Period
to 22 August 2019

The table below provides summary statistics for permanent 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 salaries offered in vacancies that have cited Cloudera over the 6 months to 22 August 2019 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Cloudera, Inc.

Cloudera
UK > England
6 months to
22 Aug 2019
Same period 2018 Same period 2017
Rank 705 756 929
Rank change year-on-year +51 +173 +15
Permanent jobs citing Cloudera 369 406 262
As % of all permanent IT jobs advertised in England 0.28% 0.26% 0.16%
As % of the Vendors category 0.66% 0.59% 0.35%
Number of salaries quoted 264 234 171
England median annual salary £76,500 £74,500 £70,000
Median salary % change year-on-year +2.68% +6.43% +3.70%
10th Percentile £46,625 £46,500 £40,500
90th Percentile £106,250 £100,000 £102,500
UK median annual salary £75,000 £72,500 £68,250
% change year-on-year +3.45% +6.23% +5.00%

Cloudera is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services advertised in England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 55,911 68,333 73,830
As % of all permanent IT jobs advertised in England 42.74% 43.32% 44.56%
Number of salaries quoted 43,043 53,191 57,826
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +1.06%
10th Percentile £27,500 £27,000 £26,250
90th Percentile £82,500 £78,750 £76,250
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +4.40%

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
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Cloudera in England.

Salary trend for Cloudera in England

Cloudera
Salary Histogram in England

The salary distribution of IT jobs citing Cloudera in England over the 6 months to 22 August 2019.

Salary histogram for Cloudera in England

Cloudera
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cloudera within the England region over the 6 months to 22 August 2019. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +84 250 £80,000 - 19
Midlands +50 36 £57,500 -23.33% 5
West Midlands +58 34 £60,000 +14.29% 5
North of England +17 24 £53,638 -20.54% 3
South East -5 23 £47,500 -25.49% 2
South West +18 20 £60,000 -27.27% 3
Yorkshire +4 14 £49,337 +9.64%
North East +26 7 £53,638 -20.54%
East of England +59 5 £60,000 -2.44% 2
North West +7 3 £72,500 +7.41% 3
East Midlands +5 2 £45,000 -42.86%
Cloudera
UK

For the 6 months to 22 August 2019, IT 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 permanent job ads across the England region with a requirement for Cloudera.

1 308 (83.47%) Hadoop
2 275 (74.53%) Big Data
3 253 (68.56%) AWS
4 230 (62.33%) Python
4 230 (62.33%) Apache Spark
5 221 (59.89%) Agile Software Development
6 212 (57.45%) SQL
7 210 (56.91%) Java
8 208 (56.37%) Analytics
9 206 (55.83%) Azure
10 174 (47.15%) Apache Hive
11 161 (43.63%) Kafka
12 151 (40.92%) Scala
13 146 (39.57%) DevOps
13 146 (39.57%) Data Engineering
14 142 (38.48%) NoSQL
15 138 (37.40%) Software Engineering
16 122 (33.06%) Hortonworks
16 122 (33.06%) Machine Learning
17 121 (32.79%) Amazon Redshift
17 121 (32.79%) GCP
18 119 (32.25%) HBase
19 118 (31.98%) Oozie
20 116 (31.44%) Scrum
21 111 (30.08%) ETL
22 110 (29.81%) Apache Pig
23 108 (29.27%) Oracle
24 103 (27.91%) Data Analytics
25 94 (25.47%) Data Warehouse
25 94 (25.47%) Pentaho

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
1 230 (62.33%) Apache Spark
2 110 (29.81%) Apache Pig
3 63 (17.07%) SAS
4 46 (12.47%) Elasticsearch
5 19 (5.15%) Apache Solr
6 18 (4.88%) Apache
7 4 (1.08%) WebLogic
8 1 (0.27%) Cloud Foundry
8 1 (0.27%) Jupyter
8 1 (0.27%) OpenStack
8 1 (0.27%) WebLogic Portal
Applications
1 15 (4.07%) Microsoft Excel
Cloud Services
1 253 (68.56%) AWS
2 206 (55.83%) Azure
3 121 (32.79%) GCP
4 45 (12.20%) Power Platform
5 34 (9.21%) PaaS
6 23 (6.23%) Amazon EMR
7 20 (5.42%) Amazon Kinesis
8 16 (4.34%) Amazon SageMaker
9 10 (2.71%) Amazon ECS
9 10 (2.71%) Amazon EKS
9 10 (2.71%) Amazon S3
10 8 (2.17%) IaaS
11 6 (1.63%) AWS CloudFormation
11 6 (1.63%) GitHub
11 6 (1.63%) IBM Cloud
12 4 (1.08%) AWS Lambda
12 4 (1.08%) Serverless
13 2 (0.54%) Azure Machine Learning
14 1 (0.27%) Heroku
14 1 (0.27%) OpenShift
Communications & Networking
1 7 (1.90%) Kerberos
2 5 (1.36%) Internet
3 4 (1.08%) Firewall
4 3 (0.81%) SSL
4 3 (0.81%) VPN
5 2 (0.54%) HTTP
5 2 (0.54%) HTTPS
6 1 (0.27%) AMQP
6 1 (0.27%) Broadband
6 1 (0.27%) DNS
6 1 (0.27%) Unified Communications
Database & Business Intelligence
1 308 (83.47%) Hadoop
2 275 (74.53%) Big Data
3 174 (47.15%) Apache Hive
4 142 (38.48%) NoSQL
5 121 (32.79%) Amazon Redshift
6 119 (32.25%) HBase
7 94 (25.47%) Data Warehouse
7 94 (25.47%) Pentaho
8 88 (23.85%) Impala
9 85 (23.04%) Sqoop
10 76 (20.60%) Apache Cassandra
11 70 (18.97%) MongoDB
12 52 (14.09%) SQL Server
13 46 (12.47%) Flink
14 45 (12.20%) Power BI
15 37 (10.03%) Couchbase
16 35 (9.49%) CouchDB
17 26 (7.05%) DataStage
17 26 (7.05%) Neo4j
17 26 (7.05%) SQL Server Integration Services
Development Applications
1 79 (21.41%) Jenkins
2 77 (20.87%) Git (software)
3 66 (17.89%) Maven
4 56 (15.18%) Artifactory
5 54 (14.63%) Bitbucket
6 18 (4.88%) Atlassian Bamboo
7 17 (4.61%) Vagrant
8 12 (3.25%) Ant
8 12 (3.25%) Gradle
9 6 (1.63%) ERwin
9 6 (1.63%) GitLab
10 4 (1.08%) JIRA
11 1 (0.27%) Subversion
General
1 76 (20.60%) Law
2 24 (6.50%) Banking
3 21 (5.69%) Finance
4 18 (4.88%) Retail
5 17 (4.61%) Manufacturing
6 14 (3.79%) Public Sector
7 5 (1.36%) Games
8 3 (0.81%) Front Office
8 3 (0.81%) Legal
8 3 (0.81%) Military
9 1 (0.27%) Automotive
Job Titles
1 171 (46.34%) Data Engineer
2 122 (33.06%) Big Data Engineer
3 43 (11.65%) Hadoop Engineer
4 41 (11.11%) Senior Data Engineer
5 39 (10.57%) Architect
5 39 (10.57%) Python Engineer
6 35 (9.49%) Data Architect
7 28 (7.59%) Big Data Architect
7 28 (7.59%) Developer
8 24 (6.50%) Platform Engineer
9 22 (5.96%) Software Engineer
10 21 (5.69%) AWS Engineer
11 20 (5.42%) Consultant
12 17 (4.61%) Data Scientist
13 16 (4.34%) Solutions Architect
14 14 (3.79%) Big Data Developer
15 13 (3.52%) DevOps Engineer
16 12 (3.25%) Infrastructure Engineer
16 12 (3.25%) Linux Engineer
17 11 (2.98%) Big Data Solutions Architect
Libraries, Frameworks & Software Standards
1 161 (43.63%) Kafka
2 61 (16.53%) Spark Streaming
3 59 (15.99%) Apache NiFi
4 30 (8.13%) Web Services
5 24 (6.50%) TensorFlow
6 18 (4.88%) Natural Language Processing
7 16 (4.34%) MXNet
7 16 (4.34%) scikit-learn
8 10 (2.71%) RabbitMQ
9 8 (2.17%) .NET
9 8 (2.17%) Anaconda
10 7 (1.90%) PySpark
11 5 (1.36%) SAML
12 4 (1.08%) Apache Drill
12 4 (1.08%) Play Framework
13 3 (0.81%) Apache Beam
13 3 (0.81%) CGI
13 3 (0.81%) Elastic Stack
13 3 (0.81%) JSON
13 3 (0.81%) Spring
Miscellaneous
1 29 (7.86%) Analytical Skills
2 26 (7.05%) Data Structures
3 18 (4.88%) Algorithms
4 12 (3.25%) Management Information System
5 10 (2.71%) Blog
5 10 (2.71%) Cloud Native
5 10 (2.71%) Enterprise Storage
6 9 (2.44%) Acoustics
7 6 (1.63%) Greenfield Project
8 5 (1.36%) NHS
9 3 (0.81%) Data Centre
9 3 (0.81%) Equities
10 2 (0.54%) FMCG
10 2 (0.54%) Life Science
11 1 (0.27%) Clustering
11 1 (0.27%) CUDA
11 1 (0.27%) Replication
Operating Systems
1 89 (24.12%) Unix
2 47 (12.74%) Linux
3 12 (3.25%) Red Hat Enterprise Linux
3 12 (3.25%) Ubuntu
4 10 (2.71%) CentOS
4 10 (2.71%) Fedora
4 10 (2.71%) Windows
5 2 (0.54%) HPUX
6 1 (0.27%) Oracle Linux
Processes & Methodologies
1 221 (59.89%) Agile Software Development
2 208 (56.37%) Analytics
3 146 (39.57%) Data Engineering
3 146 (39.57%) DevOps
4 138 (37.40%) Software Engineering
5 122 (33.06%) Machine Learning
6 116 (31.44%) Scrum
7 111 (30.08%) ETL
8 103 (27.91%) Data Analytics
9 93 (25.20%) Data Science
10 79 (21.41%) Business Intelligence
11 77 (20.87%) MapReduce
12 56 (15.18%) Data Architecture
12 56 (15.18%) Data Modelling
13 46 (12.47%) Sprint Planning
13 46 (12.47%) Sprint Retrospective
14 45 (12.20%) Data Management
15 42 (11.38%) Visualisation
16 41 (11.11%) Artificial Intelligence
16 41 (11.11%) Process Improvement
Programming Languages
1 230 (62.33%) Python
2 212 (57.45%) SQL
3 210 (56.91%) Java
4 151 (40.92%) Scala
5 58 (15.72%) PL/SQL
6 30 (8.13%) R
7 18 (4.88%) JavaScript
8 17 (4.61%) Perl
9 15 (4.07%) Bash Shell
10 12 (3.25%) Groovy
11 11 (2.98%) C
12 10 (2.71%) C#
12 10 (2.71%) Clojure
12 10 (2.71%) PowerShell
13 6 (1.63%) C++
14 5 (1.36%) Shell Script
15 4 (1.08%) Ruby
16 1 (0.27%) Go
16 1 (0.27%) Java 8
Qualifications
1 15 (4.07%) PMI Certification
1 15 (4.07%) PMP
1 15 (4.07%) Security Cleared
2 13 (3.52%) Degree
3 7 (1.90%) SC Cleared
4 1 (0.27%) CCNA
4 1 (0.27%) Cisco Certification
4 1 (0.27%) CISSP
4 1 (0.27%) CompTIA Security+
4 1 (0.27%) Computer Science Degree
4 1 (0.27%) DV Cleared
4 1 (0.27%) GIAC
4 1 (0.27%) Linux+ Certification
4 1 (0.27%) MCSE
4 1 (0.27%) Microsoft Certification
4 1 (0.27%) Network+ Certification
4 1 (0.27%) SANS
4 1 (0.27%) Six Sigma Black Belt
4 1 (0.27%) SSCP
Quality Assurance & Compliance
1 10 (2.71%) Data Quality
2 5 (1.36%) GDPR
3 4 (1.08%) QA
4 3 (0.81%) ISO/IEC 27001
5 1 (0.27%) MiFID
System Software
1 57 (15.45%) Apache ZooKeeper
2 56 (15.18%) Apache Flume
3 55 (14.91%) Docker
4 35 (9.49%) HDFS
5 26 (7.05%) VirtualBox
6 11 (2.98%) VMware Infrastructure
7 10 (2.71%) NFS
7 10 (2.71%) Samba
7 10 (2.71%) VMware ESXi
7 10 (2.71%) Xen
8 3 (0.81%) Active Directory
9 2 (0.54%) Virtual Servers
10 1 (0.27%) vCloud
10 1 (0.27%) vSphere
Systems Management
1 118 (31.98%) Oozie
2 91 (24.66%) Ansible
3 81 (21.95%) Terraform
4 49 (13.28%) Hadoop YARN
5 35 (9.49%) Kubernetes
6 29 (7.86%) Docker Swarm
7 23 (6.23%) Nagios
8 16 (4.34%) Puppet
9 13 (3.52%) Ambari
10 10 (2.71%) OpenNMS
10 10 (2.71%) vCenter Server
10 10 (2.71%) ZABBIX
11 5 (1.36%) Single Sign-On
12 4 (1.08%) Data Guard
12 4 (1.08%) Oracle RMAN
13 1 (0.27%) HP SiteScope
13 1 (0.27%) logstash
13 1 (0.27%) NetBackup
13 1 (0.27%) OpenView
13 1 (0.27%) Oracle Enterprise Manager
Vendors
1 122 (33.06%) Hortonworks
2 108 (29.27%) Oracle
3 64 (17.34%) Informatica
4 59 (15.99%) MapR
5 51 (13.82%) Databricks
6 48 (13.01%) Google
7 45 (12.20%) Microsoft
8 36 (9.76%) Talend
9 32 (8.67%) Tableau
10 18 (4.88%) IBM
11 16 (4.34%) Dataiku
12 14 (3.79%) Netezza
12 14 (3.79%) TIBCO
13 13 (3.52%) Greenplum
13 13 (3.52%) HP
14 12 (3.25%) Red Hat
15 11 (2.98%) SAP
15 11 (2.98%) Vertica
15 11 (2.98%) VMware
16 10 (2.71%) SolarWinds