Period
to 15 July 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 15 July 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
15 Jul 2018
Same period 2017 Same period 2016
Rank 719 943 911
Rank change year-on-year +224 -32 +218
Permanent jobs citing Cloudera 465 227 351
As % of all permanent IT jobs advertised in England 0.28% 0.13% 0.18%
As % of the Vendors category 0.64% 0.30% 0.41%
Number of salaries quoted 288 142 266
England median annual salary £75,000 £70,000 £69,000
Median salary % change year-on-year +7.14% +1.45% +4.15%
10th Percentile £46,250 £37,625 £46,125
90th Percentile £102,500 £102,500 £120,000
UK median annual salary £75,000 £70,000 £65,000
% change year-on-year +7.14% +7.69% -1.89%

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 72,465 74,534 85,938
As % of all permanent IT jobs advertised in England 44.08% 44.32% 44.88%
Number of salaries quoted 56,915 59,398 70,901
England median annual salary £49,000 £47,500 £46,000
Median salary % change year-on-year +3.16% +3.26% +2.22%
10th Percentile £27,000 £26,250 £26,250
90th Percentile £78,750 £75,000 £75,000
UK median annual salary £47,500 £47,500 £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 15 July 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 15 July 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 +146 297 £80,000 - 28
South East +50 83 £67,500 +68.75% 5
North of England +1 29 £67,500 +5.88% 2
Midlands +19 25 £62,500 - 6
North West +7 22 £70,000 +9.80% 2
East of England +2 20 £61,500 +44.71% 2
East Midlands - 15 £100,000 - 4
West Midlands +22 10 £52,500 - 2
South West - 9 £85,000 - 1
Yorkshire - 5 £45,000 -
North East - 2 £67,500 -
Cloudera
UK

For the 6 months to 15 July 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.

1 441 (94.84%) Hadoop
2 394 (84.73%) Big Data
3 329 (70.75%) Apache Spark
4 326 (70.11%) Python
5 253 (54.41%) Java
6 235 (50.54%) Kafka
7 223 (47.96%) Apache Hive
8 222 (47.74%) Agile Software Development
9 213 (45.81%) Analytics
10 200 (43.01%) Scala
11 185 (39.78%) SQL
12 179 (38.49%) Hortonworks
13 178 (38.28%) Impala
14 167 (35.91%) ETL
15 157 (33.76%) Amazon AWS
16 147 (31.61%) NoSQL
17 132 (28.39%) Apache Flume
18 131 (28.17%) HBase
19 129 (27.74%) Continuous Integration
20 126 (27.10%) Talend
20 126 (27.10%) Jenkins
21 124 (26.67%) Linux
22 120 (25.81%) Machine Learning
23 116 (24.95%) Apache Cassandra
24 112 (24.09%) Data Modelling
25 100 (21.51%) Data Warehouse
25 100 (21.51%) Software Engineering
26 99 (21.29%) Microsoft Azure
27 98 (21.08%) Data Science
28 92 (19.78%) MapReduce

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
1 329 (70.75%) Apache Spark
2 83 (17.85%) Apache
3 51 (10.97%) Elasticsearch
4 48 (10.32%) Apache Solr
5 41 (8.82%) Apache Pig
6 32 (6.88%) SAS
7 8 (1.72%) Confluence
8 7 (1.51%) Tomcat
9 4 (0.86%) Jupyter
10 3 (0.65%) Ethereum
10 3 (0.65%) Hyperledger
11 2 (0.43%) Oracle Coherence
12 1 (0.22%) nginx
Applications
1 5 (1.08%) MS Visio
2 3 (0.65%) Chatbot
2 3 (0.65%) Microsoft Excel
3 1 (0.22%) SPSS
Business Applications
1 3 (0.65%) Distributed Ledger
1 3 (0.65%) Dynamics AX
1 3 (0.65%) Dynamics CRM
1 3 (0.65%) Dynamics NAV
Cloud Services
1 157 (33.76%) Amazon AWS
2 99 (21.29%) Microsoft Azure
3 74 (15.91%) Google Cloud Platform
4 31 (6.67%) IBM Cloud
5 30 (6.45%) Amazon EMR
6 18 (3.87%) AWS Lambda
7 17 (3.66%) Serverless
8 15 (3.23%) Amazon S3
9 14 (3.01%) GitHub
10 7 (1.51%) Amazon SageMaker
11 4 (0.86%) Amazon Kinesis
12 3 (0.65%) PaaS
13 2 (0.43%) Cloud Computing
13 2 (0.43%) SaaS
14 1 (0.22%) Amazon EC2
14 1 (0.22%) Amazon SQS
14 1 (0.22%) Azure Machine Learning
14 1 (0.22%) CloudBees
14 1 (0.22%) CloudFront
14 1 (0.22%) IaaS
Communications & Networking
1 5 (1.08%) Internet
2 3 (0.65%) Broadband
2 3 (0.65%) Kerberos
3 1 (0.22%) 5G
3 1 (0.22%) DSL
3 1 (0.22%) Firewall
3 1 (0.22%) Network Security
3 1 (0.22%) Reverse Proxy
Database & Business Intelligence
1 441 (94.84%) Hadoop
2 394 (84.73%) Big Data
3 223 (47.96%) Apache Hive
4 178 (38.28%) Impala
5 147 (31.61%) NoSQL
6 131 (28.17%) HBase
7 116 (24.95%) Apache Cassandra
8 100 (21.51%) Data Warehouse
9 88 (18.92%) Sqoop
10 74 (15.91%) MongoDB
11 61 (13.12%) Data Lake
12 60 (12.90%) SQL Server
13 54 (11.61%) PostgreSQL
14 45 (9.68%) Amazon Redshift
15 44 (9.46%) Flink
16 40 (8.60%) Neo4j
17 34 (7.31%) Oracle ODI
18 31 (6.67%) Pentaho
18 31 (6.67%) Relational Database
19 30 (6.45%) SQL Server Integration Services
Development Applications
1 126 (27.10%) Jenkins
2 80 (17.20%) Git (software)
3 48 (10.32%) TeamCity
4 34 (7.31%) JIRA
5 30 (6.45%) JUnit
6 26 (5.59%) Atlassian Bamboo
7 23 (4.95%) Vagrant
8 13 (2.80%) GitLab
9 11 (2.37%) Maven
10 9 (1.94%) CA Release Automation
10 9 (1.94%) Gradle
11 8 (1.72%) ERwin
11 8 (1.72%) Sonatype Nexus
12 7 (1.51%) Bitbucket
12 7 (1.51%) Cucumber
12 7 (1.51%) Selenium
13 6 (1.29%) CircleCI
13 6 (1.29%) Visual Studio
14 5 (1.08%) Ant
14 5 (1.08%) IntelliJ
General
1 53 (11.40%) Finance
2 33 (7.10%) Marketing
3 28 (6.02%) Banking
3 28 (6.02%) Retail
4 22 (4.73%) Games
5 15 (3.23%) Manufacturing
6 10 (2.15%) Military
7 9 (1.94%) Investment Banking
8 7 (1.51%) Pharmaceutical
9 6 (1.29%) Law
9 6 (1.29%) Telecoms
10 5 (1.08%) Advertising
10 5 (1.08%) Electronics
10 5 (1.08%) Front Office
11 2 (0.43%) Financial Institution
12 1 (0.22%) Automotive
Job Titles
1 216 (46.45%) Data Engineer
2 156 (33.55%) Big Data Engineer
3 87 (18.71%) Architect
4 86 (18.49%) Hadoop Engineer
5 73 (15.70%) Data Architect
6 66 (14.19%) Developer
7 51 (10.97%) Big Data Architect
8 45 (9.68%) Big Data Developer
9 42 (9.03%) Senior Data Engineer
10 32 (6.88%) Data Scientist
11 28 (6.02%) Senior Hadoop Engineer
11 28 (6.02%) Software Engineer
12 18 (3.87%) Java Engineer
13 17 (3.66%) AWS DevOps
13 17 (3.66%) Solutions Architect
14 16 (3.44%) Hadoop Developer
15 15 (3.23%) Big Data Software Engineer
15 15 (3.23%) Enterprise Data Architect
16 14 (3.01%) Enterprise Architect
16 14 (3.01%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 235 (50.54%) Kafka
2 59 (12.69%) RabbitMQ
3 58 (12.47%) TensorFlow
4 57 (12.26%) Spark Streaming
5 43 (9.25%) MLlib
6 41 (8.82%) Keras
7 34 (7.31%) JMS
8 30 (6.45%) HornetQ
8 30 (6.45%) Velocity
9 28 (6.02%) JSON
10 24 (5.16%) Natural Language Processing
11 22 (4.73%) Web Services
12 19 (4.09%) AngularJS
12 19 (4.09%) Java EE
12 19 (4.09%) Spring
13 18 (3.87%) XML
14 16 (3.44%) CSS
14 16 (3.44%) HTML
14 16 (3.44%) Middleware
15 13 (2.80%) Twitter Bootstrap
Miscellaneous
1 61 (13.12%) Analytical Skills
2 49 (10.54%) Computer Science
3 30 (6.45%) Greenfield Project
4 27 (5.81%) User Experience
5 19 (4.09%) Enterprise Software
6 16 (3.44%) Algorithms
7 15 (3.23%) Management Information System
8 13 (2.80%) Public Cloud
9 12 (2.58%) Self-Motivation
10 11 (2.37%) Blog
10 11 (2.37%) Data Structures
10 11 (2.37%) PKI
11 10 (2.15%) Fintech
12 9 (1.94%) Clustering
13 8 (1.72%) Life Science
13 8 (1.72%) N-Tier
14 7 (1.51%) Virtual Team
15 5 (1.08%) Cyber Defence
16 4 (0.86%) NHS
17 3 (0.65%) Social Media
Operating Systems
1 124 (26.67%) Linux
2 48 (10.32%) Unix
3 17 (3.66%) Windows
4 14 (3.01%) CentOS
5 6 (1.29%) Red Hat Enterprise Linux
5 6 (1.29%) Ubuntu
6 4 (0.86%) Fedora
7 2 (0.43%) Windows Server
8 1 (0.22%) Mac OS X
8 1 (0.22%) Oracle Linux
8 1 (0.22%) SUSE
8 1 (0.22%) Windows Server 2008
Processes & Methodologies
1 222 (47.74%) Agile Software Development
2 213 (45.81%) Analytics
3 167 (35.91%) ETL
4 129 (27.74%) Continuous Integration
5 120 (25.81%) Machine Learning
6 112 (24.09%) Data Modelling
7 100 (21.51%) Software Engineering
8 98 (21.08%) Data Science
9 92 (19.78%) MapReduce
10 80 (17.20%) Scrum
11 76 (16.34%) Problem-Solving
12 71 (15.27%) Data Engineering
12 71 (15.27%) DevOps
13 69 (14.84%) Visualisation
14 66 (14.19%) Business Intelligence
15 60 (12.90%) Data Analytics
16 55 (11.83%) Deep Learning
17 53 (11.40%) Configuration Management
17 53 (11.40%) Performance Tuning
18 48 (10.32%) TDD
Programming Languages
1 326 (70.11%) Python
2 253 (54.41%) Java
3 200 (43.01%) Scala
4 185 (39.78%) SQL
5 85 (18.28%) Shell Script
6 74 (15.91%) R
7 60 (12.90%) Go
8 44 (9.46%) JavaScript
9 43 (9.25%) Perl
10 32 (6.88%) C
11 26 (5.59%) Bash Shell
12 18 (3.87%) C#
13 13 (2.80%) PL/SQL
14 12 (2.58%) MATLAB
15 10 (2.15%) Ruby
16 9 (1.94%) PowerShell
17 8 (1.72%) Java 8
18 6 (1.29%) T-SQL
19 5 (1.08%) C++
20 4 (0.86%) VBA
Qualifications
1 52 (11.18%) Degree
2 42 (9.03%) Security Cleared
3 22 (4.73%) Computer Science Degree
4 21 (4.52%) DV Cleared
5 11 (2.37%) Numerate Degree
6 9 (1.94%) Master's Degree
6 9 (1.94%) PhD
7 3 (0.65%) CCNA
7 3 (0.65%) Cisco Certification
7 3 (0.65%) CISSP
7 3 (0.65%) CompTIA Security+
7 3 (0.65%) GIAC
7 3 (0.65%) Linux+ Certification
7 3 (0.65%) MCSE
7 3 (0.65%) Microsoft Certification
7 3 (0.65%) Network+ Certification
7 3 (0.65%) SANS
7 3 (0.65%) SC Cleared
7 3 (0.65%) SSCP
8 2 (0.43%) EMC Certification
Quality Assurance & Compliance
1 18 (3.87%) GCP
2 9 (1.94%) Data Quality
3 7 (1.51%) QA
4 2 (0.43%) GDPR
System Software
1 132 (28.39%) Apache Flume
2 80 (17.20%) HDFS
3 55 (11.83%) Docker
4 26 (5.59%) VirtualBox
5 19 (4.09%) Apache ZooKeeper
6 18 (3.87%) VMware Infrastructure
7 10 (2.15%) Hyper-V
8 8 (1.72%) Xen
9 7 (1.51%) Virtual Machines
10 5 (1.08%) Active Directory
10 5 (1.08%) KVM
11 3 (0.65%) NFS
11 3 (0.65%) Samba
11 3 (0.65%) VMware ESXi
12 1 (0.22%) Cronacle
12 1 (0.22%) GFS2
12 1 (0.22%) GridGain
Systems Management
1 81 (17.42%) Hadoop YARN
2 60 (12.90%) Ansible
3 43 (9.25%) Oozie
4 40 (8.60%) Kubernetes
5 37 (7.96%) Puppet
6 33 (7.10%) Docker Swarm
7 32 (6.88%) Terraform
8 18 (3.87%) Opscode Chef
9 7 (1.51%) Mesos
10 5 (1.08%) Kibana
10 5 (1.08%) Red Hat Spacewalk
10 5 (1.08%) Single Sign-On
11 3 (0.65%) Nagios
11 3 (0.65%) OpenNMS
11 3 (0.65%) vCenter Server
11 3 (0.65%) ZABBIX
12 2 (0.43%) Ambari
12 2 (0.43%) Oracle RMAN
12 2 (0.43%) Prometheus
13 1 (0.22%) logstash
Vendors
1 179 (38.49%) Hortonworks
2 126 (27.10%) Talend
3 89 (19.14%) Informatica
3 89 (19.14%) Oracle
4 74 (15.91%) MapR
5 72 (15.48%) Google
6 60 (12.90%) IBM
7 56 (12.04%) Tableau
8 47 (10.11%) Microsoft
9 30 (6.45%) EXASOL
9 30 (6.45%) SnapLogic
10 22 (4.73%) Greenplum
11 20 (4.30%) SAP
12 18 (3.87%) VMware
13 17 (3.66%) Vertica
14 16 (3.44%) Databricks
14 16 (3.44%) Dataiku
15 14 (3.01%) HP
15 14 (3.01%) TIBCO
16 13 (2.80%) MicroStrategy