The table below provides summary statistics for contract job vacancies with a requirement for knowledge and experience of Cloudera products and/or services. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Cloudera over the 3 months to 29 June 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.

The figures below represent the IT contractor job market in general and are not representative of contractor rates within Cloudera, Inc.

Cloudera
UK
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 423 560 600
Rank change year-on-year +137 +40  
Contract jobs citing Cloudera 194 89 44
As % of all contract IT jobs advertised in the UK 0.41% 0.17% 0.079%
As % of the Vendors category 0.94% 0.37% 0.18%
Number of daily rates quoted 113 51 17
UK median daily rate £493 £525 £525
Median daily rate % change year-on-year -6.19% -  
10th Percentile £325 £381 £406
90th Percentile £635 £688 £680
UK excluding London median daily rate £424 £538 £450
% change year-on-year -21.16% +19.44%  
Number of hourly rates quoted 0 0 0
UK median hourly rate - - -
UK excluding London median hourly rate - - -

Cloudera is in the vendor products and services category. The following table is for comparison with the above and provides summary statistics for all vendor product and service related skills in contract job vacancies.

Contract Vendor Product & Service Skills
UK
Contract job vacancies with a requirement for skills associated with vendor products and/or services 20651 24117 24949
As % of all contract IT job vacancies advertised in the UK 43.84% 44.90% 44.51%
Number of daily rates quoted 20874 27087 25776
UK median daily rate £425 £400 £390
Median daily rate % change year-on-year +6.25% +2.56%  
10th Percentile £240 £238 £213
90th Percentile £600 £585 £575
UK excluding London median daily rate £400 £375 £360
% change year-on-year +6.66% +4.16%  
Number of hourly rates quoted 1319 1641 1981
UK median hourly rate £19.00 £20.50 £18.75
Median hourly rate % change year-on-year -7.31% +9.33%  
10th Percentile £10.75 £10.75 £10.75
90th Percentile £50.00 £43.00 £43.75
UK excluding London median hourly rate £17.50 £21.00 £18.00
% change year-on-year -16.66% +16.66%  

Cloudera
Job Vacancy Trend

Job postings citing Cloudera as a percentage of all IT jobs advertised.

Job vacancy trend for Cloudera in the UK

Cloudera
Contractor Daily Rate Trend

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

Contractor daily rate trend for Cloudera in the UK

Cloudera
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Cloudera over the 3 months to 29 June 2017.

Contractor daily rate histogram for Cloudera in the UK

Cloudera
Top 11 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Cloudera within the UK over the 3 months to 29 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +123 184 £496 -5.60% 27
UK excluding London +137 107 £424 -21.16% 14
London +35 85 £550 +4.76% 13
East of England +26 39 £500 -23.07% 8
South East +36 32 £401 -19.90% 5
South West - 24 £425 -
Wales -1 5 £488 -17.02%
Midlands +5 3 £496 -1.86%
Scotland - 2 £469 -
North of England - 1 - - 1
Northern Ireland - 1 - -

For the 6 months to 29 June 2017, IT contractor jobs citing Cloudera also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for Cloudera.

1 323 (90.48%) Hadoop
2 232 (64.99%) Big Data
3 194 (54.34%) Apache Spark
4 175 (49.02%) Apache Hive
5 164 (45.94%) Agile Software Development
6 123 (34.45%) Java
7 121 (33.89%) Python
8 114 (31.93%) Linux
9 109 (30.53%) Impala
10 105 (29.41%) HBase
11 89 (24.93%) Scala
11 89 (24.93%) HDFS
12 88 (24.65%) Unix
13 85 (23.81%) SQL
14 75 (21.01%) ETL
15 74 (20.73%) Finance
16 68 (19.05%) Jenkins
17 62 (17.37%) Scrum
18 57 (15.97%) Apache Flume
19 56 (15.69%) MongoDB
20 55 (15.41%) Data Modelling
21 54 (15.13%) Amazon AWS
22 52 (14.57%) Oozie
23 50 (14.01%) Hortonworks
23 50 (14.01%) Banking
24 49 (13.73%) Kerberos
24 49 (13.73%) Analytical Skills
24 49 (13.73%) Data Architecture
25 48 (13.45%) Red Hat Enterprise Linux
25 48 (13.45%) Git (software)

Cloudera
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
1 194 (54.34%) Apache Spark
2 40 (11.20%) Apache Pig
3 38 (10.64%) Apache
4 36 (10.08%) Elasticsearch
5 30 (8.40%) Apache Solr
6 15 (4.20%) SAS
7 12 (3.36%) Tomcat
8 10 (2.80%) Cloud Foundry
9 9 (2.52%) WebSphere
10 7 (1.96%) JBoss
10 7 (1.96%) nginx
11 6 (1.68%) ArcGIS
11 6 (1.68%) Mule
12 5 (1.40%) Jupyter
13 4 (1.12%) Oracle Coherence
13 4 (1.12%) WebLogic
14 2 (0.56%) Adobe Experience Manager
14 2 (0.56%) Apache Airflow
14 2 (0.56%) CMS
Applications
1 3 (0.84%) Microsoft Excel
2 2 (0.56%) Microsoft Office
3 1 (0.28%) MS Visio
3 1 (0.28%) SPSS
Business Applications
1 2 (0.56%) SAP Oil and Gas
Cloud Services
1 54 (15.13%) Amazon AWS
2 21 (5.88%) Microsoft Azure
3 12 (3.36%) Amazon S3
4 8 (2.24%) Cloud Computing
5 7 (1.96%) Amazon EC2
5 7 (1.96%) Google Cloud Platform
5 7 (1.96%) IaaS
5 7 (1.96%) Virtual Private Cloud
6 5 (1.40%) PaaS
7 3 (0.84%) Amazon CloudWatch
7 3 (0.84%) Amazon EMR
7 3 (0.84%) Amazon Kinesis
8 2 (0.56%) OpenShift
9 1 (0.28%) Heroku
9 1 (0.28%) SaaS
Communications & Networking
1 49 (13.73%) Kerberos
2 15 (4.20%) LDAP
3 12 (3.36%) Network Security
4 7 (1.96%) SSL
5 5 (1.40%) Firewall
6 3 (0.84%) DSL
6 3 (0.84%) HTTP
Database & Business Intelligence
1 323 (90.48%) Hadoop
2 232 (64.99%) Big Data
3 175 (49.02%) Apache Hive
4 109 (30.53%) Impala
5 105 (29.41%) HBase
6 56 (15.69%) MongoDB
7 45 (12.61%) NoSQL
8 35 (9.80%) Data Warehouse
8 35 (9.80%) Sqoop
9 27 (7.56%) Apache Cassandra
10 26 (7.28%) Neo4j
11 24 (6.72%) SQL Server
12 16 (4.48%) Relational Database
13 15 (4.20%) MySQL
14 14 (3.92%) Data Lake
15 12 (3.36%) QlikView
15 12 (3.36%) RDBMS
16 11 (3.08%) Pentaho
17 9 (2.52%) Cloudera CDH
18 7 (1.96%) SQL Server Analysis Services
Development Applications
1 68 (19.05%) Jenkins
2 48 (13.45%) Git (software)
3 35 (9.80%) JIRA
4 33 (9.24%) Vagrant
5 13 (3.64%) Maven
6 12 (3.36%) Sonatype Nexus
7 8 (2.24%) Subversion
7 8 (2.24%) Team Foundation Server
8 5 (1.40%) Gradle
8 5 (1.40%) Hudson
8 5 (1.40%) JUnit
8 5 (1.40%) Talend Open Studio
9 4 (1.12%) ClearCase
9 4 (1.12%) Mockito
10 3 (0.84%) Artifactory
11 2 (0.56%) ERwin
11 2 (0.56%) HP UFT
11 2 (0.56%) SonarQube
12 1 (0.28%) Ant
12 1 (0.28%) Visual Studio
General
1 74 (20.73%) Finance
2 50 (14.01%) Banking
3 19 (5.32%) Legal
4 13 (3.64%) Retail
5 10 (2.80%) Marketing
5 10 (2.80%) Retail Banking
6 7 (1.96%) Investment Banking
7 6 (1.68%) Front Office
8 5 (1.40%) Telecoms
9 4 (1.12%) Games
10 3 (0.84%) Corporate Banking
10 3 (0.84%) Financial Institution
10 3 (0.84%) Manufacturing
11 2 (0.56%) Billing
11 2 (0.56%) Electronics
11 2 (0.56%) Law
12 1 (0.28%) Back Office
Job Titles
1 106 (29.69%) Developer
2 62 (17.37%) Administrator
3 56 (15.69%) Architect
4 47 (13.17%) Big Data Developer
5 46 (12.89%) Data Architect
6 37 (10.36%) Data Engineer
7 36 (10.08%) Cloud Engineer
8 33 (9.24%) Hadoop Administrator
8 33 (9.24%) Java Developer
9 32 (8.96%) Big Data Engineer
10 26 (7.28%) Linux Administrator
11 24 (6.72%) Hadoop Developer
11 24 (6.72%) Scala Developer
12 23 (6.44%) Consultant
13 21 (5.88%) Infrastructure Engineer
14 20 (5.60%) Cloud Developer
15 18 (5.04%) Senior Architect
15 18 (5.04%) Senior Data Architect
15 18 (5.04%) Systems Administrator
16 17 (4.76%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 46 (12.89%) Kafka
2 16 (4.48%) Web Services
3 13 (3.64%) HTML
3 13 (3.64%) Spark Streaming
3 13 (3.64%) Spring
4 12 (3.36%) Elastic Stack
4 12 (3.36%) HTML5
5 11 (3.08%) AngularJS
5 11 (3.08%) REST
5 11 (3.08%) RESTful
6 9 (2.52%) PySpark
7 8 (2.24%) CSS
7 8 (2.24%) J2EE
8 7 (1.96%) Hibernate
8 7 (1.96%) Middleware
8 7 (1.96%) Struts
9 6 (1.68%) CSS3
9 6 (1.68%) jQuery
9 6 (1.68%) Spring MVC
9 6 (1.68%) WebSphere MQ
Miscellaneous
1 49 (13.73%) Analytical Skills
2 21 (5.88%) Data Structures
3 20 (5.60%) Reference Data
4 15 (4.20%) Management Information System
5 14 (3.92%) Algorithms
6 9 (2.52%) Market Risk
7 7 (1.96%) Data Centre
7 7 (1.96%) Distributed Denial-of-Service
7 7 (1.96%) Greenfield Project
8 6 (1.68%) Computer Science
8 6 (1.68%) Private Cloud
9 4 (1.12%) User Experience
10 3 (0.84%) Credit Risk
10 3 (0.84%) Taxonomies
11 2 (0.56%) Fat Client
11 2 (0.56%) Minimum Viable Product
11 2 (0.56%) Thin Client
12 1 (0.28%) Linux Command Line
12 1 (0.28%) Public Cloud
12 1 (0.28%) Virtual Team
Operating Systems
1 114 (31.93%) Linux
2 88 (24.65%) Unix
3 48 (13.45%) Red Hat Enterprise Linux
4 20 (5.60%) Ubuntu
5 19 (5.32%) Debian
6 17 (4.76%) Windows
7 14 (3.92%) CentOS
8 6 (1.68%) Fedora
9 3 (0.84%) Apple iOS
10 1 (0.28%) AIX
10 1 (0.28%) Android
10 1 (0.28%) Windows Server
10 1 (0.28%) Windows Server 2008
Processes & Methodologies
1 164 (45.94%) Agile Software Development
2 75 (21.01%) ETL
3 62 (17.37%) Scrum
4 55 (15.41%) Data Modelling
5 49 (13.73%) Data Architecture
6 48 (13.45%) MapReduce
7 46 (12.89%) Analytics
8 44 (12.32%) DevOps
9 41 (11.48%) Continuous Integration
10 36 (10.08%) Data Management
10 36 (10.08%) TDD
11 34 (9.52%) Business Intelligence
12 31 (8.68%) Waterfall
13 30 (8.40%) Data Integration
14 29 (8.12%) Data Analysis
14 29 (8.12%) Performance Tuning
15 26 (7.28%) TOGAF
16 24 (6.72%) SDLC
17 22 (6.16%) Open Source
18 21 (5.88%) BDD
Programming Languages
1 123 (34.45%) Java
2 121 (33.89%) Python
3 89 (24.93%) Scala
4 85 (23.81%) SQL
5 37 (10.36%) Shell Script
6 26 (7.28%) R
7 16 (4.48%) Perl
8 15 (4.20%) JavaScript
9 11 (3.08%) Bash Shell
10 6 (1.68%) Clojure
10 6 (1.68%) Dart
11 5 (1.40%) C#
11 5 (1.40%) PL/SQL
11 5 (1.40%) PowerShell
11 5 (1.40%) T-SQL
12 4 (1.12%) HiveQL
12 4 (1.12%) Korn
13 3 (0.84%) C++
13 3 (0.84%) Go
13 3 (0.84%) Groovy
Qualifications
1 40 (11.20%) Security Cleared
2 33 (9.24%) SC Cleared
3 11 (3.08%) CISSP
3 11 (3.08%) Degree
4 7 (1.96%) CISA
4 7 (1.96%) CISM
5 6 (1.68%) CESG Certified Professional
5 6 (1.68%) CLAS
6 5 (1.40%) BPSS Clearance
7 3 (0.84%) Computer Science Degree
7 3 (0.84%) DV Cleared
8 2 (0.56%) ISTQB
8 2 (0.56%) ISTQB Foundation Certification
8 2 (0.56%) Master's Degree
9 1 (0.28%) DBS Check
Quality Assurance & Compliance
1 35 (9.80%) Data Quality
2 23 (6.44%) QA
3 7 (1.96%) PCI DSS
4 6 (1.68%) FedRAMP
4 6 (1.68%) JSP 440
5 2 (0.56%) GDPR
6 1 (0.28%) Disclosure Scotland
6 1 (0.28%) Sarbanes-Oxley
6 1 (0.28%) Solvency II
System Software
1 89 (24.93%) HDFS
2 57 (15.97%) Apache Flume
3 31 (8.68%) Apache ZooKeeper
3 31 (8.68%) Docker
4 21 (5.88%) Active Directory
5 5 (1.40%) VMware Infrastructure
6 2 (0.56%) Hyper-V
6 2 (0.56%) Virtual Machines
7 1 (0.28%) vSphere
Systems Management
1 52 (14.57%) Oozie
2 41 (11.48%) Hadoop YARN
3 36 (10.08%) Ansible
4 20 (5.60%) Puppet
5 14 (3.92%) Kibana
6 13 (3.64%) Opscode Chef
7 9 (2.52%) Terraform
8 7 (1.96%) logstash
9 6 (1.68%) Mesos
10 3 (0.84%) Graphite
11 2 (0.56%) Ambari
11 2 (0.56%) Kubernetes
11 2 (0.56%) Salt
11 2 (0.56%) yum
12 1 (0.28%) Control-M
12 1 (0.28%) Packer
12 1 (0.28%) Tivoli
Vendors
1 50 (14.01%) Hortonworks
2 42 (11.76%) Oracle
3 31 (8.68%) Red Hat
4 30 (8.40%) Splunk
5 27 (7.56%) MapR
6 25 (7.00%) Tableau
7 23 (6.44%) Teradata
8 21 (5.88%) Nuix
9 19 (5.32%) Microsoft
10 13 (3.64%) Informatica
10 13 (3.64%) SAP
11 11 (3.08%) Ab Initio
12 7 (1.96%) IBM
12 7 (1.96%) MicroStrategy
12 7 (1.96%) VMware
13 6 (1.68%) ESRI
14 5 (1.40%) SaltStack
14 5 (1.40%) Talend
15 4 (1.12%) BEA
15 4 (1.12%) webMethods
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