Period
to 21 November 2017

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 6 months to 21 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.

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

Cloudera
UK
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 510 614 719
Rank change year-on-year +104 +105 +127
Contract jobs citing Cloudera 400 277 169
As % of all contract IT jobs advertised in the UK 0.39% 0.26% 0.15%
As % of the Vendors category 0.91% 0.58% 0.34%
Number of daily rates quoted 222 144 105
UK median daily rate £550 £525 £550
Median daily rate % change year-on-year +4.76% -4.55% -4.35%
10th Percentile £363 £377 £406
90th Percentile £688 £673 £690
UK excluding London median daily rate £500 £500 £525
% change year-on-year - -4.76% +2.94%
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 contract job vacancies with a requirement for knowledge or experience of vendor products and services.

All Vendors
UK
Contract vacancies with a requirement for knowledge or experience of vendor products and services 43951 47473 49241
As % of all contract IT jobs advertised in the UK 42.62% 45.33% 43.35%
Number of daily rates quoted 27307 29002 29036
UK median daily rate £430 £420 £400
Median daily rate % change year-on-year +2.38% +5.00% -
10th Percentile £235 £240 £225
90th Percentile £625 £588 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.23% +3.33% +4.17%
Number of hourly rates quoted 1470 1695 2097
UK median hourly rate £17.38 £16.50 £17.50
Median hourly rate % change year-on-year +5.30% -5.71% +6.06%
10th Percentile £10.58 £10.23 £10.13
90th Percentile £45.27 £45.00 £43.75
UK excluding London median hourly rate £16.50 £16.50 £17.50
% change year-on-year - -5.71% +6.06%

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 6 months to 21 November 2017.

Contractor daily rate histogram for Cloudera in the UK

Cloudera
Top 14 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 6 months to 21 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
England +110 363 £550 +4.76% 42
UK excluding London +101 214 £500 - 18
London +20 182 £550 - 26
South East +70 114 £550 +15.79% 3
East of England +22 49 £481 +11.92% 1
Wales +11 17 £600 +14.29%
Scotland -2 13 £463 -19.57% 2
South West -6 10 £575 +15.00% 1
North of England +51 6 £600 +20.00% 8
North West +24 3 £600 +26.32% 3
Yorkshire +22 3 - - 5
Northern Ireland -45 3 - -
West Midlands +5 2 £475 -5.94% 3
Midlands +2 2 £475 -5.94% 3

For the 6 months to 21 November 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.

1 343 (85.75%) Hadoop
2 281 (70.25%) Big Data
3 214 (53.50%) Apache Spark
4 152 (38.00%) Apache Hive
5 141 (35.25%) Java
6 137 (34.25%) Agile Software Development
7 114 (28.50%) Python
8 106 (26.50%) SQL
9 100 (25.00%) Kafka
10 96 (24.00%) HBase
11 84 (21.00%) Amazon AWS
12 83 (20.75%) Linux
13 82 (20.50%) Scala
14 74 (18.50%) HDFS
14 74 (18.50%) Impala
15 69 (17.25%) Hortonworks
16 66 (16.50%) DevOps
16 66 (16.50%) Finance
17 63 (15.75%) Analytics
18 60 (15.00%) Apache Flume
18 60 (15.00%) TDD
19 56 (14.00%) MapReduce
20 55 (13.75%) NoSQL
21 54 (13.50%) Sqoop
22 53 (13.25%) Banking
23 51 (12.75%) Scrum
23 51 (12.75%) Unix
23 51 (12.75%) Analytical Skills
24 47 (11.75%) Oozie
24 47 (11.75%) Jenkins

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
1 214 (53.50%) Apache Spark
2 46 (11.50%) Apache Pig
3 32 (8.00%) Apache
4 22 (5.50%) Elasticsearch
5 14 (3.50%) Apache Solr
6 13 (3.25%) Tomcat
7 9 (2.25%) Confluence
7 9 (2.25%) SAS
8 7 (1.75%) nginx
9 6 (1.50%) ArcGIS
10 5 (1.25%) JBoss
10 5 (1.25%) Jupyter
11 4 (1.00%) Cloud Foundry
11 4 (1.00%) WebSphere
12 2 (0.50%) Mule
13 1 (0.25%) Oracle SOA Suite
13 1 (0.25%) SharePoint
Cloud Services
1 84 (21.00%) Amazon AWS
2 14 (3.50%) Amazon S3
3 13 (3.25%) Microsoft Azure
4 12 (3.00%) Amazon EC2
5 11 (2.75%) Google Analytics
6 10 (2.50%) Amazon CloudWatch
6 10 (2.50%) PaaS
6 10 (2.50%) Virtual Private Cloud
7 8 (2.00%) Cloud Computing
7 8 (2.00%) GitHub
8 7 (1.75%) Google Cloud Platform
9 4 (1.00%) Amazon EMR
10 3 (0.75%) Amazon Kinesis
10 3 (0.75%) IaaS
10 3 (0.75%) SaaS
10 3 (0.75%) Serverless
11 2 (0.50%) OpenShift
11 2 (0.50%) Rackspace Cloud
12 1 (0.25%) Cortana Intelligence Suite
12 1 (0.25%) Data Lake Analytics
Communications & Networking
1 34 (8.50%) Kerberos
2 10 (2.50%) DSL
2 10 (2.50%) HTTP
3 8 (2.00%) Network Security
4 4 (1.00%) LDAP
4 4 (1.00%) SSL
5 2 (0.50%) HTTPS
5 2 (0.50%) VPN
6 1 (0.25%) Internet
6 1 (0.25%) IPv4
Database & Business Intelligence
1 343 (85.75%) Hadoop
2 281 (70.25%) Big Data
3 152 (38.00%) Apache Hive
4 96 (24.00%) HBase
5 74 (18.50%) Impala
6 55 (13.75%) NoSQL
7 54 (13.50%) Sqoop
8 46 (11.50%) Data Lake
9 34 (8.50%) MongoDB
10 33 (8.25%) SQL Server
11 29 (7.25%) Apache Cassandra
12 26 (6.50%) Data Warehouse
12 26 (6.50%) MySQL
13 25 (6.25%) Cloudera CDH
14 15 (3.75%) SQL Server 2008
15 14 (3.50%) Neo4j
16 12 (3.00%) Spark SQL
16 12 (3.00%) Spotfire
16 12 (3.00%) SQL Server 2012
17 11 (2.75%) PostgreSQL
Development Applications
1 47 (11.75%) Jenkins
2 33 (8.25%) JIRA
3 26 (6.50%) Git (software)
4 16 (4.00%) Maven
5 10 (2.50%) Artifactory
5 10 (2.50%) Sonatype Nexus
6 9 (2.25%) Team Foundation Server
7 8 (2.00%) Eclipse
7 8 (2.00%) JUnit
8 6 (1.50%) Mockito
8 6 (1.50%) Vagrant
9 4 (1.00%) Subversion
10 3 (0.75%) Gradle
10 3 (0.75%) Talend Open Studio
10 3 (0.75%) Visual Studio
11 2 (0.50%) Ant
11 2 (0.50%) Atlassian Bamboo
11 2 (0.50%) ClearCase
11 2 (0.50%) ProC
12 1 (0.25%) HP UFT
General
1 66 (16.50%) Finance
2 53 (13.25%) Banking
3 18 (4.50%) Telecoms
4 8 (2.00%) Retail
5 7 (1.75%) Legal
6 6 (1.50%) Investment Banking
7 5 (1.25%) Front Office
7 5 (1.25%) Marketing
8 3 (0.75%) Spanish Language
9 2 (0.50%) Back Office
9 2 (0.50%) Electronics
9 2 (0.50%) Manufacturing
9 2 (0.50%) Pharmaceutical
9 2 (0.50%) Retail Banking
10 1 (0.25%) Games
10 1 (0.25%) Italian Language
Job Titles
1 106 (26.50%) Developer
2 75 (18.75%) Architect
3 58 (14.50%) Data Engineer
4 55 (13.75%) Data Architect
5 53 (13.25%) Big Data Developer
6 48 (12.00%) Big Data Engineer
7 40 (10.00%) Hadoop Developer
8 37 (9.25%) Hadoop Engineer
9 34 (8.50%) Java Developer
10 32 (8.00%) Big Data Architect
11 31 (7.75%) Administrator
12 27 (6.75%) Apache Spark Developer
13 26 (6.50%) DevOps Engineer
14 24 (6.00%) Consultant
15 21 (5.25%) Cloud Engineer
16 20 (5.00%) Cloud Architect
17 17 (4.25%) Cloud Administrator
17 17 (4.25%) Cloud Developer
18 16 (4.00%) Hadoop Administrator
18 16 (4.00%) Hadoop Architect
Libraries, Frameworks & Software Standards
1 100 (25.00%) Kafka
2 28 (7.00%) RESTful
3 26 (6.50%) Web Services
4 24 (6.00%) REST
5 20 (5.00%) PySpark
6 19 (4.75%) Elastic Stack
7 13 (3.25%) SOAP
7 13 (3.25%) XML
8 12 (3.00%) Spring
9 10 (2.50%) Spark Streaming
10 9 (2.25%) scikit-learn
11 7 (1.75%) AngularJS
11 7 (1.75%) J2EE
11 7 (1.75%) Spring MVC
12 6 (1.50%) .NET
12 6 (1.50%) Lucene
13 5 (1.25%) Apache Avro
13 5 (1.25%) Gherkin
13 5 (1.25%) HTML
13 5 (1.25%) JSON
Miscellaneous
1 51 (12.75%) Analytical Skills
2 22 (5.50%) Greenfield Project
3 17 (4.25%) Data Structures
4 12 (3.00%) Computer Science
5 9 (2.25%) Fintech
6 8 (2.00%) Management Information System
6 8 (2.00%) Reference Data
7 7 (1.75%) Algorithms
8 6 (1.50%) Cyberthreat
8 6 (1.50%) Market Risk
9 4 (1.00%) Data Centre
9 4 (1.00%) Foreign Exchange (FX)
9 4 (1.00%) Semantic Web
9 4 (1.00%) User Experience
10 3 (0.75%) Credit Derivative
10 3 (0.75%) Derivative
10 3 (0.75%) Distributed Denial-of-Service
10 3 (0.75%) Equities
10 3 (0.75%) Public Cloud
11 2 (0.50%) Private Cloud
Operating Systems
1 83 (20.75%) Linux
2 51 (12.75%) Unix
3 26 (6.50%) Red Hat Enterprise Linux
4 16 (4.00%) CentOS
5 12 (3.00%) Windows
6 7 (1.75%) Ubuntu
7 3 (0.75%) Apple iOS
8 2 (0.50%) Android
8 2 (0.50%) Debian
9 1 (0.25%) Mac OS X
9 1 (0.25%) Windows Server
9 1 (0.25%) Windows Server 2008
Processes & Methodologies
1 137 (34.25%) Agile Software Development
2 66 (16.50%) DevOps
3 63 (15.75%) Analytics
4 60 (15.00%) TDD
5 56 (14.00%) MapReduce
6 51 (12.75%) Scrum
7 45 (11.25%) ETL
8 39 (9.75%) Continuous Integration
9 38 (9.50%) Business Intelligence
10 35 (8.75%) Data Integration
11 32 (8.00%) Data Modelling
12 29 (7.25%) BDD
13 27 (6.75%) Data Architecture
14 26 (6.50%) Kanban
15 24 (6.00%) Data Analysis
15 24 (6.00%) Data Management
16 23 (5.75%) Technical Architecture
17 22 (5.50%) Microservices
18 21 (5.25%) Migration
19 19 (4.75%) Software Engineering
Programming Languages
1 141 (35.25%) Java
2 114 (28.50%) Python
3 106 (26.50%) SQL
4 82 (20.50%) Scala
5 22 (5.50%) R
6 17 (4.25%) Bash Shell
6 17 (4.25%) Shell Script
7 11 (2.75%) JavaScript
8 6 (1.50%) Dart
9 5 (1.25%) C++
9 5 (1.25%) HiveQL
9 5 (1.25%) PL/SQL
10 4 (1.00%) C
10 4 (1.00%) Groovy
10 4 (1.00%) Ruby
10 4 (1.00%) T-SQL
11 3 (0.75%) C#
11 3 (0.75%) Clojure
12 2 (0.50%) COBOL
12 2 (0.50%) VBA
Qualifications
1 31 (7.75%) Security Cleared
2 22 (5.50%) SC Cleared
3 16 (4.00%) Degree
4 12 (3.00%) CISSP
5 11 (2.75%) CESG Certified Professional
6 6 (1.50%) CLAS
6 6 (1.50%) DV Cleared
7 5 (1.25%) Computer Science Degree
7 5 (1.25%) ISSAP
8 3 (0.75%) CISA
8 3 (0.75%) CISM
9 1 (0.25%) ISTQB
9 1 (0.25%) ISTQB Foundation Certification
9 1 (0.25%) Master's Degree
Quality Assurance & Compliance
1 18 (4.50%) GDPR
2 16 (4.00%) Data Quality
3 6 (1.50%) JSP 440
4 3 (0.75%) PCI DSS
5 2 (0.50%) FedRAMP
5 2 (0.50%) GCP
5 2 (0.50%) QA
6 1 (0.25%) Disclosure Scotland
System Software
1 74 (18.50%) HDFS
2 60 (15.00%) Apache Flume
3 33 (8.25%) Docker
4 16 (4.00%) Active Directory
5 8 (2.00%) Apache ZooKeeper
6 5 (1.25%) Virtual Machines
7 2 (0.50%) Hyper-V
7 2 (0.50%) VMware Infrastructure
Systems Management
1 47 (11.75%) Oozie
2 36 (9.00%) Ansible
3 34 (8.50%) Hadoop YARN
4 33 (8.25%) Puppet
5 29 (7.25%) Terraform
6 18 (4.50%) Opscode Chef
7 10 (2.50%) Graphite
8 9 (2.25%) Ambari
9 6 (1.50%) Kibana
10 5 (1.25%) logstash
10 5 (1.25%) yum
11 4 (1.00%) Kubernetes
11 4 (1.00%) Nagios
12 3 (0.75%) Apache Slider
13 2 (0.50%) Control-M
13 2 (0.50%) Ganglia
14 1 (0.25%) Packer
Vendors
1 69 (17.25%) Hortonworks
2 39 (9.75%) Oracle
3 32 (8.00%) Tableau
4 24 (6.00%) MapR
5 23 (5.75%) Red Hat
6 21 (5.25%) Splunk
7 19 (4.75%) Google
8 14 (3.50%) Salesforce.com
8 14 (3.50%) Teradata
9 13 (3.25%) Microsoft
9 13 (3.25%) SAP
10 9 (2.25%) Nuix
11 7 (1.75%) VMware
12 6 (1.50%) ESRI
12 6 (1.50%) Informatica
12 6 (1.50%) SaltStack
13 5 (1.25%) Cisco
14 4 (1.00%) Workday
15 3 (0.75%) MicroStrategy
15 3 (0.75%) TIBCO