Period
to 20 February 2020

The table below provides summary statistics for permanent job vacancies advertised in England with a requirement for knowledge and experience of Hortonworks products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hortonworks over the 6 months to 20 February 2020 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 Hortonworks.

Hortonworks
UK > England
6 months to
20 Feb 2020
Same period 2019 Same period 2018
Rank 817 786 972
Rank change year-on-year -31 +186 +68
Permanent jobs citing Hortonworks 156 315 202
As % of all permanent IT jobs advertised in England 0.14% 0.22% 0.12%
As % of the Vendors category 0.33% 0.53% 0.28%
Number of salaries quoted 120 233 145
England median annual salary £70,000 £77,500 £75,000
Median salary % change year-on-year -9.68% +3.33% -
10th Percentile £48,750 £49,337 £47,600
90th Percentile £115,000 £106,250 £102,500
UK median annual salary £70,000 £77,500 £75,000
% change year-on-year -9.68% +3.33% -

Hortonworks 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 47,868 59,583 73,042
As % of all permanent IT jobs advertised in England 41.86% 42.37% 44.15%
Number of salaries quoted 36,908 46,369 58,299
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +1.06%
10th Percentile £27,500 £27,750 £26,250
90th Percentile £85,000 £82,100 £77,500
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Hortonworks
Job Vacancy Trend in England

Job postings citing Hortonworks as a percentage of all IT jobs advertised in England.

Job vacancy trend for Hortonworks in England

Hortonworks
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hortonworks in England.

Salary trend for Hortonworks in England

Hortonworks
Salary Histogram in England

The salary distribution of IT jobs citing Hortonworks in England over the 6 months to 20 February 2020.

Salary histogram for Hortonworks in England

Hortonworks
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hortonworks within the England region over the 6 months to 20 February 2020. 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 -18 116 £77,500 -8.82% 8
South East +46 14 £65,000 -10.34% 2
South West +30 10 £50,000 -24.53% 3
North West +54 8 £54,486 -34.51% 1
North of England +33 8 £54,486 -14.00% 1
East of England +48 7 £55,000 +2.33%
Hortonworks
UK

For the 6 months to 20 February 2020, IT jobs citing Hortonworks 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 across the England region with a requirement for Hortonworks.

1 123 (78.85%) Big Data
2 121 (77.56%) Cloudera
3 117 (75.00%) Hadoop
4 109 (69.87%) Python
5 102 (65.38%) Azure
6 100 (64.10%) Apache Spark
7 96 (61.54%) Analytics
8 93 (59.62%) Agile Software Development
9 85 (54.49%) Ansible
10 83 (53.21%) AWS
11 82 (52.56%) SQL
12 79 (50.64%) NoSQL
12 79 (50.64%) Docker
13 72 (46.15%) Artificial Intelligence
14 68 (43.59%) Kubernetes
15 66 (42.31%) Docker Swarm
15 66 (42.31%) Configuration Management
16 64 (41.03%) Google
16 64 (41.03%) VirtualBox
17 62 (39.74%) Jenkins
18 61 (39.10%) Continuous Integration
19 60 (38.46%) Neo4j
19 60 (38.46%) GCP
20 58 (37.18%) Terraform
20 58 (37.18%) Software Engineering
20 58 (37.18%) ETL
21 55 (35.26%) Spark Streaming
22 54 (34.62%) Data Analytics
23 51 (32.69%) Data Munging
24 50 (32.05%) Vagrant

Hortonworks
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
1 100 (64.10%) Apache Spark
2 12 (7.69%) Apache Pig
3 10 (6.41%) Apache
4 6 (3.85%) Elasticsearch
5 2 (1.28%) Confluence
6 1 (0.64%) Apache Airflow
6 1 (0.64%) Apache Solr
Business Applications
1 1 (0.64%) Sparx Enterprise Architect
Cloud Services
1 102 (65.38%) Azure
2 83 (53.21%) AWS
3 60 (38.46%) GCP
4 44 (28.21%) Amazon EMR
5 37 (23.72%) IBM Cloud
6 18 (11.54%) Amazon SageMaker
7 15 (9.62%) Azure Machine Learning
7 15 (9.62%) PaaS
8 11 (7.05%) Serverless
9 9 (5.77%) AWS Lambda
10 7 (4.49%) IaaS
10 7 (4.49%) Power Platform
11 2 (1.28%) Azure Functions
12 1 (0.64%) GitHub
Communications & Networking
1 8 (5.13%) Kerberos
2 7 (4.49%) Firewall
2 7 (4.49%) VPN
3 4 (2.56%) ATM
4 3 (1.92%) HTTP
4 3 (1.92%) HTTPS
4 3 (1.92%) SSL
5 1 (0.64%) TCP/IP
Database & Business Intelligence
1 123 (78.85%) Big Data
2 117 (75.00%) Hadoop
3 79 (50.64%) NoSQL
4 60 (38.46%) Neo4j
5 48 (30.77%) Apache Hive
6 43 (27.56%) Amazon Redshift
7 37 (23.72%) Amazon Athena
8 30 (19.23%) Data Warehouse
9 29 (18.59%) Electronic Patient Records
10 23 (14.74%) PostgreSQL
11 20 (12.82%) MongoDB
12 18 (11.54%) SQL Server
13 14 (8.97%) HBase
14 12 (7.69%) Sqoop
15 10 (6.41%) SAP HANA
16 9 (5.77%) Apache Cassandra
16 9 (5.77%) Cosmos DB
16 9 (5.77%) Data Lake
16 9 (5.77%) IBM InfoSphere
16 9 (5.77%) SQL Server Integration Services
Development Applications
1 62 (39.74%) Jenkins
2 50 (32.05%) Atlassian Bamboo
2 50 (32.05%) Vagrant
3 11 (7.05%) JIRA
4 8 (5.13%) kappa
5 5 (3.21%) Git (software)
6 3 (1.92%) JUnit
6 3 (1.92%) Octopus Deploy
6 3 (1.92%) TeamCity
6 3 (1.92%) Visual Studio Team System
7 1 (0.64%) Artifactory
7 1 (0.64%) ERwin
7 1 (0.64%) GitLab
7 1 (0.64%) IBM UrbanCode
7 1 (0.64%) Maven
7 1 (0.64%) ProC
7 1 (0.64%) SonarQube
7 1 (0.64%) Sonatype Nexus
General
1 37 (23.72%) Retail
2 34 (21.79%) Manufacturing
3 29 (18.59%) Banking
4 28 (17.95%) Public Sector
5 22 (14.10%) Finance
6 17 (10.90%) Automotive
7 14 (8.97%) Legal
8 5 (3.21%) Marketing
9 1 (0.64%) Financial Institution
Job Titles
1 45 (28.85%) Data Engineer
2 40 (25.64%) Architect
3 27 (17.31%) Data Architect
4 23 (14.74%) Platform Engineer
5 18 (11.54%) Developer
6 14 (8.97%) Big Data Engineer
6 14 (8.97%) Infrastructure Engineer
7 11 (7.05%) Artificial Intelligence Engineer
7 11 (7.05%) Data Scientist
8 10 (6.41%) Big Data Developer
9 9 (5.77%) DevOps Engineer
9 9 (5.77%) Platform Architect
9 9 (5.77%) Solutions Architect
10 7 (4.49%) Java Developer
10 7 (4.49%) Java Scala Developer
10 7 (4.49%) Scala Developer
11 6 (3.85%) Big Data Architect
11 6 (3.85%) Data Warehouse Developer
11 6 (3.85%) SQL Developer
11 6 (3.85%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 55 (35.26%) Spark Streaming
2 47 (30.13%) TensorFlow
3 21 (13.46%) Kafka
4 20 (12.82%) Natural Language Processing
5 18 (11.54%) MXNet
5 18 (11.54%) scikit-learn
6 9 (5.77%) PySpark
7 8 (5.13%) Elastic Stack
7 8 (5.13%) LDAP
8 7 (4.49%) Apache NiFi
8 7 (4.49%) OAuth
8 7 (4.49%) SAML
9 6 (3.85%) .NET
10 4 (2.56%) JSON
10 4 (2.56%) YAML
11 2 (1.28%) ServiceStack
12 1 (0.64%) ASP.NET
12 1 (0.64%) LAPP Stack
Miscellaneous
1 33 (21.15%) Blog
2 32 (20.51%) Acoustics
3 26 (16.67%) Analytical Skills
4 14 (8.97%) Enterprise Storage
5 11 (7.05%) Management Information System
6 9 (5.77%) Mainframe
7 8 (5.13%) Virtual Team
8 7 (4.49%) Data Centre
9 5 (3.21%) IBM Mainframe
10 4 (2.56%) Linux Command Line
10 4 (2.56%) User Experience
11 2 (1.28%) Self-Motivation
12 1 (0.64%) Algorithms
12 1 (0.64%) Replication
Operating Systems
1 41 (26.28%) Linux
2 20 (12.82%) Windows
3 18 (11.54%) Red Hat Enterprise Linux
4 14 (8.97%) CentOS
4 14 (8.97%) Fedora
4 14 (8.97%) Ubuntu
5 4 (2.56%) VME
Processes & Methodologies
1 96 (61.54%) Analytics
2 93 (59.62%) Agile Software Development
3 72 (46.15%) Artificial Intelligence
4 66 (42.31%) Configuration Management
5 61 (39.10%) Continuous Integration
6 58 (37.18%) ETL
6 58 (37.18%) Software Engineering
7 54 (34.62%) Data Analytics
8 51 (32.69%) Data Munging
9 50 (32.05%) Unit Testing
10 47 (30.13%) Translating Business Requirements
11 42 (26.92%) Data Engineering
12 40 (25.64%) Data Science
12 40 (25.64%) Machine Learning
13 36 (23.08%) Project Management
14 32 (20.51%) Image Processing
15 31 (19.87%) Data Modelling
16 28 (17.95%) Test Automation
16 28 (17.95%) Visualisation
17 23 (14.74%) DevOps
Programming Languages
1 109 (69.87%) Python
2 82 (52.56%) SQL
3 32 (20.51%) Java
4 25 (16.03%) Bash Shell
5 24 (15.38%) PowerShell
6 23 (14.74%) R
7 20 (12.82%) Scala
8 17 (10.90%) C
9 15 (9.62%) JavaScript
10 12 (7.69%) C#
11 11 (7.05%) T-SQL
12 7 (4.49%) Ruby
13 6 (3.85%) VB.NET
14 3 (1.92%) Shell Script
15 1 (0.64%) Go
15 1 (0.64%) Haskell
15 1 (0.64%) MATLAB
15 1 (0.64%) Perl
Qualifications
1 21 (13.46%) Security Cleared
2 19 (12.18%) DV Cleared
3 14 (8.97%) CCNA
3 14 (8.97%) Cisco Certification
3 14 (8.97%) CISSP
3 14 (8.97%) CompTIA Security+
3 14 (8.97%) GIAC
3 14 (8.97%) Linux+ Certification
3 14 (8.97%) MCSE
3 14 (8.97%) Microsoft Certification
3 14 (8.97%) Network+ Certification
3 14 (8.97%) SANS
3 14 (8.97%) SSCP
4 6 (3.85%) SC Cleared
5 2 (1.28%) Computer Science Degree
5 2 (1.28%) Degree
6 1 (0.64%) PhD
Quality Assurance & Compliance
1 25 (16.03%) Data Quality
2 7 (4.49%) QA
3 2 (1.28%) GDPR
4 1 (0.64%) ISO/IEC 27001
System Software
1 79 (50.64%) Docker
2 64 (41.03%) VirtualBox
3 14 (8.97%) NFS
3 14 (8.97%) Samba
3 14 (8.97%) VMware ESXi
3 14 (8.97%) VMware Infrastructure
3 14 (8.97%) Xen
4 11 (7.05%) HDFS
5 6 (3.85%) Apache Flume
6 1 (0.64%) Active Directory
6 1 (0.64%) Apache ZooKeeper
Systems Management
1 85 (54.49%) Ansible
2 68 (43.59%) Kubernetes
3 66 (42.31%) Docker Swarm
4 58 (37.18%) Terraform
5 23 (14.74%) Hadoop YARN
6 17 (10.90%) Puppet
7 14 (8.97%) Nagios
7 14 (8.97%) Oozie
7 14 (8.97%) OpenNMS
7 14 (8.97%) vCenter Server
7 14 (8.97%) ZABBIX
8 7 (4.49%) Ambari
8 7 (4.49%) Single Sign-On
9 1 (0.64%) logstash
Vendors
1 121 (77.56%) Cloudera
2 64 (41.03%) Google
3 47 (30.13%) IBM
4 40 (25.64%) Talend
5 38 (24.36%) Microsoft
6 37 (23.72%) Informatica
7 19 (12.18%) VMware
8 18 (11.54%) Databricks
8 18 (11.54%) Dataiku
9 14 (8.97%) Dell
9 14 (8.97%) EMC
9 14 (8.97%) NetApp
9 14 (8.97%) Red Hat
9 14 (8.97%) SolarWinds
10 10 (6.41%) Oracle
10 10 (6.41%) SAP
11 9 (5.77%) MapR
12 5 (3.21%) CA
12 5 (3.21%) Splunk
12 5 (3.21%) TIBCO