Period
to 22 November 2019

The table below provides summary statistics for permanent job vacancies 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 November 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
6 months to
22 Nov 2019
Same period 2018 Same period 2017
Rank 796 806 904
Rank change year-on-year +10 +98 +95
Permanent jobs citing Cloudera 260 391 305
As % of all permanent IT jobs advertised in the UK 0.19% 0.24% 0.17%
As % of the Vendors category 0.45% 0.56% 0.38%
Number of salaries quoted 187 233 226
UK median annual salary £70,000 £76,400 £65,000
Median salary % change year-on-year -8.38% +17.54% -3.70%
10th Percentile £45,247 £46,500 £40,063
90th Percentile £108,000 £96,250 £106,000
UK excluding London median annual salary £57,275 £67,500 £53,750
% change year-on-year -15.15% +25.58% -10.42%

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.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 57,305 69,425 80,249
As % of all permanent IT jobs advertised in the UK 42.40% 42.62% 44.51%
Number of salaries quoted 43,813 53,714 62,078
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +3.26%
10th Percentile £27,250 £27,500 £26,250
90th Percentile £82,500 £80,000 £75,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

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
Salary Trend

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

Salary trend for Cloudera in the UK

Cloudera
Salary Histogram

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

Salary histogram for Cloudera in the UK

Cloudera
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cloudera within the UK over the 6 months to 22 November 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
England -33 247 £70,000 -9.09% 22
London -15 145 £78,000 -5.45% 6
UK excluding London +35 95 £57,275 -15.15% 19
North of England +55 31 £46,280 -33.89% 6
Yorkshire +31 17 £49,337 -24.91% 1
South West +24 16 £52,500 -20.75% 1
South East -2 16 £65,000 +36.84% 1
Midlands +36 15 £70,000 -6.67% 6
West Midlands +32 15 £70,000 +33.33% 6
East of England +51 12 £75,000 +11.11% 2
North East +31 12 £45,412 -30.89% 1
Scotland +10 4 £55,450 +3.16% 2
North West +29 2 £41,425 -40.82% 4
Wales +4 1 £35,000 -27.84% 1

For the 6 months to 22 November 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 with a requirement for Cloudera.

1 223 (85.77%) Hadoop
2 189 (72.69%) Big Data
3 174 (66.92%) Agile Software Development
4 159 (61.15%) SQL
5 155 (59.62%) Analytics
6 146 (56.15%) Azure
7 144 (55.38%) AWS
8 136 (52.31%) Python
9 134 (51.54%) Apache Spark
10 123 (47.31%) Hortonworks
11 104 (40.00%) Data Engineering
12 101 (38.85%) Apache Hive
13 100 (38.46%) ETL
14 98 (37.69%) NoSQL
15 90 (34.62%) Java
16 86 (33.08%) Software Engineering
17 80 (30.77%) Data Warehouse
17 80 (30.77%) Ansible
17 80 (30.77%) Data Analytics
17 80 (30.77%) Jenkins
18 77 (29.62%) Terraform
19 73 (28.08%) DevOps
20 71 (27.31%) Data Modelling
21 66 (25.38%) Artificial Intelligence
22 64 (24.62%) Oracle
23 63 (24.23%) Machine Learning
24 61 (23.46%) Business Intelligence
25 60 (23.08%) Amazon Redshift
26 59 (22.69%) Docker
26 59 (22.69%) Informatica

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
1 134 (51.54%) Apache Spark
2 41 (15.77%) SAS
3 19 (7.31%) Apache Pig
4 12 (4.62%) Apache
5 5 (1.92%) SharePoint
6 4 (1.54%) Elasticsearch
7 3 (1.15%) WebLogic
8 2 (0.77%) Apache Solr
9 1 (0.38%) Jupyter
9 1 (0.38%) WebLogic Portal
Applications
1 5 (1.92%) Microsoft Excel
Business Applications
1 2 (0.77%) Sparx Enterprise Architect
Cloud Services
1 146 (56.15%) Azure
2 144 (55.38%) AWS
3 50 (19.23%) GCP
4 44 (16.92%) PaaS
5 36 (13.85%) Amazon EMR
6 21 (8.08%) IBM Cloud
7 18 (6.92%) Amazon SageMaker
8 16 (6.15%) IaaS
9 15 (5.77%) Power Platform
10 12 (4.62%) AWS Lambda
10 12 (4.62%) Serverless
11 11 (4.23%) Amazon S3
12 7 (2.69%) Azure Machine Learning
13 6 (2.31%) AWS CloudFormation
13 6 (2.31%) GitHub
Communications & Networking
1 13 (5.00%) Kerberos
2 12 (4.62%) Firewall
2 12 (4.62%) VPN
3 7 (2.69%) HTTP
3 7 (2.69%) HTTPS
3 7 (2.69%) SSL
4 1 (0.38%) Unified Communications
Database & Business Intelligence
1 223 (85.77%) Hadoop
2 189 (72.69%) Big Data
3 101 (38.85%) Apache Hive
4 98 (37.69%) NoSQL
5 80 (30.77%) Data Warehouse
6 60 (23.08%) Amazon Redshift
7 58 (22.31%) Sqoop
8 44 (16.92%) Pentaho
9 40 (15.38%) Neo4j
10 36 (13.85%) HBase
10 36 (13.85%) Impala
11 34 (13.08%) Data Lake
12 32 (12.31%) MongoDB
12 32 (12.31%) SQL Server
13 21 (8.08%) Amazon Athena
14 20 (7.69%) Electronic Patient Records
15 19 (7.31%) PostgreSQL
16 15 (5.77%) Apache Cassandra
16 15 (5.77%) Power BI
17 14 (5.38%) Oracle Database
Development Applications
1 80 (30.77%) Jenkins
2 40 (15.38%) Git (software)
3 34 (13.08%) Vagrant
4 33 (12.69%) Atlassian Bamboo
5 31 (11.92%) Artifactory
5 31 (11.92%) Bitbucket
5 31 (11.92%) Maven
6 19 (7.31%) JIRA
7 10 (3.85%) ERwin
8 8 (3.08%) kappa
9 6 (2.31%) GitLab
10 1 (0.38%) SonarQube
10 1 (0.38%) Subversion
General
1 32 (12.31%) Public Sector
2 28 (10.77%) Retail
3 27 (10.38%) Finance
3 27 (10.38%) Manufacturing
4 21 (8.08%) Banking
5 9 (3.46%) Automotive
6 4 (1.54%) Legal
6 4 (1.54%) Marketing
7 3 (1.15%) Law
8 1 (0.38%) Aerospace
8 1 (0.38%) Telecoms
Job Titles
1 107 (41.15%) Data Engineer
2 53 (20.38%) Architect
3 36 (13.85%) Big Data Engineer
4 35 (13.46%) Data Architect
5 30 (11.54%) Senior Data Engineer
6 27 (10.38%) Developer
7 22 (8.46%) Platform Engineer
8 17 (6.54%) Solutions Architect
9 14 (5.38%) Consultant
10 12 (4.62%) Big Data Architect
10 12 (4.62%) Data Scientist
10 12 (4.62%) DevOps Engineer
10 12 (4.62%) QA Engineer
10 12 (4.62%) Senior QA Engineer
11 11 (4.23%) Artificial Intelligence Engineer
11 11 (4.23%) Software Engineer
12 10 (3.85%) Big Data Developer
13 9 (3.46%) Data Modeller
13 9 (3.46%) Infrastructure Consultant
13 9 (3.46%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 55 (21.15%) Kafka
2 40 (15.38%) Spark Streaming
3 30 (11.54%) TensorFlow
4 19 (7.31%) Natural Language Processing
5 18 (6.92%) MXNet
5 18 (6.92%) scikit-learn
6 16 (6.15%) PySpark
7 12 (4.62%) OAuth
7 12 (4.62%) SAML
8 11 (4.23%) LDAP
9 10 (3.85%) Elastic Stack
10 7 (2.69%) Apache NiFi
11 5 (1.92%) RESTful
12 4 (1.54%) Apache Drill
12 4 (1.54%) Play Framework
12 4 (1.54%) RabbitMQ
13 3 (1.15%) Apache Beam
13 3 (1.15%) Web Services
14 2 (0.77%) MLlib
14 2 (0.77%) Spring
Miscellaneous
1 26 (10.00%) Management Information System
2 24 (9.23%) Analytical Skills
3 20 (7.69%) Blog
4 19 (7.31%) Acoustics
5 12 (4.62%) Data Centre
6 10 (3.85%) Algorithms
7 9 (3.46%) Data Structures
7 9 (3.46%) Enterprise Storage
8 8 (3.08%) Virtual Team
9 7 (2.69%) IBM Mainframe
9 7 (2.69%) Mainframe
10 3 (1.15%) Enterprise Software
10 3 (1.15%) NHS
11 1 (0.38%) Clustering
11 1 (0.38%) CUDA
11 1 (0.38%) Greenfield Project
11 1 (0.38%) Media Streaming
11 1 (0.38%) Replication
Operating Systems
1 45 (17.31%) Unix
2 44 (16.92%) Linux
3 11 (4.23%) Red Hat Enterprise Linux
4 10 (3.85%) Windows
5 9 (3.46%) CentOS
5 9 (3.46%) Fedora
5 9 (3.46%) Ubuntu
6 1 (0.38%) Oracle Linux
Processes & Methodologies
1 174 (66.92%) Agile Software Development
2 155 (59.62%) Analytics
3 104 (40.00%) Data Engineering
4 100 (38.46%) ETL
5 86 (33.08%) Software Engineering
6 80 (30.77%) Data Analytics
7 73 (28.08%) DevOps
8 71 (27.31%) Data Modelling
9 66 (25.38%) Artificial Intelligence
10 63 (24.23%) Machine Learning
11 61 (23.46%) Business Intelligence
12 51 (19.62%) Configuration Management
13 49 (18.85%) Data Science
14 48 (18.46%) Data Management
15 47 (18.08%) Scrum
15 47 (18.08%) Translating Business Requirements
16 41 (15.77%) Visualisation
17 39 (15.00%) Data Architecture
18 37 (14.23%) Data Munging
19 35 (13.46%) Continuous Integration
Programming Languages
1 159 (61.15%) SQL
2 136 (52.31%) Python
3 90 (34.62%) Java
4 47 (18.08%) Scala
5 39 (15.00%) PL/SQL
6 30 (11.54%) R
7 23 (8.85%) Bash Shell
8 17 (6.54%) JavaScript
9 13 (5.00%) C#
10 12 (4.62%) C
10 12 (4.62%) Ruby
11 9 (3.46%) PowerShell
12 7 (2.69%) Shell Script
13 4 (1.54%) Perl
13 4 (1.54%) T-SQL
14 1 (0.38%) Java 8
Qualifications
1 13 (5.00%) Degree
1 13 (5.00%) Security Cleared
2 10 (3.85%) SC Cleared
3 7 (2.69%) DV Cleared
4 5 (1.92%) PMI Certification
4 5 (1.92%) PMP
5 1 (0.38%) Six Sigma Black Belt
Quality Assurance & Compliance
1 38 (14.62%) Data Quality
2 24 (9.23%) QA
3 7 (2.69%) GDPR
4 4 (1.54%) ISO/IEC 27001
System Software
1 59 (22.69%) Docker
2 43 (16.54%) HDFS
3 42 (16.15%) VirtualBox
4 22 (8.46%) Apache Flume
5 9 (3.46%) NFS
5 9 (3.46%) Samba
5 9 (3.46%) VMware ESXi
5 9 (3.46%) VMware Infrastructure
5 9 (3.46%) Xen
6 6 (2.31%) Apache ZooKeeper
7 1 (0.38%) Active Directory
7 1 (0.38%) Virtual Servers
Systems Management
1 80 (30.77%) Ansible
2 77 (29.62%) Terraform
3 58 (22.31%) Oozie
4 50 (19.23%) Kubernetes
5 44 (16.92%) Docker Swarm
6 30 (11.54%) Hadoop YARN
7 21 (8.08%) Puppet
8 12 (4.62%) Ambari
8 12 (4.62%) Single Sign-On
9 10 (3.85%) Nagios
10 9 (3.46%) OpenNMS
10 9 (3.46%) vCenter Server
10 9 (3.46%) ZABBIX
11 5 (1.92%) HP Quality Center
12 2 (0.77%) Data Guard
12 2 (0.77%) Oracle RMAN
13 1 (0.38%) NetBackup
13 1 (0.38%) Opsview
13 1 (0.38%) Oracle Enterprise Manager
Vendors
1 123 (47.31%) Hortonworks
2 64 (24.62%) Oracle
3 59 (22.69%) Informatica
4 55 (21.15%) Google
5 48 (18.46%) Microsoft
6 28 (10.77%) IBM
6 28 (10.77%) Talend
7 18 (6.92%) Databricks
7 18 (6.92%) Dataiku
8 17 (6.54%) MapR
9 16 (6.15%) VMware
10 14 (5.38%) Netezza
11 9 (3.46%) Dell
11 9 (3.46%) EMC
11 9 (3.46%) NetApp
11 9 (3.46%) Red Hat
11 9 (3.46%) SolarWinds
12 8 (3.08%) SAP
12 8 (3.08%) Tableau
13 7 (2.69%) TIBCO