Period
to 17 September 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 17 September 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
17 Sep 2019
Same period 2018 Same period 2017
Rank 758 788 916
Rank change year-on-year +30 +128 +57
Permanent jobs citing Cloudera 338 405 287
As % of all permanent IT jobs advertised in the UK 0.24% 0.24% 0.16%
As % of the Vendors category 0.56% 0.56% 0.37%
Number of salaries quoted 242 235 198
UK median annual salary £73,250 £73,000 £65,000
Median salary % change year-on-year +0.34% +12.31% -
10th Percentile £46,250 £46,500 £40,088
90th Percentile £105,000 £100,000 £98,975
UK excluding London median annual salary £57,275 £67,500 £55,000
% change year-on-year -15.15% +22.73% -

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 60,730 71,946 78,248
As % of all permanent IT jobs advertised in the UK 42.81% 43.11% 44.68%
Number of salaries quoted 46,199 55,647 60,550
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +3.26%
10th Percentile £27,250 £27,000 £26,250
90th Percentile £82,500 £78,750 £75,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +1.19%

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 17 September 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 17 September 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 +39 328 £75,000 +0.67% 51
London +71 218 £80,000 - 28
UK excluding London -5 102 £57,275 -15.15% 25
Midlands +39 31 £60,000 -20.00% 8
West Midlands +52 30 £60,000 +14.29% 8
North of England +16 25 £49,337 -26.91% 9
South East +14 19 £47,500 -28.30% 1
South West +14 17 £60,000 -25.00% 4
Yorkshire +8 14 £49,337 +16.09%
North East +28 9 £45,412 -32.72% 1
East of England +51 6 £60,000 -2.44% 1
Scotland +8 4 £65,000 +1.96% 2
North West +5 2 £70,000 +1.82% 8
East Midlands 0 1 £45,000 -42.86%

For the 6 months to 17 September 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.

1 280 (82.84%) Hadoop
2 249 (73.67%) Big Data
3 217 (64.20%) AWS
4 207 (61.24%) SQL
5 206 (60.95%) Agile Software Development
6 205 (60.65%) Python
7 199 (58.88%) Apache Spark
8 190 (56.21%) Analytics
8 190 (56.21%) Azure
9 181 (53.55%) Java
10 160 (47.34%) Apache Hive
11 133 (39.35%) Kafka
11 133 (39.35%) DevOps
12 129 (38.17%) Data Engineering
13 125 (36.98%) NoSQL
14 123 (36.39%) Software Engineering
15 120 (35.50%) Hortonworks
16 115 (34.02%) Scala
17 114 (33.73%) Machine Learning
18 105 (31.07%) Oozie
19 104 (30.77%) ETL
20 102 (30.18%) Oracle
21 98 (28.99%) GCP
22 97 (28.70%) Amazon Redshift
22 97 (28.70%) HBase
23 96 (28.40%) Data Analytics
24 91 (26.92%) Data Warehouse
25 87 (25.74%) Scrum
26 85 (25.15%) Ansible
27 84 (24.85%) Apache Pig

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
1 199 (58.88%) Apache Spark
2 84 (24.85%) Apache Pig
3 57 (16.86%) SAS
4 29 (8.58%) Elasticsearch
5 16 (4.73%) Apache
6 13 (3.85%) Apache Solr
7 4 (1.18%) WebLogic
8 1 (0.30%) Cloud Foundry
8 1 (0.30%) Jupyter
8 1 (0.30%) OpenStack
8 1 (0.30%) WebLogic Portal
Applications
1 15 (4.44%) Microsoft Excel
Cloud Services
1 217 (64.20%) AWS
2 190 (56.21%) Azure
3 98 (28.99%) GCP
4 38 (11.24%) PaaS
5 37 (10.95%) Power Platform
6 24 (7.10%) Amazon EMR
7 16 (4.73%) Amazon SageMaker
8 14 (4.14%) Amazon Kinesis
9 11 (3.25%) IaaS
10 10 (2.96%) Amazon S3
11 8 (2.37%) Amazon ECS
11 8 (2.37%) Amazon EKS
12 7 (2.07%) IBM Cloud
13 6 (1.78%) AWS CloudFormation
13 6 (1.78%) GitHub
13 6 (1.78%) Serverless
14 4 (1.18%) AWS Lambda
15 2 (0.59%) Azure Machine Learning
16 1 (0.30%) Azure Data Factory
16 1 (0.30%) Data Lake Analytics
Communications & Networking
1 10 (2.96%) Kerberos
2 7 (2.07%) Firewall
3 6 (1.78%) VPN
4 4 (1.18%) SSL
5 3 (0.89%) HTTP
5 3 (0.89%) HTTPS
5 3 (0.89%) Internet
6 1 (0.30%) AMQP
6 1 (0.30%) Broadband
6 1 (0.30%) DNS
6 1 (0.30%) Unified Communications
Database & Business Intelligence
1 280 (82.84%) Hadoop
2 249 (73.67%) Big Data
3 160 (47.34%) Apache Hive
4 125 (36.98%) NoSQL
5 97 (28.70%) Amazon Redshift
5 97 (28.70%) HBase
6 91 (26.92%) Data Warehouse
7 81 (23.96%) Sqoop
8 79 (23.37%) Pentaho
9 71 (21.01%) Impala
10 63 (18.64%) MongoDB
11 56 (16.57%) Apache Cassandra
12 52 (15.38%) SQL Server
13 37 (10.95%) Power BI
14 29 (8.58%) Neo4j
15 28 (8.28%) Data Lake
15 28 (8.28%) Flink
16 22 (6.51%) Couchbase
16 22 (6.51%) SQL Server Integration Services
17 21 (6.21%) Oracle Database
Development Applications
1 84 (24.85%) Jenkins
2 67 (19.82%) Git (software)
3 56 (16.57%) Maven
4 50 (14.79%) Artifactory
5 48 (14.20%) Bitbucket
6 21 (6.21%) Atlassian Bamboo
7 18 (5.33%) Vagrant
8 12 (3.55%) JIRA
9 8 (2.37%) Ant
9 8 (2.37%) Gradle
10 7 (2.07%) ERwin
11 6 (1.78%) GitLab
12 1 (0.30%) SonarQube
12 1 (0.30%) Subversion
General
1 60 (17.75%) Law
2 22 (6.51%) Banking
3 21 (6.21%) Manufacturing
3 21 (6.21%) Retail
4 20 (5.92%) Finance
5 17 (5.03%) Public Sector
6 4 (1.18%) Automotive
7 3 (0.89%) Games
7 3 (0.89%) Legal
8 1 (0.30%) Aerospace
Job Titles
1 155 (45.86%) Data Engineer
2 102 (30.18%) Big Data Engineer
3 44 (13.02%) Senior Data Engineer
4 42 (12.43%) Architect
5 35 (10.36%) Hadoop Engineer
6 33 (9.76%) Data Architect
6 33 (9.76%) Python Engineer
7 30 (8.88%) Developer
8 24 (7.10%) Big Data Architect
9 23 (6.80%) Platform Engineer
10 19 (5.62%) Software Engineer
10 19 (5.62%) Solutions Architect
11 17 (5.03%) Consultant
12 16 (4.73%) AWS Engineer
13 15 (4.44%) Big Data Developer
13 15 (4.44%) Data Scientist
14 14 (4.14%) DevOps Engineer
15 12 (3.55%) Infrastructure Engineer
16 10 (2.96%) Big Data Solutions Architect
17 9 (2.66%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 133 (39.35%) Kafka
2 57 (16.86%) Spark Streaming
3 49 (14.50%) Apache NiFi
4 29 (8.58%) TensorFlow
5 22 (6.51%) Web Services
6 21 (6.21%) Natural Language Processing
7 16 (4.73%) MXNet
7 16 (4.73%) scikit-learn
8 13 (3.85%) PySpark
9 10 (2.96%) RabbitMQ
10 7 (2.07%) SAML
11 6 (1.78%) Elastic Stack
11 6 (1.78%) OAuth
12 5 (1.48%) Anaconda
12 5 (1.48%) LDAP
13 4 (1.18%) Apache Drill
13 4 (1.18%) Play Framework
14 3 (0.89%) JSP
14 3 (0.89%) XML
14 3 (0.89%) XSLT
Miscellaneous
1 26 (7.69%) Analytical Skills
2 21 (6.21%) Data Structures
3 16 (4.73%) Algorithms
4 15 (4.44%) Management Information System
5 13 (3.85%) Blog
6 12 (3.55%) Acoustics
7 10 (2.96%) Enterprise Storage
8 6 (1.78%) Cloud Native
8 6 (1.78%) Data Centre
9 4 (1.18%) NHS
10 3 (0.89%) Greenfield Project
11 2 (0.59%) FMCG
11 2 (0.59%) Life Science
11 2 (0.59%) Replication
11 2 (0.59%) Virtual Team
12 1 (0.30%) Clustering
12 1 (0.30%) CUDA
12 1 (0.30%) Enterprise Software
12 1 (0.30%) Media Streaming
Operating Systems
1 78 (23.08%) Unix
2 51 (15.09%) Linux
3 12 (3.55%) Red Hat Enterprise Linux
4 11 (3.25%) Ubuntu
5 10 (2.96%) CentOS
5 10 (2.96%) Fedora
5 10 (2.96%) Windows
6 1 (0.30%) HPUX
6 1 (0.30%) Oracle Linux
Processes & Methodologies
1 206 (60.95%) Agile Software Development
2 190 (56.21%) Analytics
3 133 (39.35%) DevOps
4 129 (38.17%) Data Engineering
5 123 (36.39%) Software Engineering
6 114 (33.73%) Machine Learning
7 104 (30.77%) ETL
8 96 (28.40%) Data Analytics
9 87 (25.74%) Scrum
10 74 (21.89%) Business Intelligence
11 73 (21.60%) Data Science
12 56 (16.57%) Data Modelling
13 55 (16.27%) MapReduce
14 50 (14.79%) Artificial Intelligence
15 48 (14.20%) Data Architecture
16 44 (13.02%) Data Management
16 44 (13.02%) Visualisation
17 39 (11.54%) Configuration Management
18 38 (11.24%) Sprint Planning
18 38 (11.24%) Sprint Retrospective
Programming Languages
1 207 (61.24%) SQL
2 205 (60.65%) Python
3 181 (53.55%) Java
4 115 (34.02%) Scala
5 53 (15.68%) PL/SQL
6 32 (9.47%) R
7 18 (5.33%) Bash Shell
7 18 (5.33%) JavaScript
8 13 (3.85%) C#
9 11 (3.25%) C
9 11 (3.25%) Perl
10 10 (2.96%) PowerShell
11 8 (2.37%) Clojure
11 8 (2.37%) Groovy
12 7 (2.07%) Ruby
13 6 (1.78%) Shell Script
14 5 (1.48%) C++
15 1 (0.30%) Go
15 1 (0.30%) Java 8
Qualifications
1 15 (4.44%) PMI Certification
1 15 (4.44%) PMP
2 13 (3.85%) Degree
3 11 (3.25%) Security Cleared
4 7 (2.07%) SC Cleared
5 1 (0.30%) CCNA
5 1 (0.30%) Cisco Certification
5 1 (0.30%) CISSP
5 1 (0.30%) CompTIA Security+
5 1 (0.30%) Computer Science Degree
5 1 (0.30%) DV Cleared
5 1 (0.30%) GIAC
5 1 (0.30%) Linux+ Certification
5 1 (0.30%) MCSE
5 1 (0.30%) Microsoft Certification
5 1 (0.30%) Network+ Certification
5 1 (0.30%) SANS
5 1 (0.30%) Six Sigma Black Belt
5 1 (0.30%) SSCP
Quality Assurance & Compliance
1 18 (5.33%) Data Quality
2 13 (3.85%) QA
3 5 (1.48%) GDPR
4 3 (0.89%) ISO/IEC 27001
5 1 (0.30%) MiFID
System Software
1 58 (17.16%) Docker
2 47 (13.91%) Apache ZooKeeper
3 43 (12.72%) Apache Flume
4 39 (11.54%) HDFS
5 27 (7.99%) VirtualBox
6 11 (3.25%) VMware Infrastructure
7 10 (2.96%) NFS
7 10 (2.96%) Samba
7 10 (2.96%) VMware ESXi
7 10 (2.96%) Xen
8 3 (0.89%) Active Directory
9 2 (0.59%) Virtual Servers
10 1 (0.30%) vCloud
10 1 (0.30%) vSphere
Systems Management
1 105 (31.07%) Oozie
2 85 (25.15%) Ansible
3 79 (23.37%) Terraform
4 44 (13.02%) Hadoop YARN
5 38 (11.24%) Kubernetes
6 32 (9.47%) Docker Swarm
7 19 (5.62%) Nagios
7 19 (5.62%) Puppet
8 14 (4.14%) Ambari
9 10 (2.96%) OpenNMS
9 10 (2.96%) vCenter Server
9 10 (2.96%) ZABBIX
10 7 (2.07%) Single Sign-On
11 4 (1.18%) Data Guard
11 4 (1.18%) Oracle RMAN
12 1 (0.30%) Kibana
12 1 (0.30%) logstash
12 1 (0.30%) NetBackup
12 1 (0.30%) OpenView
12 1 (0.30%) Oracle Enterprise Manager
Vendors
1 120 (35.50%) Hortonworks
2 102 (30.18%) Oracle
3 59 (17.46%) Informatica
4 50 (14.79%) Microsoft
5 48 (14.20%) Google
6 41 (12.13%) MapR
7 36 (10.65%) Databricks
8 28 (8.28%) Talend
9 27 (7.99%) Tableau
10 16 (4.73%) Dataiku
10 16 (4.73%) IBM
11 13 (3.85%) Netezza
12 11 (3.25%) Red Hat
12 11 (3.25%) TIBCO
12 11 (3.25%) VMware
13 10 (2.96%) Dell
13 10 (2.96%) EMC
13 10 (2.96%) HP
13 10 (2.96%) NetApp
13 10 (2.96%) SolarWinds