Period
to 23 November 2017

The table below provides summary statistics for contract job vacancies advertised in England 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 23 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 > England
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 528 628 716
Rank change year-on-year +100 +88 +105
Contract jobs citing Cloudera 348 249 155
As % of all contract IT jobs advertised in England 0.37% 0.25% 0.15%
As % of the Vendors category 0.86% 0.56% 0.34%
Number of daily rates quoted 197 128 104
England median daily rate £550 £525 £550
Median daily rate % change year-on-year +4.76% -4.55% -4.35%
10th Percentile £363 £375 £406
90th Percentile £693 £671 £693
UK median daily rate £550 £525 £550
% change year-on-year +4.76% -4.55% -4.35%
Number of hourly rates quoted 0 0 0
England median hourly rate - - -
UK 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 advertised in England.

All Vendors
England
Contract vacancies with a requirement for knowledge or experience of vendor products and services 40600 44229 44976
As % of all contract IT jobs advertised in England 42.80% 45.23% 43.31%
Number of daily rates quoted 25466 27310 27018
England median daily rate £448 £425 £400
Median daily rate % change year-on-year +5.29% +6.25% -
10th Percentile £244 £245 £225
90th Percentile £625 £588 £575
UK median daily rate £433 £420 £400
% change year-on-year +2.98% +5.00% -
Number of hourly rates quoted 1360 1561 1937
England median hourly rate £17.38 £17.00 £17.50
Median hourly rate % change year-on-year +2.21% -2.86% +6.06%
10th Percentile £10.75 £10.25 £10.29
90th Percentile £45.00 £45.00 £43.75
UK median hourly rate £17.43 £16.50 £17.50
% change year-on-year +5.64% -5.71% +6.06%

Cloudera
Job Vacancy Trend in England

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

Job vacancy trend for Cloudera in England

Cloudera
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Cloudera in England

Cloudera
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Cloudera in England over the 6 months to 23 November 2017.

Contractor daily rate histogram for Cloudera in England

Cloudera
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Cloudera within the England region over the 6 months to 23 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
London +11 173 £560 +1.82% 26
South East +73 115 £550 +15.79% 3
East of England +9 49 £481 +11.92%
North of England +59 6 £600 +20.00% 5
North West +23 3 £600 +26.32% 2
Yorkshire +20 3 - - 3
South West -11 3 £675 +35.00% 1
West Midlands +17 2 £475 -5.94% 2
Midlands +8 2 £475 -5.94% 2
Cloudera
UK

For the 6 months to 23 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 across the England region with a requirement for Cloudera.

1 301 (86.49%) Hadoop
2 254 (72.99%) Big Data
3 200 (57.47%) Apache Spark
4 138 (39.66%) Apache Hive
5 126 (36.21%) Java
6 111 (31.90%) Agile Software Development
7 105 (30.17%) Python
8 97 (27.87%) Kafka
9 92 (26.44%) SQL
10 91 (26.15%) HBase
11 75 (21.55%) Scala
12 71 (20.40%) HDFS
13 70 (20.11%) Hortonworks
13 70 (20.11%) Linux
14 69 (19.83%) Amazon AWS
15 67 (19.25%) Impala
16 59 (16.95%) Apache Flume
17 57 (16.38%) DevOps
18 55 (15.80%) MapReduce
19 54 (15.52%) Sqoop
20 53 (15.23%) Finance
21 51 (14.66%) TDD
21 51 (14.66%) Analytics
22 49 (14.08%) NoSQL
22 49 (14.08%) Banking
23 48 (13.79%) Data Lake
24 45 (12.93%) Apache Pig
24 45 (12.93%) Scrum
25 44 (12.64%) Unix
26 42 (12.07%) Analytical Skills

Cloudera
Co-occurring IT Skills in England 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
1 200 (57.47%) Apache Spark
2 45 (12.93%) Apache Pig
3 31 (8.91%) Apache
4 19 (5.46%) Elasticsearch
5 14 (4.02%) Apache Solr
6 12 (3.45%) Tomcat
7 9 (2.59%) Confluence
8 6 (1.72%) SAS
9 5 (1.44%) JBoss
9 5 (1.44%) Jupyter
10 4 (1.15%) WebSphere
11 2 (0.57%) Mule
12 1 (0.29%) ArcGIS
12 1 (0.29%) nginx
12 1 (0.29%) Oracle SOA Suite
12 1 (0.29%) SharePoint
Cloud Services
1 69 (19.83%) Amazon AWS
2 13 (3.74%) Amazon S3
3 12 (3.45%) Amazon EC2
4 11 (3.16%) Google Analytics
4 11 (3.16%) Microsoft Azure
5 10 (2.87%) Amazon CloudWatch
5 10 (2.87%) Virtual Private Cloud
6 8 (2.30%) Cloud Computing
6 8 (2.30%) GitHub
6 8 (2.30%) PaaS
7 6 (1.72%) Google Cloud Platform
8 4 (1.15%) Amazon EMR
9 3 (0.86%) Amazon Kinesis
9 3 (0.86%) IaaS
9 3 (0.86%) SaaS
9 3 (0.86%) Serverless
10 2 (0.57%) Google Tag Manager
10 2 (0.57%) OpenShift
10 2 (0.57%) Rackspace Cloud
11 1 (0.29%) Cortana Intelligence Suite
Communications & Networking
1 30 (8.62%) Kerberos
2 10 (2.87%) DSL
2 10 (2.87%) HTTP
3 8 (2.30%) Network Security
4 4 (1.15%) SSL
5 2 (0.57%) HTTPS
5 2 (0.57%) VPN
6 1 (0.29%) Internet
6 1 (0.29%) LDAP
Database & Business Intelligence
1 301 (86.49%) Hadoop
2 254 (72.99%) Big Data
3 138 (39.66%) Apache Hive
4 91 (26.15%) HBase
5 67 (19.25%) Impala
6 54 (15.52%) Sqoop
7 49 (14.08%) NoSQL
8 48 (13.79%) Data Lake
9 34 (9.77%) MongoDB
10 32 (9.20%) SQL Server
11 29 (8.33%) Apache Cassandra
12 24 (6.90%) MySQL
13 22 (6.32%) Cloudera CDH
14 18 (5.17%) Data Warehouse
15 15 (4.31%) SQL Server 2008
16 14 (4.02%) Neo4j
17 12 (3.45%) PostgreSQL
17 12 (3.45%) Spark SQL
17 12 (3.45%) Spotfire
17 12 (3.45%) SQL Server 2012
Development Applications
1 38 (10.92%) Jenkins
2 30 (8.62%) JIRA
3 25 (7.18%) Git (software)
4 10 (2.87%) Artifactory
5 9 (2.59%) Maven
6 8 (2.30%) Eclipse
7 5 (1.44%) Sonatype Nexus
8 4 (1.15%) JUnit
8 4 (1.15%) Talend Open Studio
8 4 (1.15%) Vagrant
9 3 (0.86%) Gradle
10 2 (0.57%) Atlassian Bamboo
10 2 (0.57%) Mockito
10 2 (0.57%) ProC
10 2 (0.57%) Team Foundation Server
11 1 (0.29%) Cucumber
11 1 (0.29%) Hudson
11 1 (0.29%) Selenium
11 1 (0.29%) Subversion
11 1 (0.29%) Visual Studio
General
1 53 (15.23%) Finance
2 49 (14.08%) Banking
3 16 (4.60%) Telecoms
4 8 (2.30%) Retail
5 7 (2.01%) Legal
6 6 (1.72%) Investment Banking
7 4 (1.15%) Front Office
8 3 (0.86%) Marketing
8 3 (0.86%) Spanish Language
9 2 (0.57%) Pharmaceutical
10 1 (0.29%) Games
10 1 (0.29%) Italian Language
Job Titles
1 91 (26.15%) Developer
2 55 (15.80%) Architect
2 55 (15.80%) Data Engineer
3 46 (13.22%) Big Data Developer
4 44 (12.64%) Big Data Engineer
5 40 (11.49%) Data Architect
5 40 (11.49%) Hadoop Developer
6 35 (10.06%) Hadoop Engineer
7 31 (8.91%) Administrator
8 27 (7.76%) Big Data Architect
9 26 (7.47%) Apache Spark Developer
9 26 (7.47%) Java Developer
10 24 (6.90%) DevOps Engineer
11 18 (5.17%) Cloud Engineer
11 18 (5.17%) Consultant
12 17 (4.89%) Cloud Administrator
12 17 (4.89%) Cloud Developer
13 16 (4.60%) Hadoop Administrator
14 15 (4.31%) Cloud Architect
15 14 (4.02%) Scala Developer
Libraries, Frameworks & Software Standards
1 97 (27.87%) Kafka
2 29 (8.33%) RESTful
3 26 (7.47%) Web Services
4 24 (6.90%) REST
5 20 (5.75%) PySpark
6 19 (5.46%) Elastic Stack
7 14 (4.02%) SOAP
8 13 (3.74%) XML
9 12 (3.45%) Spring
10 10 (2.87%) Spark Streaming
11 9 (2.59%) scikit-learn
12 7 (2.01%) J2EE
12 7 (2.01%) Spring MVC
13 6 (1.72%) AngularJS
13 6 (1.72%) Lucene
14 5 (1.44%) Apache Avro
14 5 (1.44%) Apache Camel
14 5 (1.44%) Matplotlib
14 5 (1.44%) NumPy
14 5 (1.44%) Pandas
Miscellaneous
1 42 (12.07%) Analytical Skills
2 22 (6.32%) Greenfield Project
3 9 (2.59%) Fintech
4 8 (2.30%) Management Information System
4 8 (2.30%) Reference Data
5 7 (2.01%) Data Structures
6 6 (1.72%) Algorithms
7 4 (1.15%) Computer Science
7 4 (1.15%) Data Centre
7 4 (1.15%) Foreign Exchange (FX)
7 4 (1.15%) Semantic Web
7 4 (1.15%) User Experience
8 3 (0.86%) Credit Derivative
8 3 (0.86%) Derivative
8 3 (0.86%) Distributed Denial-of-Service
8 3 (0.86%) Equities
8 3 (0.86%) Market Risk
8 3 (0.86%) Public Cloud
9 2 (0.57%) Infotainment
9 2 (0.57%) Private Cloud
Operating Systems
1 70 (20.11%) Linux
2 44 (12.64%) Unix
3 22 (6.32%) Red Hat Enterprise Linux
4 12 (3.45%) CentOS
5 7 (2.01%) Ubuntu
6 5 (1.44%) Windows
7 3 (0.86%) Apple iOS
8 2 (0.57%) Android
8 2 (0.57%) Debian
9 1 (0.29%) Mac OS X
Processes & Methodologies
1 111 (31.90%) Agile Software Development
2 57 (16.38%) DevOps
3 55 (15.80%) MapReduce
4 51 (14.66%) Analytics
4 51 (14.66%) TDD
5 45 (12.93%) Scrum
6 40 (11.49%) ETL
7 34 (9.77%) Continuous Integration
8 32 (9.20%) Data Integration
9 31 (8.91%) Business Intelligence
10 24 (6.90%) Data Architecture
11 23 (6.61%) Data Modelling
11 23 (6.61%) Kanban
11 23 (6.61%) Technical Architecture
12 22 (6.32%) BDD
12 22 (6.32%) Data Management
13 20 (5.75%) Microservices
14 18 (5.17%) Project Management
15 17 (4.89%) Configuration Management
15 17 (4.89%) Software Engineering
Programming Languages
1 126 (36.21%) Java
2 105 (30.17%) Python
3 92 (26.44%) SQL
4 75 (21.55%) Scala
5 18 (5.17%) R
6 17 (4.89%) Bash Shell
7 16 (4.60%) Shell Script
8 9 (2.59%) JavaScript
9 6 (1.72%) PL/SQL
10 5 (1.44%) C++
10 5 (1.44%) HiveQL
11 4 (1.15%) C
11 4 (1.15%) Groovy
11 4 (1.15%) Ruby
11 4 (1.15%) T-SQL
12 3 (0.86%) Clojure
13 2 (0.57%) COBOL
14 1 (0.29%) C#
14 1 (0.29%) Perl
14 1 (0.29%) PHP
Qualifications
1 21 (6.03%) Security Cleared
2 15 (4.31%) SC Cleared
3 12 (3.45%) Degree
4 7 (2.01%) CISSP
5 5 (1.44%) DV Cleared
6 4 (1.15%) CESG Certified Professional
7 3 (0.86%) CISA
7 3 (0.86%) CISM
7 3 (0.86%) Computer Science Degree
7 3 (0.86%) ISSAP
8 1 (0.29%) CLAS
8 1 (0.29%) Master's Degree
Quality Assurance & Compliance
1 17 (4.89%) GDPR
2 15 (4.31%) Data Quality
3 3 (0.86%) QA
4 2 (0.57%) FedRAMP
4 2 (0.57%) GCP
4 2 (0.57%) PCI DSS
5 1 (0.29%) JSP 440
System Software
1 71 (20.40%) HDFS
2 59 (16.95%) Apache Flume
3 27 (7.76%) Docker
4 16 (4.60%) Active Directory
5 8 (2.30%) Apache ZooKeeper
6 5 (1.44%) Virtual Machines
Systems Management
1 41 (11.78%) Oozie
2 34 (9.77%) Hadoop YARN
3 30 (8.62%) Puppet
4 29 (8.33%) Terraform
5 27 (7.76%) Ansible
6 18 (5.17%) Opscode Chef
7 10 (2.87%) Graphite
8 9 (2.59%) Ambari
9 6 (1.72%) Kibana
10 5 (1.44%) logstash
10 5 (1.44%) yum
11 4 (1.15%) Kubernetes
11 4 (1.15%) Nagios
12 3 (0.86%) Apache Slider
13 2 (0.57%) Control-M
13 2 (0.57%) Ganglia
14 1 (0.29%) Packer
Vendors
1 70 (20.11%) Hortonworks
2 35 (10.06%) Oracle
3 27 (7.76%) Tableau
4 25 (7.18%) MapR
5 19 (5.46%) Google
6 16 (4.60%) Red Hat
7 15 (4.31%) Salesforce.com
8 14 (4.02%) Splunk
9 11 (3.16%) SAP
10 9 (2.59%) Nuix
11 8 (2.30%) Teradata
12 7 (2.01%) Informatica
13 6 (1.72%) Microsoft
14 5 (1.44%) Cisco
14 5 (1.44%) SaltStack
14 5 (1.44%) VMware
15 4 (1.15%) Talend
15 4 (1.15%) Workday
16 3 (0.86%) Atlassian
16 3 (0.86%) Palantir