Period
to 22 September 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 22 September 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
22 Sep 2017
Same period 2016 Same period 2015
Rank 890 945 1114
Rank change year-on-year +55 +169 +134
Permanent jobs citing Cloudera 288 294 195
As % of all permanent IT jobs advertised in the UK 0.16% 0.15% 0.088%
As % of the Vendors category 0.37% 0.35% 0.19%
Number of salaries quoted 201 226 156
UK median annual salary £65,000 £65,000 £67,500
Median salary % change year-on-year - -3.70% +3.85%
10th Percentile £40,000 £43,125 £47,500
90th Percentile £98,000 £113,750 £145,000
UK excluding London median annual salary £55,000 £55,000 £60,000
% change year-on-year - -8.33% -25.00%

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 78531 85214 102161
As % of all permanent IT jobs advertised in the UK 44.51% 43.93% 46.24%
Number of salaries quoted 60761 69062 83006
UK median annual salary £47,500 £45,500 £45,000
Median salary % change year-on-year +4.40% +1.11% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £41,592 £40,000
% change year-on-year +2.18% +3.98% -

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 22 September 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 22 September 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 +66 268 £68,250 +1.11% 9
London +30 172 £70,000 -6.67% 8
UK excluding London +36 96 £55,000 - 2
East of England +34 31 £42,500 -46.88%
South East +45 24 £50,000 -13.04%
North West +12 24 £77,500 +55.00% 1
North of England -16 24 £77,500 +47.62% 1
South West +15 7 £42,000 -13.40%
Northern Ireland - 4 £57,000 -
Scotland -1 3 £105,500 +163.75% 1
Wales - 3 £34,000 -
Midlands +17 2 £42,250 -39.64%
West Midlands -1 2 £42,250 -39.64%

For the 6 months to 22 September 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.

1 240 (83.33%) Big Data
2 234 (81.25%) Hadoop
3 145 (50.35%) Apache Spark
4 134 (46.53%) Java
5 119 (41.32%) Python
6 108 (37.50%) Analytics
7 105 (36.46%) Agile Software Development
8 98 (34.03%) Apache Hive
9 93 (32.29%) NoSQL
10 92 (31.94%) Hortonworks
11 85 (29.51%) SQL
12 72 (25.00%) Business Intelligence
12 72 (25.00%) Scala
13 71 (24.65%) ETL
14 68 (23.61%) HBase
15 62 (21.53%) Kafka
15 62 (21.53%) MapR
16 58 (20.14%) Oracle
17 57 (19.79%) MapReduce
18 56 (19.44%) Tableau
18 56 (19.44%) SAS
19 55 (19.10%) Analytical Skills
20 53 (18.40%) Impala
20 53 (18.40%) MongoDB
20 53 (18.40%) Amazon AWS
21 50 (17.36%) Linux
21 50 (17.36%) Visualisation
21 50 (17.36%) Data Analytics
22 49 (17.01%) HDFS
23 45 (15.63%) Data Management

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
1 145 (50.35%) Apache Spark
2 56 (19.44%) SAS
3 42 (14.58%) Apache
4 31 (10.76%) Apache Pig
5 23 (7.99%) Apache Solr
6 11 (3.82%) Apache Airflow
7 10 (3.47%) Elasticsearch
8 6 (2.08%) Cloud Foundry
8 6 (2.08%) Tomcat
8 6 (2.08%) WebLogic
9 5 (1.74%) Confluence
10 4 (1.39%) Oracle SOA Suite
11 2 (0.69%) Mule
11 2 (0.69%) SharePoint
12 1 (0.35%) OpenStack
12 1 (0.35%) Oracle Coherence
Applications
1 22 (7.64%) SPSS
2 3 (1.04%) Microsoft Excel
3 1 (0.35%) MS Visio
Cloud Services
1 53 (18.40%) Amazon AWS
2 21 (7.29%) Microsoft Azure
3 13 (4.51%) Amazon EMR
3 13 (4.51%) Google Cloud Platform
4 11 (3.82%) Amazon Kinesis
4 11 (3.82%) IaaS
5 9 (3.13%) PaaS
6 7 (2.43%) SaaS
7 4 (1.39%) Amazon S3
7 4 (1.39%) Office 365
8 2 (0.69%) Cloud Computing
8 2 (0.69%) G Suite
8 2 (0.69%) GitHub
9 1 (0.35%) Basecamp
9 1 (0.35%) CloudBees
9 1 (0.35%) Cortana Intelligence Suite
9 1 (0.35%) OpenShift
9 1 (0.35%) Trello
Communications & Networking
1 19 (6.60%) Kerberos
2 15 (5.21%) Firewall
2 15 (5.21%) SAN
3 10 (3.47%) LDAP
4 8 (2.78%) DNS
5 7 (2.43%) Network Security
6 6 (2.08%) NAS
6 6 (2.08%) TCP/IP
7 2 (0.69%) DHCP
7 2 (0.69%) Internet
7 2 (0.69%) LAN
7 2 (0.69%) VLAN
Database & Business Intelligence
1 240 (83.33%) Big Data
2 234 (81.25%) Hadoop
3 98 (34.03%) Apache Hive
4 93 (32.29%) NoSQL
5 68 (23.61%) HBase
6 53 (18.40%) Impala
6 53 (18.40%) MongoDB
7 42 (14.58%) Relational Database
8 41 (14.24%) Apache Cassandra
9 36 (12.50%) Data Warehouse
10 32 (11.11%) Sqoop
11 30 (10.42%) Pentaho
12 29 (10.07%) SQL Server
13 24 (8.33%) Spotfire
14 23 (7.99%) QlikView
15 21 (7.29%) Data Lake
16 16 (5.56%) RDBMS
17 15 (5.21%) Amazon Redshift
18 13 (4.51%) Neo4j
19 12 (4.17%) Cloudera CDH
Development Applications
1 28 (9.72%) Talend Open Studio
2 16 (5.56%) Git (software)
2 16 (5.56%) Jenkins
3 14 (4.86%) Maven
4 12 (4.17%) JIRA
5 7 (2.43%) Sonatype Nexus
6 6 (2.08%) Eclipse
7 3 (1.04%) ERwin
7 3 (1.04%) Vagrant
8 1 (0.35%) Atlassian Bamboo
8 1 (0.35%) GitLab
8 1 (0.35%) Selenium
8 1 (0.35%) SonarQube
8 1 (0.35%) SQL Server Management Studio (SSMS)
8 1 (0.35%) Subversion
8 1 (0.35%) Team Foundation Server
General
1 44 (15.28%) Finance
2 26 (9.03%) Legal
3 24 (8.33%) Banking
4 15 (5.21%) Retail
5 11 (3.82%) Telecoms
6 9 (3.13%) Aerospace
7 7 (2.43%) Investment Banking
8 3 (1.04%) Advertising
8 3 (1.04%) Marketing
9 1 (0.35%) Electronics
9 1 (0.35%) Games
9 1 (0.35%) Publishing
Job Titles
1 59 (20.49%) Architect
2 56 (19.44%) Data Engineer
3 53 (18.40%) Big Data Engineer
4 52 (18.06%) Data Architect
5 40 (13.89%) Big Data Architect
6 39 (13.54%) Developer
7 31 (10.76%) Hadoop Engineer
8 25 (8.68%) Data Manager
9 20 (6.94%) Data Scientist
10 19 (6.60%) Analytics Manager
11 18 (6.25%) Data Analytics Manager
12 16 (5.56%) Java Engineer
13 15 (5.21%) Big Data Developer
14 14 (4.86%) Consultant
15 13 (4.51%) Analyst
15 13 (4.51%) Hadoop Architect
15 13 (4.51%) Solutions Architect
16 12 (4.17%) Data Consultant
17 11 (3.82%) Administrator
17 11 (3.82%) Data Analyst
Libraries, Frameworks & Software Standards
1 62 (21.53%) Kafka
2 21 (7.29%) XML
3 17 (5.90%) Spring
3 17 (5.90%) Web Services
4 14 (4.86%) JSON
4 14 (4.86%) RESTful
5 13 (4.51%) Java EE
5 13 (4.51%) Natural Language Processing
6 12 (4.17%) AngularJS
7 9 (3.13%) Spring MVC
7 9 (3.13%) TensorFlow
8 8 (2.78%) Apache Camel
8 8 (2.78%) EDIFACT
8 8 (2.78%) iXBRL
8 8 (2.78%) Node.js
8 8 (2.78%) scikit-learn
8 8 (2.78%) SOAP
9 7 (2.43%) MLlib
10 5 (1.74%) CSS
10 5 (1.74%) D3.js
Miscellaneous
1 55 (19.10%) Analytical Skills
2 12 (4.17%) Social Network
3 10 (3.47%) Computer Science
4 9 (3.13%) Reference Data
5 8 (2.78%) Foreign Exchange (FX)
6 7 (2.43%) Algorithms
7 5 (1.74%) Digital Media
8 4 (1.39%) Greenfield Project
8 4 (1.39%) Management Information System
8 4 (1.39%) User Experience
9 3 (1.04%) Credit Risk
9 3 (1.04%) Cyberthreat
9 3 (1.04%) Data Structures
9 3 (1.04%) Fintech
9 3 (1.04%) Market Risk
9 3 (1.04%) Robotics
10 2 (0.69%) BYOD
10 2 (0.69%) Enterprise Storage
10 2 (0.69%) Linux Command Line
10 2 (0.69%) PKI
Operating Systems
1 50 (17.36%) Linux
2 27 (9.38%) Windows
3 19 (6.60%) Unix
4 9 (3.13%) Windows Server
5 4 (1.39%) Mac OS X
6 2 (0.69%) AIX
6 2 (0.69%) Mesosphere
6 2 (0.69%) Red Hat Enterprise Linux
6 2 (0.69%) Windows Server 2008
6 2 (0.69%) Windows Server 2012
7 1 (0.35%) Ubuntu
Processes & Methodologies
1 108 (37.50%) Analytics
2 105 (36.46%) Agile Software Development
3 72 (25.00%) Business Intelligence
4 71 (24.65%) ETL
5 57 (19.79%) MapReduce
6 50 (17.36%) Data Analytics
6 50 (17.36%) Visualisation
7 45 (15.63%) Data Management
8 42 (14.58%) Machine Learning
9 33 (11.46%) Data Architecture
10 32 (11.11%) Continuous Integration
10 32 (11.11%) Data Analysis
11 31 (10.76%) Data Integration
12 30 (10.42%) Open Source
12 30 (10.42%) Software Engineering
13 29 (10.07%) TDD
14 28 (9.72%) Stakeholder Management
15 26 (9.03%) Data Modelling
16 25 (8.68%) Scrum
17 23 (7.99%) Data Governance
Programming Languages
1 134 (46.53%) Java
2 119 (41.32%) Python
3 85 (29.51%) SQL
4 72 (25.00%) Scala
5 34 (11.81%) R
6 26 (9.03%) JavaScript
7 16 (5.56%) Shell Script
8 14 (4.86%) C
9 11 (3.82%) C++
10 8 (2.78%) ABAP
11 7 (2.43%) Bash Shell
11 7 (2.43%) HiveQL
11 7 (2.43%) PHP
12 6 (2.08%) PowerShell
13 5 (1.74%) Perl
13 5 (1.74%) Ruby
14 4 (1.39%) C#
14 4 (1.39%) T-SQL
15 2 (0.69%) Lua
16 1 (0.35%) MATLAB
Qualifications
1 35 (12.15%) Security Cleared
2 21 (7.29%) Degree
3 17 (5.90%) DV Cleared
4 15 (5.21%) SC Cleared
5 9 (3.13%) PhD
6 8 (2.78%) CITP
7 5 (1.74%) CESG Certified Professional
7 5 (1.74%) Microsoft Certification
8 4 (1.39%) ISEB
8 4 (1.39%) MCSE
9 3 (1.04%) Sun Certification
10 2 (0.69%) CTC Cleared
10 2 (0.69%) EMC Certification
10 2 (0.69%) Master's Degree
11 1 (0.35%) AWS Certification
11 1 (0.35%) CCA
11 1 (0.35%) Computer Science Degree
11 1 (0.35%) MCSA
11 1 (0.35%) MCSD
11 1 (0.35%) Numerate Degree
Quality Assurance & Compliance
1 38 (13.19%) Data Quality
2 6 (2.08%) QA
3 4 (1.39%) GCP
3 4 (1.39%) Sarbanes-Oxley
3 4 (1.39%) Solvency II
4 1 (0.35%) GDPR
4 1 (0.35%) SLA
System Software
1 49 (17.01%) HDFS
2 40 (13.89%) Apache Flume
3 11 (3.82%) Docker
4 9 (3.13%) Active Directory
5 5 (1.74%) VMware Infrastructure
6 3 (1.04%) Apache ZooKeeper
7 2 (0.69%) Cronacle
7 2 (0.69%) ProxySG
Systems Management
1 19 (6.60%) Oozie
2 15 (5.21%) Hadoop YARN
3 8 (2.78%) Nagios
4 6 (2.08%) Oracle Enterprise Manager
4 6 (2.08%) Oracle RMAN
4 6 (2.08%) Oracle ZFS
4 6 (2.08%) Puppet
5 5 (1.74%) Opscode Chef
6 4 (1.39%) Ambari
6 4 (1.39%) Ansible
7 2 (0.69%) Control-M
7 2 (0.69%) Docker Swarm
7 2 (0.69%) Kubernetes
7 2 (0.69%) QRadar
8 1 (0.35%) Salt
8 1 (0.35%) yum
Vendors
1 92 (31.94%) Hortonworks
2 62 (21.53%) MapR
3 58 (20.14%) Oracle
4 56 (19.44%) Tableau
5 33 (11.46%) Informatica
6 28 (9.72%) Talend
7 18 (6.25%) Microsoft
8 14 (4.86%) Google
9 12 (4.17%) Atlassian
9 12 (4.17%) IBM
10 9 (3.13%) SAP
10 9 (3.13%) Teradata
11 8 (2.78%) Actian
11 8 (2.78%) Cognos
12 7 (2.43%) Datameer
12 7 (2.43%) Hitachi
12 7 (2.43%) Netezza
12 7 (2.43%) Splunk
13 6 (2.08%) Alteryx
14 5 (1.74%) VMware