Period
to 16 September 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 16 September 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
16 Sep 2019
Same period 2018 Same period 2017
Rank 870 875 1034
Rank change year-on-year +5 +159 +19
Permanent jobs citing Hortonworks 223 295 187
As % of all permanent IT jobs advertised in the UK 0.16% 0.18% 0.11%
As % of the Vendors category 0.37% 0.41% 0.24%
Number of salaries quoted 170 176 152
UK median annual salary £76,750 £72,500 £60,000
Median salary % change year-on-year +5.86% +20.83% -4.00%
10th Percentile £53,750 £46,500 £45,000
90th Percentile £115,000 £104,375 £96,125
UK excluding London median annual salary £61,638 £65,000 £55,000
% change year-on-year -5.17% +18.18% -

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 60,303 71,453 78,764
As % of all permanent IT jobs advertised in the UK 42.81% 43.12% 44.66%
Number of salaries quoted 45,879 55,225 60,962
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +3.26%
10th Percentile £27,250 £27,000 £26,250
90th Percentile £82,500 £78,750 £75,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +1.19%

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 16 September 2019.

Salary histogram for Hortonworks in the UK

Hortonworks
Top 13 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 16 September 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 +17 215 £79,500 +9.66% 31
London +34 139 £97,500 +21.88% 21
UK excluding London +43 69 £61,638 -5.17% 11
South West +18 26 £61,500 -12.14% 3
North of England +30 17 £57,319 -0.32% 4
South East -3 16 £65,000 - 2
North West - 13 £61,000 - 4
West Midlands +41 4 £65,000 +30.00% 1
Midlands +25 4 £65,000 -10.34% 1
East of England +67 3 £60,000 +35.14%
Scotland - 3 £65,000 - 1
North East +17 2 £46,540 -31.05%
Yorkshire -1 2 £47,500 -

For the 6 months to 16 September 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.

1 183 (82.06%) Big Data
2 146 (65.47%) Apache Spark
2 146 (65.47%) Python
3 144 (64.57%) Hadoop
4 123 (55.16%) Agile Software Development
5 116 (52.02%) Cloudera
5 116 (52.02%) Analytics
6 106 (47.53%) Apache Hive
7 102 (45.74%) Kafka
8 91 (40.81%) Java
9 89 (39.91%) Docker
10 85 (38.12%) Ansible
10 85 (38.12%) SQL
11 83 (37.22%) AWS
12 82 (36.77%) Linux
13 81 (36.32%) Scala
13 81 (36.32%) Hadoop YARN
14 76 (34.08%) Azure
15 69 (30.94%) Data Analytics
16 64 (28.70%) NoSQL
17 62 (27.80%) Jenkins
18 52 (23.32%) ETL
19 48 (21.52%) Software Engineering
20 44 (19.73%) Use Case
20 44 (19.73%) Oozie
21 43 (19.28%) HBase
21 43 (19.28%) Data Warehouse
22 41 (18.39%) Scrum
22 41 (18.39%) Big Data Analytics
22 41 (18.39%) Kubernetes

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
1 146 (65.47%) Apache Spark
2 30 (13.45%) Apache Pig
3 28 (12.56%) Elasticsearch
4 12 (5.38%) Apache Solr
5 10 (4.48%) Confluence
6 9 (4.04%) Apache
7 6 (2.69%) SAS
8 2 (0.90%) Jupyter
8 2 (0.90%) nginx
9 1 (0.45%) OpenStack
Cloud Services
1 83 (37.22%) AWS
2 76 (34.08%) Azure
3 38 (17.04%) GCP
4 20 (8.97%) Amazon EMR
5 16 (7.17%) Amazon SageMaker
5 16 (7.17%) Power Platform
6 8 (3.59%) PaaS
7 7 (3.14%) IaaS
7 7 (3.14%) IBM Cloud
8 6 (2.69%) Amazon Kinesis
9 5 (2.24%) Amazon S3
9 5 (2.24%) Serverless
10 4 (1.79%) AWS Lambda
10 4 (1.79%) GitHub
11 3 (1.35%) Azure Machine Learning
11 3 (1.35%) Quay.io
12 2 (0.90%) Slack
13 1 (0.45%) Azure Data Factory
13 1 (0.45%) Data Lake Analytics
13 1 (0.45%) OpenShift
Communications & Networking
1 10 (4.48%) Kerberos
2 5 (2.24%) Firewall
2 5 (2.24%) SSL
2 5 (2.24%) VPN
3 3 (1.35%) HTTP
3 3 (1.35%) HTTPS
3 3 (1.35%) Internet
4 1 (0.45%) Broadband
Database & Business Intelligence
1 183 (82.06%) Big Data
2 144 (64.57%) Hadoop
3 106 (47.53%) Apache Hive
4 64 (28.70%) NoSQL
5 43 (19.28%) Data Warehouse
5 43 (19.28%) HBase
6 34 (15.25%) Apache Cassandra
7 31 (13.90%) Neo4j
8 30 (13.45%) Amazon Redshift
8 30 (13.45%) Impala
9 25 (11.21%) SQL Server
10 24 (10.76%) Spark SQL
11 23 (10.31%) PostgreSQL
12 22 (9.87%) Couchbase
12 22 (9.87%) Data Lake
13 20 (8.97%) CouchDB
13 20 (8.97%) Flink
14 19 (8.52%) Relational Database
15 16 (7.17%) Power BI
16 12 (5.38%) Azure SQL Data Warehouse
Development Applications
1 62 (27.80%) Jenkins
2 21 (9.42%) Atlassian Bamboo
2 21 (9.42%) JIRA
3 20 (8.97%) Git (software)
4 18 (8.07%) Artifactory
5 17 (7.62%) Vagrant
6 2 (0.90%) GitLab
6 2 (0.90%) Hudson
6 2 (0.90%) Sonatype Nexus
7 1 (0.45%) Bitbucket
7 1 (0.45%) GoCD
7 1 (0.45%) Gradle
7 1 (0.45%) Maven
7 1 (0.45%) RStudio
7 1 (0.45%) Selenium
7 1 (0.45%) SonarQube
General
1 39 (17.49%) Finance
2 32 (14.35%) Banking
3 24 (10.76%) Retail
4 15 (6.73%) Manufacturing
5 9 (4.04%) Front Office
6 6 (2.69%) Public Sector
7 5 (2.24%) Investment Banking
8 4 (1.79%) Automotive
9 3 (1.35%) Games
9 3 (1.35%) Legal
Job Titles
1 66 (29.60%) Developer
2 58 (26.01%) Data Engineer
3 44 (19.73%) Big Data Developer
4 34 (15.25%) Architect
4 34 (15.25%) Big Data Engineer
5 31 (13.90%) Scala Developer
6 30 (13.45%) Data Architect
7 27 (12.11%) Java Developer
7 27 (12.11%) Java Scala Developer
8 21 (9.42%) Big Data Architect
9 16 (7.17%) Senior Data Engineer
10 15 (6.73%) Platform Engineer
11 14 (6.28%) Consultant
11 14 (6.28%) Lead Developer
12 13 (5.83%) Data Scientist
13 12 (5.38%) Administrator
13 12 (5.38%) Data Warehouse Developer
14 11 (4.93%) DevOps Engineer
14 11 (4.93%) SQL Developer
15 10 (4.48%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 102 (45.74%) Kafka
2 32 (14.35%) Spark Streaming
3 26 (11.66%) Natural Language Processing
4 23 (10.31%) TensorFlow
5 17 (7.62%) scikit-learn
6 16 (7.17%) Apache NiFi
6 16 (7.17%) MXNet
7 15 (6.73%) JSON
7 15 (6.73%) PySpark
8 12 (5.38%) Elastic Stack
9 9 (4.04%) RabbitMQ
10 8 (3.59%) YAML
11 5 (2.24%) .NET
11 5 (2.24%) LDAP
11 5 (2.24%) OAuth
11 5 (2.24%) SAML
12 4 (1.79%) Apache Drill
12 4 (1.79%) Web Services
13 3 (1.35%) XML
13 3 (1.35%) XSLT
Miscellaneous
1 17 (7.62%) Analytical Skills
2 13 (5.83%) Blog
3 12 (5.38%) Acoustics
4 11 (4.93%) Linux Command Line
5 10 (4.48%) Enterprise Storage
6 6 (2.69%) Cloud Native
6 6 (2.69%) Data Centre
6 6 (2.69%) Greenfield Project
7 5 (2.24%) Algorithms
7 5 (2.24%) Derivative
8 4 (1.79%) Equities
9 2 (0.90%) FMCG
9 2 (0.90%) Life Science
9 2 (0.90%) Mainframe
9 2 (0.90%) Management Information System
9 2 (0.90%) Public Cloud
9 2 (0.90%) Replication
10 1 (0.45%) Data Structures
10 1 (0.45%) Self-Motivation
10 1 (0.45%) Virtual Team
Operating Systems
1 82 (36.77%) Linux
2 18 (8.07%) Red Hat Enterprise Linux
2 18 (8.07%) Windows
3 10 (4.48%) CentOS
3 10 (4.48%) Fedora
3 10 (4.48%) Ubuntu
4 8 (3.59%) Unix
5 2 (0.90%) CoreOS
5 2 (0.90%) SUSE Linux Enterprise Server
5 2 (0.90%) VME
Processes & Methodologies
1 123 (55.16%) Agile Software Development
2 116 (52.02%) Analytics
3 69 (30.94%) Data Analytics
4 52 (23.32%) ETL
5 48 (21.52%) Software Engineering
6 44 (19.73%) Use Case
7 41 (18.39%) Big Data Analytics
7 41 (18.39%) Scrum
8 40 (17.94%) Data Science
9 39 (17.49%) Machine Learning
10 38 (17.04%) Configuration Management
10 38 (17.04%) Continuous Integration
11 37 (16.59%) Artificial Intelligence
12 35 (15.70%) Data Ingestion
12 35 (15.70%) Kanban
13 34 (15.25%) Data Modelling
14 32 (14.35%) Test Automation
15 31 (13.90%) DevOps
16 30 (13.45%) Visualisation
17 29 (13.00%) MapReduce
Programming Languages
1 146 (65.47%) Python
2 91 (40.81%) Java
3 85 (38.12%) SQL
4 81 (36.32%) Scala
5 39 (17.49%) R
6 35 (15.70%) Bash Shell
7 30 (13.45%) PowerShell
8 20 (8.97%) JavaScript
9 14 (6.28%) C#
10 12 (5.38%) T-SQL
11 10 (4.48%) C
12 6 (2.69%) Shell Script
13 5 (2.24%) Ruby
14 3 (1.35%) Go
14 3 (1.35%) Perl
15 2 (0.90%) VB.NET
16 1 (0.45%) HiveQL
16 1 (0.45%) Pig Latin
Qualifications
1 17 (7.62%) Degree
2 14 (6.28%) Computer Science Degree
3 6 (2.69%) Security Cleared
4 5 (2.24%) PhD
5 2 (0.90%) SC Cleared
6 1 (0.45%) CCA
6 1 (0.45%) CCNA
6 1 (0.45%) Cisco Certification
6 1 (0.45%) CISSP
6 1 (0.45%) CompTIA Security+
6 1 (0.45%) DV Cleared
6 1 (0.45%) GIAC
6 1 (0.45%) Linux+ Certification
6 1 (0.45%) MCSE
6 1 (0.45%) Microsoft Certification
6 1 (0.45%) Network+ Certification
6 1 (0.45%) SANS
6 1 (0.45%) SSCP
Quality Assurance & Compliance
1 16 (7.17%) Data Quality
2 11 (4.93%) QA
3 4 (1.79%) GDPR
4 3 (1.35%) ISO/IEC 27001
5 1 (0.45%) MiFID
System Software
1 89 (39.91%) Docker
2 28 (12.56%) Apache Flume
3 27 (12.11%) VirtualBox
4 21 (9.42%) HDFS
5 10 (4.48%) NFS
5 10 (4.48%) Samba
5 10 (4.48%) VMware ESXi
5 10 (4.48%) VMware Infrastructure
5 10 (4.48%) Xen
6 7 (3.14%) Apache ZooKeeper
7 2 (0.90%) Virtual Servers
8 1 (0.45%) Active Directory
Systems Management
1 85 (38.12%) Ansible
2 81 (36.32%) Hadoop YARN
3 44 (19.73%) Oozie
4 41 (18.39%) Kubernetes
5 32 (14.35%) Docker Swarm
6 22 (9.87%) Terraform
7 21 (9.42%) Ambari
8 17 (7.62%) Puppet
9 10 (4.48%) Nagios
9 10 (4.48%) OpenNMS
9 10 (4.48%) vCenter Server
9 10 (4.48%) ZABBIX
10 7 (3.14%) logstash
11 6 (2.69%) Kibana
12 5 (2.24%) Single Sign-On
13 3 (1.35%) Opscode Chef
13 3 (1.35%) Prometheus
14 2 (0.90%) HAProxy
14 2 (0.90%) Host Intrusion Detection System
14 2 (0.90%) Network Intrusion Detection System
Vendors
1 116 (52.02%) Cloudera
2 38 (17.04%) Google
3 36 (16.14%) Databricks
3 36 (16.14%) Microsoft
4 31 (13.90%) MapR
5 23 (10.31%) VMware
6 21 (9.42%) Talend
7 19 (8.52%) Informatica
8 16 (7.17%) Dataiku
9 14 (6.28%) Teradata
10 12 (5.38%) Oracle
11 10 (4.48%) Dell
11 10 (4.48%) EMC
11 10 (4.48%) IBM
11 10 (4.48%) NetApp
11 10 (4.48%) Red Hat
11 10 (4.48%) SolarWinds
11 10 (4.48%) Splunk
12 9 (4.04%) LogicMonitor
12 9 (4.04%) Moogsoft