Period
to 20 November 2017

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 20 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 > England
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 866 958 1109
Rank change year-on-year +92 +151 +113
Permanent jobs citing Cloudera 288 239 179
As % of all permanent IT jobs advertised in England 0.17% 0.14% 0.087%
As % of the Vendors category 0.39% 0.31% 0.19%
Number of salaries quoted 210 194 142
England 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 £46,825 £45,000
90th Percentile £106,150 £100,000 £120,000
UK median annual salary £65,000 £67,500 £65,000
% change year-on-year -3.70% +3.85% -0.76%

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 74722 77148 94029
As % of all permanent IT jobs advertised in England 44.35% 43.70% 45.71%
Number of salaries quoted 58265 62894 77308
England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK median annual salary £47,500 £46,000 £45,000
% change year-on-year +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 20 November 2017.

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 20 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
London +36 190 £72,500 -3.33% 23
East of England +24 28 £45,000 -43.75% 1
South East +32 27 £52,500 -22.22% 3
North of England +4 24 £65,000 +8.33% 6
North West +1 24 £65,000 -3.70% 2
South West +9 7 £42,000 -13.40% 1
Midlands +11 6 £42,500 -37.04% 3
East Midlands - 4 £42,500 -
West Midlands +2 2 £42,250 -37.41% 3
Cloudera
UK

For the 6 months to 20 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 across the England region with a requirement for Cloudera.

1 242 (84.03%) Hadoop
2 237 (82.29%) Big Data
3 151 (52.43%) Apache Spark
4 133 (46.18%) Python
5 122 (42.36%) Agile Software Development
6 117 (40.63%) Java
7 98 (34.03%) Analytics
7 98 (34.03%) Apache Hive
8 95 (32.99%) Hortonworks
9 88 (30.56%) SQL
10 81 (28.13%) NoSQL
11 75 (26.04%) ETL
12 71 (24.65%) Scala
12 71 (24.65%) HBase
13 68 (23.61%) Kafka
14 64 (22.22%) Linux
15 63 (21.88%) Analytical Skills
16 61 (21.18%) Tableau
17 59 (20.49%) MapReduce
18 56 (19.44%) Business Intelligence
19 54 (18.75%) Oracle
19 54 (18.75%) MapR
20 53 (18.40%) Apache Cassandra
21 51 (17.71%) SAS
22 50 (17.36%) Amazon AWS
22 50 (17.36%) Impala
23 47 (16.32%) Apache Flume
24 46 (15.97%) Data Management
25 45 (15.63%) Visualisation
26 44 (15.28%) Machine Learning

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
1 151 (52.43%) Apache Spark
2 51 (17.71%) SAS
3 38 (13.19%) Apache
4 28 (9.72%) Apache Pig
5 24 (8.33%) Apache Solr
6 21 (7.29%) Elasticsearch
7 16 (5.56%) Apache Airflow
8 6 (2.08%) Tomcat
9 4 (1.39%) Confluence
10 2 (0.69%) Cloud Foundry
10 2 (0.69%) Oracle SOA Suite
10 2 (0.69%) WebLogic
11 1 (0.35%) OpenStack
11 1 (0.35%) SharePoint
Applications
1 24 (8.33%) SPSS
2 3 (1.04%) Microsoft Excel
Cloud Services
1 50 (17.36%) Amazon AWS
2 17 (5.90%) Microsoft Azure
3 16 (5.56%) Amazon EMR
4 15 (5.21%) Amazon Kinesis
5 13 (4.51%) Google Cloud Platform
6 7 (2.43%) IaaS
7 6 (2.08%) Amazon S3
8 5 (1.74%) PaaS
9 3 (1.04%) Basecamp
9 3 (1.04%) Office 365
9 3 (1.04%) SaaS
9 3 (1.04%) Trello
10 2 (0.69%) Cloud Computing
11 1 (0.35%) Amazon EC2
11 1 (0.35%) Amazon SQS
11 1 (0.35%) AWS Lambda
11 1 (0.35%) CloudBees
11 1 (0.35%) Cortana Intelligence Suite
11 1 (0.35%) G Suite
11 1 (0.35%) OpenShift
Communications & Networking
1 17 (5.90%) Kerberos
2 10 (3.47%) Firewall
2 10 (3.47%) SAN
3 9 (3.13%) LDAP
4 8 (2.78%) Network Security
5 3 (1.04%) DNS
6 2 (0.69%) NAS
6 2 (0.69%) TCP/IP
7 1 (0.35%) DHCP
7 1 (0.35%) LAN
7 1 (0.35%) VLAN
Database & Business Intelligence
1 242 (84.03%) Hadoop
2 237 (82.29%) Big Data
3 98 (34.03%) Apache Hive
4 81 (28.13%) NoSQL
5 71 (24.65%) HBase
6 53 (18.40%) Apache Cassandra
7 50 (17.36%) Impala
8 42 (14.58%) Data Warehouse
9 41 (14.24%) MongoDB
10 40 (13.89%) Relational Database
11 38 (13.19%) Sqoop
12 32 (11.11%) SQL Server
13 26 (9.03%) Spotfire
14 20 (6.94%) Pentaho
15 19 (6.60%) QlikView
16 17 (5.90%) Power BI
16 17 (5.90%) RDBMS
17 16 (5.56%) Amazon Redshift
17 16 (5.56%) SQL Server Integration Services
18 15 (5.21%) MySQL
Development Applications
1 22 (7.64%) Git (software)
2 21 (7.29%) Talend Open Studio
3 19 (6.60%) Jenkins
4 16 (5.56%) Maven
5 9 (3.13%) JIRA
6 6 (2.08%) Eclipse
6 6 (2.08%) Sonatype Nexus
7 5 (1.74%) Vagrant
8 4 (1.39%) Artifactory
8 4 (1.39%) GitLab
8 4 (1.39%) Team Foundation Server
9 1 (0.35%) Atlassian Bamboo
9 1 (0.35%) Selenium
9 1 (0.35%) SonarQube
9 1 (0.35%) SQL Server Management Studio (SSMS)
9 1 (0.35%) Subversion
General
1 41 (14.24%) Finance
2 22 (7.64%) Retail
3 18 (6.25%) Legal
4 17 (5.90%) Banking
5 11 (3.82%) Telecoms
6 9 (3.13%) Aerospace
7 5 (1.74%) Advertising
7 5 (1.74%) Electronics
7 5 (1.74%) Marketing
8 4 (1.39%) Investment Banking
8 4 (1.39%) Manufacturing
9 1 (0.35%) Publishing
Job Titles
1 68 (23.61%) Data Engineer
2 58 (20.14%) Big Data Engineer
3 42 (14.58%) Architect
4 41 (14.24%) Data Architect
5 40 (13.89%) Developer
6 34 (11.81%) Hadoop Engineer
7 31 (10.76%) Big Data Architect
8 25 (8.68%) Data Manager
9 22 (7.64%) Data Scientist
10 20 (6.94%) Analyst
11 19 (6.60%) Consultant
12 18 (6.25%) Analytics Manager
12 18 (6.25%) Data Analyst
12 18 (6.25%) Java Engineer
13 17 (5.90%) Data Analytics Manager
14 14 (4.86%) Big Data Developer
14 14 (4.86%) Data Consultant
15 13 (4.51%) Software Engineer
16 12 (4.17%) Big Data Consultant
16 12 (4.17%) Solutions Architect
Libraries, Frameworks & Software Standards
1 68 (23.61%) Kafka
2 21 (7.29%) Spring
3 16 (5.56%) AngularJS
3 16 (5.56%) Java EE
4 15 (5.21%) Web Services
5 14 (4.86%) Spring MVC
6 13 (4.51%) Spark Streaming
7 12 (4.17%) Natural Language Processing
7 12 (4.17%) XML
8 10 (3.47%) CSS
8 10 (3.47%) D3.js
8 10 (3.47%) HTML
9 8 (2.78%) Apache Camel
9 8 (2.78%) Apache Wicket
9 8 (2.78%) GWT
9 8 (2.78%) Hibernate
9 8 (2.78%) J2EE
9 8 (2.78%) JSF
9 8 (2.78%) Node.js
9 8 (2.78%) TensorFlow
Miscellaneous
1 63 (21.88%) Analytical Skills
2 16 (5.56%) Computer Science
3 11 (3.82%) Social Network
4 7 (2.43%) Foreign Exchange (FX)
4 7 (2.43%) Greenfield Project
4 7 (2.43%) User Experience
5 6 (2.08%) Algorithms
5 6 (2.08%) Data Structures
6 4 (1.39%) Digital Media
7 3 (1.04%) Credit Risk
7 3 (1.04%) Cyberthreat
7 3 (1.04%) Data Centre
7 3 (1.04%) Management Information System
7 3 (1.04%) Market Risk
8 2 (0.69%) Linux Command Line
8 2 (0.69%) Virtual Team
9 1 (0.35%) Blog
9 1 (0.35%) PKI
9 1 (0.35%) Reference Data
9 1 (0.35%) Robotics
Operating Systems
1 64 (22.22%) Linux
2 26 (9.03%) Unix
2 26 (9.03%) Windows
3 8 (2.78%) Windows Server
4 4 (1.39%) Red Hat Enterprise Linux
4 4 (1.39%) Ubuntu
5 3 (1.04%) Mac OS X
6 2 (0.69%) Mesosphere
6 2 (0.69%) Windows Server 2008
6 2 (0.69%) Windows Server 2012
7 1 (0.35%) AIX
Processes & Methodologies
1 122 (42.36%) Agile Software Development
2 98 (34.03%) Analytics
3 75 (26.04%) ETL
4 59 (20.49%) MapReduce
5 56 (19.44%) Business Intelligence
6 46 (15.97%) Data Management
7 45 (15.63%) Visualisation
8 44 (15.28%) Machine Learning
9 41 (14.24%) Data Analytics
10 40 (13.89%) Data Integration
11 39 (13.54%) Software Engineering
12 36 (12.50%) Data Governance
13 32 (11.11%) Continuous Integration
13 32 (11.11%) TDD
14 29 (10.07%) Data Analysis
14 29 (10.07%) Open Source
15 25 (8.68%) Data Architecture
15 25 (8.68%) Scrum
16 24 (8.33%) Business Development
16 24 (8.33%) Predictive Analytics
Programming Languages
1 133 (46.18%) Python
2 117 (40.63%) Java
3 88 (30.56%) SQL
4 71 (24.65%) Scala
5 39 (13.54%) R
6 20 (6.94%) JavaScript
7 19 (6.60%) C
8 17 (5.90%) Shell Script
9 11 (3.82%) Bash Shell
10 10 (3.47%) C++
11 6 (2.08%) HiveQL
11 6 (2.08%) Ruby
12 5 (1.74%) PowerShell
13 4 (1.39%) PHP
14 3 (1.04%) C#
15 2 (0.69%) CQL
15 2 (0.69%) Lua
15 2 (0.69%) T-SQL
16 1 (0.35%) Go
16 1 (0.35%) Perl
Qualifications
1 37 (12.85%) Security Cleared
2 23 (7.99%) Degree
3 20 (6.94%) DV Cleared
4 14 (4.86%) SC Cleared
5 12 (4.17%) ISEB
6 8 (2.78%) Computer Science Degree
6 8 (2.78%) Sun Certification
7 3 (1.04%) PhD
8 2 (0.69%) CTC Cleared
8 2 (0.69%) Master's Degree
9 1 (0.35%) CESG Certified Professional
Quality Assurance & Compliance
1 40 (13.89%) Data Quality
2 12 (4.17%) Sarbanes-Oxley
2 12 (4.17%) Solvency II
3 9 (3.13%) QA
4 3 (1.04%) GCP
5 1 (0.35%) GDPR
System Software
1 47 (16.32%) Apache Flume
2 36 (12.50%) HDFS
3 16 (5.56%) Docker
4 5 (1.74%) VMware Infrastructure
5 4 (1.39%) Apache ZooKeeper
6 3 (1.04%) Active Directory
7 2 (0.69%) MapR-FS
8 1 (0.35%) Cronacle
8 1 (0.35%) ProxySG
Systems Management
1 24 (8.33%) Hadoop YARN
2 23 (7.99%) Oozie
3 12 (4.17%) Nagios
4 4 (1.39%) Ambari
5 3 (1.04%) Puppet
6 2 (0.69%) Ansible
6 2 (0.69%) Docker Swarm
6 2 (0.69%) Kubernetes
6 2 (0.69%) Opscode Chef
6 2 (0.69%) Oracle Enterprise Manager
6 2 (0.69%) Oracle RMAN
6 2 (0.69%) Oracle ZFS
6 2 (0.69%) QRadar
6 2 (0.69%) yum
7 1 (0.35%) Control-M
7 1 (0.35%) EMC NetWorker
7 1 (0.35%) Salt
Vendors
1 95 (32.99%) Hortonworks
2 61 (21.18%) Tableau
3 54 (18.75%) MapR
3 54 (18.75%) Oracle
4 40 (13.89%) Informatica
5 28 (9.72%) Teradata
6 21 (7.29%) Talend
7 17 (5.90%) Netezza
8 16 (5.56%) Cognos
8 16 (5.56%) Microsoft
9 14 (4.86%) Alteryx
9 14 (4.86%) Atlassian
10 13 (4.51%) IBM
11 12 (4.17%) SAP
12 11 (3.82%) Google
13 10 (3.47%) Greenplum
14 8 (2.78%) HP
14 8 (2.78%) Sun
15 7 (2.43%) Hitachi
15 7 (2.43%) Splunk