Period
to 26 April 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 26 April 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
26 Apr 2018
Same period 2017 Same period 2016
Rank 748 991 977
Rank change year-on-year +243 -14 +174
Permanent jobs citing Cloudera 436 159 297
As % of all permanent IT jobs advertised in England 0.26% 0.099% 0.15%
As % of the Vendors category 0.59% 0.23% 0.34%
Number of salaries quoted 313 120 222
England median annual salary £75,000 £73,750 £70,000
Median salary % change year-on-year +1.69% +5.36% +7.69%
10th Percentile £46,650 £47,500 £45,000
90th Percentile £107,500 £98,000 £120,000
UK median annual salary £75,000 £75,000 £65,000
% change year-on-year - +15.38% -

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 74,145 70,258 87,629
As % of all permanent IT jobs advertised in England 44.80% 43.88% 45.52%
Number of salaries quoted 58,893 57,051 72,496
England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £27,000 £26,250 £26,250
90th Percentile £77,500 £75,000 £73,750
UK median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 26 April 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 26 April 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 +153 302 £80,000 +4.75% 28
South East +50 65 £70,000 +3.70% 7
North of England +18 25 £57,500 -4.17% 1
East of England 0 21 £68,250 +60.59% 1
North West -10 18 £58,750 -2.08% 1
Midlands -6 15 £65,000 +13.04% 4
East Midlands - 9 £85,000 -
South West +1 8 £86,250 +77.84% 1
West Midlands -8 6 £63,750 +10.87% 4
Yorkshire - 5 £45,000 -
North East - 2 £67,500 -
Cloudera
UK

For the 6 months to 26 April 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.

1 408 (93.58%) Hadoop
2 365 (83.72%) Big Data
3 305 (69.95%) Apache Spark
4 277 (63.53%) Python
5 210 (48.17%) Kafka
6 203 (46.56%) Java
7 197 (45.18%) Apache Hive
8 186 (42.66%) Analytics
9 177 (40.60%) Scala
9 177 (40.60%) Agile Software Development
10 158 (36.24%) Hortonworks
11 149 (34.17%) Impala
12 148 (33.94%) HBase
13 147 (33.72%) ETL
14 146 (33.49%) SQL
14 146 (33.49%) Amazon AWS
15 143 (32.80%) NoSQL
16 140 (32.11%) Apache Cassandra
17 120 (27.52%) Apache Flume
18 115 (26.38%) Linux
19 112 (25.69%) Machine Learning
20 110 (25.23%) Data Science
21 94 (21.56%) Data Warehouse
22 92 (21.10%) Talend
23 90 (20.64%) MongoDB
24 87 (19.95%) Data Modelling
24 87 (19.95%) Software Engineering
25 82 (18.81%) MapReduce
26 81 (18.58%) Microsoft Azure
26 81 (18.58%) Jenkins

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
1 305 (69.95%) Apache Spark
2 61 (13.99%) Apache
3 57 (13.07%) Apache Solr
4 54 (12.39%) Elasticsearch
5 42 (9.63%) SAS
6 37 (8.49%) Apache Pig
7 8 (1.83%) Apache Airflow
8 6 (1.38%) Confluence
9 5 (1.15%) Tomcat
10 3 (0.69%) Ethereum
10 3 (0.69%) Hyperledger
10 3 (0.69%) Jupyter
11 2 (0.46%) nginx
Applications
1 9 (2.06%) SPSS
2 4 (0.92%) MS Visio
3 1 (0.23%) HipChat
Business Applications
1 3 (0.69%) Distributed Ledger
2 1 (0.23%) WebTrends
Cloud Services
1 146 (33.49%) Amazon AWS
2 81 (18.58%) Microsoft Azure
3 68 (15.60%) Google Cloud Platform
4 25 (5.73%) Amazon EMR
5 21 (4.82%) Amazon S3
6 16 (3.67%) IBM Cloud
7 15 (3.44%) Amazon Kinesis
8 14 (3.21%) AWS Lambda
8 14 (3.21%) GitHub
9 13 (2.98%) Serverless
10 6 (1.38%) Amazon EC2
11 5 (1.15%) Amazon SQS
11 5 (1.15%) Bluemix
12 4 (0.92%) Amazon SageMaker
13 3 (0.69%) Cloud Computing
13 3 (0.69%) PaaS
14 2 (0.46%) SaaS
15 1 (0.23%) Adobe Analytics
15 1 (0.23%) CloudFront
15 1 (0.23%) IaaS
Communications & Networking
1 8 (1.83%) Kerberos
2 4 (0.92%) Internet
3 2 (0.46%) Network Security
4 1 (0.23%) Firewall
4 1 (0.23%) SSL
Database & Business Intelligence
1 408 (93.58%) Hadoop
2 365 (83.72%) Big Data
3 197 (45.18%) Apache Hive
4 149 (34.17%) Impala
5 148 (33.94%) HBase
6 143 (32.80%) NoSQL
7 140 (32.11%) Apache Cassandra
8 94 (21.56%) Data Warehouse
9 90 (20.64%) MongoDB
10 72 (16.51%) Sqoop
11 50 (11.47%) SQL Server
12 48 (11.01%) Data Lake
13 45 (10.32%) Flink
14 44 (10.09%) PostgreSQL
15 36 (8.26%) MySQL
16 35 (8.03%) Amazon Redshift
17 33 (7.57%) Relational Database
18 32 (7.34%) Pentaho
19 30 (6.88%) Neo4j
20 26 (5.96%) Spotfire
Development Applications
1 81 (18.58%) Jenkins
2 54 (12.39%) Git (software)
3 31 (7.11%) TeamCity
4 29 (6.65%) JIRA
5 17 (3.90%) JUnit
6 15 (3.44%) Atlassian Bamboo
7 13 (2.98%) Maven
7 13 (2.98%) Vagrant
8 10 (2.29%) GitLab
9 9 (2.06%) Gradle
9 9 (2.06%) Sonatype Nexus
10 7 (1.61%) CA Release Automation
11 6 (1.38%) Cucumber
11 6 (1.38%) ERwin
12 4 (0.92%) Ant
12 4 (0.92%) IntelliJ
12 4 (0.92%) Selenium
12 4 (0.92%) Visual Studio
13 1 (0.23%) MSI
13 1 (0.23%) Subversion
General
1 68 (15.60%) Finance
2 28 (6.42%) Marketing
3 22 (5.05%) Retail
4 21 (4.82%) Telecoms
5 18 (4.13%) Banking
6 16 (3.67%) Manufacturing
7 12 (2.75%) Games
8 9 (2.06%) Investment Banking
9 8 (1.83%) Electronics
10 7 (1.61%) Law
11 5 (1.15%) Advertising
11 5 (1.15%) Military
12 2 (0.46%) Financial Institution
12 2 (0.46%) Pharmaceutical
13 1 (0.23%) Automotive
13 1 (0.23%) Front Office
Job Titles
1 204 (46.79%) Data Engineer
2 143 (32.80%) Big Data Engineer
3 80 (18.35%) Architect
4 70 (16.06%) Data Architect
5 66 (15.14%) Hadoop Engineer
6 55 (12.61%) Big Data Architect
7 41 (9.40%) Developer
8 36 (8.26%) Data Scientist
9 29 (6.65%) Big Data Developer
9 29 (6.65%) Java Engineer
9 29 (6.65%) Senior Data Engineer
10 28 (6.42%) Software Engineer
11 21 (4.82%) Enterprise Architect
12 17 (3.90%) Python Engineer
13 16 (3.67%) Enterprise Data Architect
14 15 (3.44%) Big Data Software Engineer
14 15 (3.44%) Senior Hadoop Engineer
15 14 (3.21%) Hadoop Architect
16 11 (2.52%) AWS DevOps
16 11 (2.52%) Solutions Architect
Libraries, Frameworks & Software Standards
1 210 (48.17%) Kafka
2 53 (12.16%) Spark Streaming
3 48 (11.01%) RabbitMQ
4 37 (8.49%) TensorFlow
5 26 (5.96%) MLlib
6 25 (5.73%) Keras
7 23 (5.28%) Web Services
8 22 (5.05%) Natural Language Processing
9 19 (4.36%) CSS
9 19 (4.36%) XML
10 18 (4.13%) AngularJS
10 18 (4.13%) HornetQ
10 18 (4.13%) JMS
10 18 (4.13%) JSON
10 18 (4.13%) Velocity
11 15 (3.44%) HTML
12 14 (3.21%) Akka
13 13 (2.98%) Spring
14 11 (2.52%) ActiveMQ
14 11 (2.52%) Middleware
Miscellaneous
1 65 (14.91%) Analytical Skills
2 45 (10.32%) Computer Science
3 23 (5.28%) User Experience
4 22 (5.05%) Algorithms
4 22 (5.05%) Enterprise Software
5 17 (3.90%) Greenfield Project
6 11 (2.52%) Public Cloud
7 10 (2.29%) Management Information System
8 8 (1.83%) Clustering
8 8 (1.83%) Self-Motivation
9 5 (1.15%) Data Structures
9 5 (1.15%) PKI
10 4 (0.92%) Blog
10 4 (0.92%) Cyber Defence
10 4 (0.92%) Fintech
10 4 (0.92%) NHS
11 3 (0.69%) Analytical Mindset
11 3 (0.69%) Bitcoin
12 2 (0.46%) Social Media
12 2 (0.46%) Social Network
Operating Systems
1 115 (26.38%) Linux
2 52 (11.93%) Unix
3 12 (2.75%) Windows
4 11 (2.52%) CentOS
5 4 (0.92%) Ubuntu
6 3 (0.69%) Mac OS X
6 3 (0.69%) Red Hat Enterprise Linux
7 1 (0.23%) Fedora
7 1 (0.23%) Mesosphere
7 1 (0.23%) Windows Server
7 1 (0.23%) Windows Server 2008
Processes & Methodologies
1 186 (42.66%) Analytics
2 177 (40.60%) Agile Software Development
3 147 (33.72%) ETL
4 112 (25.69%) Machine Learning
5 110 (25.23%) Data Science
6 87 (19.95%) Data Modelling
6 87 (19.95%) Software Engineering
7 82 (18.81%) MapReduce
8 74 (16.97%) Continuous Integration
9 63 (14.45%) DevOps
9 63 (14.45%) Visualisation
10 62 (14.22%) Business Intelligence
11 61 (13.99%) Problem-Solving
11 61 (13.99%) Scrum
12 55 (12.61%) Data Analytics
13 54 (12.39%) Data Engineering
14 44 (10.09%) Configuration Management
15 39 (8.94%) Open Source
16 38 (8.72%) TDD
17 35 (8.03%) Performance Tuning
Programming Languages
1 277 (63.53%) Python
2 203 (46.56%) Java
3 177 (40.60%) Scala
4 146 (33.49%) SQL
5 73 (16.74%) R
6 59 (13.53%) Shell Script
7 36 (8.26%) Go
8 33 (7.57%) JavaScript
9 26 (5.96%) Bash Shell
10 24 (5.50%) Perl
11 20 (4.59%) C
12 17 (3.90%) C#
13 13 (2.98%) MATLAB
14 8 (1.83%) PL/SQL
14 8 (1.83%) Ruby
15 7 (1.61%) C++
16 5 (1.15%) Java 8
17 4 (0.92%) VBA
18 3 (0.69%) PowerShell
18 3 (0.69%) TypeScript
Qualifications
1 35 (8.03%) Degree
2 28 (6.42%) Security Cleared
3 19 (4.36%) Computer Science Degree
4 13 (2.98%) DV Cleared
4 13 (2.98%) PhD
5 11 (2.52%) Master's Degree
6 6 (1.38%) Numerate Degree
7 3 (0.69%) ISEB
7 3 (0.69%) TOGAF Certification
8 2 (0.46%) EMC Certification
8 2 (0.46%) SC Cleared
9 1 (0.23%) Sun Certification
Quality Assurance & Compliance
1 19 (4.36%) GCP
2 17 (3.90%) Data Quality
3 7 (1.61%) QA
4 3 (0.69%) Sarbanes-Oxley
4 3 (0.69%) Solvency II
5 1 (0.23%) GDPR
System Software
1 120 (27.52%) Apache Flume
2 70 (16.06%) HDFS
3 54 (12.39%) Docker
4 16 (3.67%) Apache ZooKeeper
5 12 (2.75%) VirtualBox
6 8 (1.83%) VMware Infrastructure
7 5 (1.15%) Active Directory
7 5 (1.15%) Hyper-V
7 5 (1.15%) Virtual Machines
8 3 (0.69%) KVM
8 3 (0.69%) Xen
9 1 (0.23%) Cronacle
9 1 (0.23%) MapR-FS
Systems Management
1 70 (16.06%) Hadoop YARN
2 45 (10.32%) Ansible
2 45 (10.32%) Oozie
3 32 (7.34%) Puppet
4 25 (5.73%) Kubernetes
5 23 (5.28%) Terraform
6 19 (4.36%) Docker Swarm
6 19 (4.36%) Opscode Chef
7 7 (1.61%) Mesos
8 5 (1.15%) Kibana
9 4 (0.92%) Single Sign-On
10 3 (0.69%) Ambari
10 3 (0.69%) Red Hat Spacewalk
11 2 (0.46%) Oracle RMAN
12 1 (0.23%) Control-M
12 1 (0.23%) HP ALM
12 1 (0.23%) logstash
12 1 (0.23%) McAfee ePO
12 1 (0.23%) Salt
12 1 (0.23%) yum
Vendors
1 158 (36.24%) Hortonworks
2 92 (21.10%) Talend
3 75 (17.20%) Informatica
4 73 (16.74%) MapR
5 72 (16.51%) Oracle
6 63 (14.45%) Tableau
7 62 (14.22%) Google
8 43 (9.86%) IBM
9 33 (7.57%) Microsoft
10 30 (6.88%) Teradata
11 25 (5.73%) SAP
12 23 (5.28%) Greenplum
13 18 (4.13%) EXASOL
13 18 (4.13%) SnapLogic
14 14 (3.21%) Netezza
14 14 (3.21%) Splunk
15 13 (2.98%) Dataiku
15 13 (2.98%) Vertica
16 12 (2.75%) Cognizant
16 12 (2.75%) HP