Period
to 10 December 2017

The following table provides summary statistics for contract job vacancies advertised in Central 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 10 December 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
London > Central London
6 months to
10 Dec 2017
Same period 2016 Same period 2015
Rank 220 259 282
Rank change year-on-year +39 +23 +45
Contract jobs citing Apache Flume 61 4 12
As % of all contract IT jobs advertised in Central London 0.71% 0.051% 0.12%
As % of the System Software category 5.69% 0.45% 1.20%
Number of daily rates quoted 54 4 11
Central London median daily rate £625 £650 £638
Median daily rate % change year-on-year -3.85% +1.96% +37.84%
10th Percentile £525 £586 £466
90th Percentile £675 £693 £725
London median daily rate £550 £550 £600
% change year-on-year - -8.33% -22.58%
Number of hourly rates quoted 0 0 0
Central London median hourly rate - - -
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 Central London with a requirement for system software skills.

All System Software Skills
Central London
Contract vacancies with a requirement for system software skills 1072 891 1004
As % of all contract IT jobs advertised in Central London 12.48% 11.37% 10.09%
Number of daily rates quoted 839 682 745
Central London median daily rate £480 £450 £425
Median daily rate % change year-on-year +6.67% +5.88% +15.65%
10th Percentile £192 £207 £188
90th Percentile £651 £625 £625
London median daily rate £488 £450 £425
% change year-on-year +8.33% +5.88% +13.33%
Number of hourly rates quoted 32 25 36
Central London median hourly rate £16.50 £19.00 £17.49
Median hourly rate % change year-on-year -13.16% +8.63% +9.31%
10th Percentile £10.58 £11.25 £12.38
90th Percentile £27.50 £82.00 £24.88
London median hourly rate £20.50 £16.50 £15.63
% change year-on-year +24.24% +5.60% +4.17%

Apache Flume
Job Vacancy Trend in Central London

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

Job vacancy trend for Apache Flume in Central London

Apache Flume
Contractor Daily Rate Trend in Central London

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

Contractor daily rate trend for Apache Flume in Central London

Apache Flume
Contractor Daily Rate Histogram in Central London

The daily rate distribution of IT jobs citing Apache Flume in Central London over the 6 months to 10 December 2017.

Contractor daily rate histogram for Apache Flume in Central London

Apache Flume
Contract Job Locations in Central 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 Central London region over the 6 months to 10 December 2017. 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
City of London +43 57 £625 -3.85% 4
West End of London - 1 £475 -
City of Westminster - 1 £475 -
Apache Flume
London

For the 6 months to 10 December 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 Central London region with a requirement for Apache Flume.

1 58 (95.08%) Hadoop
2 57 (93.44%) Apache Spark
3 55 (90.16%) HDFS
3 55 (90.16%) Apache Hive
4 54 (88.52%) Big Data
5 53 (86.89%) Oozie
6 50 (81.97%) Java
7 39 (63.93%) Kafka
8 36 (59.02%) MapReduce
9 34 (55.74%) Python
10 30 (49.18%) Oracle
10 30 (49.18%) PySpark
11 29 (47.54%) HBase
12 28 (45.90%) DevOps
12 28 (45.90%) Data Engineering
13 27 (44.26%) Ambari
14 25 (40.98%) Open Source
15 24 (39.34%) NoSQL
15 24 (39.34%) Sqoop
15 24 (39.34%) PostgreSQL
16 21 (34.43%) Impala
17 19 (31.15%) Hadoop YARN
17 19 (31.15%) Amazon AWS
18 18 (29.51%) Data Modelling
19 17 (27.87%) Finance
19 17 (27.87%) Elasticsearch
19 17 (27.87%) Analytical Skills
20 16 (26.23%) Banking
20 16 (26.23%) Apache
21 15 (24.59%) Shell Script

Apache Flume
Co-occurring IT Skills in Central 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 57 (93.44%) Apache Spark
2 17 (27.87%) Elasticsearch
3 16 (26.23%) Apache
4 7 (11.48%) Apache Pig
5 2 (3.28%) Apache Solr
Cloud Services
1 19 (31.15%) Amazon AWS
2 15 (24.59%) GitHub
3 14 (22.95%) Bluemix
3 14 (22.95%) IBM Cloud
4 1 (1.64%) Microsoft Azure
Communications & Networking
1 4 (6.56%) SSL
2 3 (4.92%) Kerberos
3 2 (3.28%) Network Security
Database & Business Intelligence
1 58 (95.08%) Hadoop
2 55 (90.16%) Apache Hive
3 54 (88.52%) Big Data
4 29 (47.54%) HBase
5 24 (39.34%) NoSQL
5 24 (39.34%) PostgreSQL
5 24 (39.34%) Sqoop
6 21 (34.43%) Impala
7 14 (22.95%) Data Warehouse
7 14 (22.95%) Oracle ODI
8 13 (21.31%) Relational Database
9 12 (19.67%) RDBMS
10 11 (18.03%) Apache Cassandra
11 10 (16.39%) MongoDB
11 10 (16.39%) Oracle Database
12 4 (6.56%) SQL Server
13 2 (3.28%) Cloudera CDH
13 2 (3.28%) SQLite
14 1 (1.64%) QlikView
14 1 (1.64%) SQL Server Integration Services
Development Applications
1 15 (24.59%) Jenkins
2 3 (4.92%) Talend Open Studio
3 1 (1.64%) Git (software)
3 1 (1.64%) Visual Studio
3 1 (1.64%) Visual Studio Team System
General
1 17 (27.87%) Finance
2 16 (26.23%) Banking
3 1 (1.64%) Investment Banking
Job Titles
1 15 (24.59%) Hadoop Engineer
2 14 (22.95%) Java Engineer
2 14 (22.95%) Senior Hadoop Engineer
2 14 (22.95%) Senior Java Engineer
3 9 (14.75%) Data Engineer
4 4 (6.56%) Administrator
4 4 (6.56%) Developer
5 3 (4.92%) Architect
5 3 (4.92%) Big Data Architect
5 3 (4.92%) Big Data Developer
5 3 (4.92%) Data Architect
5 3 (4.92%) Elasticsearch Engineer
5 3 (4.92%) Senior Developer
6 2 (3.28%) Big Data Engineer
6 2 (3.28%) Cloud Administrator
6 2 (3.28%) Consultant
6 2 (3.28%) Hadoop Administrator
6 2 (3.28%) Senior Big Data Developer
7 1 (1.64%) Infrastructure Engineer
7 1 (1.64%) Principal Consultant
Libraries, Frameworks & Software Standards
1 39 (63.93%) Kafka
2 30 (49.18%) PySpark
3 4 (6.56%) Spark Streaming
4 3 (4.92%) Ajax
4 3 (4.92%) Elastic Stack
4 3 (4.92%) jQuery
4 3 (4.92%) JSON
4 3 (4.92%) RESTful
4 3 (4.92%) SOAP
4 3 (4.92%) XML
5 2 (3.28%) .NET
5 2 (3.28%) scikit-learn
6 1 (1.64%) CNTK
6 1 (1.64%) MXNet
6 1 (1.64%) Natural Language Processing
6 1 (1.64%) REST
6 1 (1.64%) TensorFlow
6 1 (1.64%) Theano
Miscellaneous
1 17 (27.87%) Analytical Skills
2 4 (6.56%) Algorithms
3 3 (4.92%) Replication
4 2 (3.28%) Data Centre
5 1 (1.64%) Credit Derivative
5 1 (1.64%) Derivative
5 1 (1.64%) Equities
5 1 (1.64%) Foreign Exchange (FX)
5 1 (1.64%) iPad
Operating Systems
1 10 (16.39%) Linux
2 5 (8.20%) Unix
3 2 (3.28%) Android
3 2 (3.28%) Apple iOS
3 2 (3.28%) Red Hat Enterprise Linux
3 2 (3.28%) Windows
Processes & Methodologies
1 36 (59.02%) MapReduce
2 28 (45.90%) Data Engineering
2 28 (45.90%) DevOps
3 25 (40.98%) Open Source
4 18 (29.51%) Data Modelling
5 14 (22.95%) Business Intelligence
5 14 (22.95%) Multithreading
5 14 (22.95%) Use Case
6 11 (18.03%) Agile Software Development
7 7 (11.48%) Analytics
8 6 (9.84%) Machine Learning
9 5 (8.20%) Data Integration
9 5 (8.20%) OO
10 3 (4.92%) BDD
10 3 (4.92%) Capacity Planning
10 3 (4.92%) Data Management
10 3 (4.92%) Migration
10 3 (4.92%) Problem Management
10 3 (4.92%) Root Cause Analysis
10 3 (4.92%) Service Management
Programming Languages
1 50 (81.97%) Java
2 34 (55.74%) Python
3 15 (24.59%) Shell Script
4 14 (22.95%) SQL
5 10 (16.39%) PL/SQL
6 6 (9.84%) Scala
7 3 (4.92%) JavaScript
8 2 (3.28%) C#
8 2 (3.28%) COBOL
Qualifications
1 1 (1.64%) Security Cleared
System Software
1 55 (90.16%) HDFS
2 15 (24.59%) Docker
3 4 (6.56%) Apache ZooKeeper
4 3 (4.92%) Active Directory
Systems Management
1 53 (86.89%) Oozie
2 27 (44.26%) Ambari
3 19 (31.15%) Hadoop YARN
4 14 (22.95%) Kubernetes
5 3 (4.92%) Kibana
5 3 (4.92%) logstash
5 3 (4.92%) Puppet
6 2 (3.28%) Apache Slider
6 2 (3.28%) Control-M
6 2 (3.28%) Opscode Chef
7 1 (1.64%) Ansible
Vendors
1 30 (49.18%) Oracle
2 15 (24.59%) Tableau
3 14 (22.95%) IBM
4 6 (9.84%) Cloudera
5 4 (6.56%) Hortonworks
6 3 (4.92%) Talend
7 2 (3.28%) Informatica
7 2 (3.28%) Palantir
7 2 (3.28%) SaltStack
8 1 (1.64%) Cognos
8 1 (1.64%) MapR
8 1 (1.64%) Microsoft
8 1 (1.64%) SAP
8 1 (1.64%) Vertica