Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 16 February 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 16 February 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
16 Feb 2020		 Same period 2019 Same period 2018
Rank 440 480 526
Rank change year-on-year +40 +46 +49
Contract jobs citing Cloudera 296 447 397
As % of all contract IT jobs advertised in the UK 0.44% 0.45% 0.39%
As % of the Vendors category 1.01% 1.07% 0.94%
Number of daily rates quoted 207 310 260
UK median daily rate £550 £550 £530
Median daily rate % change year-on-year - +3.77% +0.76%
10th Percentile £413 £459 £399
90th Percentile £725 £726 £651
UK excluding London median daily rate £544 £525 £500
% change year-on-year +3.57% +5.00% -2.44%
Number of hourly rates quoted 0 1 0
UK median hourly rate - £55.00 -
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 29,290 41,734 42,227
As % of all contract IT jobs advertised in the UK 43.05% 42.41% 41.68%
Number of daily rates quoted 18,026 25,779 26,554
UK median daily rate £450 £450 £438
Median daily rate % change year-on-year - +2.86% +2.94%
10th Percentile £220 £263 £231
90th Percentile £650 £638 £625
UK excluding London median daily rate £425 £425 £400
% change year-on-year - +6.25% -
Number of hourly rates quoted 1,236 1,551 1,433
UK median hourly rate £19.00 £17.50 £17.50
Median hourly rate % change year-on-year +8.57% - +2.94%
10th Percentile £11.95 £10.75 £10.75
90th Percentile £51.75 £48.75 £46.68
UK excluding London median hourly rate £18.00 £16.50 £16.50
% change year-on-year +9.09% - -

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 16 February 2020.

Contractor daily rate histogram for Cloudera in the UK

Cloudera
Contractor Hourly Rate Trend

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Cloudera.

Contractor hourly rate trend 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 16 February 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 +35 260 £550 - 31
UK excluding London +102 199 £544 +3.57% 22
London -3 94 £550 - 16
North of England +26 68 £575 -8.00% 2
North West +26 54 £575 -11.54% 1
South East +76 43 £450 -14.29% 1
West Midlands +77 33 £448 +2.29% 8
Midlands +71 33 £448 -10.50% 8
Wales +44 26 £490 +3.16% 5
East of England +41 15 £590 +45.23% 1
Yorkshire +43 11 £550 +4.76%
Scotland +24 9 - - 1
South West +33 5 £450 - 3
North East +16 4 £550 +15.67% 1

For the 6 months to 16 February 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.

1 201 (67.91%) Big Data
2 183 (61.82%) Hadoop
3 149 (50.34%) AWS
4 140 (47.30%) Apache Spark
5 121 (40.88%) SQL
6 113 (38.18%) Python
7 101 (34.12%) Hortonworks
8 97 (32.77%) Azure
9 92 (31.08%) Jenkins
10 89 (30.07%) Apache Hive
10 89 (30.07%) ETL
11 86 (29.05%) Agile Software Development
12 81 (27.36%) Impala
13 80 (27.03%) Terraform
14 78 (26.35%) Docker
15 77 (26.01%) Java
15 77 (26.01%) Linux
16 72 (24.32%) DevOps
17 69 (23.31%) Ansible
17 69 (23.31%) Scala
18 66 (22.30%) Analytics
19 57 (19.26%) Kubernetes
20 56 (18.92%) Git (software)
21 54 (18.24%) Data Engineering
21 54 (18.24%) Security Cleared
22 48 (16.22%) Migration
23 47 (15.88%) Kafka
24 45 (15.20%) HDFS
25 44 (14.86%) Continuous Integration
26 41 (13.85%) SC Cleared

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
1 140 (47.30%) Apache Spark
2 35 (11.82%) SAS
3 15 (5.07%) Jupyter
4 12 (4.05%) Apache
5 9 (3.04%) Tomcat
6 6 (2.03%) Confluence
7 5 (1.69%) Elasticsearch
8 3 (1.01%) IBM Domino
9 2 (0.68%) Apache Airflow
9 2 (0.68%) Apache Pig
10 1 (0.34%) JBoss
10 1 (0.34%) Jetty
10 1 (0.34%) Oracle Self-Service HR
10 1 (0.34%) WebLogic
Applications
1 9 (3.04%) Microsoft Excel
2 1 (0.34%) Chatbot
2 1 (0.34%) Microsoft Project
Business Applications
1 7 (2.36%) SAP S/4HANA
2 5 (1.69%) assyst
3 4 (1.35%) SAP Oil and Gas
4 3 (1.01%) Aligne
5 1 (0.34%) Sparx Enterprise Architect
Cloud Services
1 149 (50.34%) AWS
2 97 (32.77%) Azure
3 17 (5.74%) Power Platform
4 15 (5.07%) Amazon EMR
5 10 (3.38%) PaaS
6 9 (3.04%) Amazon EKS
6 9 (3.04%) GCP
7 7 (2.36%) Amazon Kinesis
8 5 (1.69%) Cloud Computing
9 4 (1.35%) Amazon S3
9 4 (1.35%) Azure Machine Learning
10 3 (1.01%) IaaS
11 2 (0.68%) OpenShift
12 1 (0.34%) GitHub
12 1 (0.34%) SaaS
12 1 (0.34%) Serverless
Communications & Networking
1 32 (10.81%) Kerberos
2 18 (6.08%) SSL
3 17 (5.74%) DNS
4 7 (2.36%) SAN
5 6 (2.03%) HTTP
6 5 (1.69%) VPN
7 4 (1.35%) Internet
7 4 (1.35%) SSH
8 3 (1.01%) Firewall
8 3 (1.01%) HTTPS
8 3 (1.01%) TCP/IP
8 3 (1.01%) Wireshark
9 2 (0.68%) DHCP
10 1 (0.34%) 5G
10 1 (0.34%) Cisco IOS
10 1 (0.34%) Cisco ISE
10 1 (0.34%) Ethernet
10 1 (0.34%) IPv6
10 1 (0.34%) LAN
10 1 (0.34%) VLAN
Database & Business Intelligence
1 201 (67.91%) Big Data
2 183 (61.82%) Hadoop
3 89 (30.07%) Apache Hive
4 81 (27.36%) Impala
5 33 (11.15%) Pentaho
5 33 (11.15%) Relational Database
6 31 (10.47%) Data Lake
7 30 (10.14%) Data Warehouse
8 25 (8.45%) NoSQL
9 22 (7.43%) PostgreSQL
10 21 (7.09%) SQL Server
11 20 (6.76%) Sqoop
12 18 (6.08%) Amazon Redshift
12 18 (6.08%) HBase
13 17 (5.74%) Power BI
13 17 (5.74%) Spark SQL
14 16 (5.41%) Cloudera CDH
15 11 (3.72%) Neo4j
16 9 (3.04%) Oracle Database
16 9 (3.04%) Qlik Sense
Development Applications
1 92 (31.08%) Jenkins
2 56 (18.92%) Git (software)
3 32 (10.81%) GitLab
4 31 (10.47%) JIRA
5 26 (8.78%) Artifactory
6 18 (6.08%) Maven
7 13 (4.39%) Bitbucket
8 10 (3.38%) Atlassian Bamboo
8 10 (3.38%) Vagrant
9 9 (3.04%) Mercurial
9 9 (3.04%) Subversion
10 8 (2.70%) ERwin
10 8 (2.70%) FindBugs
10 8 (2.70%) Log4j
10 8 (2.70%) SonarQube
10 8 (2.70%) Visual Studio Team System
11 2 (0.68%) ER Studio
11 2 (0.68%) JUnit
11 2 (0.68%) PowerDesigner
11 2 (0.68%) ProC
General
1 27 (9.12%) Finance
2 19 (6.42%) Public Sector
3 16 (5.41%) Banking
4 7 (2.36%) Retail
5 3 (1.01%) Legal
6 2 (0.68%) Pharmaceutical
6 2 (0.68%) Telecoms
7 1 (0.34%) Investment Banking
7 1 (0.34%) Manufacturing
7 1 (0.34%) Publishing
7 1 (0.34%) Retail Banking
Job Titles
1 77 (26.01%) Data Engineer
2 48 (16.22%) Architect
3 46 (15.54%) Developer
4 41 (13.85%) Big Data Engineer
5 31 (10.47%) Data Architect
6 26 (8.78%) Analyst
7 22 (7.43%) Platform Engineer
8 21 (7.09%) Business Analyst
9 17 (5.74%) Administrator
9 17 (5.74%) Cloud Engineer
10 16 (5.41%) DevOps Engineer
10 16 (5.41%) Hadoop Engineer
11 14 (4.73%) Data Business Analyst
12 13 (4.39%) Big Data Analyst
12 13 (4.39%) Head of DevOps
13 11 (3.72%) DevOps Administrator
14 10 (3.38%) Big Data Developer
15 9 (3.04%) Azure Engineer
15 9 (3.04%) Big Data Architect
15 9 (3.04%) Solutions Architect
Libraries, Frameworks & Software Standards
1 47 (15.88%) Kafka
2 38 (12.84%) PySpark
3 29 (9.80%) Web Services
4 20 (6.76%) Spark Streaming
5 14 (4.73%) Apache NiFi
6 12 (4.05%) Spring
7 11 (3.72%) LDAP
8 10 (3.38%) MLlib
8 10 (3.38%) TensorFlow
9 9 (3.04%) RabbitMQ
10 8 (2.70%) Elastic Stack
10 8 (2.70%) Keras
10 8 (2.70%) scikit-learn
10 8 (2.70%) XML
11 6 (2.03%) HTML
12 5 (1.69%) CSS
12 5 (1.69%) DOM
12 5 (1.69%) OAuth
12 5 (1.69%) SAML
12 5 (1.69%) SAX
Miscellaneous
1 19 (6.42%) Analytical Skills
2 7 (2.36%) Algorithms
2 7 (2.36%) Public Cloud
3 4 (1.35%) Data Centre
3 4 (1.35%) Linux Command Line
4 2 (0.68%) Clustering
4 2 (0.68%) Driving Licence
4 2 (0.68%) Enterprise Storage
4 2 (0.68%) Management Information System
4 2 (0.68%) PMI
4 2 (0.68%) Reference Data
5 1 (0.34%) Cyberthreat
5 1 (0.34%) Data Structures
5 1 (0.34%) Derivative
5 1 (0.34%) Greenfield Project
5 1 (0.34%) User Experience
Operating Systems
1 77 (26.01%) Linux
2 27 (9.12%) Unix
3 26 (8.78%) CentOS
4 23 (7.77%) Red Hat Enterprise Linux
5 19 (6.42%) Windows
6 15 (5.07%) Windows Server
7 12 (4.05%) Ubuntu
8 9 (3.04%) Debian
9 6 (2.03%) Solaris
10 2 (0.68%) Fedora
11 1 (0.34%) Android
11 1 (0.34%) Apple iOS
11 1 (0.34%) DC/OS
11 1 (0.34%) Mac OS X
11 1 (0.34%) VMS
Processes & Methodologies
1 89 (30.07%) ETL
2 86 (29.05%) Agile Software Development
3 72 (24.32%) DevOps
4 66 (22.30%) Analytics
5 54 (18.24%) Data Engineering
6 48 (16.22%) Migration
7 44 (14.86%) Continuous Integration
8 39 (13.18%) Software Engineering
9 36 (12.16%) Problem-Solving
10 35 (11.82%) Business Intelligence
10 35 (11.82%) Data Analytics
11 34 (11.49%) Data Management
11 34 (11.49%) Scrum
12 32 (10.81%) Data Modelling
12 32 (10.81%) Digital Transformation Programme
13 30 (10.14%) Stakeholder Management
14 29 (9.80%) Data Munging
15 24 (8.11%) Configuration Management
16 22 (7.43%) Data Security
17 21 (7.09%) Data Integration
Programming Languages
1 121 (40.88%) SQL
2 113 (38.18%) Python
3 77 (26.01%) Java
4 69 (23.31%) Scala
5 25 (8.45%) Shell Script
6 18 (6.08%) PL/SQL
7 17 (5.74%) Bash Shell
7 17 (5.74%) R
8 9 (3.04%) PowerShell
9 8 (2.70%) C++
10 6 (2.03%) Ruby
11 5 (1.69%) C
12 1 (0.34%) C#
12 1 (0.34%) Clojure
12 1 (0.34%) ClojureScript
12 1 (0.34%) Groovy
12 1 (0.34%) HiveQL
12 1 (0.34%) JavaScript
12 1 (0.34%) Perl
12 1 (0.34%) T-SQL
Qualifications
1 54 (18.24%) Security Cleared
2 41 (13.85%) SC Cleared
3 14 (4.73%) Degree
4 12 (4.05%) CCA
5 6 (2.03%) DV Cleared
5 6 (2.03%) PRINCE2 Practitioner
6 5 (1.69%) PMI Certification
6 5 (1.69%) PMP
7 4 (1.35%) Computer Science Degree
8 3 (1.01%) BPSS Clearance
8 3 (1.01%) DBS Check
9 2 (0.68%) AWS Certification
9 2 (0.68%) CCNA
9 2 (0.68%) Cisco Certification
9 2 (0.68%) CISSP
9 2 (0.68%) CompTIA Security+
9 2 (0.68%) MCSE
9 2 (0.68%) Microsoft Certification
9 2 (0.68%) SANS
9 2 (0.68%) SSCP
Quality Assurance & Compliance
1 6 (2.03%) QA
2 5 (1.69%) GDPR
3 4 (1.35%) Data Quality
3 4 (1.35%) PCI DSS
4 3 (1.01%) Disclosure Scotland
5 1 (0.34%) ISO/IEC 27001
System Software
1 78 (26.35%) Docker
2 45 (15.20%) HDFS
3 21 (7.09%) Active Directory
4 11 (3.72%) VirtualBox
5 7 (2.36%) Virtual Desktop
5 7 (2.36%) Virtual Servers
6 3 (1.01%) VMware ESXi
6 3 (1.01%) VMware Infrastructure
7 2 (0.68%) Apache Flume
7 2 (0.68%) NFS
7 2 (0.68%) Samba
7 2 (0.68%) Xen
8 1 (0.34%) Apache ZooKeeper
8 1 (0.34%) vSphere
Systems Management
1 80 (27.03%) Terraform
2 69 (23.31%) Ansible
3 57 (19.26%) Kubernetes
4 32 (10.81%) Hadoop YARN
5 28 (9.46%) Puppet
6 15 (5.07%) Oozie
7 13 (4.39%) Packer
8 11 (3.72%) Docker Swarm
9 7 (2.36%) Ambari
10 5 (1.69%) Single Sign-On
11 4 (1.35%) Kibana
11 4 (1.35%) logstash
12 3 (1.01%) SELinux
13 2 (0.68%) Nagios
13 2 (0.68%) OpenNMS
13 2 (0.68%) Salt
13 2 (0.68%) vCenter Server
13 2 (0.68%) ZABBIX
14 1 (0.34%) Marathon
14 1 (0.34%) Stealthwatch
Vendors
1 101 (34.12%) Hortonworks
2 41 (13.85%) Microsoft
3 33 (11.15%) Informatica
4 32 (10.81%) Oracle
5 19 (6.42%) MapR
6 16 (5.41%) Palantir
7 15 (5.07%) Tableau
8 12 (4.05%) StreamSets
9 11 (3.72%) IBM
9 11 (3.72%) Talend
10 10 (3.38%) Red Hat
11 9 (3.04%) Datactics
12 8 (2.70%) Databricks
13 7 (2.36%) Foundry
13 7 (2.36%) SAP
14 6 (2.03%) Teradata
15 5 (1.69%) Ab Initio
15 5 (1.69%) Google
16 4 (1.35%) Trillium
16 4 (1.35%) VMware