Period
to 19 June 2018

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 19 June 2018 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
19 Jun 2018
Same period 2017 Same period 2016
Rank 494 508 690
Rank change year-on-year +14 +182 +77
Contract jobs citing Cloudera 398 322 165
As % of all contract IT jobs advertised in England 0.44% 0.38% 0.17%
As % of the Vendors category 1.05% 0.87% 0.38%
Number of daily rates quoted 272 191 89
England median daily rate £550 £513 £550
Median daily rate % change year-on-year +7.32% -6.82% -4.35%
10th Percentile £425 £350 £425
90th Percentile £688 £650 £725
UK median daily rate £550 £510 £550
% change year-on-year +7.84% -7.27% -4.35%
Number of hourly rates quoted 2 0 0
England median hourly rate £59.75 - -
UK median hourly rate £44.50 - -

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 37,926 36,911 42,886
As % of all contract IT jobs advertised in England 41.66% 44.02% 44.03%
Number of daily rates quoted 23,698 22,802 26,604
England median daily rate £450 £425 £413
Median daily rate % change year-on-year +5.88% +3.03% +3.13%
10th Percentile £250 £260 £250
90th Percentile £625 £601 £588
UK median daily rate £450 £425 £413
% change year-on-year +5.88% +3.03% +3.13%
Number of hourly rates quoted 1,364 1,268 1,476
England median hourly rate £17.50 £17.45 £18.00
Median hourly rate % change year-on-year +0.32% -3.08% +2.86%
10th Percentile £11.00 £10.25 £10.00
90th Percentile £47.50 £47.50 £47.00
UK median hourly rate £17.50 £17.35 £18.50
% change year-on-year +0.89% -6.24% +5.71%

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 19 June 2018.

Contractor daily rate histogram for Cloudera in England

Cloudera
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Cloudera in England over the 6 months to 19 June 2018.

Contractor hourly 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 19 June 2018. 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 -51 184 £550 - 29
South East +27 103 £550 +37.33% 6
North of England +17 50 £550 - 7
Midlands +26 42 £500 +0.89% 1
East Midlands +35 36 £500 -
North West +2 21 £600 - 6
Yorkshire -7 15 £500 - 1
North East - 15 £475 -
South West -21 9 £488 -4.88%
East of England -27 9 £413 -17.50% 1
West Midlands -18 6 £488 -1.63% 1
Cloudera
UK

For the 6 months to 19 June 2018, IT contractor jobs citing Cloudera also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the England region with a requirement for Cloudera.

1 324 (81.41%) Hadoop
2 308 (77.39%) Big Data
3 211 (53.02%) Apache Spark
4 190 (47.74%) Apache Hive
5 152 (38.19%) Agile Software Development
6 143 (35.93%) Linux
7 138 (34.67%) Python
8 133 (33.42%) Java
9 132 (33.17%) Impala
10 126 (31.66%) Analytics
10 126 (31.66%) Scala
11 120 (30.15%) Amazon AWS
12 117 (29.40%) Kafka
13 116 (29.15%) Hortonworks
14 115 (28.89%) ETL
15 112 (28.14%) HBase
16 103 (25.88%) SQL
17 101 (25.38%) Sqoop
18 100 (25.13%) HDFS
19 83 (20.85%) SQL Server
20 80 (20.10%) DevOps
21 79 (19.85%) Data Warehouse
22 77 (19.35%) Apache
23 74 (18.59%) Finance
23 74 (18.59%) Jenkins
24 73 (18.34%) Continuous Integration
25 67 (16.83%) Ansible
26 64 (16.08%) Business Intelligence
27 62 (15.58%) Apache Flume
27 62 (15.58%) Bash Shell

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
1 211 (53.02%) Apache Spark
2 77 (19.35%) Apache
3 35 (8.79%) Elasticsearch
4 32 (8.04%) Apache Pig
5 21 (5.28%) Apache Solr
6 18 (4.52%) Tomcat
7 15 (3.77%) Confluence
7 15 (3.77%) SAS
8 10 (2.51%) nginx
9 4 (1.01%) ArcGIS
10 3 (0.75%) JBoss
10 3 (0.75%) Jetty
10 3 (0.75%) Oracle Self-Service HR
10 3 (0.75%) WebLogic
11 2 (0.50%) Jupyter
11 2 (0.50%) Oracle SOA Suite
12 1 (0.25%) Apache Airflow
12 1 (0.25%) IBM Domino
Applications
1 14 (3.52%) Microsoft Excel
2 11 (2.76%) MS Visio
3 6 (1.51%) HipChat
4 2 (0.50%) Microsoft Project
Business Applications
1 3 (0.75%) SAP APO
1 3 (0.75%) SAP HR
1 3 (0.75%) SAP MM
2 2 (0.50%) Global One
2 2 (0.50%) SAP ERP
2 2 (0.50%) SAP MDM
Cloud Services
1 120 (30.15%) Amazon AWS
2 42 (10.55%) Microsoft Azure
3 24 (6.03%) Amazon S3
4 13 (3.27%) PaaS
4 13 (3.27%) Virtual Private Cloud
5 12 (3.02%) Amazon EC2
5 12 (3.02%) Google Tag Manager
5 12 (3.02%) IaaS
6 11 (2.76%) Amazon EMR
7 8 (2.01%) AWS Lambda
7 8 (2.01%) Serverless
8 6 (1.51%) SaaS
9 4 (1.01%) AWS CloudFormation
10 3 (0.75%) Akamai
11 2 (0.50%) Cloud Computing
11 2 (0.50%) Google Cloud Platform
12 1 (0.25%) Amazon CloudWatch
12 1 (0.25%) Amazon Kinesis
12 1 (0.25%) Bluemix
12 1 (0.25%) GitHub
Communications & Networking
1 19 (4.77%) Kerberos
2 10 (2.51%) VPN
3 7 (1.76%) Firewall
4 6 (1.51%) Network Security
5 4 (1.01%) DNS
5 4 (1.01%) DSL
6 3 (0.75%) BIG-IP
6 3 (0.75%) LAN
6 3 (0.75%) SSH
6 3 (0.75%) WAN
7 2 (0.50%) HTTP
7 2 (0.50%) Reverse Proxy
7 2 (0.50%) TCP/IP
8 1 (0.25%) BGP
8 1 (0.25%) DHCP
8 1 (0.25%) FTP
8 1 (0.25%) Internet
8 1 (0.25%) IPsec
8 1 (0.25%) OSPF
8 1 (0.25%) SAN
Database & Business Intelligence
1 324 (81.41%) Hadoop
2 308 (77.39%) Big Data
3 190 (47.74%) Apache Hive
4 132 (33.17%) Impala
5 112 (28.14%) HBase
6 101 (25.38%) Sqoop
7 83 (20.85%) SQL Server
8 79 (19.85%) Data Warehouse
9 61 (15.33%) Data Lake
9 61 (15.33%) NoSQL
10 44 (11.06%) Cloudera CDH
11 41 (10.30%) Relational Database
12 37 (9.30%) MongoDB
13 36 (9.05%) Apache Cassandra
14 30 (7.54%) PostgreSQL
15 26 (6.53%) MySQL
16 20 (5.03%) Power BI
17 14 (3.52%) Apache Kudu
18 13 (3.27%) RDBMS
19 12 (3.02%) SAP BW
Development Applications
1 74 (18.59%) Jenkins
2 41 (10.30%) Git (software)
3 30 (7.54%) Team Foundation Server
4 25 (6.28%) JIRA
4 25 (6.28%) Maven
5 12 (3.02%) Subversion
6 11 (2.76%) GitLab
6 11 (2.76%) TeamCity
7 8 (2.01%) Gradle
7 8 (2.01%) JUnit
7 8 (2.01%) Sonatype Nexus
8 7 (1.76%) SonarQube
9 6 (1.51%) Cucumber
9 6 (1.51%) Eclipse
10 5 (1.26%) Ant
10 5 (1.26%) ClearCase
10 5 (1.26%) ERwin
11 4 (1.01%) IntelliJ
11 4 (1.01%) Vagrant
12 3 (0.75%) Artifactory
General
1 74 (18.59%) Finance
2 33 (8.29%) Banking
3 24 (6.03%) Retail
4 11 (2.76%) Corporate Banking
5 9 (2.26%) Marketing
6 6 (1.51%) Automotive
6 6 (1.51%) Investment Banking
7 5 (1.26%) Law
7 5 (1.26%) Telecoms
8 4 (1.01%) Games
8 4 (1.01%) Publishing
9 3 (0.75%) Back Office
9 3 (0.75%) Manufacturing
10 2 (0.50%) Front Office
10 2 (0.50%) Retail Banking
11 1 (0.25%) Electronics
11 1 (0.25%) Legal
11 1 (0.25%) Pharmaceutical
Job Titles
1 93 (23.37%) Developer
2 87 (21.86%) Data Engineer
3 67 (16.83%) Big Data Developer
4 65 (16.33%) Architect
5 57 (14.32%) Big Data Engineer
6 42 (10.55%) Data Architect
7 33 (8.29%) Consultant
8 31 (7.79%) Big Data Architect
8 31 (7.79%) Hadoop Engineer
9 26 (6.53%) DevOps Engineer
10 25 (6.28%) Hadoop Developer
11 23 (5.78%) Analyst
12 22 (5.53%) Cloud Architect
13 21 (5.28%) AWS DevOps
14 19 (4.77%) Cloud Engineer
15 16 (4.02%) Administrator
16 13 (3.27%) Hadoop Administrator
16 13 (3.27%) Hadoop Architect
17 12 (3.02%) AWS Consultant
17 12 (3.02%) Platform Engineer
Libraries, Frameworks & Software Standards
1 117 (29.40%) Kafka
2 49 (12.31%) Spark Streaming
3 48 (12.06%) Web Services
4 26 (6.53%) SOAP
4 26 (6.53%) XML
5 25 (6.28%) JSON
6 20 (5.03%) RESTful
7 19 (4.77%) LDAP
8 16 (4.02%) RabbitMQ
9 15 (3.77%) TensorFlow
10 14 (3.52%) REST
11 11 (2.76%) JMS
12 9 (2.26%) Apache Camel
13 8 (2.01%) Apache Avro
13 8 (2.01%) LAMP
13 8 (2.01%) Lucene
13 8 (2.01%) MLlib
14 7 (1.76%) .NET
14 7 (1.76%) Elastic Stack
14 7 (1.76%) scikit-learn
Miscellaneous
1 25 (6.28%) Greenfield Project
2 21 (5.28%) Analytical Skills
3 17 (4.27%) Computer Science
4 14 (3.52%) Public Cloud
5 12 (3.02%) Wiki
6 11 (2.76%) Credit Risk
6 11 (2.76%) Data Structures
6 11 (2.76%) Management Information System
7 10 (2.51%) Self-Motivation
8 6 (1.51%) Market Risk
9 5 (1.26%) Clustering
9 5 (1.26%) Enterprise Software
9 5 (1.26%) Grid Computing
10 3 (0.75%) Algorithms
10 3 (0.75%) Derivative
10 3 (0.75%) Hybrid Cloud
10 3 (0.75%) Replication
10 3 (0.75%) User Experience
10 3 (0.75%) Virtual Team
11 2 (0.50%) Mobile App
Operating Systems
1 143 (35.93%) Linux
2 41 (10.30%) Unix
3 36 (9.05%) CentOS
3 36 (9.05%) Windows
4 31 (7.79%) Red Hat Enterprise Linux
5 8 (2.01%) Windows Server
6 7 (1.76%) Ubuntu
7 5 (1.26%) Debian
7 5 (1.26%) Windows Server 2008
8 3 (0.75%) Android
8 3 (0.75%) Apple iOS
8 3 (0.75%) Mac OS X
9 1 (0.25%) Solaris
Processes & Methodologies
1 152 (38.19%) Agile Software Development
2 126 (31.66%) Analytics
3 115 (28.89%) ETL
4 80 (20.10%) DevOps
5 73 (18.34%) Continuous Integration
6 64 (16.08%) Business Intelligence
7 61 (15.33%) Data Modelling
8 47 (11.81%) MapReduce
8 47 (11.81%) Visualisation
9 41 (10.30%) Scrum
10 36 (9.05%) Data Science
11 34 (8.54%) Data Analysis
12 33 (8.29%) Data Analytics
13 32 (8.04%) Data Engineering
14 28 (7.04%) Data Ingestion
14 28 (7.04%) Data Strategy
14 28 (7.04%) Mentoring
15 27 (6.78%) Data Transformation
16 26 (6.53%) Migration
17 25 (6.28%) TDD
Programming Languages
1 138 (34.67%) Python
2 133 (33.42%) Java
3 126 (31.66%) Scala
4 103 (25.88%) SQL
5 62 (15.58%) Bash Shell
6 32 (8.04%) Shell Script
7 26 (6.53%) R
8 21 (5.28%) PowerShell
9 13 (3.27%) Perl
9 13 (3.27%) PL/SQL
9 13 (3.27%) T-SQL
10 12 (3.02%) JavaScript
11 11 (2.76%) Java 8
11 11 (2.76%) Korn
12 10 (2.51%) Ruby
13 9 (2.26%) HiveQL
14 5 (1.26%) C#
14 5 (1.26%) C++
14 5 (1.26%) Groovy
15 4 (1.01%) Dart
Qualifications
1 32 (8.04%) Security Cleared
2 26 (6.53%) SC Cleared
3 13 (3.27%) Degree
4 12 (3.02%) DV Cleared
5 8 (2.01%) Computer Science Degree
6 7 (1.76%) CISSP
7 6 (1.51%) PhD
8 5 (1.26%) Numerate Degree
9 4 (1.01%) CESG Certified Professional
9 4 (1.01%) CLAS
10 3 (0.75%) CEH
10 3 (0.75%) CISM
10 3 (0.75%) SANS
11 1 (0.25%) AWS Certification
11 1 (0.25%) BPSS Clearance
Quality Assurance & Compliance
1 27 (6.78%) Data Quality
2 22 (5.53%) QA
3 8 (2.01%) GDPR
4 4 (1.01%) ISO/IEC 20000
4 4 (1.01%) ISO/IEC 27001
4 4 (1.01%) JSP 440
4 4 (1.01%) NIST 800
4 4 (1.01%) RMADS
4 4 (1.01%) Sarbanes-Oxley
5 3 (0.75%) SLA
System Software
1 100 (25.13%) HDFS
2 62 (15.58%) Apache Flume
3 35 (8.79%) Docker
4 19 (4.77%) Apache ZooKeeper
5 7 (1.76%) Active Directory
6 1 (0.25%) Veritas Cluster Server
6 1 (0.25%) Veritas File System
6 1 (0.25%) Veritas Volume Manager
Systems Management
1 67 (16.83%) Ansible
2 43 (10.80%) Oozie
3 40 (10.05%) Hadoop YARN
4 33 (8.29%) Terraform
5 26 (6.53%) Puppet
6 17 (4.27%) Opscode Chef
7 14 (3.52%) Kibana
8 10 (2.51%) Salt
9 8 (2.01%) Kubernetes
10 7 (1.76%) Mesos
11 6 (1.51%) McAfee ePO
12 5 (1.26%) Ambari
12 5 (1.26%) Nagios
13 3 (0.75%) HP ALM
14 2 (0.50%) Grafana
14 2 (0.50%) logstash
15 1 (0.25%) Consul
15 1 (0.25%) NetBackup
15 1 (0.25%) Packer
Vendors
1 116 (29.15%) Hortonworks
2 54 (13.57%) MapR
2 54 (13.57%) Oracle
3 46 (11.56%) Tableau
4 39 (9.80%) Talend
5 38 (9.55%) Microsoft
6 24 (6.03%) Splunk
7 23 (5.78%) Salesforce.com
8 22 (5.53%) Informatica
8 22 (5.53%) Red Hat
9 21 (5.28%) SAP
10 17 (4.27%) Ab Initio
11 14 (3.52%) Google
11 14 (3.52%) IBM
12 12 (3.02%) Tealium
13 7 (1.76%) Atlassian
13 7 (1.76%) McAfee
13 7 (1.76%) Workday
14 6 (1.51%) ServiceNow
14 6 (1.51%) Symantec