Period
to 20 January 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 20 January 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
20 Jan 2019
Same period 2018 Same period 2017
Rank 799 994 1063
Rank change year-on-year +195 +69 +69
Permanent jobs citing Hortonworks 323 186 132
As % of all permanent IT jobs advertised in the UK 0.22% 0.11% 0.075%
As % of the Vendors category 0.51% 0.24% 0.17%
Number of salaries quoted 232 143 101
UK median annual salary £76,400 £70,000 £75,000
Median salary % change year-on-year +9.14% -6.67% +25.00%
10th Percentile £47,500 £45,000 £48,750
90th Percentile £106,125 £97,500 £90,000
UK excluding London median annual salary £64,177 £57,500 £75,000
% change year-on-year +11.61% -23.33% +30.43%

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 63,456 76,782 77,560
As % of all permanent IT jobs advertised in the UK 42.43% 44.35% 43.81%
Number of salaries quoted 48,722 60,116 62,446
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £27,500 £26,250 £26,250
90th Percentile £81,250 £75,750 £75,000
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +2.41%

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 20 January 2019.

Salary histogram for Hortonworks in the UK

Hortonworks
Top 14 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 20 January 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 +209 321 £76,400 +9.14% 43
London +145 212 £85,000 +21.43% 26
UK excluding London +110 105 £64,177 +11.61% 18
North of England +47 33 £63,354 +10.18% 8
South East +55 31 £72,500 +31.82% 2
East of England +40 18 £53,750 -28.33% 1
Yorkshire - 15 £49,337 - 1
South West +24 14 £62,500 -34.21% 4
North East - 10 £49,337 -
North West +13 8 £83,198 +44.69% 7
Midlands - 7 £72,500 - 2
East Midlands - 4 £72,500 -
West Midlands - 3 £52,500 - 2
Scotland +10 2 £68,750 - 1

For the 6 months to 20 January 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.

1 288 (89.16%) Big Data
2 273 (84.52%) Hadoop
3 254 (78.64%) Apache Spark
4 213 (65.94%) Python
5 204 (63.16%) Cloudera
6 199 (61.61%) Apache Hive
7 196 (60.68%) Java
8 195 (60.37%) Agile Software Development
9 194 (60.06%) Kafka
10 186 (57.59%) Scala
11 174 (53.87%) NoSQL
12 169 (52.32%) HBase
13 150 (46.44%) Apache Cassandra
14 149 (46.13%) Amazon AWS
15 145 (44.89%) ETL
16 141 (43.65%) Analytics
17 127 (39.32%) Oozie
18 115 (35.60%) SQL
19 112 (34.67%) Apache Flume
20 111 (34.37%) MapR
21 106 (32.82%) Data Science
22 90 (27.86%) Hadoop YARN
23 87 (26.93%) Scrum
24 86 (26.63%) Data Modelling
24 86 (26.63%) Impala
25 84 (26.01%) Elasticsearch
25 84 (26.01%) Microsoft Azure
26 82 (25.39%) MapReduce
26 82 (25.39%) Databricks
27 81 (25.08%) Amazon Redshift

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
1 254 (78.64%) Apache Spark
2 84 (26.01%) Elasticsearch
3 78 (24.15%) Apache Pig
4 49 (15.17%) Apache Solr
5 47 (14.55%) Apache
6 9 (2.79%) SAS
7 4 (1.24%) Confluence
8 2 (0.62%) GemFire
8 2 (0.62%) nginx
9 1 (0.31%) Apache Airflow
9 1 (0.31%) Jupyter
Applications
1 3 (0.93%) SPSS
2 1 (0.31%) Chatbot
Cloud Services
1 149 (46.13%) Amazon AWS
2 84 (26.01%) Microsoft Azure
3 45 (13.93%) GitHub
4 31 (9.60%) Amazon EMR
5 28 (8.67%) Google Cloud Platform
6 17 (5.26%) Azure Data Factory
7 13 (4.02%) Amazon SageMaker
8 11 (3.41%) Amazon S3
9 9 (2.79%) Amazon EC2
9 9 (2.79%) AWS Data Pipeline
9 9 (2.79%) AWS Lambda
10 7 (2.17%) Amazon Kinesis
11 5 (1.55%) Cloud Computing
12 4 (1.24%) IBM Cloud
12 4 (1.24%) PaaS
13 3 (0.93%) Azure Machine Learning
13 3 (0.93%) IaaS
14 2 (0.62%) Amazon CloudWatch
14 2 (0.62%) Slack
15 1 (0.31%) Data Lake Analytics
Communications & Networking
1 11 (3.41%) Internet
2 9 (2.79%) Kerberos
3 5 (1.55%) HTTP
4 4 (1.24%) Firewall
4 4 (1.24%) SSL
4 4 (1.24%) VPN
5 3 (0.93%) TCP/IP
6 2 (0.62%) VLAN
7 1 (0.31%) Broadband
7 1 (0.31%) HTTPS
Database & Business Intelligence
1 288 (89.16%) Big Data
2 273 (84.52%) Hadoop
3 199 (61.61%) Apache Hive
4 174 (53.87%) NoSQL
5 169 (52.32%) HBase
6 150 (46.44%) Apache Cassandra
7 86 (26.63%) Impala
8 81 (25.08%) Amazon Redshift
9 74 (22.91%) Couchbase
10 71 (21.98%) Flink
11 68 (21.05%) CouchDB
12 63 (19.50%) MongoDB
13 55 (17.03%) Spark SQL
14 54 (16.72%) Data Warehouse
15 41 (12.69%) Sqoop
16 35 (10.84%) Data Lake
16 35 (10.84%) SQL Server
17 32 (9.91%) Relational Database
18 28 (8.67%) SQL Server Integration Services
19 24 (7.43%) SQL Server Reporting Services
Development Applications
1 40 (12.38%) Jenkins
2 20 (6.19%) Git (software)
3 13 (4.02%) Atlassian Bamboo
3 13 (4.02%) Vagrant
4 10 (3.10%) JIRA
4 10 (3.10%) JUnit
5 6 (1.86%) Eclipse
5 6 (1.86%) GitLab
6 4 (1.24%) Artifactory
6 4 (1.24%) Subversion
6 4 (1.24%) Team Foundation Server
6 4 (1.24%) TeamCity
6 4 (1.24%) Travis CI
7 3 (0.93%) Maven
8 2 (0.62%) CircleCI
8 2 (0.62%) Cucumber
8 2 (0.62%) FindBugs
8 2 (0.62%) IntelliJ
8 2 (0.62%) PowerDesigner
9 1 (0.31%) SonarQube
General
1 46 (14.24%) Finance
2 34 (10.53%) Banking
3 26 (8.05%) Retail
4 19 (5.88%) Games
5 12 (3.72%) Advertising
5 12 (3.72%) Investment Banking
5 12 (3.72%) Marketing
6 7 (2.17%) Manufacturing
6 7 (2.17%) Pharmaceutical
7 3 (0.93%) Aerospace
7 3 (0.93%) Legal
7 3 (0.93%) Telecoms
8 2 (0.62%) Financial Institution
9 1 (0.31%) Electronics
9 1 (0.31%) French Language
9 1 (0.31%) German Language
Job Titles
1 167 (51.70%) Data Engineer
2 132 (40.87%) Big Data Engineer
3 43 (13.31%) Architect
4 40 (12.38%) Data Architect
5 38 (11.76%) Developer
6 35 (10.84%) Senior Data Engineer
7 24 (7.43%) Python Engineer
8 20 (6.19%) Big Data Developer
9 19 (5.88%) Big Data Architect
10 18 (5.57%) Games Engineer
11 15 (4.64%) Data Scientist
12 14 (4.33%) Hadoop Engineer
13 11 (3.41%) Hadoop Developer
14 10 (3.10%) Administrator
14 10 (3.10%) Consultant
14 10 (3.10%) Head of Digital
15 8 (2.48%) Data Consultant
15 8 (2.48%) Java Engineer
15 8 (2.48%) Senior Developer
16 7 (2.17%) Hadoop Administrator
Libraries, Frameworks & Software Standards
1 194 (60.06%) Kafka
2 65 (20.12%) Spark Streaming
3 25 (7.74%) .NET
4 20 (6.19%) PySpark
5 18 (5.57%) TensorFlow
6 15 (4.64%) scikit-learn
7 13 (4.02%) MXNet
7 13 (4.02%) Natural Language Processing
8 12 (3.72%) Apache NiFi
9 11 (3.41%) Elastic Stack
10 10 (3.10%) Web Services
11 9 (2.79%) Middleware
11 9 (2.79%) Rendezvous
11 9 (2.79%) RESTful
12 6 (1.86%) AngularJS
12 6 (1.86%) JSON
12 6 (1.86%) MLlib
12 6 (1.86%) RabbitMQ
12 6 (1.86%) React
13 5 (1.55%) REST
Miscellaneous
1 40 (12.38%) Analytical Skills
2 11 (3.41%) Algorithms
3 10 (3.10%) Fintech
4 9 (2.79%) Data Structures
5 8 (2.48%) Cybercrime
5 8 (2.48%) Life Science
6 7 (2.17%) Virtual Team
7 6 (1.86%) Acoustics
7 6 (1.86%) Blog
8 5 (1.55%) Derivative
8 5 (1.55%) Greenfield Project
8 5 (1.55%) Market Risk
8 5 (1.55%) Wiki
9 4 (1.24%) Enterprise Storage
9 4 (1.24%) Linux Command Line
10 3 (0.93%) PMI
10 3 (0.93%) Social Network
11 2 (0.62%) Mainframe
11 2 (0.62%) User Experience
12 1 (0.31%) Private Cloud
Operating Systems
1 74 (22.91%) Linux
2 54 (16.72%) Unix
3 20 (6.19%) Windows
4 19 (5.88%) Red Hat Enterprise Linux
5 18 (5.57%) CentOS
6 14 (4.33%) Fedora
6 14 (4.33%) Ubuntu
7 2 (0.62%) CoreOS
7 2 (0.62%) DC/OS
Processes & Methodologies
1 195 (60.37%) Agile Software Development
2 145 (44.89%) ETL
3 141 (43.65%) Analytics
4 106 (32.82%) Data Science
5 87 (26.93%) Scrum
6 86 (26.63%) Data Modelling
7 82 (25.39%) MapReduce
8 77 (23.84%) Machine Learning
9 71 (21.98%) Kanban
10 64 (19.81%) Data Integration
11 62 (19.20%) Data Engineering
12 56 (17.34%) DevOps
13 52 (16.10%) Data Analysis
14 47 (14.55%) Software Engineering
15 46 (14.24%) Mentoring
16 43 (13.31%) Continuous Integration
17 41 (12.69%) Coaching
18 39 (12.07%) Configuration Management
19 37 (11.46%) Artificial Intelligence
19 37 (11.46%) Data Architecture
Programming Languages
1 213 (65.94%) Python
2 196 (60.68%) Java
3 186 (57.59%) Scala
4 115 (35.60%) SQL
5 31 (9.60%) R
6 29 (8.98%) Bash Shell
7 25 (7.74%) C#
8 22 (6.81%) JavaScript
9 17 (5.26%) PowerShell
10 9 (2.79%) Shell Script
11 7 (2.17%) Perl
12 6 (1.86%) Haskell
13 5 (1.55%) C
13 5 (1.55%) T-SQL
14 4 (1.24%) Go
15 3 (0.93%) HiveQL
15 3 (0.93%) Ruby
15 3 (0.93%) VB.NET
16 1 (0.31%) C++
16 1 (0.31%) MATLAB
Qualifications
1 24 (7.43%) Degree
2 19 (5.88%) Security Cleared
3 13 (4.02%) DV Cleared
4 12 (3.72%) Computer Science Degree
5 5 (1.55%) CCNA
5 5 (1.55%) Cisco Certification
5 5 (1.55%) CISSP
5 5 (1.55%) CompTIA Security+
5 5 (1.55%) GIAC
5 5 (1.55%) Linux+ Certification
5 5 (1.55%) MCSE
5 5 (1.55%) Microsoft Certification
5 5 (1.55%) Network+ Certification
5 5 (1.55%) SANS
5 5 (1.55%) SSCP
6 3 (0.93%) Master's Degree
6 3 (0.93%) PMI Certification
7 2 (0.62%) ISEB
7 2 (0.62%) PhD
Quality Assurance & Compliance
1 27 (8.36%) QA
2 11 (3.41%) MiFID
3 9 (2.79%) Data Quality
4 7 (2.17%) GDPR
5 3 (0.93%) COBIT
5 3 (0.93%) ISO/IEC 27001
5 3 (0.93%) PMO
6 2 (0.62%) IFRS
6 2 (0.62%) Solvency II
7 1 (0.31%) SLA
System Software
1 112 (34.67%) Apache Flume
2 78 (24.15%) HDFS
3 54 (16.72%) Docker
4 27 (8.36%) VirtualBox
5 19 (5.88%) Apache ZooKeeper
6 14 (4.33%) VMware ESXi
6 14 (4.33%) VMware Infrastructure
6 14 (4.33%) Xen
7 7 (2.17%) Active Directory
8 4 (1.24%) NFS
8 4 (1.24%) Samba
8 4 (1.24%) Virtual Machines
Systems Management
1 127 (39.32%) Oozie
2 90 (27.86%) Hadoop YARN
3 47 (14.55%) Ansible
4 42 (13.00%) Kubernetes
5 27 (8.36%) Docker Swarm
6 26 (8.05%) Kibana
7 21 (6.50%) Puppet
8 20 (6.19%) logstash
9 16 (4.95%) Prometheus
10 15 (4.64%) Terraform
11 14 (4.33%) Ambari
11 14 (4.33%) Nagios
11 14 (4.33%) OpenNMS
11 14 (4.33%) vCenter Server
11 14 (4.33%) ZABBIX
12 12 (3.72%) Grafana
13 5 (1.55%) Opscode Chef
14 4 (1.24%) Rundeck
15 2 (0.62%) HAProxy
16 1 (0.31%) Mesos
Vendors
1 204 (63.16%) Cloudera
2 111 (34.37%) MapR
3 82 (25.39%) Databricks
4 50 (15.48%) Oracle
5 45 (13.93%) Microsoft
6 31 (9.60%) Google
7 27 (8.36%) Tableau
8 18 (5.57%) WorldPay
9 17 (5.26%) Informatica
10 16 (4.95%) Red Hat
11 15 (4.64%) VMware
12 14 (4.33%) Alteryx
12 14 (4.33%) SolarWinds
13 13 (4.02%) Dataiku
14 11 (3.41%) Talend
15 10 (3.10%) CA
16 9 (2.79%) Solace
16 9 (2.79%) TIBCO
17 7 (2.17%) IBM
17 7 (2.17%) Teradata