Cloudera Contracts

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
Location	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	-	-

Cloudera
Top 30 Co-occurring IT Skills

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
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

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