Period
to 23 May 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 23 May 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
23 May 2019
Same period 2018 Same period 2017
Rank 656 743 971
Rank change year-on-year +87 +228 -34
Permanent jobs citing Cloudera 479 477 197
As % of all permanent IT jobs advertised in the UK 0.33% 0.28% 0.12%
As % of the Vendors category 0.78% 0.63% 0.26%
Number of salaries quoted 336 332 136
UK median annual salary £80,000 £75,000 £72,500
Median salary % change year-on-year +6.67% +3.45% +11.54%
10th Percentile £49,337 £46,500 £41,250
90th Percentile £105,000 £102,500 £96,875
UK excluding London median annual salary £55,000 £65,000 £60,000
% change year-on-year -15.38% +8.33% +4.35%

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 61,069 75,497 74,814
As % of all permanent IT jobs advertised in the UK 42.40% 43.93% 44.22%
Number of salaries quoted 46,678 59,003 60,118
UK median annual salary £50,000 £47,500 £46,000
Median salary % change year-on-year +5.26% +3.26% +2.22%
10th Percentile £27,500 £27,000 £26,250
90th Percentile £81,750 £77,500 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% -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 23 May 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 23 May 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 +95 462 £80,000 +6.67% 20
London +105 353 £80,000 - 9
UK excluding London +55 121 £55,000 -15.38% 11
Midlands +52 38 £57,500 -11.54% 5
West Midlands +49 36 £60,000 +14.29% 5
North of England +33 29 £49,337 -17.77% 6
South East -14 21 £47,500 -30.91%
Scotland +29 17 £67,500 -10.00%
South West +35 15 £70,000 -18.84%
Yorkshire +24 15 £49,337 +9.64% 3
North East +25 11 £49,337 -26.91%
North West +24 3 £72,500 +20.83% 3
East Midlands +16 2 £45,000 -55.00%
East of England +56 1 £55,000 -10.57%

For the 6 months to 23 May 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.

1 433 (90.40%) Hadoop
2 395 (82.46%) Big Data
3 355 (74.11%) Apache Spark
4 331 (69.10%) Python
5 322 (67.22%) Amazon AWS
6 310 (64.72%) Java
7 273 (56.99%) Apache Hive
8 263 (54.91%) Kafka
9 260 (54.28%) Agile Software Development
10 257 (53.65%) Scala
11 255 (53.24%) Analytics
12 233 (48.64%) Microsoft Azure
13 232 (48.43%) HBase
14 230 (48.02%) SQL
15 219 (45.72%) NoSQL
16 201 (41.96%) DevOps
17 199 (41.54%) Oozie
18 197 (41.13%) Hortonworks
19 195 (40.71%) Machine Learning
20 184 (38.41%) Apache Pig
21 168 (35.07%) Data Engineering
22 165 (34.45%) ETL
23 163 (34.03%) Google Cloud Platform
24 162 (33.82%) Amazon Redshift
24 162 (33.82%) Apache Cassandra
25 159 (33.19%) Scrum
26 152 (31.73%) Data Science
27 149 (31.11%) Software Engineering
28 138 (28.81%) Apache Flume
29 134 (27.97%) Impala

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
1 355 (74.11%) Apache Spark
2 184 (38.41%) Apache Pig
3 94 (19.62%) Elasticsearch
4 64 (13.36%) SAS
5 41 (8.56%) Apache Solr
6 36 (7.52%) Apache
7 2 (0.42%) WebLogic
8 1 (0.21%) Apache Airflow
8 1 (0.21%) Cloud Foundry
8 1 (0.21%) Confluence
8 1 (0.21%) OpenStack
Applications
1 10 (2.09%) Microsoft Excel
Cloud Services
1 322 (67.22%) Amazon AWS
2 233 (48.64%) Microsoft Azure
3 163 (34.03%) Google Cloud Platform
4 52 (10.86%) Power Platform
5 34 (7.10%) GitHub
6 26 (5.43%) Amazon EMR
7 23 (4.80%) PaaS
8 21 (4.38%) Amazon Kinesis
9 13 (2.71%) Amazon S3
10 8 (1.67%) Cloud Computing
11 7 (1.46%) Amazon SageMaker
12 6 (1.25%) IaaS
12 6 (1.25%) IBM Cloud
13 4 (0.84%) AWS CloudFormation
14 1 (0.21%) Amazon EC2
14 1 (0.21%) Azure Machine Learning
14 1 (0.21%) Data Lake Analytics
14 1 (0.21%) Heroku
14 1 (0.21%) iTunes
14 1 (0.21%) OpenShift
Communications & Networking
1 17 (3.55%) Internet
2 8 (1.67%) Kerberos
3 3 (0.63%) Firewall
3 3 (0.63%) VPN
4 2 (0.42%) FIX Connectivity
4 2 (0.42%) SSL
5 1 (0.21%) AMQP
5 1 (0.21%) Broadband
5 1 (0.21%) DNS
5 1 (0.21%) HTTP
5 1 (0.21%) HTTPS
Database & Business Intelligence
1 433 (90.40%) Hadoop
2 395 (82.46%) Big Data
3 273 (56.99%) Apache Hive
4 232 (48.43%) HBase
5 219 (45.72%) NoSQL
6 162 (33.82%) Amazon Redshift
6 162 (33.82%) Apache Cassandra
7 134 (27.97%) Impala
8 127 (26.51%) Sqoop
9 117 (24.43%) MongoDB
10 107 (22.34%) Data Warehouse
11 103 (21.50%) Pentaho
12 96 (20.04%) Flink
13 77 (16.08%) Couchbase
13 77 (16.08%) CouchDB
14 52 (10.86%) Power BI
15 50 (10.44%) SQL Server
16 42 (8.77%) BusinessObjects
16 42 (8.77%) DataStage
17 37 (7.72%) Spark SQL
Development Applications
1 76 (15.87%) Git (software)
2 71 (14.82%) Maven
3 65 (13.57%) Jenkins
4 45 (9.39%) Artifactory
5 43 (8.98%) Bitbucket
6 28 (5.85%) Ant
6 28 (5.85%) Gradle
7 11 (2.30%) Atlassian Bamboo
8 8 (1.67%) ERwin
8 8 (1.67%) JIRA
9 7 (1.46%) Vagrant
10 3 (0.63%) Bitbucket Server
10 3 (0.63%) Cucumber
10 3 (0.63%) GitLab
10 3 (0.63%) Travis CI
11 2 (0.42%) Selenium
11 2 (0.42%) Sonatype Nexus
12 1 (0.21%) Hudson
12 1 (0.21%) SonarQube
12 1 (0.21%) TestRail
General
1 123 (25.68%) Law
2 40 (8.35%) Banking
3 23 (4.80%) Finance
4 19 (3.97%) Retail
5 14 (2.92%) Games
6 6 (1.25%) Front Office
7 5 (1.04%) Legal
8 4 (0.84%) Military
9 3 (0.63%) Manufacturing
Job Titles
1 258 (53.86%) Data Engineer
2 215 (44.89%) Big Data Engineer
3 88 (18.37%) Python Engineer
4 78 (16.28%) Hadoop Engineer
5 63 (13.15%) Architect
6 61 (12.73%) Senior Data Engineer
7 59 (12.32%) Data Architect
8 45 (9.39%) Big Data Architect
9 31 (6.47%) AWS Engineer
10 19 (3.97%) Linux Engineer
10 19 (3.97%) Senior Hadoop Engineer
10 19 (3.97%) Software Engineer
11 18 (3.76%) DevOps Engineer
12 17 (3.55%) Administrator
13 16 (3.34%) AWS DevOps
13 16 (3.34%) AWS DevOps Engineer
13 16 (3.34%) Linux DevOps Engineer
13 16 (3.34%) Linux/Unix DevOps
14 15 (3.13%) Data Scientist
15 13 (2.71%) Data Consultant
Libraries, Frameworks & Software Standards
1 263 (54.91%) Kafka
2 103 (21.50%) Spark Streaming
3 81 (16.91%) Apache NiFi
4 40 (8.35%) Web Services
5 18 (3.76%) .NET
6 16 (3.34%) PySpark
6 16 (3.34%) TensorFlow
7 13 (2.71%) LAMP
8 11 (2.30%) Natural Language Processing
9 10 (2.09%) LAPP Stack
10 9 (1.88%) Anaconda
11 7 (1.46%) MXNet
11 7 (1.46%) scikit-learn
12 6 (1.25%) RabbitMQ
13 4 (0.84%) CGI
13 4 (0.84%) HTML
14 3 (0.63%) JSP
14 3 (0.63%) SAML
14 3 (0.63%) XML
14 3 (0.63%) XSLT
Miscellaneous
1 38 (7.93%) Data Structures
2 35 (7.31%) Analytical Skills
3 21 (4.38%) Algorithms
4 10 (2.09%) Cloud Native
5 8 (1.67%) Greenfield Project
6 6 (1.25%) Equities
7 2 (0.42%) FMCG
7 2 (0.42%) Life Science
7 2 (0.42%) Management Information System
7 2 (0.42%) NHS
8 1 (0.21%) Acoustics
8 1 (0.21%) Blog
8 1 (0.21%) Cybercrime
8 1 (0.21%) Cyberthreat
8 1 (0.21%) Data Centre
8 1 (0.21%) Enterprise Storage
8 1 (0.21%) Mobile App
8 1 (0.21%) Reference Data
8 1 (0.21%) Replication
Operating Systems
1 130 (27.14%) Unix
2 77 (16.08%) Linux
3 5 (1.04%) Red Hat Enterprise Linux
3 5 (1.04%) Ubuntu
4 3 (0.63%) CentOS
4 3 (0.63%) Fedora
4 3 (0.63%) Windows
5 2 (0.42%) HPUX
5 2 (0.42%) Solaris
Processes & Methodologies
1 260 (54.28%) Agile Software Development
2 255 (53.24%) Analytics
3 201 (41.96%) DevOps
4 195 (40.71%) Machine Learning
5 168 (35.07%) Data Engineering
6 165 (34.45%) ETL
7 159 (33.19%) Scrum
8 152 (31.73%) Data Science
9 149 (31.11%) Software Engineering
10 131 (27.35%) MapReduce
11 108 (22.55%) Data Analytics
12 90 (18.79%) Business Intelligence
13 82 (17.12%) Data Modelling
14 70 (14.61%) Kanban
15 66 (13.78%) Data Architecture
16 61 (12.73%) Data Analysis
17 52 (10.86%) Data Integration
18 47 (9.81%) Use Case
19 41 (8.56%) Mentoring
20 40 (8.35%) Sprint Retrospective
Programming Languages
1 331 (69.10%) Python
2 310 (64.72%) Java
3 257 (53.65%) Scala
4 230 (48.02%) SQL
5 52 (10.86%) PL/SQL
6 34 (7.10%) Perl
7 28 (5.85%) Groovy
8 22 (4.59%) Shell Script
9 21 (4.38%) C#
10 18 (3.76%) R
11 11 (2.30%) Clojure
12 9 (1.88%) JavaScript
13 8 (1.67%) C++
14 7 (1.46%) Bash Shell
15 6 (1.25%) HiveQL
15 6 (1.25%) T-SQL
16 3 (0.63%) C
16 3 (0.63%) PowerShell
17 2 (0.42%) Ruby
18 1 (0.21%) Go
Qualifications
1 17 (3.55%) Security Cleared
2 14 (2.92%) Degree
3 10 (2.09%) PMI Certification
3 10 (2.09%) PMP
4 8 (1.67%) SC Cleared
5 4 (0.84%) Computer Science Degree
6 3 (0.63%) Master's Degree
7 2 (0.42%) CCNA
7 2 (0.42%) Cisco Certification
7 2 (0.42%) CISSP
7 2 (0.42%) CompTIA Security+
7 2 (0.42%) DV Cleared
7 2 (0.42%) GIAC
7 2 (0.42%) Linux+ Certification
7 2 (0.42%) MCSE
7 2 (0.42%) Microsoft Certification
7 2 (0.42%) Network+ Certification
7 2 (0.42%) SANS
7 2 (0.42%) SSCP
Quality Assurance & Compliance
1 16 (3.34%) Data Quality
2 15 (3.13%) GDPR
3 14 (2.92%) QA
4 5 (1.04%) ISO/IEC 27001
4 5 (1.04%) MiFID
5 4 (0.84%) IFRS
5 4 (0.84%) Solvency II
System Software
1 138 (28.81%) Apache Flume
2 82 (17.12%) Apache ZooKeeper
3 60 (12.53%) HDFS
4 40 (8.35%) Docker
5 10 (2.09%) VirtualBox
6 4 (0.84%) Active Directory
6 4 (0.84%) VMware Infrastructure
7 3 (0.63%) VMware ESXi
7 3 (0.63%) Xen
8 1 (0.21%) NFS
8 1 (0.21%) Samba
8 1 (0.21%) vCloud
8 1 (0.21%) Virtual Servers
8 1 (0.21%) vSphere
Systems Management
1 199 (41.54%) Oozie
2 101 (21.09%) Hadoop YARN
3 64 (13.36%) Ansible
4 54 (11.27%) Terraform
5 31 (6.47%) Nagios
6 19 (3.97%) Ambari
7 17 (3.55%) Kubernetes
8 14 (2.92%) Docker Swarm
9 9 (1.88%) Puppet
10 3 (0.63%) Kibana
10 3 (0.63%) logstash
10 3 (0.63%) OpenNMS
10 3 (0.63%) Opscode Chef
10 3 (0.63%) Prometheus
10 3 (0.63%) Single Sign-On
10 3 (0.63%) vCenter Server
10 3 (0.63%) ZABBIX
11 2 (0.42%) Data Guard
11 2 (0.42%) Oracle RMAN
12 1 (0.21%) OpenView
Vendors
1 197 (41.13%) Hortonworks
2 128 (26.72%) Oracle
3 102 (21.29%) MapR
4 84 (17.54%) Databricks
5 77 (16.08%) Informatica
6 61 (12.73%) Talend
7 56 (11.69%) Tableau
8 49 (10.23%) Google
9 48 (10.02%) Microsoft
10 35 (7.31%) IBM
11 28 (5.85%) TIBCO
12 25 (5.22%) SAP
12 25 (5.22%) Vertica
13 20 (4.18%) Greenplum
13 20 (4.18%) HP
14 13 (2.71%) Teradata
15 10 (2.09%) Red Hat
16 8 (1.67%) MicroStrategy
17 7 (1.46%) Dataiku
17 7 (1.46%) Netezza