Period
to 19 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 19 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
19 Nov 2017
Same period 2016 Same period 2015
Rank 906 957 1122
Rank change year-on-year +51 +165 +136
Permanent jobs citing Cloudera 294 262 186
As % of all permanent IT jobs advertised in the UK 0.16% 0.14% 0.085%
As % of the Vendors category 0.37% 0.32% 0.19%
Number of salaries quoted 217 216 149
UK median annual salary £65,000 £67,500 £65,000
Median salary % change year-on-year -3.70% +3.85% -0.76%
10th Percentile £40,000 £44,250 £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 79389 82710 99941
As % of all permanent IT jobs advertised in the UK 44.54% 43.84% 45.72%
Number of salaries quoted 61363 66769 81384
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 £41,000
% change year-on-year - +3.66% +2.50%

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 19 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 19 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 +83 285 £65,000 -3.70% 19
London +41 187 £72,500 -3.33% 11
UK excluding London +25 96 £52,000 -13.33% 8
East of England +39 28 £45,000 -43.75% 1
South East +46 27 £52,500 -22.22% 1
North West +7 24 £65,000 -3.70%
North of England -4 24 £65,000 +8.33% 3
South West +27 7 £42,000 -13.40% 1
Midlands +32 6 £42,500 -37.04% 2
East Midlands - 4 £42,500 -
Wales +15 3 £34,250 -57.19%
Scotland -15 3 £105,500 +163.75%
West Midlands +10 2 £42,250 -37.41% 2

For the 6 months to 19 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.

1 244 (82.99%) Hadoop
2 241 (81.97%) Big Data
3 151 (51.36%) Apache Spark
4 131 (44.56%) Python
5 123 (41.84%) Agile Software Development
6 118 (40.14%) Java
7 102 (34.69%) Analytics
8 97 (32.99%) Apache Hive
9 94 (31.97%) Hortonworks
10 89 (30.27%) SQL
11 83 (28.23%) NoSQL
12 74 (25.17%) ETL
13 71 (24.15%) HBase
13 71 (24.15%) Scala
14 69 (23.47%) Kafka
15 64 (21.77%) Linux
16 62 (21.09%) Analytical Skills
17 61 (20.75%) Tableau
18 60 (20.41%) Oracle
19 59 (20.07%) Business Intelligence
20 58 (19.73%) MapReduce
21 53 (18.03%) Apache Cassandra
21 53 (18.03%) MapR
22 51 (17.35%) Amazon AWS
22 51 (17.35%) SAS
23 50 (17.01%) Impala
24 47 (15.99%) Apache Flume
25 46 (15.65%) Data Management
25 46 (15.65%) Data Analytics
25 46 (15.65%) Visualisation

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
1 151 (51.36%) Apache Spark
2 51 (17.35%) SAS
3 37 (12.59%) Apache
4 28 (9.52%) Apache Pig
5 25 (8.50%) Apache Solr
6 20 (6.80%) Elasticsearch
7 16 (5.44%) Apache Airflow
8 6 (2.04%) Tomcat
9 4 (1.36%) Confluence
9 4 (1.36%) WebLogic
10 3 (1.02%) Cloud Foundry
11 2 (0.68%) Oracle SOA Suite
12 1 (0.34%) OpenStack
12 1 (0.34%) SharePoint
Applications
1 24 (8.16%) SPSS
2 3 (1.02%) Microsoft Excel
Cloud Services
1 51 (17.35%) Amazon AWS
2 17 (5.78%) Microsoft Azure
3 16 (5.44%) Amazon EMR
4 15 (5.10%) Amazon Kinesis
5 13 (4.42%) Google Cloud Platform
6 8 (2.72%) IaaS
7 6 (2.04%) Amazon S3
7 6 (2.04%) PaaS
8 4 (1.36%) SaaS
9 3 (1.02%) Basecamp
9 3 (1.02%) Office 365
9 3 (1.02%) Trello
10 2 (0.68%) Cloud Computing
11 1 (0.34%) Amazon EC2
11 1 (0.34%) Amazon SQS
11 1 (0.34%) AWS Lambda
11 1 (0.34%) CloudBees
11 1 (0.34%) G Suite
11 1 (0.34%) GitHub
11 1 (0.34%) OpenShift
Communications & Networking
1 15 (5.10%) Kerberos
2 12 (4.08%) Firewall
2 12 (4.08%) SAN
3 8 (2.72%) LDAP
3 8 (2.72%) Network Security
4 5 (1.70%) DNS
5 4 (1.36%) TCP/IP
6 3 (1.02%) NAS
7 1 (0.34%) DHCP
7 1 (0.34%) LAN
7 1 (0.34%) VLAN
Database & Business Intelligence
1 244 (82.99%) Hadoop
2 241 (81.97%) Big Data
3 97 (32.99%) Apache Hive
4 83 (28.23%) NoSQL
5 71 (24.15%) HBase
6 53 (18.03%) Apache Cassandra
7 50 (17.01%) Impala
8 43 (14.63%) MongoDB
9 42 (14.29%) Data Warehouse
9 42 (14.29%) Relational Database
10 38 (12.93%) Sqoop
11 34 (11.56%) SQL Server
12 26 (8.84%) Spotfire
13 20 (6.80%) Pentaho
14 19 (6.46%) QlikView
15 17 (5.78%) Power BI
15 17 (5.78%) RDBMS
16 16 (5.44%) Amazon Redshift
16 16 (5.44%) SQL Server Integration Services
17 15 (5.10%) Neo4j
Development Applications
1 22 (7.48%) Git (software)
1 22 (7.48%) Talend Open Studio
2 19 (6.46%) Jenkins
3 16 (5.44%) Maven
4 9 (3.06%) JIRA
5 6 (2.04%) Eclipse
5 6 (2.04%) Sonatype Nexus
6 5 (1.70%) Vagrant
7 4 (1.36%) Artifactory
8 3 (1.02%) GitLab
8 3 (1.02%) Team Foundation Server
9 1 (0.34%) Atlassian Bamboo
9 1 (0.34%) Cucumber
9 1 (0.34%) Selenium
9 1 (0.34%) SonarQube
9 1 (0.34%) SQL Server Management Studio (SSMS)
9 1 (0.34%) Subversion
General
1 42 (14.29%) Finance
2 22 (7.48%) Retail
3 19 (6.46%) Legal
4 17 (5.78%) Banking
5 11 (3.74%) Telecoms
6 9 (3.06%) Aerospace
7 5 (1.70%) Advertising
7 5 (1.70%) Electronics
7 5 (1.70%) Marketing
8 4 (1.36%) Investment Banking
8 4 (1.36%) Manufacturing
9 1 (0.34%) Publishing
Job Titles
1 69 (23.47%) Data Engineer
2 60 (20.41%) Big Data Engineer
3 47 (15.99%) Architect
4 43 (14.63%) Data Architect
5 40 (13.61%) Developer
6 35 (11.90%) Hadoop Engineer
7 32 (10.88%) Big Data Architect
8 25 (8.50%) Data Manager
9 21 (7.14%) Data Scientist
10 20 (6.80%) Analyst
11 19 (6.46%) Java Engineer
12 18 (6.12%) Analytics Manager
12 18 (6.12%) Consultant
12 18 (6.12%) Data Analyst
13 17 (5.78%) Data Analytics Manager
14 16 (5.44%) Solutions Architect
15 14 (4.76%) Big Data Developer
16 13 (4.42%) Data Consultant
16 13 (4.42%) Software Engineer
17 11 (3.74%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 69 (23.47%) Kafka
2 21 (7.14%) Spring
3 16 (5.44%) AngularJS
3 16 (5.44%) Java EE
4 15 (5.10%) Web Services
5 14 (4.76%) Spring MVC
6 13 (4.42%) Spark Streaming
6 13 (4.42%) XML
7 12 (4.08%) Natural Language Processing
8 10 (3.40%) CSS
8 10 (3.40%) D3.js
8 10 (3.40%) HTML
9 8 (2.72%) Apache Camel
9 8 (2.72%) Apache Wicket
9 8 (2.72%) GWT
9 8 (2.72%) Hibernate
9 8 (2.72%) J2EE
9 8 (2.72%) JSF
9 8 (2.72%) Node.js
9 8 (2.72%) TensorFlow
Miscellaneous
1 62 (21.09%) Analytical Skills
2 15 (5.10%) Computer Science
3 11 (3.74%) Social Network
4 7 (2.38%) Foreign Exchange (FX)
4 7 (2.38%) Greenfield Project
4 7 (2.38%) User Experience
5 6 (2.04%) Algorithms
5 6 (2.04%) Data Structures
6 4 (1.36%) Digital Media
7 3 (1.02%) Credit Risk
7 3 (1.02%) Cyberthreat
7 3 (1.02%) Data Centre
7 3 (1.02%) Management Information System
7 3 (1.02%) Market Risk
8 2 (0.68%) Linux Command Line
8 2 (0.68%) Virtual Team
9 1 (0.34%) Blog
9 1 (0.34%) PKI
9 1 (0.34%) Replication
9 1 (0.34%) Robotics
Operating Systems
1 64 (21.77%) Linux
2 28 (9.52%) Windows
3 26 (8.84%) Unix
4 8 (2.72%) Windows Server
5 3 (1.02%) Mac OS X
5 3 (1.02%) Red Hat Enterprise Linux
5 3 (1.02%) Ubuntu
6 2 (0.68%) Windows Server 2008
6 2 (0.68%) Windows Server 2012
7 1 (0.34%) AIX
7 1 (0.34%) Mesosphere
Processes & Methodologies
1 123 (41.84%) Agile Software Development
2 102 (34.69%) Analytics
3 74 (25.17%) ETL
4 59 (20.07%) Business Intelligence
5 58 (19.73%) MapReduce
6 46 (15.65%) Data Analytics
6 46 (15.65%) Data Management
6 46 (15.65%) Visualisation
7 44 (14.97%) Machine Learning
8 40 (13.61%) Data Integration
8 40 (13.61%) Software Engineering
9 36 (12.24%) Data Governance
10 33 (11.22%) TDD
11 32 (10.88%) Continuous Integration
12 29 (9.86%) Open Source
13 28 (9.52%) Data Analysis
14 25 (8.50%) Data Architecture
14 25 (8.50%) Scrum
15 24 (8.16%) Business Development
15 24 (8.16%) Predictive Analytics
Programming Languages
1 131 (44.56%) Python
2 118 (40.14%) Java
3 89 (30.27%) SQL
4 71 (24.15%) Scala
5 39 (13.27%) R
6 20 (6.80%) JavaScript
7 19 (6.46%) C
8 17 (5.78%) Shell Script
9 11 (3.74%) Bash Shell
10 10 (3.40%) C++
11 6 (2.04%) HiveQL
11 6 (2.04%) Ruby
12 5 (1.70%) PowerShell
13 4 (1.36%) C#
13 4 (1.36%) PHP
14 2 (0.68%) Lua
14 2 (0.68%) T-SQL
15 1 (0.34%) CQL
15 1 (0.34%) Go
15 1 (0.34%) Perl
Qualifications
1 37 (12.59%) Security Cleared
2 23 (7.82%) Degree
3 20 (6.80%) DV Cleared
4 14 (4.76%) SC Cleared
5 12 (4.08%) ISEB
6 8 (2.72%) Computer Science Degree
6 8 (2.72%) Sun Certification
7 5 (1.70%) CESG Certified Professional
8 4 (1.36%) MCSE
8 4 (1.36%) Microsoft Certification
9 3 (1.02%) PhD
10 2 (0.68%) CTC Cleared
10 2 (0.68%) Master's Degree
Quality Assurance & Compliance
1 40 (13.61%) Data Quality
2 12 (4.08%) Sarbanes-Oxley
2 12 (4.08%) Solvency II
3 9 (3.06%) QA
4 3 (1.02%) GCP
5 1 (0.34%) GDPR
5 1 (0.34%) SLA
System Software
1 47 (15.99%) Apache Flume
2 36 (12.24%) HDFS
3 15 (5.10%) Docker
4 5 (1.70%) Active Directory
4 5 (1.70%) VMware Infrastructure
5 3 (1.02%) Apache ZooKeeper
6 1 (0.34%) Cronacle
6 1 (0.34%) MapR-FS
6 1 (0.34%) ProxySG
Systems Management
1 24 (8.16%) Oozie
2 23 (7.82%) Hadoop YARN
3 12 (4.08%) Nagios
4 4 (1.36%) Oracle Enterprise Manager
5 3 (1.02%) Ambari
5 3 (1.02%) Oracle RMAN
5 3 (1.02%) Oracle ZFS
5 3 (1.02%) Puppet
6 2 (0.68%) QRadar
7 1 (0.34%) Ansible
7 1 (0.34%) Control-M
7 1 (0.34%) Docker Swarm
7 1 (0.34%) EMC NetWorker
7 1 (0.34%) Kubernetes
7 1 (0.34%) Opscode Chef
7 1 (0.34%) Salt
7 1 (0.34%) yum
Vendors
1 94 (31.97%) Hortonworks
2 61 (20.75%) Tableau
3 60 (20.41%) Oracle
4 53 (18.03%) MapR
5 41 (13.95%) Informatica
6 28 (9.52%) Teradata
7 22 (7.48%) Talend
8 19 (6.46%) Microsoft
9 17 (5.78%) Netezza
10 16 (5.44%) Cognos
11 14 (4.76%) Alteryx
11 14 (4.76%) Atlassian
11 14 (4.76%) IBM
12 12 (4.08%) Google
12 12 (4.08%) SAP
13 11 (3.74%) Greenplum
14 8 (2.72%) HP
14 8 (2.72%) Splunk
14 8 (2.72%) Sun
15 7 (2.38%) Hitachi