
4 2 (3.70%) Senior Big Data Developer
5 1 (1.85%) Analyst
5 1 (1.85%) Big Data Engineer
5 1 (1.85%) Consultant
5 1 (1.85%) Senior Data Engineer
5 1 (1.85%) Technical Analyst
Libraries, Frameworks & Software Standards
1 34 (62.96%) Kafka
2 30 (55.56%) PySpark
3 2 (3.70%) .NET
3 2 (3.70%) scikit-learn
4 1 (1.85%) REST
4 1 (1.85%) Spark Streaming
Miscellaneous
1 16 (29.63%) Analytical Skills
2 2 (3.70%) Data Centre
2 2 (3.70%) Replication
3 1 (1.85%) Credit Derivative
3 1 (1.85%) Derivative
3 1 (1.85%) Equities
3 1 (1.85%) Foreign Exchange (FX)
Operating Systems
1 5 (9.26%) Linux
1 5 (9.26%) Unix
2 2 (3.70%) Android
2 2 (3.70%) Apple iOS
2 2 (3.70%) Windows
3 1 (1.85%) Red Hat Enterprise Linux
Processes & Methodologies
1 34 (62.96%) MapReduce
2 25 (46.30%) Data Engineering
2 25 (46.30%) DevOps
2 25 (46.30%) Open Source
3 17 (31.48%) Data Modelling
4 14 (25.93%) Multithreading
4 14 (25.93%) Use Case
5 13 (24.07%) Business Intelligence
6 7 (12.96%) Agile Software Development
7 5 (9.26%) Analytics
8 4 (7.41%) Data Integration
9 3 (5.56%) BDD
9 3 (5.56%) Big Data Analytics
9 3 (5.56%) Capacity Planning
9 3 (5.56%) Data Analytics
9 3 (5.56%) Data Management
9 3 (5.56%) Problem Management
9 3 (5.56%) Root Cause Analysis
9 3 (5.56%) Service Management
10 2 (3.70%) Machine Learning
Programming Languages
1 47 (87.04%) Java
2 31 (57.41%) Python
3 15 (27.78%) Shell Script
4 14 (25.93%) SQL
5 10 (18.52%) PL/SQL
6 6 (11.11%) Scala
7 2 (3.70%) C#
7 2 (3.70%) COBOL
Qualifications
1 1 (1.85%) Security Cleared
System Software
1 53 (98.15%) HDFS
2 14 (25.93%) Docker
3 3 (5.56%) Apache ZooKeeper
4 1 (1.85%) Active Directory
Systems Management
1 50 (92.59%) Oozie
2 25 (46.30%) Ambari
3 17 (31.48%) Hadoop YARN
4 14 (25.93%) Kubernetes
5 2 (3.70%) Control-M
5 2 (3.70%) Puppet
6 1 (1.85%) Ansible
6 1 (1.85%) Apache Slider
6 1 (1.85%) Opscode Chef
Vendors
1 29 (53.70%) Oracle
2 14 (25.93%) IBM
2 14 (25.93%) Tableau
3 5 (9.26%) Cloudera
4 2 (3.70%) Palantir
4 2 (3.70%) SaltStack
5 1 (1.85%) Hortonworks
5 1 (1.85%) Informatica
5 1 (1.85%) Talend