Period
to 18 October 2018

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 18 October 2018 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
18 Oct 2018
Same period 2017 Same period 2016
Rank 750 883 967
Rank change year-on-year +133 +84 +142
Permanent jobs citing Cloudera 391 278 264
As % of all permanent IT jobs advertised in England 0.26% 0.17% 0.15%
As % of the Vendors category 0.60% 0.38% 0.33%
Number of salaries quoted 225 196 204
England median annual salary £75,000 £65,000 £67,500
Median salary % change year-on-year +15.38% -3.70% -
10th Percentile £47,500 £37,500 £46,750
90th Percentile £97,000 £99,625 £115,250
UK median annual salary £75,000 £65,000 £66,250
% change year-on-year +15.38% -1.89% -1.85%

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 65,609 72,665 79,179
As % of all permanent IT jobs advertised in England 42.81% 44.30% 43.79%
Number of salaries quoted 51,386 56,633 64,647
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £80,000 £75,250 £75,000
UK median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

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 18 October 2018.

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 18 October 2018. 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 +107 249 £80,000 +14.29% 42
South East +36 56 £60,000 +23.08% 6
Midlands +43 31 £75,000 +76.47% 2
East Midlands +13 24 £80,000 +88.24% 1
North of England +19 22 £70,000 -9.68% 3
North West +8 20 £70,000 -9.68% 2
East of England +6 17 £67,500 +50.00% 3
South West -1 11 £80,000 +90.48% 4
West Midlands +38 7 £52,500 +24.26% 1
North East - 1 £65,707 - 1
Yorkshire - 1 £65,707 -
Cloudera
UK

For the 6 months to 18 October 2018, 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.

1 364 (93.09%) Hadoop
2 345 (88.24%) Big Data
3 286 (73.15%) Python
4 278 (71.10%) Apache Spark
5 231 (59.08%) Agile Software Development
6 217 (55.50%) Java
7 187 (47.83%) Apache Hive
8 176 (45.01%) Hortonworks
9 173 (44.25%) Analytics
10 167 (42.71%) Scala
11 166 (42.46%) Amazon AWS
12 163 (41.69%) Kafka
13 162 (41.43%) NoSQL
14 155 (39.64%) SQL
15 141 (36.06%) Impala
16 139 (35.55%) ETL
17 128 (32.74%) HBase
18 108 (27.62%) Apache Cassandra
19 105 (26.85%) Linux
20 103 (26.34%) Continuous Integration
21 102 (26.09%) Microsoft Azure
22 100 (25.58%) Scrum
23 97 (24.81%) Data Modelling
23 97 (24.81%) MapR
24 96 (24.55%) MapReduce
25 91 (23.27%) Jenkins
25 91 (23.27%) Machine Learning
26 89 (22.76%) Apache Flume
26 89 (22.76%) Data Warehouse
27 87 (22.25%) Data Science

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
1 278 (71.10%) Apache Spark
2 63 (16.11%) Apache
3 55 (14.07%) Elasticsearch
4 53 (13.55%) Apache Pig
5 28 (7.16%) Apache Solr
6 14 (3.58%) SAS
7 13 (3.32%) Confluence
8 4 (1.02%) Jupyter
9 3 (0.77%) Tomcat
10 2 (0.51%) JBoss
10 2 (0.51%) Oracle Coherence
10 2 (0.51%) WebLogic
10 2 (0.51%) WebSphere
11 1 (0.26%) Apache Airflow
11 1 (0.26%) Appian
11 1 (0.26%) IIS
11 1 (0.26%) OpenStack
11 1 (0.26%) Oracle SOA Suite
Applications
1 4 (1.02%) Chatbot
1 4 (1.02%) Microsoft Excel
2 1 (0.26%) MS Visio
2 1 (0.26%) SPSS
Business Applications
1 6 (1.53%) Dynamics AX
1 6 (1.53%) Dynamics CRM
1 6 (1.53%) Dynamics NAV
Cloud Services
1 166 (42.46%) Amazon AWS
2 102 (26.09%) Microsoft Azure
3 71 (18.16%) Google Cloud Platform
4 28 (7.16%) IBM Cloud
5 21 (5.37%) Amazon EMR
6 14 (3.58%) Amazon SageMaker
7 13 (3.32%) AWS Lambda
7 13 (3.32%) Serverless
8 8 (2.05%) Cloud Computing
9 6 (1.53%) Amazon EC2
10 5 (1.28%) PaaS
11 4 (1.02%) GitHub
11 4 (1.02%) SaaS
12 2 (0.51%) Amazon S3
12 2 (0.51%) Apigee
12 2 (0.51%) Datadog
12 2 (0.51%) iTunes
13 1 (0.26%) Amazon CloudWatch
13 1 (0.26%) CloudBees
13 1 (0.26%) Cloudflare
Communications & Networking
1 5 (1.28%) Broadband
2 4 (1.02%) HTTP
3 3 (0.77%) Internet
4 2 (0.51%) DSL
5 1 (0.26%) 5G
5 1 (0.26%) IPsec
5 1 (0.26%) Kerberos
5 1 (0.26%) Reverse Proxy
5 1 (0.26%) SSL
Database & Business Intelligence
1 364 (93.09%) Hadoop
2 345 (88.24%) Big Data
3 187 (47.83%) Apache Hive
4 162 (41.43%) NoSQL
5 141 (36.06%) Impala
6 128 (32.74%) HBase
7 108 (27.62%) Apache Cassandra
8 89 (22.76%) Data Warehouse
9 72 (18.41%) Amazon Redshift
10 66 (16.88%) Flink
11 54 (13.81%) Data Lake
12 49 (12.53%) SQL Server
12 49 (12.53%) Sqoop
13 44 (11.25%) Relational Database
14 42 (10.74%) MongoDB
15 41 (10.49%) PostgreSQL
16 40 (10.23%) SQL Server Integration Services
17 36 (9.21%) Couchbase
18 33 (8.44%) Power BI
19 32 (8.18%) CouchDB
Development Applications
1 91 (23.27%) Jenkins
2 74 (18.93%) Git (software)
3 26 (6.65%) JUnit
4 24 (6.14%) Atlassian Bamboo
4 24 (6.14%) TeamCity
4 24 (6.14%) Vagrant
5 20 (5.12%) JIRA
6 13 (3.32%) Bitbucket
7 9 (2.30%) CircleCI
8 8 (2.05%) ERwin
9 7 (1.79%) Team Foundation Server
10 6 (1.53%) Eclipse
10 6 (1.53%) GitLab
10 6 (1.53%) Maven
11 4 (1.02%) Selenium
11 4 (1.02%) Subversion
12 3 (0.77%) Ant
12 3 (0.77%) Gradle
12 3 (0.77%) IntelliJ
13 2 (0.51%) Visual Studio
General
1 36 (9.21%) Finance
2 34 (8.70%) Marketing
3 31 (7.93%) Retail
4 29 (7.42%) Banking
5 26 (6.65%) Games
6 16 (4.09%) Manufacturing
7 14 (3.58%) Pharmaceutical
8 10 (2.56%) Military
9 8 (2.05%) Electronics
9 8 (2.05%) Telecoms
10 6 (1.53%) Investment Banking
11 5 (1.28%) Advertising
11 5 (1.28%) French Language
11 5 (1.28%) German Language
11 5 (1.28%) Law
12 4 (1.02%) Front Office
13 1 (0.26%) Aerospace
13 1 (0.26%) Automotive
13 1 (0.26%) Back Office
Job Titles
1 184 (47.06%) Data Engineer
2 145 (37.08%) Big Data Engineer
3 73 (18.67%) Architect
4 63 (16.11%) Hadoop Engineer
5 60 (15.35%) Data Architect
6 53 (13.55%) Developer
7 37 (9.46%) Big Data Architect
8 34 (8.70%) Senior Data Engineer
9 31 (7.93%) Big Data Developer
10 19 (4.86%) Data Scientist
11 17 (4.35%) Senior Hadoop Engineer
12 16 (4.09%) Hadoop Developer
12 16 (4.09%) Solutions Architect
13 15 (3.84%) Systems Engineer
14 13 (3.32%) Apache Spark Developer
14 13 (3.32%) Software Engineer
15 12 (3.07%) Games Engineer
15 12 (3.07%) Platform Engineer
16 11 (2.81%) Cloud Architect
17 10 (2.56%) Big Data Manager
Libraries, Frameworks & Software Standards
1 163 (41.69%) Kafka
2 68 (17.39%) Spark Streaming
3 40 (10.23%) TensorFlow
4 32 (8.18%) Web Services
5 29 (7.42%) .NET
6 26 (6.65%) MLlib
7 25 (6.39%) JSON
8 24 (6.14%) RabbitMQ
9 23 (5.88%) Keras
10 20 (5.12%) AngularJS
11 18 (4.60%) XML
12 17 (4.35%) JMS
12 17 (4.35%) scikit-learn
12 17 (4.35%) Velocity
13 16 (4.09%) HTML
13 16 (4.09%) Natural Language Processing
14 15 (3.84%) CSS
15 14 (3.58%) Java EE
15 14 (3.58%) MXNet
16 13 (3.32%) RESTful
Miscellaneous
1 58 (14.83%) Analytical Skills
2 38 (9.72%) Computer Science
3 25 (6.39%) Data Structures
4 23 (5.88%) Greenfield Project
5 19 (4.86%) Algorithms
6 18 (4.60%) Fintech
7 15 (3.84%) Life Science
7 15 (3.84%) User Experience
7 15 (3.84%) Virtual Team
8 13 (3.32%) Blog
9 10 (2.56%) Management Information System
10 9 (2.30%) Enterprise Software
11 8 (2.05%) Enterprise Storage
11 8 (2.05%) N-Tier
12 7 (1.79%) Acoustics
12 7 (1.79%) PKI
12 7 (1.79%) Self-Motivation
13 5 (1.28%) Cybercrime
14 3 (0.77%) PMI
15 2 (0.51%) Mainframe
Operating Systems
1 105 (26.85%) Linux
2 61 (15.60%) Unix
3 28 (7.16%) Windows
4 20 (5.12%) Red Hat Enterprise Linux
5 14 (3.58%) Ubuntu
6 13 (3.32%) CentOS
6 13 (3.32%) Fedora
7 5 (1.28%) Solaris
8 2 (0.51%) DC/OS
8 2 (0.51%) Oracle Linux
8 2 (0.51%) SUSE
9 1 (0.26%) AIX
9 1 (0.26%) Windows Server
Processes & Methodologies
1 231 (59.08%) Agile Software Development
2 173 (44.25%) Analytics
3 139 (35.55%) ETL
4 103 (26.34%) Continuous Integration
5 100 (25.58%) Scrum
6 97 (24.81%) Data Modelling
7 96 (24.55%) MapReduce
8 91 (23.27%) Machine Learning
9 87 (22.25%) Data Science
10 80 (20.46%) Software Engineering
11 65 (16.62%) Artificial Intelligence
12 62 (15.86%) Business Intelligence
12 62 (15.86%) Problem-Solving
13 58 (14.83%) Performance Tuning
14 57 (14.58%) Data Analytics
15 54 (13.81%) Data Engineering
16 48 (12.28%) Configuration Management
16 48 (12.28%) TDD
16 48 (12.28%) Visualisation
17 45 (11.51%) Deep Learning
Programming Languages
1 286 (73.15%) Python
2 217 (55.50%) Java
3 167 (42.71%) Scala
4 155 (39.64%) SQL
5 49 (12.53%) Shell Script
6 44 (11.25%) JavaScript
7 43 (11.00%) R
8 36 (9.21%) Bash Shell
9 33 (8.44%) Go
10 32 (8.18%) C
11 30 (7.67%) Perl
12 25 (6.39%) PowerShell
13 16 (4.09%) C#
14 9 (2.30%) Ruby
15 7 (1.79%) MATLAB
15 7 (1.79%) PL/SQL
15 7 (1.79%) T-SQL
16 4 (1.02%) C++
16 4 (1.02%) Java 8
17 2 (0.51%) Groovy
Qualifications
1 45 (11.51%) Degree
2 44 (11.25%) Security Cleared
3 30 (7.67%) DV Cleared
4 9 (2.30%) Computer Science Degree
5 8 (2.05%) CCNA
5 8 (2.05%) Cisco Certification
5 8 (2.05%) CISSP
5 8 (2.05%) CompTIA Security+
5 8 (2.05%) GIAC
5 8 (2.05%) Linux+ Certification
5 8 (2.05%) MCSE
5 8 (2.05%) Microsoft Certification
5 8 (2.05%) Network+ Certification
5 8 (2.05%) SANS
5 8 (2.05%) SSCP
6 6 (1.53%) Numerate Degree
7 3 (0.77%) Master's Degree
7 3 (0.77%) PMI Certification
8 2 (0.51%) PhD
8 2 (0.51%) SC Cleared
Quality Assurance & Compliance
1 20 (5.12%) QA
2 11 (2.81%) Data Quality
3 7 (1.79%) GDPR
4 3 (0.77%) COBIT
4 3 (0.77%) PCI DSS
4 3 (0.77%) SLA
5 1 (0.26%) MiFID
System Software
1 89 (22.76%) Apache Flume
2 57 (14.58%) Docker
3 53 (13.55%) HDFS
4 37 (9.46%) VirtualBox
5 21 (5.37%) VMware Infrastructure
6 15 (3.84%) Xen
7 13 (3.32%) VMware ESXi
8 11 (2.81%) Apache ZooKeeper
9 8 (2.05%) NFS
9 8 (2.05%) Samba
10 6 (1.53%) Hyper-V
10 6 (1.53%) Virtual Machines
11 2 (0.51%) GFS2
11 2 (0.51%) KVM
12 1 (0.26%) Active Directory
12 1 (0.26%) GridGain
Systems Management
1 65 (16.62%) Hadoop YARN
2 58 (14.83%) Oozie
3 52 (13.30%) Kubernetes
4 51 (13.04%) Ansible
5 39 (9.97%) Docker Swarm
6 34 (8.70%) Puppet
7 29 (7.42%) Terraform
8 15 (3.84%) Nagios
9 13 (3.32%) OpenNMS
9 13 (3.32%) vCenter Server
9 13 (3.32%) ZABBIX
10 7 (1.79%) Opscode Chef
11 4 (1.02%) Kibana
11 4 (1.02%) Rundeck
12 3 (0.77%) Mesos
13 2 (0.51%) Prometheus
13 2 (0.51%) Red Hat Spacewalk
14 1 (0.26%) Ambari
14 1 (0.26%) Apache Brooklyn
14 1 (0.26%) Single Sign-On
Vendors
1 176 (45.01%) Hortonworks
2 97 (24.81%) MapR
3 83 (21.23%) Talend
4 75 (19.18%) Google
5 67 (17.14%) Informatica
6 63 (16.11%) Oracle
7 55 (14.07%) Microsoft
8 54 (13.81%) IBM
9 50 (12.79%) Databricks
9 50 (12.79%) Tableau
10 29 (7.42%) SAP
11 22 (5.63%) Vertica
12 21 (5.37%) Greenplum
12 21 (5.37%) Red Hat
12 21 (5.37%) VMware
13 20 (5.12%) HP
13 20 (5.12%) TIBCO
14 17 (4.35%) SnapLogic
15 16 (4.09%) Dataiku
16 13 (3.32%) EXASOL