Period
to 23 January 2018

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 23 January 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
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 854 1011 1048
Rank change year-on-year +157 +37 +172
Permanent jobs citing Cloudera 326 182 211
As % of all permanent IT jobs advertised in the UK 0.19% 0.10% 0.10%
As % of the Vendors category 0.42% 0.24% 0.22%
Number of salaries quoted 273 161 152
UK median annual salary £70,000 £67,500 £70,000
Median salary % change year-on-year +3.70% -3.57% +7.69%
10th Percentile £41,250 £46,750 £45,000
90th Percentile £107,500 £90,000 £120,000
UK excluding London median annual salary £58,000 £65,000 £57,500
% change year-on-year -10.77% +13.04% -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 77,980 76,953 94,265
As % of all permanent IT jobs advertised in the UK 44.67% 43.75% 45.49%
Number of salaries quoted 61,310 61,941 77,199
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £74,800
UK excluding London median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% +3.75%

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 23 January 2018.

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 23 January 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
England +147 318 £72,500 +7.41% 77
London +106 234 £75,000 +3.45% 47
UK excluding London +15 86 £58,000 -10.77% 36
South East +32 32 £63,750 -5.56% 12
North West -2 18 £59,500 -11.85% 3
North of England -6 18 £59,500 +13.33% 9
East of England +22 12 £75,000 +76.47% 2
Midlands +18 11 £42,500 -26.09% 4
South West +3 9 £42,000 -13.40% 3
East Midlands - 7 £42,500 - 2
West Midlands -13 4 £52,375 -8.91% 2
Scotland -44 4 £105,500 +163.75% 3
Wales +7 2 £46,000 -42.50% 3

For the 6 months to 23 January 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 with a requirement for Cloudera.

1 289 (88.65%) Hadoop
2 270 (82.82%) Big Data
3 198 (60.74%) Apache Spark
4 151 (46.32%) Python
5 132 (40.49%) Java
6 122 (37.42%) Agile Software Development
7 121 (37.12%) Apache Hive
8 118 (36.20%) Analytics
9 115 (35.28%) Hortonworks
10 113 (34.66%) Kafka
11 105 (32.21%) SQL
12 104 (31.90%) HBase
12 104 (31.90%) Scala
13 101 (30.98%) ETL
14 100 (30.67%) NoSQL
15 94 (28.83%) Apache Cassandra
16 86 (26.38%) Amazon AWS
17 83 (25.46%) Linux
18 74 (22.70%) Machine Learning
19 71 (21.78%) Apache Flume
20 70 (21.47%) Data Warehouse
21 67 (20.55%) Impala
22 63 (19.33%) MapR
23 62 (19.02%) MapReduce
24 60 (18.40%) Analytical Skills
25 59 (18.10%) Tableau
25 59 (18.10%) MongoDB
25 59 (18.10%) Finance
26 54 (16.56%) Informatica
27 50 (15.34%) Oracle

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
1 198 (60.74%) Apache Spark
2 42 (12.88%) SAS
3 35 (10.74%) Apache
3 35 (10.74%) Apache Solr
4 33 (10.12%) Elasticsearch
5 27 (8.28%) Apache Pig
6 17 (5.21%) Apache Airflow
7 5 (1.53%) Confluence
8 3 (0.92%) Jupyter
9 2 (0.61%) WebLogic
10 1 (0.31%) nginx
10 1 (0.31%) OpenStack
Applications
1 14 (4.29%) SPSS
2 1 (0.31%) HipChat
2 1 (0.31%) Microsoft Excel
Business Applications
1 1 (0.31%) WebTrends
Cloud Services
1 86 (26.38%) Amazon AWS
2 34 (10.43%) Google Cloud Platform
3 32 (9.82%) Microsoft Azure
4 18 (5.52%) Amazon Kinesis
5 12 (3.68%) Amazon S3
6 10 (3.07%) Amazon EMR
7 8 (2.45%) GitHub
8 6 (1.84%) Amazon EC2
8 6 (1.84%) IaaS
9 5 (1.53%) Amazon SQS
9 5 (1.53%) PaaS
10 3 (0.92%) Basecamp
10 3 (0.92%) Cloud Computing
10 3 (0.92%) Trello
11 2 (0.61%) AWS Lambda
11 2 (0.61%) Office 365
11 2 (0.61%) SaaS
11 2 (0.61%) Serverless
12 1 (0.31%) Cloudflare
12 1 (0.31%) IBM Cloud
Communications & Networking
1 18 (5.52%) Kerberos
2 9 (2.76%) Firewall
2 9 (2.76%) SAN
3 8 (2.45%) Network Security
4 2 (0.61%) DNS
4 2 (0.61%) TCP/IP
5 1 (0.31%) SSL
Database & Business Intelligence
1 289 (88.65%) Hadoop
2 270 (82.82%) Big Data
3 121 (37.12%) Apache Hive
4 104 (31.90%) HBase
5 100 (30.67%) NoSQL
6 94 (28.83%) Apache Cassandra
7 70 (21.47%) Data Warehouse
8 67 (20.55%) Impala
9 59 (18.10%) MongoDB
10 50 (15.34%) Relational Database
11 38 (11.66%) Sqoop
12 33 (10.12%) SQL Server
13 29 (8.90%) RDBMS
14 27 (8.28%) Data Mining
14 27 (8.28%) Flink
15 22 (6.75%) SQL Server Integration Services
16 20 (6.13%) MySQL
17 17 (5.21%) Pentaho
18 16 (4.91%) Amazon Redshift
18 16 (4.91%) BigQuery
Development Applications
1 33 (10.12%) Git (software)
2 31 (9.51%) Jenkins
3 10 (3.07%) Maven
4 8 (2.45%) JIRA
5 6 (1.84%) Cucumber
6 5 (1.53%) Team Foundation Server
7 4 (1.23%) Artifactory
7 4 (1.23%) GitLab
7 4 (1.23%) Sonatype Nexus
7 4 (1.23%) TeamCity
7 4 (1.23%) Vagrant
8 2 (0.61%) Gradle
8 2 (0.61%) JUnit
9 1 (0.31%) CircleCI
9 1 (0.31%) ERwin
9 1 (0.31%) Gerrit
9 1 (0.31%) Mercurial
9 1 (0.31%) MSI
9 1 (0.31%) SQL Server Management Studio (SSMS)
9 1 (0.31%) Travis CI
General
1 59 (18.10%) Finance
2 22 (6.75%) Telecoms
3 20 (6.13%) Retail
4 15 (4.60%) Banking
5 14 (4.29%) Marketing
6 10 (3.07%) Manufacturing
7 8 (2.45%) Electronics
8 7 (2.15%) Advertising
9 6 (1.84%) Legal
10 5 (1.53%) Investment Banking
11 3 (0.92%) Law
12 1 (0.31%) Automotive
12 1 (0.31%) Games
12 1 (0.31%) Pharmaceutical
12 1 (0.31%) Publishing
Job Titles
1 124 (38.04%) Data Engineer
2 99 (30.37%) Big Data Engineer
3 55 (16.87%) Architect
4 45 (13.80%) Data Architect
4 45 (13.80%) Hadoop Engineer
5 37 (11.35%) Developer
6 34 (10.43%) Big Data Architect
7 26 (7.98%) Data Scientist
8 24 (7.36%) Java Engineer
9 17 (5.21%) Software Engineer
10 16 (4.91%) Big Data Developer
11 15 (4.60%) Consultant
12 14 (4.29%) Analyst
12 14 (4.29%) Hadoop Architect
13 12 (3.68%) Cloud Engineer
14 11 (3.37%) Data Analyst
15 10 (3.07%) Java Software Engineer
15 10 (3.07%) Solutions Architect
16 9 (2.76%) Enterprise Architect
16 9 (2.76%) Systems Engineer
Libraries, Frameworks & Software Standards
1 113 (34.66%) Kafka
2 34 (10.43%) Spark Streaming
3 22 (6.75%) AngularJS
4 20 (6.13%) CSS
4 20 (6.13%) Web Services
5 19 (5.83%) XML
6 16 (4.91%) HTML
7 15 (4.60%) D3.js
8 14 (4.29%) RabbitMQ
9 13 (3.99%) HTML5
9 13 (3.99%) React
10 11 (3.37%) Natural Language Processing
11 9 (2.76%) Akka
11 9 (2.76%) Java EE
11 9 (2.76%) LDAP
12 8 (2.45%) TensorFlow
13 7 (2.15%) Spring
14 6 (1.84%) REST
15 5 (1.53%) Apache Wicket
15 5 (1.53%) Node.js
Miscellaneous
1 60 (18.40%) Analytical Skills
2 30 (9.20%) Computer Science
3 19 (5.83%) Algorithms
4 15 (4.60%) User Experience
5 11 (3.37%) Greenfield Project
6 6 (1.84%) Enterprise Software
7 5 (1.53%) Data Structures
8 3 (0.92%) Analytical Mindset
8 3 (0.92%) Credit Risk
8 3 (0.92%) Data Centre
8 3 (0.92%) Management Information System
8 3 (0.92%) Market Risk
9 2 (0.61%) Digital Media
9 2 (0.61%) Fintech
9 2 (0.61%) Social Network
9 2 (0.61%) Video\Live Streaming
9 2 (0.61%) Virtual Team
10 1 (0.31%) Equities
10 1 (0.31%) Mobile App
10 1 (0.31%) Replication
Operating Systems
1 83 (25.46%) Linux
2 36 (11.04%) Unix
3 23 (7.06%) Windows
4 7 (2.15%) Windows Server
5 5 (1.53%) Ubuntu
6 4 (1.23%) Mac OS X
6 4 (1.23%) Red Hat Enterprise Linux
7 2 (0.61%) Mesosphere
7 2 (0.61%) Windows Server 2008
7 2 (0.61%) Windows Server 2012
8 1 (0.31%) CentOS
Processes & Methodologies
1 122 (37.42%) Agile Software Development
2 118 (36.20%) Analytics
3 101 (30.98%) ETL
4 74 (22.70%) Machine Learning
5 62 (19.02%) MapReduce
6 49 (15.03%) Business Intelligence
7 47 (14.42%) Software Engineering
8 45 (13.80%) Visualisation
9 40 (12.27%) Data Management
10 38 (11.66%) Data Analytics
11 37 (11.35%) Data Visualisation
11 37 (11.35%) Open Source
11 37 (11.35%) TDD
12 36 (11.04%) Continuous Integration
13 35 (10.74%) Data Integration
14 34 (10.43%) DevOps
14 34 (10.43%) Statistics
15 31 (9.51%) Data Analysis
16 30 (9.20%) Data Governance
16 30 (9.20%) Data Modelling
Programming Languages
1 151 (46.32%) Python
2 132 (40.49%) Java
3 105 (32.21%) SQL
4 104 (31.90%) Scala
5 47 (14.42%) R
6 26 (7.98%) JavaScript
7 22 (6.75%) Shell Script
8 19 (5.83%) Bash Shell
9 12 (3.68%) C#
10 9 (2.76%) C
11 8 (2.45%) C++
12 6 (1.84%) Go
13 5 (1.53%) MATLAB
14 4 (1.23%) Perl
14 4 (1.23%) PowerShell
15 3 (0.92%) PHP
15 3 (0.92%) Ruby
15 3 (0.92%) T-SQL
16 2 (0.61%) CQL
16 2 (0.61%) Lua
Qualifications
1 17 (5.21%) Degree
2 15 (4.60%) Security Cleared
3 12 (3.68%) ISEB
3 12 (3.68%) PhD
4 11 (3.37%) DV Cleared
5 9 (2.76%) Computer Science Degree
6 5 (1.53%) Sun Certification
7 4 (1.23%) Master's Degree
8 2 (0.61%) SC Cleared
Quality Assurance & Compliance
1 27 (8.28%) Data Quality
2 12 (3.68%) Sarbanes-Oxley
2 12 (3.68%) Solvency II
3 10 (3.07%) QA
4 6 (1.84%) GCP
5 1 (0.31%) SLA
System Software
1 71 (21.78%) Apache Flume
2 42 (12.88%) Docker
3 36 (11.04%) HDFS
4 5 (1.53%) VMware Infrastructure
5 4 (1.23%) Apache ZooKeeper
6 3 (0.92%) Active Directory
7 2 (0.61%) MapR-FS
Systems Management
1 31 (9.51%) Hadoop YARN
2 29 (8.90%) Oozie
3 14 (4.29%) Puppet
4 10 (3.07%) Ansible
5 9 (2.76%) Kubernetes
5 9 (2.76%) Terraform
6 8 (2.45%) Nagios
7 5 (1.53%) Opscode Chef
8 4 (1.23%) Docker Swarm
9 3 (0.92%) Ambari
9 3 (0.92%) Mesos
10 2 (0.61%) Oracle Enterprise Manager
10 2 (0.61%) QRadar
10 2 (0.61%) yum
11 1 (0.31%) EMC NetWorker
11 1 (0.31%) McAfee ePO
11 1 (0.31%) Packer
Vendors
1 115 (35.28%) Hortonworks
2 63 (19.33%) MapR
3 59 (18.10%) Tableau
4 54 (16.56%) Informatica
5 50 (15.34%) Oracle
6 42 (12.88%) Talend
7 39 (11.96%) Teradata
8 38 (11.66%) Google
9 28 (8.59%) Microsoft
10 25 (7.67%) Netezza
11 24 (7.36%) IBM
12 23 (7.06%) SAP
13 19 (5.83%) Alteryx
14 18 (5.52%) Greenplum
15 15 (4.60%) Cognos
16 9 (2.76%) HP
16 9 (2.76%) Vertica
17 8 (2.45%) Splunk
18 7 (2.15%) Atlassian
18 7 (2.15%) Hitachi