Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 23 July 2021

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 July 2021 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 Jul 2021		 Same period 2020 Same period 2019
Rank 813 675 719
Rank change year-on-year -138 +44 +54
Permanent jobs citing Cloudera 173 126 394
As % of all permanent jobs advertised in the UK 0.15% 0.18% 0.27%
As % of the Vendors category 0.40% 0.44% 0.65%
Number of salaries quoted 138 67 288
10th Percentile £46,250 £45,750 £47,500
25th Percentile £46,750 £56,250 £58,438
Median annual salary (50th Percentile) £75,500 £73,000 £80,000
Median % change year-on-year +3.42% -8.75% +6.67%
75th Percentile £87,500 £80,625 £90,625
90th Percentile £101,125 £111,000 £105,375
UK excluding London median annual salary £60,000 £68,000 £58,750
% change year-on-year -11.76% +15.74% -5.24%

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 43,312 28,781 60,388
As % of all permanent IT jobs advertised in the UK 38.32% 40.29% 41.72%
Number of salaries quoted 29,357 22,389 46,818
10th Percentile £30,750 £30,205 £27,500
25th Percentile £39,250 £39,000 £36,250
Median annual salary (50th Percentile) £54,000 £52,500 £50,000
Median % change year-on-year +2.86% +5.00% +2.04%
75th Percentile £72,000 £71,250 £67,500
90th Percentile £86,250 £87,500 £82,500
UK excluding London median annual salary £46,000 £47,000 £45,000
% change year-on-year -2.13% +4.44% +3.45%

Cloudera
Job Vacancy Trend

Job postings citing Cloudera as a proportion of all IT jobs advertised.

Job vacancy trend for Cloudera in the UK

Cloudera
Salary Trend

3-month moving average salary quoted in jobs citing Cloudera.

Salary trend for Cloudera in the UK

Cloudera
Salary Histogram

Salary distribution for jobs citing Cloudera over the 6 months to 23 July 2021.

Salary histogram for Cloudera in the UK

Cloudera
Top 15 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 July 2021. 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 -123 170 £75,000 +2.74% 29
London -60 137 £77,500 +6.16% 17
UK excluding London -144 29 £60,000 -11.76% 9
Work from Home - 24 £82,500 - 4
Midlands -68 11 £55,500 +5.71% 6
East Midlands -48 7 £55,500 +11.00% 3
North of England -72 7 £60,000 -20.00%
East of England -37 5 £107,500 -2.27% 2
West Midlands -75 4 £57,500 +9.52% 3
South East -78 4 £71,250 +11.85% 1
North West -36 3 £86,250 +26.84%
North East -25 2 £56,914 -29.95%
Yorkshire - 2 £60,000 -
South West -65 1 £60,000 +20.00%
Scotland - 1 £100,000 -

For the 6 months to 23 July 2021, 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.

1 138 (79.77%) Hadoop
2 128 (73.99%) Big Data
3 124 (71.68%) Analytics
3 124 (71.68%) Python
4 123 (71.10%) Apache Spark
5 121 (69.94%) SQL
6 113 (65.32%) AWS
7 110 (63.58%) Azure
8 107 (61.85%) Jenkins
8 107 (61.85%) Hortonworks
8 107 (61.85%) ETL
8 107 (61.85%) Data Engineering
9 106 (61.27%) Ansible
10 102 (58.96%) Docker
11 100 (57.80%) Data Science
12 97 (56.07%) NoSQL
13 95 (54.91%) Google
13 95 (54.91%) Terraform
13 95 (54.91%) GCP
14 94 (54.34%) Artificial Intelligence
14 94 (54.34%) Software Engineering
15 93 (53.76%) Agile Software Development
16 92 (53.18%) Kubernetes
17 91 (52.60%) Data Pipeline
18 89 (51.45%) Data Munging
19 87 (50.29%) Amazon Redshift
19 87 (50.29%) Neo4j
20 86 (49.71%) Unit Testing
20 86 (49.71%) Informatica
21 83 (47.98%) Configuration 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
1 123 (71.10%) Apache Spark
2 14 (8.09%) SAS
3 13 (7.51%) Apache
4 12 (6.94%) Apache Airflow
4 12 (6.94%) Confluence
5 10 (5.78%) Elasticsearch
6 4 (2.31%) Oracle SOA Suite
7 3 (1.73%) Apache Pig
7 3 (1.73%) Appian
8 2 (1.16%) CICS
9 1 (0.58%) IIS
9 1 (0.58%) Jupyter
Applications
1 3 (1.73%) SPSS
Cloud Services
1 113 (65.32%) AWS
2 110 (63.58%) Azure
3 95 (54.91%) GCP
4 83 (47.98%) Amazon EMR
5 70 (40.46%) IBM Cloud
6 58 (33.53%) Snowflake
7 35 (20.23%) Serverless
8 30 (17.34%) Cloud Functions
8 30 (17.34%) Google App Engine
8 30 (17.34%) Google Compute Engine
8 30 (17.34%) Google Container Engine
9 14 (8.09%) PaaS
9 14 (8.09%) Power Platform
10 12 (6.94%) Amazon Kinesis
11 11 (6.36%) AWS CloudFormation
11 11 (6.36%) Google Data Studio
12 7 (4.05%) IaaS
13 6 (3.47%) Amazon SageMaker
13 6 (3.47%) SaaS
14 4 (2.31%) Azure Data Factory
Communications & Networking
1 1 (0.58%) Firewall
Database & Business Intelligence
1 138 (79.77%) Hadoop
2 128 (73.99%) Big Data
3 97 (56.07%) NoSQL
4 87 (50.29%) Amazon Redshift
4 87 (50.29%) Neo4j
5 82 (47.40%) Amazon Athena
6 68 (39.31%) Electronic Patient Records
7 28 (16.18%) Apache Hive
8 22 (12.72%) Data Warehouse
9 20 (11.56%) Data Lake
10 19 (10.98%) Impala
11 14 (8.09%) Power BI
12 13 (7.51%) Looker
13 11 (6.36%) Amazon DynamoDB
13 11 (6.36%) Spark SQL
14 8 (4.62%) Flink
14 8 (4.62%) HBase
14 8 (4.62%) Oracle Database
14 8 (4.62%) PostgreSQL
15 7 (4.05%) Tableau
Development Applications
1 107 (61.85%) Jenkins
2 76 (43.93%) Atlassian Bamboo
2 76 (43.93%) Vagrant
3 19 (10.98%) Git (software)
4 18 (10.40%) JIRA
5 11 (6.36%) Spinnaker
6 5 (2.89%) Artifactory
7 4 (2.31%) Arsenale Dataplane
7 4 (2.31%) Maven
7 4 (2.31%) Sonatype Nexus
8 2 (1.16%) IntelliJ
9 1 (0.58%) Bitbucket
9 1 (0.58%) GitLab
9 1 (0.58%) TeamCity
General
1 28 (16.18%) Social Skills
2 22 (12.72%) Analytical Skills
3 12 (6.94%) Finance
3 12 (6.94%) Legal
4 8 (4.62%) Banking
5 6 (3.47%) Marketing
6 3 (1.73%) Law
6 3 (1.73%) Manufacturing
6 3 (1.73%) Retail
7 2 (1.16%) Front Office
8 1 (0.58%) Military
8 1 (0.58%) Presentation Skills
Job Titles
1 72 (41.62%) Data Engineer
2 66 (38.15%) Architect
3 58 (33.53%) Data Architect
4 36 (20.81%) Platform Engineer
5 34 (19.65%) Platform Architect
6 29 (16.76%) AWS Architect
7 27 (15.61%) AWS Engineer
8 23 (13.29%) Developer
9 12 (6.94%) Big Data Developer
9 12 (6.94%) Senior Data Engineer
10 11 (6.36%) Cloud Architect
11 9 (5.20%) Data Scientist
12 7 (4.05%) Lead Architect
12 7 (4.05%) Senior Developer
13 6 (3.47%) Azure Architect
13 6 (3.47%) Python Engineer
13 6 (3.47%) Senior Big Data Developer
14 5 (2.89%) Cloud Engineer
14 5 (2.89%) ETL Developer
14 5 (2.89%) Lead Developer
Libraries, Frameworks & Software Standards
1 82 (47.40%) Spark Streaming
2 33 (19.08%) Kafka
3 11 (6.36%) Apache NiFi
4 10 (5.78%) RabbitMQ
5 8 (4.62%) scikit-learn
5 8 (4.62%) TensorFlow
5 8 (4.62%) Web Services
6 7 (4.05%) PySpark
7 6 (3.47%) MXNet
8 3 (1.73%) .NET
8 3 (1.73%) AngularJS
8 3 (1.73%) HTML
9 2 (1.16%) .NET Core
9 2 (1.16%) .NET Framework
9 2 (1.16%) Matplotlib
9 2 (1.16%) NumPy
9 2 (1.16%) Pandas
10 1 (0.58%) JSON
10 1 (0.58%) Oracle GoldenGate
10 1 (0.58%) React
Miscellaneous
1 10 (5.78%) Cyberattack
2 5 (2.89%) Data Structures
3 4 (2.31%) Virtual Team
4 3 (1.73%) Blog
5 2 (1.16%) Acoustics
5 2 (1.16%) Enterprise Storage
5 2 (1.16%) Equities
5 2 (1.16%) Fixed Income
5 2 (1.16%) Foreign Exchange (FX)
5 2 (1.16%) Linux Command Line
5 2 (1.16%) Management Information System
5 2 (1.16%) Social Media
6 1 (0.58%) Credit Risk
6 1 (0.58%) Greenfield Project
Operating Systems
1 18 (10.40%) Linux
2 17 (9.83%) Unix
3 7 (4.05%) CentOS
3 7 (4.05%) Red Hat Enterprise Linux
4 6 (3.47%) Windows
5 2 (1.16%) Fedora
5 2 (1.16%) Ubuntu
5 2 (1.16%) zOS
Processes & Methodologies
1 124 (71.68%) Analytics
2 107 (61.85%) Data Engineering
2 107 (61.85%) ETL
3 100 (57.80%) Data Science
4 94 (54.34%) Artificial Intelligence
4 94 (54.34%) Software Engineering
5 93 (53.76%) Agile Software Development
6 91 (52.60%) Data Pipeline
7 89 (51.45%) Data Munging
8 86 (49.71%) Unit Testing
9 83 (47.98%) Configuration Management
10 78 (45.09%) Continuous Integration
11 76 (43.93%) Translating Business Requirements
12 69 (39.88%) Project Management
13 22 (12.72%) Business Intelligence
13 22 (12.72%) Machine Learning
14 20 (11.56%) Data Analytics
14 20 (11.56%) Data Modelling
14 20 (11.56%) Visualisation
15 16 (9.25%) Data Integration
Programming Languages
1 124 (71.68%) Python
2 121 (69.94%) SQL
3 44 (25.43%) Java
4 26 (15.03%) Scala
5 13 (7.51%) JavaScript
6 11 (6.36%) R
7 10 (5.78%) PL/SQL
7 10 (5.78%) Shell Script
8 5 (2.89%) C
8 5 (2.89%) HiveQL
9 4 (2.31%) C#
9 4 (2.31%) T-SQL
10 3 (1.73%) C++
10 3 (1.73%) F#
10 3 (1.73%) Perl
10 3 (1.73%) PowerShell
11 2 (1.16%) Bash Shell
11 2 (1.16%) COBOL
Qualifications
1 14 (8.09%) Security Cleared
2 9 (5.20%) Degree
2 9 (5.20%) SC Cleared
3 4 (2.31%) Computer Science Degree
4 2 (1.16%) CCNA
4 2 (1.16%) Cisco Certification
4 2 (1.16%) CISSP
4 2 (1.16%) CompTIA Security+
4 2 (1.16%) DV Cleared
4 2 (1.16%) GIAC
4 2 (1.16%) Linux+ Certification
4 2 (1.16%) MCSE
4 2 (1.16%) Microsoft Certification
4 2 (1.16%) Network+ Certification
4 2 (1.16%) SANS
4 2 (1.16%) SSCP
5 1 (0.58%) TOGAF Certification
Quality Assurance & Compliance
1 11 (6.36%) Data Quality
2 2 (1.16%) PCI DSS
2 2 (1.16%) QA
3 1 (0.58%) GDPR
System Software
1 102 (58.96%) Docker
2 78 (45.09%) VirtualBox
3 21 (12.14%) HDFS
4 7 (4.05%) Apache ZooKeeper
5 2 (1.16%) NFS
5 2 (1.16%) Samba
5 2 (1.16%) VMware ESXi
5 2 (1.16%) VMware Infrastructure
5 2 (1.16%) Xen
6 1 (0.58%) Apache Flume
Systems Management
1 106 (61.27%) Ansible
2 95 (54.91%) Terraform
3 92 (53.18%) Kubernetes
4 78 (45.09%) Docker Swarm
5 15 (8.67%) Hadoop YARN
6 4 (2.31%) Ambari
7 2 (1.16%) Nagios
7 2 (1.16%) Oozie
7 2 (1.16%) OpenNMS
7 2 (1.16%) Puppet
7 2 (1.16%) vCenter Server
7 2 (1.16%) ZABBIX
Vendors
1 107 (61.85%) Hortonworks
2 95 (54.91%) Google
3 86 (49.71%) Informatica
4 78 (45.09%) Talend
5 73 (42.20%) IBM
6 20 (11.56%) Databricks
7 16 (9.25%) Microsoft
8 13 (7.51%) Oracle
9 7 (4.05%) Red Hat
10 6 (3.47%) Dataiku
11 5 (2.89%) Ab Initio
12 4 (2.31%) Alteryx
13 2 (1.16%) Dell
13 2 (1.16%) EMC
13 2 (1.16%) MapR
13 2 (1.16%) NetApp
13 2 (1.16%) Pega
13 2 (1.16%) SolarWinds
13 2 (1.16%) Teradata
13 2 (1.16%) VMware