Period
to 15 October 2018

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 15 October 2018 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
15 Oct 2018
Same period 2017 Same period 2016
Rank 831 1004 1030
Rank change year-on-year +173 +26 +153
Permanent jobs citing Hortonworks 318 176 201
As % of all permanent IT jobs advertised in the UK 0.19% 0.10% 0.11%
As % of the Vendors category 0.45% 0.23% 0.24%
Number of salaries quoted 205 141 127
UK median annual salary £75,000 £60,000 £67,500
Median salary % change year-on-year +25.00% -11.11% +23.25%
10th Percentile £46,500 £40,500 £46,250
90th Percentile £103,000 £92,500 £92,500
UK excluding London median annual salary £72,500 £55,000 £63,750
% change year-on-year +31.82% -13.73% +32.81%

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 70,487 77,165 83,717
As % of all permanent IT jobs advertised in the UK 42.83% 44.39% 43.96%
Number of salaries quoted 54,645 59,744 67,667
UK median annual salary £50,000 £47,500 £46,000
Median salary % change year-on-year +5.26% +3.26% +2.22%
10th Percentile £27,000 £26,250 £26,250
90th Percentile £80,000 £75,000 £75,000
UK excluding London median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% +5.00%

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 15 October 2018.

Salary histogram for Hortonworks in the UK

Hortonworks
Top 12 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 15 October 2018. 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 +166 315 £75,000 +25.00% 54
London +123 201 £80,000 +18.52% 36
UK excluding London +75 109 £72,500 +31.82% 20
South East +32 59 £70,000 +27.27% 3
East of England +40 26 £44,400 -11.20% 2
South West +16 14 £70,000 -12.50% 6
North of England +16 5 £76,400 +71.69% 4
Midlands - 5 £72,500 - 3
North West -5 4 £76,400 +71.69% 2
East Midlands - 4 £72,500 - 3
Yorkshire - 1 £47,500 - 2
West Midlands - 1 £75,000 -

For the 6 months to 15 October 2018, 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.

1 275 (86.48%) Hadoop
2 255 (80.19%) Big Data
3 214 (67.30%) Apache Spark
4 195 (61.32%) Python
5 175 (55.03%) Cloudera
6 173 (54.40%) Java
7 171 (53.77%) Apache Hive
8 160 (50.31%) Kafka
9 152 (47.80%) Scala
10 140 (44.03%) Agile Software Development
11 134 (42.14%) Analytics
12 128 (40.25%) Amazon AWS
12 128 (40.25%) ETL
13 126 (39.62%) NoSQL
14 117 (36.79%) HBase
15 110 (34.59%) Data Science
16 99 (31.13%) Apache Cassandra
17 94 (29.56%) Linux
18 88 (27.67%) SQL
19 86 (27.04%) MapR
20 82 (25.79%) Microsoft Azure
21 79 (24.84%) Impala
22 77 (24.21%) MapReduce
22 77 (24.21%) Continuous Integration
23 76 (23.90%) Apache Flume
24 75 (23.58%) Jenkins
24 75 (23.58%) HDFS
25 74 (23.27%) Machine Learning
26 69 (21.70%) Data Modelling
27 64 (20.13%) Analytical Skills

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
1 214 (67.30%) Apache Spark
2 58 (18.24%) Apache
3 45 (14.15%) Apache Pig
4 42 (13.21%) Elasticsearch
5 21 (6.60%) Apache Solr
6 13 (4.09%) Confluence
7 8 (2.52%) SAS
8 4 (1.26%) Jupyter
9 2 (0.63%) GemFire
10 1 (0.31%) nginx
10 1 (0.31%) Tomcat
Applications
1 4 (1.26%) Chatbot
2 1 (0.31%) SPSS
Cloud Services
1 128 (40.25%) Amazon AWS
2 82 (25.79%) Microsoft Azure
3 42 (13.21%) Amazon EMR
4 35 (11.01%) Google Cloud Platform
5 18 (5.66%) Amazon Kinesis
6 15 (4.72%) Azure Data Factory
6 15 (4.72%) IBM Cloud
7 14 (4.40%) Amazon SageMaker
8 7 (2.20%) Amazon EC2
9 4 (1.26%) Azure Machine Learning
9 4 (1.26%) GitHub
9 4 (1.26%) PaaS
10 3 (0.94%) Amazon S3
10 3 (0.94%) AWS Data Pipeline
10 3 (0.94%) AWS Lambda
10 3 (0.94%) Cloud Computing
10 3 (0.94%) SaaS
11 2 (0.63%) Amazon CloudWatch
12 1 (0.31%) Cloudflare
12 1 (0.31%) Slack
Communications & Networking
1 23 (7.23%) Kerberos
2 8 (2.52%) TCP/IP
3 5 (1.57%) Broadband
4 4 (1.26%) Firewall
4 4 (1.26%) SSL
5 3 (0.94%) HTTP
5 3 (0.94%) VPN
6 2 (0.63%) VLAN
7 1 (0.31%) Reverse Proxy
Database & Business Intelligence
1 275 (86.48%) Hadoop
2 255 (80.19%) Big Data
3 171 (53.77%) Apache Hive
4 126 (39.62%) NoSQL
5 117 (36.79%) HBase
6 99 (31.13%) Apache Cassandra
7 79 (24.84%) Impala
8 58 (18.24%) Data Warehouse
9 51 (16.04%) MongoDB
10 48 (15.09%) Amazon Redshift
11 46 (14.47%) Relational Database
11 46 (14.47%) Sqoop
12 38 (11.95%) SQL Server
13 33 (10.38%) Couchbase
13 33 (10.38%) Flink
14 32 (10.06%) Data Lake
15 31 (9.75%) CouchDB
16 30 (9.43%) PostgreSQL
16 30 (9.43%) SQL Server Integration Services
17 25 (7.86%) Neo4j
Development Applications
1 75 (23.58%) Jenkins
2 42 (13.21%) Git (software)
3 24 (7.55%) Atlassian Bamboo
3 24 (7.55%) TeamCity
3 24 (7.55%) Vagrant
4 22 (6.92%) JUnit
5 17 (5.35%) JIRA
6 6 (1.89%) CircleCI
7 4 (1.26%) Eclipse
8 3 (0.94%) GitLab
8 3 (0.94%) Maven
8 3 (0.94%) Subversion
8 3 (0.94%) Team Foundation Server
9 2 (0.63%) Artifactory
9 2 (0.63%) RStudio
9 2 (0.63%) Travis CI
10 1 (0.31%) Bitbucket
10 1 (0.31%) FindBugs
10 1 (0.31%) Gerrit
10 1 (0.31%) SonarQube
General
1 47 (14.78%) Finance
2 36 (11.32%) Banking
2 36 (11.32%) Retail
3 23 (7.23%) Marketing
4 20 (6.29%) Investment Banking
5 17 (5.35%) Advertising
6 16 (5.03%) Manufacturing
7 14 (4.40%) Pharmaceutical
8 13 (4.09%) Front Office
9 11 (3.46%) Games
10 5 (1.57%) Telecoms
11 3 (0.94%) Electronics
12 1 (0.31%) Aerospace
12 1 (0.31%) French Language
12 1 (0.31%) German Language
12 1 (0.31%) Law
Job Titles
1 150 (47.17%) Data Engineer
2 114 (35.85%) Big Data Engineer
3 56 (17.61%) Developer
4 43 (13.52%) Architect
5 42 (13.21%) Hadoop Engineer
6 35 (11.01%) Senior Data Engineer
7 34 (10.69%) Data Architect
8 25 (7.86%) Hadoop Developer
9 22 (6.92%) Data Scientist
10 17 (5.35%) Senior Hadoop Engineer
11 14 (4.40%) Big Data Developer
11 14 (4.40%) Scala Developer
11 14 (4.40%) Solutions Architect
12 13 (4.09%) Java Engineer
13 12 (3.77%) Senior Developer
14 11 (3.46%) DevOps Engineer
14 11 (3.46%) Games Engineer
14 11 (3.46%) Platform Engineer
15 10 (3.14%) AWS DevOps
15 10 (3.14%) Big Data Architect
Libraries, Frameworks & Software Standards
1 160 (50.31%) Kafka
2 40 (12.58%) Spark Streaming
3 39 (12.26%) TensorFlow
4 26 (8.18%) MLlib
4 26 (8.18%) PySpark
5 22 (6.92%) Keras
6 17 (5.35%) .NET
7 16 (5.03%) Natural Language Processing
8 15 (4.72%) scikit-learn
9 14 (4.40%) MXNet
9 14 (4.40%) SparkR
10 12 (3.77%) RabbitMQ
11 10 (3.14%) LDAP
12 9 (2.83%) RESTful
13 7 (2.20%) AngularJS
13 7 (2.20%) React
14 6 (1.89%) Elastic Stack
14 6 (1.89%) Web Services
15 4 (1.26%) J2EE
15 4 (1.26%) SPNEGO
Miscellaneous
1 64 (20.13%) Analytical Skills
2 30 (9.43%) Computer Science
3 18 (5.66%) Algorithms
3 18 (5.66%) Fintech
4 15 (4.72%) Data Structures
4 15 (4.72%) Life Science
4 15 (4.72%) User Experience
5 14 (4.40%) Derivative
5 14 (4.40%) Market Risk
5 14 (4.40%) Virtual Team
6 13 (4.09%) Blog
7 10 (3.14%) Wiki
8 9 (2.83%) Greenfield Project
9 8 (2.52%) Enterprise Storage
10 7 (2.20%) Acoustics
11 5 (1.57%) Cybercrime
12 4 (1.26%) Linux Command Line
13 3 (0.94%) PMI
14 2 (0.63%) Equities
14 2 (0.63%) Foreign Exchange (FX)
Operating Systems
1 94 (29.56%) Linux
2 32 (10.06%) Unix
3 19 (5.97%) Red Hat Enterprise Linux
4 18 (5.66%) CentOS
5 17 (5.35%) Windows
6 14 (4.40%) Ubuntu
7 13 (4.09%) Fedora
8 1 (0.31%) CoreOS
8 1 (0.31%) DC/OS
8 1 (0.31%) Windows Server
Processes & Methodologies
1 140 (44.03%) Agile Software Development
2 134 (42.14%) Analytics
3 128 (40.25%) ETL
4 110 (34.59%) Data Science
5 77 (24.21%) Continuous Integration
5 77 (24.21%) MapReduce
6 74 (23.27%) Machine Learning
7 69 (21.70%) Data Modelling
8 56 (17.61%) Configuration Management
9 42 (13.21%) Data Engineering
10 41 (12.89%) Artificial Intelligence
11 40 (12.58%) Data Analytics
11 40 (12.58%) Deep Learning
11 40 (12.58%) Scrum
12 39 (12.26%) Software Engineering
13 38 (11.95%) Visualisation
14 32 (10.06%) Data Management
15 31 (9.75%) Data Integration
15 31 (9.75%) Kanban
15 31 (9.75%) Problem-Solving
Programming Languages
1 195 (61.32%) Python
2 173 (54.40%) Java
3 152 (47.80%) Scala
4 88 (27.67%) SQL
5 51 (16.04%) R
6 32 (10.06%) Bash Shell
7 28 (8.81%) Shell Script
8 27 (8.49%) JavaScript
9 26 (8.18%) Go
10 18 (5.66%) PowerShell
11 16 (5.03%) C#
12 11 (3.46%) C
13 7 (2.20%) Perl
14 5 (1.57%) Ruby
15 4 (1.26%) Haskell
15 4 (1.26%) T-SQL
15 4 (1.26%) VB.NET
16 2 (0.63%) MATLAB
16 2 (0.63%) PHP
17 1 (0.31%) Clojure
Qualifications
1 26 (8.18%) Security Cleared
2 14 (4.40%) Degree
3 13 (4.09%) DV Cleared
4 9 (2.83%) Computer Science Degree
5 8 (2.52%) CCNA
5 8 (2.52%) Cisco Certification
5 8 (2.52%) CISSP
5 8 (2.52%) CompTIA Security+
5 8 (2.52%) GIAC
5 8 (2.52%) Linux+ Certification
5 8 (2.52%) MCSE
5 8 (2.52%) Microsoft Certification
5 8 (2.52%) Network+ Certification
5 8 (2.52%) SANS
5 8 (2.52%) SSCP
6 4 (1.26%) PhD
7 3 (0.94%) Master's Degree
7 3 (0.94%) PMI Certification
8 2 (0.63%) ISEB
8 2 (0.63%) Numerate Degree
Quality Assurance & Compliance
1 17 (5.35%) QA
2 14 (4.40%) MiFID
3 9 (2.83%) PMO
4 3 (0.94%) COBIT
4 3 (0.94%) GDPR
4 3 (0.94%) SLA
5 1 (0.31%) Data Quality
System Software
1 76 (23.90%) Apache Flume
2 75 (23.58%) HDFS
3 60 (18.87%) Docker
4 37 (11.64%) VirtualBox
5 19 (5.97%) Active Directory
6 15 (4.72%) VMware Infrastructure
6 15 (4.72%) Xen
7 14 (4.40%) Apache ZooKeeper
8 13 (4.09%) VMware ESXi
9 8 (2.52%) NFS
9 8 (2.52%) Samba
10 5 (1.57%) Virtual Machines
11 2 (0.63%) KVM
Systems Management
1 61 (19.18%) Hadoop YARN
2 53 (16.67%) Ansible
2 53 (16.67%) Kubernetes
2 53 (16.67%) Oozie
3 39 (12.26%) Docker Swarm
4 29 (9.12%) Kibana
5 26 (8.18%) Terraform
6 25 (7.86%) Prometheus
7 24 (7.55%) Grafana
7 24 (7.55%) logstash
8 20 (6.29%) Puppet
9 13 (4.09%) Nagios
9 13 (4.09%) OpenNMS
9 13 (4.09%) vCenter Server
9 13 (4.09%) ZABBIX
10 6 (1.89%) Ambari
11 5 (1.57%) Opscode Chef
12 3 (0.94%) Mesos
12 3 (0.94%) Rundeck
13 2 (0.63%) Red Hat Spacewalk
Vendors
1 175 (55.03%) Cloudera
2 86 (27.04%) MapR
3 50 (15.72%) Databricks
4 42 (13.21%) Microsoft
5 39 (12.26%) Google
6 27 (8.49%) Tableau
6 27 (8.49%) WorldPay
7 26 (8.18%) Informatica
8 23 (7.23%) Oracle
9 19 (5.97%) IBM
9 19 (5.97%) Talend
10 15 (4.72%) Alteryx
10 15 (4.72%) Dataiku
10 15 (4.72%) VMware
11 14 (4.40%) Red Hat
12 13 (4.09%) CA
12 13 (4.09%) SolarWinds
12 13 (4.09%) Teradata
13 8 (2.52%) NetApp
13 8 (2.52%) Netezza