Period
to 14 November 2019

The table below provides summary statistics for permanent job vacancies 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 14 November 2019 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
6 months to
14 Nov 2019
Same period 2018 Same period 2017
Rank 858 825 1031
Rank change year-on-year -33 +206 +17
Permanent jobs citing Hortonworks 196 325 186
As % of all permanent IT jobs advertised in the UK 0.14% 0.20% 0.10%
As % of the Vendors category 0.34% 0.46% 0.23%
Number of salaries quoted 148 221 148
UK median annual salary £79,500 £77,500 £62,500
Median salary % change year-on-year +2.58% +24.00% -10.71%
10th Percentile £50,000 £46,500 £45,000
90th Percentile £115,000 £110,000 £97,650
UK excluding London median annual salary £60,000 £72,500 £55,000
% change year-on-year -17.24% +31.82% -18.52%

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.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 58,208 70,008 80,362
As % of all permanent IT jobs advertised in the UK 42.45% 42.80% 44.46%
Number of salaries quoted 44,470 54,279 62,162
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +3.26%
10th Percentile £27,250 £27,250 £26,250
90th Percentile £82,500 £80,000 £75,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

Hortonworks
Job Vacancy Trend

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

Job vacancy trend for Hortonworks in the UK

Hortonworks
Salary Trend

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

Salary trend for Hortonworks in the UK

Hortonworks
Salary Histogram

The salary distribution of IT jobs citing Hortonworks over the 6 months to 14 November 2019.

Salary histogram for Hortonworks in the UK

Hortonworks
Top 11 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hortonworks within the UK over the 6 months to 14 November 2019. 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 -18 187 £79,500 +2.58% 16
London +9 132 £90,000 +9.09% 13
UK excluding London +15 48 £60,000 -17.24% 6
South East +10 17 £70,000 -1.75% 2
South West +12 15 £59,050 -12.52% 1
North of England +42 10 £54,486 -28.68%
North West +36 10 £54,486 -28.68%
East of England +35 3 £60,000 +35.14%
Scotland - 2 £62,273 - 3
Midlands +49 1 £65,000 -10.34%
West Midlands +34 1 £65,000 -13.33%

For the 6 months to 14 November 2019, 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 with a requirement for Hortonworks.

1 155 (79.08%) Big Data
2 134 (68.37%) Hadoop
3 130 (66.33%) Apache Spark
4 123 (62.76%) Cloudera
5 122 (62.24%) Python
6 118 (60.20%) Analytics
7 96 (48.98%) Azure
8 94 (47.96%) Agile Software Development
9 92 (46.94%) Ansible
10 91 (46.43%) Docker
11 90 (45.92%) Apache Hive
12 86 (43.88%) SQL
13 85 (43.37%) AWS
14 80 (40.82%) Linux
15 68 (34.69%) Data Analytics
16 67 (34.18%) NoSQL
16 67 (34.18%) Java
17 63 (32.14%) Jenkins
18 59 (30.10%) ETL
18 59 (30.10%) Software Engineering
18 59 (30.10%) Hadoop YARN
19 58 (29.59%) Artificial Intelligence
19 58 (29.59%) Kafka
20 52 (26.53%) Google
21 49 (25.00%) Kubernetes
22 47 (23.98%) Configuration Management
23 46 (23.47%) Neo4j
24 45 (22.96%) Docker Swarm
25 44 (22.45%) GCP
26 43 (21.94%) VirtualBox

Hortonworks
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
1 130 (66.33%) Apache Spark
2 13 (6.63%) Apache
2 13 (6.63%) Apache Pig
3 6 (3.06%) Elasticsearch
4 4 (2.04%) Confluence
5 1 (0.51%) Apache Solr
5 1 (0.51%) Jupyter
5 1 (0.51%) SAS
Cloud Services
1 96 (48.98%) Azure
2 85 (43.37%) AWS
3 44 (22.45%) GCP
4 31 (15.82%) Amazon EMR
5 21 (10.71%) IBM Cloud
6 20 (10.20%) PaaS
7 18 (9.18%) Amazon SageMaker
8 13 (6.63%) IaaS
8 13 (6.63%) Serverless
9 11 (5.61%) AWS Lambda
10 6 (3.06%) Azure Machine Learning
11 3 (1.53%) Power Platform
12 2 (1.02%) Azure Functions
13 1 (0.51%) Amazon S3
13 1 (0.51%) GitHub
Communications & Networking
1 16 (8.16%) Kerberos
2 12 (6.12%) VPN
3 11 (5.61%) Firewall
4 9 (4.59%) SSL
5 7 (3.57%) HTTP
5 7 (3.57%) HTTPS
6 4 (2.04%) ATM
7 1 (0.51%) Broadband
Database & Business Intelligence
1 155 (79.08%) Big Data
2 134 (68.37%) Hadoop
3 90 (45.92%) Apache Hive
4 67 (34.18%) NoSQL
5 46 (23.47%) Neo4j
6 28 (14.29%) Data Warehouse
6 28 (14.29%) HBase
7 27 (13.78%) Amazon Redshift
8 25 (12.76%) PostgreSQL
9 23 (11.73%) MongoDB
10 21 (10.71%) Amazon Athena
11 20 (10.20%) Electronic Patient Records
12 17 (8.67%) Spark SQL
13 16 (8.16%) Relational Database
14 14 (7.14%) Apache Cassandra
14 14 (7.14%) SAP HANA
14 14 (7.14%) SQL Server
14 14 (7.14%) Sqoop
15 13 (6.63%) IBM InfoSphere
16 10 (5.10%) Cosmos DB
Development Applications
1 63 (32.14%) Jenkins
2 33 (16.84%) Atlassian Bamboo
2 33 (16.84%) Vagrant
3 18 (9.18%) JIRA
4 10 (5.10%) Git (software)
5 9 (4.59%) Artifactory
6 7 (3.57%) kappa
7 1 (0.51%) Bitbucket
7 1 (0.51%) GoCD
7 1 (0.51%) Maven
7 1 (0.51%) RStudio
7 1 (0.51%) Selenium
7 1 (0.51%) SonarQube
7 1 (0.51%) Sonatype Nexus
General
1 32 (16.33%) Banking
2 31 (15.82%) Finance
3 26 (13.27%) Retail
4 25 (12.76%) Public Sector
5 22 (11.22%) Manufacturing
6 9 (4.59%) Automotive
7 8 (4.08%) Front Office
8 5 (2.55%) Investment Banking
9 4 (2.04%) Legal
9 4 (2.04%) Marketing
Job Titles
1 51 (26.02%) Data Engineer
2 48 (24.49%) Architect
3 37 (18.88%) Data Architect
3 37 (18.88%) Developer
4 28 (14.29%) Big Data Developer
5 26 (13.27%) Scala Developer
6 22 (11.22%) Java Developer
6 22 (11.22%) Java Scala Developer
7 18 (9.18%) Platform Engineer
8 17 (8.67%) Big Data Architect
8 17 (8.67%) Big Data Engineer
9 14 (7.14%) Senior Data Engineer
10 13 (6.63%) DevOps Engineer
11 12 (6.12%) Data Scientist
11 12 (6.12%) QA Engineer
11 12 (6.12%) Senior QA Engineer
12 11 (5.61%) Artificial Intelligence Engineer
12 11 (5.61%) Consultant
13 10 (5.10%) Administrator
13 10 (5.10%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 58 (29.59%) Kafka
2 39 (19.90%) Spark Streaming
3 29 (14.80%) TensorFlow
4 19 (9.69%) Natural Language Processing
5 18 (9.18%) MXNet
5 18 (9.18%) scikit-learn
6 15 (7.65%) Apache NiFi
7 14 (7.14%) JSON
8 13 (6.63%) PySpark
9 12 (6.12%) Elastic Stack
9 12 (6.12%) LDAP
9 12 (6.12%) OAuth
9 12 (6.12%) SAML
10 11 (5.61%) YAML
11 4 (2.04%) Apache Drill
11 4 (2.04%) RabbitMQ
12 2 (1.02%) ServiceStack
13 1 (0.51%) LAPP Stack
13 1 (0.51%) Play Framework
13 1 (0.51%) REST
Miscellaneous
1 20 (10.20%) Blog
2 19 (9.69%) Acoustics
3 13 (6.63%) Analytical Skills
3 13 (6.63%) Linux Command Line
3 13 (6.63%) Mainframe
4 12 (6.12%) Data Centre
5 10 (5.10%) Enterprise Storage
5 10 (5.10%) Management Information System
6 7 (3.57%) IBM Mainframe
6 7 (3.57%) Virtual Team
7 4 (2.04%) Derivative
7 4 (2.04%) User Experience
8 3 (1.53%) Equities
9 2 (1.02%) Self-Motivation
10 1 (0.51%) Data Structures
10 1 (0.51%) Equity Derivative
10 1 (0.51%) Foreign Exchange (FX)
10 1 (0.51%) Greenfield Project
10 1 (0.51%) Replication
Operating Systems
1 80 (40.82%) Linux
2 22 (11.22%) Windows
3 21 (10.71%) Red Hat Enterprise Linux
4 10 (5.10%) CentOS
4 10 (5.10%) Fedora
4 10 (5.10%) Ubuntu
5 6 (3.06%) VME
6 4 (2.04%) Unix
7 2 (1.02%) SUSE Linux Enterprise Server
Processes & Methodologies
1 118 (60.20%) Analytics
2 94 (47.96%) Agile Software Development
3 68 (34.69%) Data Analytics
4 59 (30.10%) ETL
4 59 (30.10%) Software Engineering
5 58 (29.59%) Artificial Intelligence
6 47 (23.98%) Configuration Management
7 42 (21.43%) Use Case
8 41 (20.92%) Machine Learning
9 37 (18.88%) Big Data Analytics
9 37 (18.88%) Data Munging
9 37 (18.88%) Translating Business Requirements
10 35 (17.86%) Continuous Integration
10 35 (17.86%) DevOps
11 34 (17.35%) Unit Testing
11 34 (17.35%) Visualisation
12 33 (16.84%) Data Ingestion
13 32 (16.33%) Data Modelling
14 31 (15.82%) Data Science
15 30 (15.31%) Data Engineering
Programming Languages
1 122 (62.24%) Python
2 86 (43.88%) SQL
3 67 (34.18%) Java
4 42 (21.43%) Scala
5 36 (18.37%) Bash Shell
6 21 (10.71%) PowerShell
7 19 (9.69%) R
8 17 (8.67%) JavaScript
9 13 (6.63%) C#
10 12 (6.12%) C
10 12 (6.12%) Ruby
11 5 (2.55%) Shell Script
12 4 (2.04%) T-SQL
13 3 (1.53%) Perl
14 1 (0.51%) Haskell
14 1 (0.51%) HiveQL
14 1 (0.51%) Pig Latin
Qualifications
1 11 (5.61%) Security Cleared
2 10 (5.10%) Degree
3 9 (4.59%) Computer Science Degree
4 8 (4.08%) DV Cleared
5 7 (3.57%) SC Cleared
6 1 (0.51%) CCA
6 1 (0.51%) CCNA
6 1 (0.51%) Cisco Certification
6 1 (0.51%) CISSP
6 1 (0.51%) CompTIA Security+
6 1 (0.51%) GIAC
6 1 (0.51%) Linux+ Certification
6 1 (0.51%) MCSE
6 1 (0.51%) Microsoft Certification
6 1 (0.51%) Network+ Certification
6 1 (0.51%) SANS
6 1 (0.51%) SSCP
Quality Assurance & Compliance
1 32 (16.33%) Data Quality
2 13 (6.63%) QA
3 6 (3.06%) GDPR
4 4 (2.04%) ISO/IEC 27001
System Software
1 91 (46.43%) Docker
2 43 (21.94%) VirtualBox
3 19 (9.69%) HDFS
4 10 (5.10%) NFS
4 10 (5.10%) Samba
4 10 (5.10%) VMware ESXi
4 10 (5.10%) VMware Infrastructure
4 10 (5.10%) Xen
5 3 (1.53%) Apache Flume
6 1 (0.51%) Active Directory
6 1 (0.51%) Virtual Servers
Systems Management
1 92 (46.94%) Ansible
2 59 (30.10%) Hadoop YARN
3 49 (25.00%) Kubernetes
4 45 (22.96%) Docker Swarm
5 40 (20.41%) Terraform
6 31 (15.82%) Oozie
7 24 (12.24%) Ambari
8 14 (7.14%) Puppet
9 12 (6.12%) Single Sign-On
10 10 (5.10%) Nagios
10 10 (5.10%) OpenNMS
10 10 (5.10%) vCenter Server
10 10 (5.10%) ZABBIX
11 1 (0.51%) Grafana
11 1 (0.51%) logstash
Vendors
1 123 (62.76%) Cloudera
2 52 (26.53%) Google
3 36 (18.37%) Microsoft
4 34 (17.35%) IBM
5 31 (15.82%) Talend
6 26 (13.27%) VMware
7 25 (12.76%) Informatica
8 18 (9.18%) Databricks
8 18 (9.18%) Dataiku
9 14 (7.14%) SAP
10 13 (6.63%) Splunk
11 12 (6.12%) MapR
12 11 (5.61%) LogicMonitor
12 11 (5.61%) Moogsoft
13 10 (5.10%) Dell
13 10 (5.10%) EMC
13 10 (5.10%) NetApp
13 10 (5.10%) Oracle
13 10 (5.10%) Red Hat
13 10 (5.10%) SolarWinds