Period
to 17 November 2017

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 17 November 2017 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
17 Nov 2017
Same period 2016 Same period 2015
Rank 905 964 1106
Rank change year-on-year +59 +142 +148
Permanent jobs citing Cloudera 300 261 186
As % of all permanent IT jobs advertised in the UK 0.17% 0.14% 0.085%
As % of the Vendors category 0.37% 0.31% 0.19%
Number of salaries quoted 222 213 149
UK median annual salary £65,000 £67,500 £65,000
Median salary % change year-on-year -3.70% +3.85% -
10th Percentile £38,875 £43,950 £45,000
90th Percentile £106,000 £92,500 £120,500
UK excluding London median annual salary £52,000 £60,000 £57,500
% change year-on-year -13.33% +4.35% -28.13%

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 80222 83400 100341
As % of all permanent IT jobs advertised in the UK 44.53% 43.86% 45.75%
Number of salaries quoted 62076 67337 81724
UK median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,750
% change year-on-year - +4.29% +1.88%

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 17 November 2017.

Salary histogram for Cloudera in the UK

Cloudera
Top 13 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 17 November 2017. 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 +107 290 £65,000 -3.70% 19
London +51 187 £72,500 -3.33% 11
UK excluding London +31 101 £52,000 -13.33% 9
South East +33 29 £51,250 -24.07% 1
East of England +29 28 £45,000 -43.75% 1
North West +9 26 £65,000 -3.70%
North of England -3 26 £65,000 +8.33% 3
South West +7 7 £42,000 -13.40% 1
Midlands +43 6 £42,500 -35.85% 2
Wales +19 4 £34,125 -57.34%
East Midlands - 4 £42,500 -
Scotland -13 3 £105,500 +163.75% 1
West Midlands +8 2 £42,250 -36.23% 2

For the 6 months to 17 November 2017, IT jobs citing Cloudera also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Cloudera.

1 250 (83.33%) Hadoop
2 245 (81.67%) Big Data
3 153 (51.00%) Apache Spark
4 133 (44.33%) Python
5 124 (41.33%) Agile Software Development
6 119 (39.67%) Java
7 103 (34.33%) Analytics
8 99 (33.00%) Apache Hive
9 94 (31.33%) Hortonworks
10 93 (31.00%) SQL
11 87 (29.00%) NoSQL
12 76 (25.33%) ETL
13 72 (24.00%) HBase
13 72 (24.00%) Scala
14 71 (23.67%) Kafka
15 66 (22.00%) Linux
16 62 (20.67%) Oracle
16 62 (20.67%) Analytical Skills
17 61 (20.33%) Tableau
18 60 (20.00%) MapReduce
19 59 (19.67%) Business Intelligence
20 53 (17.67%) SAS
20 53 (17.67%) Apache Cassandra
20 53 (17.67%) MapR
21 52 (17.33%) Amazon AWS
22 51 (17.00%) Impala
23 48 (16.00%) Apache Flume
24 47 (15.67%) Data Analytics
24 47 (15.67%) Data Management
25 46 (15.33%) MongoDB

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
1 153 (51.00%) Apache Spark
2 53 (17.67%) SAS
3 37 (12.33%) Apache
4 29 (9.67%) Apache Pig
5 25 (8.33%) Apache Solr
6 20 (6.67%) Elasticsearch
7 16 (5.33%) Apache Airflow
8 6 (2.00%) Tomcat
8 6 (2.00%) WebLogic
9 5 (1.67%) Cloud Foundry
10 4 (1.33%) Confluence
11 2 (0.67%) Oracle SOA Suite
12 1 (0.33%) OpenStack
12 1 (0.33%) SharePoint
Applications
1 24 (8.00%) SPSS
2 3 (1.00%) Microsoft Excel
Cloud Services
1 52 (17.33%) Amazon AWS
2 17 (5.67%) Microsoft Azure
3 16 (5.33%) Amazon EMR
4 15 (5.00%) Amazon Kinesis
5 13 (4.33%) Google Cloud Platform
6 10 (3.33%) IaaS
7 8 (2.67%) PaaS
8 6 (2.00%) Amazon S3
8 6 (2.00%) SaaS
9 3 (1.00%) Basecamp
9 3 (1.00%) Office 365
9 3 (1.00%) Trello
10 2 (0.67%) Cloud Computing
11 1 (0.33%) Amazon EC2
11 1 (0.33%) Amazon SQS
11 1 (0.33%) AWS Lambda
11 1 (0.33%) CloudBees
11 1 (0.33%) G Suite
11 1 (0.33%) GitHub
11 1 (0.33%) OpenShift
Communications & Networking
1 15 (5.00%) Kerberos
2 14 (4.67%) Firewall
2 14 (4.67%) SAN
3 8 (2.67%) LDAP
3 8 (2.67%) Network Security
4 7 (2.33%) DNS
5 6 (2.00%) TCP/IP
6 5 (1.67%) NAS
7 1 (0.33%) DHCP
7 1 (0.33%) LAN
7 1 (0.33%) VLAN
Database & Business Intelligence
1 250 (83.33%) Hadoop
2 245 (81.67%) Big Data
3 99 (33.00%) Apache Hive
4 87 (29.00%) NoSQL
5 72 (24.00%) HBase
6 53 (17.67%) Apache Cassandra
7 51 (17.00%) Impala
8 46 (15.33%) MongoDB
9 44 (14.67%) Relational Database
10 42 (14.00%) Data Warehouse
11 38 (12.67%) Sqoop
12 36 (12.00%) SQL Server
13 26 (8.67%) Spotfire
14 20 (6.67%) Pentaho
15 19 (6.33%) QlikView
16 17 (5.67%) Power BI
16 17 (5.67%) RDBMS
17 16 (5.33%) Amazon Redshift
17 16 (5.33%) SQL Server Integration Services
18 15 (5.00%) Neo4j
Development Applications
1 23 (7.67%) Talend Open Studio
2 22 (7.33%) Git (software)
3 20 (6.67%) Jenkins
4 17 (5.67%) Maven
5 9 (3.00%) JIRA
6 7 (2.33%) Sonatype Nexus
7 6 (2.00%) Eclipse
8 5 (1.67%) Vagrant
9 4 (1.33%) Artifactory
10 3 (1.00%) GitLab
10 3 (1.00%) Team Foundation Server
11 1 (0.33%) Atlassian Bamboo
11 1 (0.33%) Cucumber
11 1 (0.33%) Selenium
11 1 (0.33%) SonarQube
11 1 (0.33%) SQL Server Management Studio (SSMS)
11 1 (0.33%) Subversion
General
1 43 (14.33%) Finance
2 22 (7.33%) Retail
3 19 (6.33%) Legal
4 17 (5.67%) Banking
5 11 (3.67%) Telecoms
6 9 (3.00%) Aerospace
7 5 (1.67%) Advertising
7 5 (1.67%) Electronics
7 5 (1.67%) Marketing
8 4 (1.33%) Investment Banking
8 4 (1.33%) Manufacturing
9 1 (0.33%) Publishing
Job Titles
1 71 (23.67%) Data Engineer
2 61 (20.33%) Big Data Engineer
3 47 (15.67%) Architect
4 43 (14.33%) Data Architect
5 40 (13.33%) Developer
6 36 (12.00%) Hadoop Engineer
7 32 (10.67%) Big Data Architect
8 25 (8.33%) Data Manager
9 22 (7.33%) Data Scientist
10 21 (7.00%) Analyst
11 19 (6.33%) Java Engineer
12 18 (6.00%) Analytics Manager
12 18 (6.00%) Consultant
12 18 (6.00%) Data Analyst
13 17 (5.67%) Data Analytics Manager
14 16 (5.33%) Solutions Architect
15 14 (4.67%) Big Data Developer
16 13 (4.33%) Data Consultant
16 13 (4.33%) Software Engineer
17 11 (3.67%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 71 (23.67%) Kafka
2 21 (7.00%) Spring
3 16 (5.33%) AngularJS
3 16 (5.33%) Java EE
4 15 (5.00%) Web Services
5 14 (4.67%) Spring MVC
6 13 (4.33%) Spark Streaming
6 13 (4.33%) XML
7 12 (4.00%) Natural Language Processing
8 10 (3.33%) CSS
8 10 (3.33%) D3.js
8 10 (3.33%) HTML
9 8 (2.67%) Apache Camel
9 8 (2.67%) Apache Wicket
9 8 (2.67%) GWT
9 8 (2.67%) Hibernate
9 8 (2.67%) J2EE
9 8 (2.67%) JSF
9 8 (2.67%) Node.js
9 8 (2.67%) TensorFlow
Miscellaneous
1 62 (20.67%) Analytical Skills
2 15 (5.00%) Computer Science
3 11 (3.67%) Social Network
4 7 (2.33%) Foreign Exchange (FX)
4 7 (2.33%) Greenfield Project
4 7 (2.33%) User Experience
5 6 (2.00%) Algorithms
5 6 (2.00%) Data Structures
6 4 (1.33%) Digital Media
7 3 (1.00%) Credit Risk
7 3 (1.00%) Cyberthreat
7 3 (1.00%) Data Centre
7 3 (1.00%) Management Information System
7 3 (1.00%) Market Risk
8 2 (0.67%) Linux Command Line
8 2 (0.67%) Virtual Team
9 1 (0.33%) Blog
9 1 (0.33%) PKI
9 1 (0.33%) Replication
9 1 (0.33%) Robotics
Operating Systems
1 66 (22.00%) Linux
2 30 (10.00%) Windows
3 29 (9.67%) Unix
4 8 (2.67%) Windows Server
5 3 (1.00%) Mac OS X
5 3 (1.00%) Red Hat Enterprise Linux
5 3 (1.00%) Ubuntu
6 2 (0.67%) Windows Server 2008
6 2 (0.67%) Windows Server 2012
7 1 (0.33%) AIX
7 1 (0.33%) Mesosphere
Processes & Methodologies
1 124 (41.33%) Agile Software Development
2 103 (34.33%) Analytics
3 76 (25.33%) ETL
4 60 (20.00%) MapReduce
5 59 (19.67%) Business Intelligence
6 47 (15.67%) Data Analytics
6 47 (15.67%) Data Management
7 46 (15.33%) Visualisation
8 44 (14.67%) Machine Learning
9 40 (13.33%) Data Integration
9 40 (13.33%) Software Engineering
10 36 (12.00%) Data Governance
11 34 (11.33%) TDD
12 33 (11.00%) Continuous Integration
13 29 (9.67%) Open Source
14 28 (9.33%) Data Analysis
15 26 (8.67%) Data Architecture
16 25 (8.33%) Scrum
17 24 (8.00%) Business Development
17 24 (8.00%) Predictive Analytics
Programming Languages
1 133 (44.33%) Python
2 119 (39.67%) Java
3 93 (31.00%) SQL
4 72 (24.00%) Scala
5 40 (13.33%) R
6 20 (6.67%) JavaScript
7 19 (6.33%) C
8 17 (5.67%) Shell Script
9 11 (3.67%) Bash Shell
10 10 (3.33%) C++
11 6 (2.00%) HiveQL
11 6 (2.00%) Ruby
12 5 (1.67%) PowerShell
13 4 (1.33%) C#
13 4 (1.33%) PHP
14 2 (0.67%) Lua
14 2 (0.67%) T-SQL
15 1 (0.33%) CQL
15 1 (0.33%) Go
15 1 (0.33%) Perl
Qualifications
1 37 (12.33%) Security Cleared
2 23 (7.67%) Degree
3 20 (6.67%) DV Cleared
4 14 (4.67%) SC Cleared
5 12 (4.00%) ISEB
6 8 (2.67%) Computer Science Degree
6 8 (2.67%) Sun Certification
7 5 (1.67%) CESG Certified Professional
8 4 (1.33%) MCSE
8 4 (1.33%) Microsoft Certification
9 3 (1.00%) PhD
10 2 (0.67%) CTC Cleared
10 2 (0.67%) Master's Degree
Quality Assurance & Compliance
1 40 (13.33%) Data Quality
2 12 (4.00%) Sarbanes-Oxley
2 12 (4.00%) Solvency II
3 9 (3.00%) QA
4 3 (1.00%) GCP
5 1 (0.33%) GDPR
5 1 (0.33%) SLA
System Software
1 48 (16.00%) Apache Flume
2 38 (12.67%) HDFS
3 15 (5.00%) Docker
4 7 (2.33%) Active Directory
5 5 (1.67%) VMware Infrastructure
6 3 (1.00%) Apache ZooKeeper
7 1 (0.33%) Cronacle
7 1 (0.33%) MapR-FS
7 1 (0.33%) ProxySG
Systems Management
1 24 (8.00%) Hadoop YARN
1 24 (8.00%) Oozie
2 12 (4.00%) Nagios
3 6 (2.00%) Oracle Enterprise Manager
4 5 (1.67%) Oracle RMAN
4 5 (1.67%) Oracle ZFS
5 3 (1.00%) Ambari
5 3 (1.00%) Puppet
6 2 (0.67%) QRadar
7 1 (0.33%) Ansible
7 1 (0.33%) Control-M
7 1 (0.33%) Docker Swarm
7 1 (0.33%) EMC NetWorker
7 1 (0.33%) Kubernetes
7 1 (0.33%) Opscode Chef
7 1 (0.33%) Salt
7 1 (0.33%) yum
Vendors
1 94 (31.33%) Hortonworks
2 62 (20.67%) Oracle
3 61 (20.33%) Tableau
4 53 (17.67%) MapR
5 41 (13.67%) Informatica
6 28 (9.33%) Teradata
7 23 (7.67%) Talend
8 21 (7.00%) Microsoft
9 17 (5.67%) Netezza
10 16 (5.33%) Cognos
11 14 (4.67%) Alteryx
11 14 (4.67%) Atlassian
11 14 (4.67%) IBM
12 12 (4.00%) Google
12 12 (4.00%) SAP
13 11 (3.67%) Greenplum
14 10 (3.33%) Splunk
15 8 (2.67%) HP
15 8 (2.67%) Sun
16 7 (2.33%) Hitachi