Period
to 28 May 2020

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 28 May 2020 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
28 May 2020
Same period 2019 Same period 2018
Rank 376 470 495
Rank change year-on-year +94 +25 +33
Contract jobs citing Cloudera 250 423 451
As % of all contract jobs advertised in the UK 0.53% 0.47% 0.45%
As % of the Vendors category 1.24% 1.10% 1.08%
Number of daily rates quoted 200 298 305
Median daily rate £578 £550 £550
Median daily rate % change year-on-year +5.00% - +10.00%
10th Percentile £413 £450 £425
90th Percentile £726 £750 £675
UK excluding London median daily rate £569 £550 £550
% change year-on-year +3.41% - +22.22%
Number of hourly rates quoted 8 2 2
Median hourly rate £35.00 £62.00 £46.94
Median hourly rate % change year-on-year -43.55% +32.10% -
UK excluding London median hourly rate £35.00 £69.00 £18.87
% change year-on-year -49.28% +265.66% -

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 20,095 38,529 41,884
As % of all contract IT jobs advertised in the UK 42.90% 42.45% 41.54%
Number of daily rates quoted 11,904 23,999 26,051
Median daily rate £450 £460 £450
Median daily rate % change year-on-year -2.17% +2.22% +5.88%
10th Percentile £231 £263 £250
90th Percentile £656 £638 £625
UK excluding London median daily rate £430 £425 £413
% change year-on-year +1.18% +3.03% +3.13%
Number of hourly rates quoted 902 1,296 1,494
Median hourly rate £20.93 £18.75 £17.50
Median hourly rate % change year-on-year +11.60% +7.14% -
10th Percentile £12.36 £11.00 £10.75
90th Percentile £52.08 £50.00 £47.50
Median hourly rate £19.50 £17.50 £15.86
% change year-on-year +11.43% +10.34% -6.71%

Cloudera
Job Vacancy Trend

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

Job vacancy trend for Cloudera in the UK

Cloudera
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Cloudera.

Daily rate trend for Cloudera in the UK

Cloudera
Daily Rate Histogram

Daily rate distribution for jobs citing Cloudera over the 6 months to 28 May 2020.

Daily rate histogram for Cloudera in the UK

Cloudera
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Cloudera.

Hourly rate trend for Cloudera in the UK

Cloudera
Top 15 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 28 May 2020. 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 +97 214 £600 +9.09% 5
UK excluding London +120 156 £569 +3.41% 1
London +81 83 £550 - 4
North of England +61 65 £700 +16.67%
North West +38 56 £675 +8.00%
Wales +56 35 £490 +91.22%
South East +116 28 £438 -9.61% 1
Midlands +69 20 £450 -4.76%
West Midlands +56 20 £450 -6.25%
Work from Home +25 19 £688 -
South West +47 6 £400 -28.57%
East of England +60 3 £360 -18.87%
Yorkshire +48 1 £550 +10.55%
Scotland +31 1 - -
North East +15 1 £750 +53.85%

For the 6 months to 28 May 2020, 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 with a requirement for Cloudera.

1 178 (71.20%) Big Data
2 176 (70.40%) Hadoop
3 141 (56.40%) AWS
4 115 (46.00%) Python
5 104 (41.60%) DevOps
6 98 (39.20%) Apache Spark
7 92 (36.80%) Hortonworks
8 91 (36.40%) SQL
8 91 (36.40%) Azure
9 89 (35.60%) Jenkins
10 87 (34.80%) Docker
11 86 (34.40%) Kubernetes
11 86 (34.40%) Terraform
11 86 (34.40%) Apache Hive
12 81 (32.40%) ETL
13 67 (26.80%) Impala
14 66 (26.40%) Security Cleared
15 64 (25.60%) Agile Software Development
15 64 (25.60%) Java
16 61 (24.40%) SC Cleared
17 59 (23.60%) Scala
17 59 (23.60%) Analytics
18 57 (22.80%) Ansible
19 55 (22.00%) Git (software)
20 52 (20.80%) Software Engineering
20 52 (20.80%) Data Engineering
21 50 (20.00%) HDFS
22 44 (17.60%) GitLab
22 44 (17.60%) Web Services
23 42 (16.80%) Data Modelling

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 98 (39.20%) Apache Spark
2 19 (7.60%) SAS
3 8 (3.20%) Apache
3 8 (3.20%) Jupyter
4 7 (2.80%) Tomcat
5 6 (2.40%) Apache Pig
6 5 (2.00%) Elasticsearch
7 4 (1.60%) Confluence
8 3 (1.20%) Tornado
9 1 (0.40%) Apache Airflow
9 1 (0.40%) Apache Solr
Applications
1 1 (0.40%) Chatbot
1 1 (0.40%) SPSS
Business Applications
1 7 (2.80%) SAP S/4HANA
2 5 (2.00%) SAP Oil and Gas
3 2 (0.80%) assyst
Cloud Services
1 141 (56.40%) AWS
2 91 (36.40%) Azure
3 14 (5.60%) PaaS
4 13 (5.20%) GCP
4 13 (5.20%) Power Platform
5 5 (2.00%) Cloud Computing
6 4 (1.60%) IaaS
6 4 (1.60%) Serverless
7 2 (0.80%) Amazon EC2
7 2 (0.80%) Amazon S3
7 2 (0.80%) AWS Lambda
7 2 (0.80%) Azure Active Directory
7 2 (0.80%) Azure Data Factory
7 2 (0.80%) Azure Functions
7 2 (0.80%) Azure Machine Learning
8 1 (0.40%) Amazon Kinesis
8 1 (0.40%) Amazon SageMaker
8 1 (0.40%) AWS CloudFormation
8 1 (0.40%) SaaS
Communications & Networking
1 21 (8.40%) Kerberos
2 10 (4.00%) SSL
3 6 (2.40%) DNS
3 6 (2.40%) VPN
4 4 (1.60%) 5G
4 4 (1.60%) HTTP
4 4 (1.60%) HTTPS
5 3 (1.20%) Firewall
5 3 (1.20%) SAN
Database & Business Intelligence
1 178 (71.20%) Big Data
2 176 (70.40%) Hadoop
3 86 (34.40%) Apache Hive
4 67 (26.80%) Impala
5 41 (16.40%) Relational Database
6 29 (11.60%) HBase
7 28 (11.20%) Data Warehouse
8 22 (8.80%) Sqoop
9 21 (8.40%) Pentaho
10 16 (6.40%) NoSQL
11 15 (6.00%) Amazon Redshift
12 14 (5.60%) Data Lake
13 13 (5.20%) Power BI
13 13 (5.20%) RDBMS
14 12 (4.80%) Oracle Database
15 11 (4.40%) Apache Cassandra
16 9 (3.60%) Cloudera CDH
17 8 (3.20%) MongoDB
17 8 (3.20%) SAS EBI
18 7 (2.80%) BusinessObjects XI
Development Applications
1 89 (35.60%) Jenkins
2 55 (22.00%) Git (software)
3 44 (17.60%) GitLab
4 29 (11.60%) JIRA
5 22 (8.80%) Artifactory
6 19 (7.60%) Maven
7 14 (5.60%) Bitbucket
8 9 (3.60%) Visual Studio Team System
9 5 (2.00%) FindBugs
9 5 (2.00%) Log4j
9 5 (2.00%) Mercurial
9 5 (2.00%) SonarQube
9 5 (2.00%) Subversion
10 4 (1.60%) ProC
11 3 (1.20%) ERwin
11 3 (1.20%) Hudson
12 1 (0.40%) Cucumber
12 1 (0.40%) JUnit
12 1 (0.40%) Team Foundation Server
General
1 21 (8.40%) Finance
2 13 (5.20%) Public Sector
3 11 (4.40%) Banking
4 4 (1.60%) Telecoms
5 3 (1.20%) Legal
6 2 (0.80%) Investment Banking
7 1 (0.40%) Manufacturing
7 1 (0.40%) Marketing
7 1 (0.40%) Pharmaceutical
7 1 (0.40%) Publishing
Job Titles
1 64 (25.60%) Data Engineer
2 39 (15.60%) Architect
3 32 (12.80%) Developer
4 31 (12.40%) DevOps Engineer
4 31 (12.40%) Head of DevOps
5 29 (11.60%) Cloud Engineer
6 23 (9.20%) Big Data Engineer
7 21 (8.40%) Data Architect
8 16 (6.40%) Cloud Architect
8 16 (6.40%) Hadoop Engineer
8 16 (6.40%) Lead DevOps
9 15 (6.00%) Big Data Architect
10 14 (5.60%) AWS DevOps
10 14 (5.60%) Big Data Developer
10 14 (5.60%) Consultant
11 11 (4.40%) Azure Engineer
11 11 (4.40%) DevOps Architect
12 10 (4.00%) Administrator
12 10 (4.00%) AWS Architect
12 10 (4.00%) Platform Engineer
Libraries, Frameworks & Software Standards
1 44 (17.60%) Web Services
2 40 (16.00%) PySpark
3 33 (13.20%) Kafka
4 16 (6.40%) TensorFlow
5 11 (4.40%) Spark Streaming
6 10 (4.00%) LDAP
6 10 (4.00%) scikit-learn
7 9 (3.60%) Apache NiFi
7 9 (3.60%) Elastic Stack
7 9 (3.60%) Keras
7 9 (3.60%) MLlib
8 8 (3.20%) CSS
8 8 (3.20%) HTML
9 7 (2.80%) Natural Language Processing
10 6 (2.40%) Anaconda
10 6 (2.40%) OAuth
10 6 (2.40%) SAML
10 6 (2.40%) Spring
11 5 (2.00%) RabbitMQ
11 5 (2.00%) SAX
Miscellaneous
1 21 (8.40%) Analytical Skills
2 17 (6.80%) Public Cloud
3 6 (2.40%) Credit Risk
4 5 (2.00%) Reference Data
5 4 (1.60%) Data Centre
5 4 (1.60%) Enterprise Software
5 4 (1.60%) Greenfield Project
5 4 (1.60%) PMI
6 3 (1.20%) Algorithms
7 2 (0.80%) Cloud Native
7 2 (0.80%) Enterprise Storage
7 2 (0.80%) Management Information System
8 1 (0.40%) Data Structures
Operating Systems
1 37 (14.80%) Linux
2 26 (10.40%) Unix
3 12 (4.80%) Red Hat Enterprise Linux
4 10 (4.00%) CentOS
5 9 (3.60%) Ubuntu
6 8 (3.20%) Windows
7 7 (2.80%) Debian
8 4 (1.60%) Windows Server
9 2 (0.80%) Fedora
10 1 (0.40%) DC/OS
Processes & Methodologies
1 104 (41.60%) DevOps
2 81 (32.40%) ETL
3 64 (25.60%) Agile Software Development
4 59 (23.60%) Analytics
5 52 (20.80%) Data Engineering
5 52 (20.80%) Software Engineering
6 42 (16.80%) Data Modelling
7 34 (13.60%) Digital Transformation Programme
8 31 (12.40%) Business Intelligence
8 31 (12.40%) Continuous Integration
9 30 (12.00%) Data Analytics
10 29 (11.60%) Scrum
11 28 (11.20%) Data Ingestion
11 28 (11.20%) Migration
12 27 (10.80%) Data Munging
13 25 (10.00%) ETL Development
14 24 (9.60%) Data Management
15 23 (9.20%) Machine Learning
16 19 (7.60%) Data Security
17 18 (7.20%) Microservices
Programming Languages
1 115 (46.00%) Python
2 91 (36.40%) SQL
3 64 (25.60%) Java
4 59 (23.60%) Scala
5 20 (8.00%) PL/SQL
6 18 (7.20%) Shell Script
7 17 (6.80%) Bash Shell
8 13 (5.20%) PowerShell
9 11 (4.40%) R
10 6 (2.40%) Ruby
11 5 (2.00%) JavaScript
12 4 (1.60%) C++
13 3 (1.20%) C#
14 2 (0.80%) C
14 2 (0.80%) Groovy
14 2 (0.80%) Perl
14 2 (0.80%) PHP
14 2 (0.80%) T-SQL
15 1 (0.40%) Data Analysis Expressions (DAX)
Qualifications
1 66 (26.40%) Security Cleared
2 61 (24.40%) SC Cleared
3 24 (9.60%) CCA
4 7 (2.80%) Degree
5 6 (2.40%) PRINCE2 Practitioner
6 4 (1.60%) Computer Science Degree
6 4 (1.60%) PMI Certification
7 3 (1.20%) AWS Certification
7 3 (1.20%) Master's Degree
8 2 (0.80%) CCNA
8 2 (0.80%) Cisco Certification
8 2 (0.80%) CISSP
8 2 (0.80%) CompTIA Security+
8 2 (0.80%) DBS Check
8 2 (0.80%) Linux+ Certification
8 2 (0.80%) MCSE
8 2 (0.80%) Microsoft Certification
8 2 (0.80%) Network+ Certification
8 2 (0.80%) SANS
8 2 (0.80%) SSCP
Quality Assurance & Compliance
1 3 (1.20%) Data Quality
2 2 (0.80%) PCI DSS
2 2 (0.80%) SLA
3 1 (0.40%) ISO/IEC 27001
3 1 (0.40%) QA
System Software
1 87 (34.80%) Docker
2 50 (20.00%) HDFS
3 8 (3.20%) Active Directory
4 4 (1.60%) Apache Flume
4 4 (1.60%) Apache ZooKeeper
5 3 (1.20%) Virtual Desktop
5 3 (1.20%) Virtual Servers
6 2 (0.80%) NFS
6 2 (0.80%) Samba
6 2 (0.80%) VirtualBox
6 2 (0.80%) VMware ESXi
6 2 (0.80%) VMware Infrastructure
6 2 (0.80%) Xen
Systems Management
1 86 (34.40%) Kubernetes
1 86 (34.40%) Terraform
2 57 (22.80%) Ansible
3 27 (10.80%) Puppet
4 18 (7.20%) Oozie
5 16 (6.40%) Hadoop YARN
6 9 (3.60%) Packer
7 7 (2.80%) Ambari
8 6 (2.40%) Single Sign-On
9 4 (1.60%) logstash
10 3 (1.20%) Docker Swarm
11 2 (0.80%) Kibana
11 2 (0.80%) Nagios
11 2 (0.80%) OpenNMS
11 2 (0.80%) vCenter Server
11 2 (0.80%) ZABBIX
12 1 (0.40%) Apache Brooklyn
12 1 (0.40%) Mesos
12 1 (0.40%) Opscode Chef
12 1 (0.40%) Salt
Vendors
1 92 (36.80%) Hortonworks
2 24 (9.60%) Microsoft
3 19 (7.60%) Oracle
4 16 (6.40%) MapR
5 10 (4.00%) Databricks
6 9 (3.60%) Informatica
6 9 (3.60%) SAP
7 7 (2.80%) StreamSets
8 6 (2.40%) Google
9 4 (1.60%) Ab Initio
9 4 (1.60%) Red Hat
9 4 (1.60%) Tableau
9 4 (1.60%) Trillium
10 2 (0.80%) Dell
10 2 (0.80%) EMC
10 2 (0.80%) IBM
10 2 (0.80%) NetApp
10 2 (0.80%) Salesforce.com
10 2 (0.80%) Splunk
10 2 (0.80%) VMware