Period
to 15 January 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 15 January 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
15 Jan 2019
Same period 2018 Same period 2017
Rank 709 871 1014
Rank change year-on-year +162 +143 +74
Permanent jobs citing Cloudera 418 305 183
As % of all permanent IT jobs advertised in the UK 0.28% 0.18% 0.10%
As % of the Vendors category 0.65% 0.40% 0.24%
Number of salaries quoted 271 252 160
UK median annual salary £76,400 £70,000 £67,500
Median salary % change year-on-year +9.14% +3.70% -3.57%
10th Percentile £48,750 £40,575 £44,525
90th Percentile £96,250 £107,500 £90,000
UK excluding London median annual salary £65,000 £57,500 £65,000
% change year-on-year +13.04% -11.54% +8.33%

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 64,143 76,417 76,802
As % of all permanent IT jobs advertised in the UK 42.44% 44.34% 43.85%
Number of salaries quoted 49,293 59,739 61,795
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £27,500 £26,250 £26,250
90th Percentile £81,250 £75,000 £75,000
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +2.41%

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 15 January 2019.

Salary histogram for Cloudera in the UK

Cloudera
Top 15 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 15 January 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 +151 402 £77,500 +10.71% 48
London +91 286 £82,500 +10.00% 32
UK excluding London +96 127 £65,000 +13.04% 19
South East +45 40 £47,500 -24.00% 2
North of England +45 27 £49,337 -24.10% 7
Midlands +45 17 £77,500 +82.35% 2
East Midlands +20 16 £77,500 +82.35% 1
South West +6 14 £66,250 +57.74% 4
East of England +25 13 £67,500 -10.00% 1
Scotland +11 13 £68,750 -34.83% 3
Yorkshire - 12 £49,337 - 1
North East - 9 £49,337 - 1
North West +18 6 £76,400 +17.54% 5
Wales +4 3 £36,250 -21.20%
West Midlands +34 1 - - 1

For the 6 months to 15 January 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.

1 390 (93.30%) Hadoop
2 377 (90.19%) Big Data
3 318 (76.08%) Python
4 310 (74.16%) Apache Spark
5 256 (61.24%) Java
6 248 (59.33%) Agile Software Development
7 236 (56.46%) Apache Hive
8 231 (55.26%) NoSQL
9 224 (53.59%) HBase
9 224 (53.59%) Amazon AWS
10 214 (51.20%) Scala
11 206 (49.28%) Hortonworks
12 203 (48.56%) Kafka
13 184 (44.02%) Analytics
14 166 (39.71%) SQL
15 165 (39.47%) Apache Cassandra
16 148 (35.41%) ETL
17 147 (35.17%) Oozie
18 144 (34.45%) Impala
19 141 (33.73%) Machine Learning
20 133 (31.82%) Apache Flume
21 127 (30.38%) Data Science
22 125 (29.90%) Microsoft Azure
23 119 (28.47%) Apache Pig
24 118 (28.23%) MapR
25 112 (26.79%) Scrum
26 111 (26.56%) MapReduce
27 110 (26.32%) DevOps
28 106 (25.36%) Data Modelling
29 102 (24.40%) Linux

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
1 310 (74.16%) Apache Spark
2 119 (28.47%) Apache Pig
3 81 (19.38%) Elasticsearch
4 47 (11.24%) Apache
5 42 (10.05%) Apache Solr
6 25 (5.98%) SAS
7 7 (1.67%) Confluence
8 3 (0.72%) Apache Airflow
8 3 (0.72%) SharePoint
9 2 (0.48%) JBoss
9 2 (0.48%) WebLogic
9 2 (0.48%) WebSphere
10 1 (0.24%) Appian
10 1 (0.24%) IIS
10 1 (0.24%) Jupyter
10 1 (0.24%) OpenStack
10 1 (0.24%) Oracle SOA Suite
10 1 (0.24%) Tomcat
Applications
1 3 (0.72%) SPSS
2 1 (0.24%) Chatbot
2 1 (0.24%) Microsoft Excel
Business Applications
1 3 (0.72%) Dynamics AX
1 3 (0.72%) Dynamics CRM
1 3 (0.72%) Dynamics NAV
Cloud Services
1 224 (53.59%) Amazon AWS
2 125 (29.90%) Microsoft Azure
3 88 (21.05%) Google Cloud Platform
4 32 (7.66%) GitHub
5 19 (4.55%) Amazon EMR
6 15 (3.59%) Cloud Computing
7 13 (3.11%) Amazon SageMaker
8 11 (2.63%) Amazon S3
8 11 (2.63%) AWS Lambda
8 11 (2.63%) IBM Cloud
8 11 (2.63%) Serverless
9 9 (2.15%) Amazon EC2
10 8 (1.91%) iTunes
11 7 (1.67%) PaaS
12 5 (1.20%) SaaS
13 4 (0.96%) IaaS
14 3 (0.72%) Datadog
15 1 (0.24%) Amazon CloudWatch
15 1 (0.24%) CloudBees
15 1 (0.24%) Trello
Communications & Networking
1 17 (4.07%) Internet
2 6 (1.44%) Kerberos
3 5 (1.20%) HTTP
4 2 (0.48%) Broadband
4 2 (0.48%) FIX Connectivity
4 2 (0.48%) SSL
5 1 (0.24%) DSL
5 1 (0.24%) Firewall
5 1 (0.24%) HTTPS
5 1 (0.24%) IPsec
5 1 (0.24%) VPN
Database & Business Intelligence
1 390 (93.30%) Hadoop
2 377 (90.19%) Big Data
3 236 (56.46%) Apache Hive
4 231 (55.26%) NoSQL
5 224 (53.59%) HBase
6 165 (39.47%) Apache Cassandra
7 144 (34.45%) Impala
8 93 (22.25%) Amazon Redshift
9 90 (21.53%) Flink
10 86 (20.57%) Data Warehouse
11 85 (20.33%) Sqoop
12 84 (20.10%) MongoDB
13 71 (16.99%) Couchbase
14 66 (15.79%) CouchDB
15 51 (12.20%) Data Lake
16 46 (11.00%) SQL Server
17 42 (10.05%) MySQL
18 36 (8.61%) Pentaho
18 36 (8.61%) PostgreSQL
18 36 (8.61%) Relational Database
Development Applications
1 44 (10.53%) Git (software)
2 42 (10.05%) Jenkins
3 20 (4.78%) Maven
4 16 (3.83%) JIRA
5 15 (3.59%) Ant
5 15 (3.59%) Gradle
6 14 (3.35%) JUnit
7 13 (3.11%) Atlassian Bamboo
7 13 (3.11%) Vagrant
8 12 (2.87%) ERwin
9 8 (1.91%) Eclipse
9 8 (1.91%) Team Foundation Server
10 6 (1.44%) Bitbucket
10 6 (1.44%) GitLab
10 6 (1.44%) Subversion
11 5 (1.20%) CircleCI
11 5 (1.20%) TeamCity
12 4 (0.96%) FindBugs
12 4 (0.96%) IntelliJ
12 4 (0.96%) Travis CI
General
1 49 (11.72%) Law
1 49 (11.72%) Military
2 35 (8.37%) Retail
3 32 (7.66%) Finance
4 28 (6.70%) Banking
5 25 (5.98%) Games
6 20 (4.78%) Marketing
7 9 (2.15%) Manufacturing
8 8 (1.91%) Pharmaceutical
9 6 (1.44%) Telecoms
10 5 (1.20%) French Language
10 5 (1.20%) German Language
10 5 (1.20%) Investment Banking
11 4 (0.96%) Electronics
12 3 (0.72%) Aerospace
12 3 (0.72%) Legal
13 2 (0.48%) Front Office
14 1 (0.24%) Back Office
Job Titles
1 228 (54.55%) Data Engineer
2 189 (45.22%) Big Data Engineer
3 60 (14.35%) Architect
4 57 (13.64%) Data Architect
5 55 (13.16%) Hadoop Engineer
6 50 (11.96%) Senior Data Engineer
7 48 (11.48%) Python Engineer
8 37 (8.85%) Big Data Architect
9 25 (5.98%) Developer
10 18 (4.31%) Games Engineer
11 16 (3.83%) Data Scientist
12 15 (3.59%) Big Data Developer
12 15 (3.59%) Systems Engineer
12 15 (3.59%) Unix Engineer
13 13 (3.11%) Senior Hadoop Engineer
14 11 (2.63%) Administrator
14 11 (2.63%) Analytics Manager
14 11 (2.63%) Consultant
14 11 (2.63%) Data Analytics Manager
15 10 (2.39%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 203 (48.56%) Kafka
2 85 (20.33%) Spark Streaming
3 29 (6.94%) .NET
4 28 (6.70%) Apache NiFi
4 28 (6.70%) Web Services
5 19 (4.55%) TensorFlow
6 17 (4.07%) PySpark
7 15 (3.59%) scikit-learn
8 13 (3.11%) JSON
8 13 (3.11%) LAMP
8 13 (3.11%) MXNet
8 13 (3.11%) Natural Language Processing
8 13 (3.11%) XML
9 12 (2.87%) AngularJS
10 10 (2.39%) HTML
10 10 (2.39%) React
11 9 (2.15%) Node.js
12 8 (1.91%) LAPP Stack
13 6 (1.44%) Elastic Stack
13 6 (1.44%) MLlib
Miscellaneous
1 48 (11.48%) Analytical Skills
2 39 (9.33%) Data Structures
3 24 (5.74%) Algorithms
4 10 (2.39%) Fintech
5 9 (2.15%) Life Science
6 8 (1.91%) Cybercrime
6 8 (1.91%) Greenfield Project
6 8 (1.91%) Virtual Team
7 7 (1.67%) Enterprise Software
7 7 (1.67%) User Experience
8 6 (1.44%) Acoustics
8 6 (1.44%) Blog
9 5 (1.20%) Enterprise Storage
10 4 (0.96%) Clustering
10 4 (0.96%) Mainframe
11 3 (0.72%) Management Information System
11 3 (0.72%) PMI
11 3 (0.72%) Self-Motivation
11 3 (0.72%) Social Network
12 2 (0.48%) Cloud Native
Operating Systems
1 102 (24.40%) Linux
2 101 (24.16%) Unix
3 28 (6.70%) Red Hat Enterprise Linux
4 24 (5.74%) Windows
5 15 (3.59%) CentOS
5 15 (3.59%) Fedora
5 15 (3.59%) Ubuntu
6 9 (2.15%) Solaris
7 4 (0.96%) Oracle Linux
7 4 (0.96%) SUSE
8 2 (0.48%) DC/OS
9 1 (0.24%) AIX
Processes & Methodologies
1 248 (59.33%) Agile Software Development
2 184 (44.02%) Analytics
3 148 (35.41%) ETL
4 141 (33.73%) Machine Learning
5 127 (30.38%) Data Science
6 112 (26.79%) Scrum
7 111 (26.56%) MapReduce
8 110 (26.32%) DevOps
9 106 (25.36%) Data Modelling
10 82 (19.62%) Data Engineering
10 82 (19.62%) Software Engineering
11 68 (16.27%) Data Analytics
11 68 (16.27%) Kanban
12 60 (14.35%) Business Intelligence
13 57 (13.64%) Artificial Intelligence
14 56 (13.40%) Data Integration
15 51 (12.20%) Data Architecture
15 51 (12.20%) Mentoring
16 49 (11.72%) Use Case
17 48 (11.48%) Continuous Integration
Programming Languages
1 318 (76.08%) Python
2 256 (61.24%) Java
3 214 (51.20%) Scala
4 166 (39.71%) SQL
5 30 (7.18%) Bash Shell
5 30 (7.18%) R
5 30 (7.18%) Shell Script
6 24 (5.74%) JavaScript
7 23 (5.50%) C#
7 23 (5.50%) Perl
8 22 (5.26%) C
9 21 (5.02%) PowerShell
10 16 (3.83%) Groovy
11 15 (3.59%) PL/SQL
12 13 (3.11%) Ruby
13 10 (2.39%) Go
14 9 (2.15%) T-SQL
15 8 (1.91%) C++
16 7 (1.67%) HiveQL
17 5 (1.20%) MATLAB
Qualifications
1 38 (9.09%) Degree
2 32 (7.66%) Security Cleared
3 21 (5.02%) DV Cleared
4 10 (2.39%) Master's Degree
5 6 (1.44%) CCNA
5 6 (1.44%) Cisco Certification
5 6 (1.44%) CISSP
5 6 (1.44%) CompTIA Security+
5 6 (1.44%) Computer Science Degree
5 6 (1.44%) GIAC
5 6 (1.44%) Linux+ Certification
5 6 (1.44%) MCSE
5 6 (1.44%) Microsoft Certification
5 6 (1.44%) Network+ Certification
5 6 (1.44%) SANS
5 6 (1.44%) SSCP
6 5 (1.20%) SC Cleared
7 3 (0.72%) PMI Certification
8 2 (0.48%) PhD
Quality Assurance & Compliance
1 29 (6.94%) QA
2 23 (5.50%) Data Quality
3 16 (3.83%) GDPR
4 4 (0.96%) MiFID
5 3 (0.72%) COBIT
5 3 (0.72%) IFRS
5 3 (0.72%) ISO/IEC 27001
5 3 (0.72%) PCI DSS
5 3 (0.72%) SLA
5 3 (0.72%) Solvency II
6 1 (0.24%) Dodd-Frank
6 1 (0.24%) EMIR
6 1 (0.24%) FATCA
System Software
1 133 (31.82%) Apache Flume
2 77 (18.42%) HDFS
3 50 (11.96%) Docker
4 33 (7.89%) Apache ZooKeeper
5 28 (6.70%) VirtualBox
6 15 (3.59%) VMware ESXi
6 15 (3.59%) VMware Infrastructure
6 15 (3.59%) Xen
7 5 (1.20%) NFS
7 5 (1.20%) Samba
8 4 (0.96%) GFS2
8 4 (0.96%) Virtual Machines
Systems Management
1 147 (35.17%) Oozie
2 88 (21.05%) Hadoop YARN
3 43 (10.29%) Ansible
3 43 (10.29%) Puppet
4 42 (10.05%) Kubernetes
5 30 (7.18%) Nagios
6 28 (6.70%) Docker Swarm
7 18 (4.31%) Terraform
8 15 (3.59%) OpenNMS
8 15 (3.59%) vCenter Server
8 15 (3.59%) ZABBIX
9 11 (2.63%) Opscode Chef
10 9 (2.15%) Ambari
11 5 (1.20%) Kibana
12 4 (0.96%) Prometheus
12 4 (0.96%) Rundeck
13 2 (0.48%) HP ALM
14 1 (0.24%) Apache Brooklyn
14 1 (0.24%) Marathon
14 1 (0.24%) Single Sign-On
Vendors
1 206 (49.28%) Hortonworks
2 118 (28.23%) MapR
3 80 (19.14%) Databricks
4 77 (18.42%) Oracle
5 60 (14.35%) Google
6 58 (13.88%) Microsoft
7 51 (12.20%) Tableau
7 51 (12.20%) Talend
8 49 (11.72%) Informatica
9 38 (9.09%) IBM
10 29 (6.94%) Red Hat
10 29 (6.94%) SAP
11 22 (5.26%) Vertica
12 21 (5.02%) TIBCO
13 19 (4.55%) HP
14 17 (4.07%) Greenplum
15 15 (3.59%) SolarWinds
15 15 (3.59%) VMware
16 14 (3.35%) Dataiku
16 14 (3.35%) Teradata