Period
to 19 November 2017

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 19 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
England > London
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 486 508 540
Rank change year-on-year +22 +32 +30
Contract jobs citing Apache Flume 148 99 62
As % of all contract IT jobs advertised in London 0.32% 0.22% 0.13%
As % of the System Software category 2.61% 1.81% 1.37%
Number of daily rates quoted 126 81 41
London median daily rate £550 £550 £600
Median daily rate % change year-on-year - -8.33% -22.58%
10th Percentile £403 £425 £450
90th Percentile £675 £725 £725
England median daily rate £550 £550 £600
% change year-on-year - -8.33% -22.58%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate £35.00 - £33.55

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 London with a requirement for system software skills.

All System Software Skills
London
Contract vacancies with a requirement for system software skills 5660 5480 4524
As % of all contract IT jobs advertised in London 12.24% 12.20% 9.62%
Number of daily rates quoted 4053 3786 3054
London median daily rate £485 £450 £410
Median daily rate % change year-on-year +7.78% +9.76% +9.33%
10th Percentile £185 £194 £175
90th Percentile £638 £613 £600
England median daily rate £425 £410 £375
% change year-on-year +3.66% +9.33% +8.70%
Number of hourly rates quoted 141 142 217
London median hourly rate £21.25 £16.50 £16.50
Median hourly rate % change year-on-year +28.79% - +10.00%
10th Percentile £12.00 £12.03 £10.75
90th Percentile £52.00 £50.00 £38.50
England median hourly rate £16.50 £16.00 £16.00
% change year-on-year +3.13% - +6.67%

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 19 November 2017.

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 19 November 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
Central London +49 57 £625 +1.01% 1
East London -7 2 £525 +31.25% 1
West London -17 2 £496 -1.73%
Apache Flume
England

For the 6 months to 19 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 London region with a requirement for Apache Flume.

1 136 (91.89%) Hadoop
2 134 (90.54%) Big Data
3 126 (85.14%) Apache Hive
4 123 (83.11%) Apache Spark
5 102 (68.92%) HDFS
6 90 (60.81%) Java
7 89 (60.14%) Kafka
7 89 (60.14%) Oozie
8 76 (51.35%) Python
9 70 (47.30%) MapReduce
10 61 (41.22%) Sqoop
11 58 (39.19%) Data Engineering
12 56 (37.84%) DevOps
13 54 (36.49%) PySpark
13 54 (36.49%) HBase
14 51 (34.46%) Ambari
15 50 (33.78%) Open Source
16 49 (33.11%) PostgreSQL
17 44 (29.73%) Hadoop YARN
18 41 (27.70%) Impala
19 40 (27.03%) Oracle
19 40 (27.03%) NoSQL
20 38 (25.68%) Jenkins
21 37 (25.00%) SQL
22 34 (22.97%) GitHub
23 32 (21.62%) Scala
24 31 (20.95%) Tableau
24 31 (20.95%) IBM
25 30 (20.27%) Amazon AWS
25 30 (20.27%) Bluemix

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
1 123 (83.11%) Apache Spark
2 29 (19.59%) Elasticsearch
3 26 (17.57%) Apache
4 25 (16.89%) Apache Pig
5 6 (4.05%) Apache Solr
6 4 (2.70%) SAS
7 3 (2.03%) WebSphere
8 2 (1.35%) JBoss
8 2 (1.35%) Mule
8 2 (1.35%) Tomcat
9 1 (0.68%) OpenStack
9 1 (0.68%) Oracle Workflow
Applications
1 1 (0.68%) SPSS
1 1 (0.68%) Stata
Cloud Services
1 34 (22.97%) GitHub
2 30 (20.27%) Amazon AWS
2 30 (20.27%) Bluemix
2 30 (20.27%) IBM Cloud
3 5 (3.38%) Cloud Computing
4 2 (1.35%) Google Cloud Platform
4 2 (1.35%) Microsoft Azure
5 1 (0.68%) SaaS
Communications & Networking
1 6 (4.05%) Kerberos
1 6 (4.05%) SSL
2 4 (2.70%) Network Security
3 2 (1.35%) SNA
4 1 (0.68%) HTTP
4 1 (0.68%) Internet
4 1 (0.68%) LAN
4 1 (0.68%) Multicast
4 1 (0.68%) VPN
4 1 (0.68%) WAN
Database & Business Intelligence
1 136 (91.89%) Hadoop
2 134 (90.54%) Big Data
3 126 (85.14%) Apache Hive
4 61 (41.22%) Sqoop
5 54 (36.49%) HBase
6 49 (33.11%) PostgreSQL
7 41 (27.70%) Impala
8 40 (27.03%) NoSQL
9 23 (15.54%) Data Warehouse
9 23 (15.54%) MongoDB
9 23 (15.54%) RDBMS
9 23 (15.54%) Relational Database
10 18 (12.16%) Apache Cassandra
11 15 (10.14%) Oracle Database
12 14 (9.46%) Oracle ODI
13 6 (4.05%) Data Lake
13 6 (4.05%) SQL Server
14 4 (2.70%) Amazon Redshift
14 4 (2.70%) Mahout
14 4 (2.70%) MySQL
Development Applications
1 38 (25.68%) Jenkins
2 10 (6.76%) Git (software)
3 7 (4.73%) WebDriver
4 2 (1.35%) JIRA
5 1 (0.68%) Atlassian Bamboo
5 1 (0.68%) Cucumber
5 1 (0.68%) Hudson
5 1 (0.68%) PowerDesigner
5 1 (0.68%) SQL Server Management Studio (SSMS)
5 1 (0.68%) Talend Open Studio
General
1 28 (18.92%) Finance
2 24 (16.22%) Banking
3 5 (3.38%) Retail
4 3 (2.03%) Investment Banking
4 3 (2.03%) Publishing
5 2 (1.35%) Legal
6 1 (0.68%) Front Office
6 1 (0.68%) Games
6 1 (0.68%) Law
6 1 (0.68%) Marketing
6 1 (0.68%) Telecoms
Job Titles
1 47 (31.76%) Data Engineer
2 39 (26.35%) Big Data Engineer
3 35 (23.65%) Developer
4 32 (21.62%) Hadoop Engineer
5 18 (12.16%) Architect
6 16 (10.81%) Big Data Developer
7 15 (10.14%) Senior Hadoop Engineer
8 14 (9.46%) Java Engineer
8 14 (9.46%) Senior Java Engineer
9 12 (8.11%) Data Architect
10 10 (6.76%) Hadoop Developer
10 10 (6.76%) Scala Developer
11 8 (5.41%) Big Data Architect
12 6 (4.05%) Administrator
12 6 (4.05%) Hadoop Architect
12 6 (4.05%) Senior Data Engineer
12 6 (4.05%) Senior Developer
13 5 (3.38%) Apache Spark Developer
14 4 (2.70%) Big Data Manager
14 4 (2.70%) Hadoop Administrator
Libraries, Frameworks & Software Standards
1 89 (60.14%) Kafka
2 54 (36.49%) PySpark
3 14 (9.46%) Spark Streaming
4 12 (8.11%) Elastic Stack
5 9 (6.08%) RESTful
6 8 (5.41%) Akka
6 8 (5.41%) jQuery
6 8 (5.41%) SOAP
6 8 (5.41%) XML
7 7 (4.73%) Ajax
7 7 (4.73%) Apache Avro
7 7 (4.73%) JSON
7 7 (4.73%) Play Framework
7 7 (4.73%) Web Services
8 6 (4.05%) RabbitMQ
9 5 (3.38%) REST
9 5 (3.38%) scikit-learn
10 4 (2.70%) Node.js
11 3 (2.03%) .NET
11 3 (2.03%) Middleware
Miscellaneous
1 29 (19.59%) Analytical Skills
2 8 (5.41%) Algorithms
3 4 (2.70%) Computer Science
3 4 (2.70%) Replication
4 3 (2.03%) Credit Derivative
4 3 (2.03%) Derivative
4 3 (2.03%) Distributed Denial-of-Service
4 3 (2.03%) Equities
4 3 (2.03%) Foreign Exchange (FX)
4 3 (2.03%) Greenfield Project
4 3 (2.03%) User Experience
5 2 (1.35%) Data Centre
5 2 (1.35%) Private Cloud
5 2 (1.35%) Reference Data
5 2 (1.35%) Social Network
6 1 (0.68%) Credit Risk
6 1 (0.68%) Fintech
Operating Systems
1 19 (12.84%) Linux
2 10 (6.76%) Unix
3 3 (2.03%) Apple iOS
4 2 (1.35%) Android
4 2 (1.35%) Windows
5 1 (0.68%) Red Hat Enterprise Linux
Processes & Methodologies
1 70 (47.30%) MapReduce
2 58 (39.19%) Data Engineering
3 56 (37.84%) DevOps
4 50 (33.78%) Open Source
5 27 (18.24%) Data Modelling
6 26 (17.57%) Agile Software Development
7 23 (15.54%) Business Intelligence
8 20 (13.51%) Multithreading
9 19 (12.84%) ETL
10 16 (10.81%) Use Case
11 15 (10.14%) Analytics
12 13 (8.78%) Machine Learning
13 11 (7.43%) BDD
13 11 (7.43%) OO
14 10 (6.76%) Mentoring
14 10 (6.76%) SDLC
15 9 (6.08%) Workflow
16 8 (5.41%) Data Architecture
16 8 (5.41%) Migration
17 7 (4.73%) Test Automation
Programming Languages
1 90 (60.81%) Java
2 76 (51.35%) Python
3 37 (25.00%) SQL
4 32 (21.62%) Scala
5 25 (16.89%) Shell Script
6 16 (10.81%) PL/SQL
7 8 (5.41%) C#
7 8 (5.41%) JavaScript
8 6 (4.05%) Bash Shell
9 5 (3.38%) Perl
10 4 (2.70%) HiveQL
11 3 (2.03%) C
12 2 (1.35%) COBOL
12 2 (1.35%) Pig Latin
13 1 (0.68%) MATLAB
13 1 (0.68%) R
Qualifications
1 3 (2.03%) CISA
1 3 (2.03%) CISM
1 3 (2.03%) CISSP
2 2 (1.35%) Security Cleared
3 1 (0.68%) Degree
3 1 (0.68%) DV Cleared
3 1 (0.68%) Master's Degree
3 1 (0.68%) SC Cleared
Quality Assurance & Compliance
1 4 (2.70%) QA
2 2 (1.35%) Data Quality
2 2 (1.35%) FedRAMP
2 2 (1.35%) PCI DSS
3 1 (0.68%) Basel III
3 1 (0.68%) Dodd-Frank
System Software
1 102 (68.92%) HDFS
2 18 (12.16%) Docker
3 3 (2.03%) Apache ZooKeeper
4 1 (0.68%) Active Directory
Systems Management
1 89 (60.14%) Oozie
2 51 (34.46%) Ambari
3 44 (29.73%) Hadoop YARN
4 19 (12.84%) Kubernetes
5 12 (8.11%) Puppet
6 10 (6.76%) Opscode Chef
7 9 (6.08%) Kibana
7 9 (6.08%) logstash
8 8 (5.41%) Ansible
9 4 (2.70%) Mesos
10 2 (1.35%) Control-M
10 2 (1.35%) Prometheus
Vendors
1 40 (27.03%) Oracle
2 31 (20.95%) IBM
2 31 (20.95%) Tableau
3 26 (17.57%) Cloudera
4 10 (6.76%) Hortonworks
5 8 (5.41%) Splunk
6 7 (4.73%) Teradata
7 5 (3.38%) Palantir
8 3 (2.03%) Informatica
8 3 (2.03%) MapR
9 2 (1.35%) Google
9 2 (1.35%) MuleSoft
9 2 (1.35%) SaltStack
9 2 (1.35%) SAP
10 1 (0.68%) Talend