Period
to 19 February 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 19 February 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
19 Feb 2018
Same period 2017 Same period 2016
Rank 967 1044 1124
Rank change year-on-year +77 +80 +149
Permanent jobs citing Hortonworks 219 135 180
As % of all permanent IT jobs advertised in the UK 0.12% 0.078% 0.085%
As % of the Vendors category 0.28% 0.18% 0.19%
Number of salaries quoted 157 105 92
UK median annual salary £75,000 £75,000 £60,000
Median salary % change year-on-year - +25.00% -15.19%
10th Percentile £47,500 £55,000 £40,000
90th Percentile £102,500 £93,250 £93,375
UK excluding London median annual salary £65,000 £75,000 £57,500
% change year-on-year -13.33% +30.43% +43.75%

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 78,359 75,945 96,203
As % of all permanent IT jobs advertised in the UK 44.63% 43.79% 45.63%
Number of salaries quoted 62,088 61,043 78,626
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £76,250 £75,000 £73,750
UK excluding London median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% +3.75%

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 19 February 2018.

Salary histogram for Hortonworks in the UK

Hortonworks
Top 10 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 19 February 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 +74 200 £75,000 - 25
London +43 138 £78,750 +5.00% 15
UK excluding London +35 69 £65,000 -13.33% 10
North of England +16 29 £57,500 -14.81% 3
North West +13 29 £57,500 -14.81% 1
South East +10 14 £67,500 -15.63% 5
East of England - 11 £75,000 - 1
South West 0 8 £95,000 +40.74% 1
Scotland - 6 - -
Northern Ireland - 1 - -

For the 6 months to 19 February 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.

1 197 (89.95%) Hadoop
2 180 (82.19%) Big Data
3 132 (60.27%) Cloudera
3 132 (60.27%) Apache Spark
4 120 (54.79%) Kafka
5 119 (54.34%) Java
6 107 (48.86%) Agile Software Development
7 101 (46.12%) Python
8 97 (44.29%) Linux
9 91 (41.55%) Amazon AWS
9 91 (41.55%) Analytics
10 90 (41.10%) Apache Hive
11 89 (40.64%) Apache Cassandra
12 86 (39.27%) DevOps
13 85 (38.81%) HBase
14 77 (35.16%) Scala
15 76 (34.70%) ETL
16 74 (33.79%) SQL
17 72 (32.88%) Continuous Integration
18 70 (31.96%) Jenkins
19 68 (31.05%) NoSQL
20 60 (27.40%) MapR
21 59 (26.94%) Apache Flume
22 56 (25.57%) MapReduce
23 53 (24.20%) Machine Learning
24 52 (23.74%) Docker
25 51 (23.29%) MongoDB
25 51 (23.29%) Data Warehouse
26 50 (22.83%) Apache
27 48 (21.92%) Microsoft Azure

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
1 132 (60.27%) Apache Spark
2 50 (22.83%) Apache
3 40 (18.26%) SAS
4 33 (15.07%) Apache Solr
5 28 (12.79%) Elasticsearch
6 24 (10.96%) Apache Pig
7 14 (6.39%) Apache Airflow
8 13 (5.94%) Tomcat
9 10 (4.57%) Confluence
10 4 (1.83%) nginx
11 2 (0.91%) JBoss
12 1 (0.46%) GemFire
Applications
1 1 (0.46%) Microsoft Office
1 1 (0.46%) SPSS
Business Applications
1 1 (0.46%) WebTrends
Cloud Services
1 91 (41.55%) Amazon AWS
2 48 (21.92%) Microsoft Azure
3 41 (18.72%) GitHub
4 18 (8.22%) IaaS
4 18 (8.22%) PaaS
5 17 (7.76%) SaaS
6 16 (7.31%) Amazon CloudWatch
7 15 (6.85%) AWS CloudFormation
8 9 (4.11%) Amazon EMR
9 8 (3.65%) Google Cloud Platform
10 6 (2.74%) Amazon EC2
10 6 (2.74%) Amazon S3
11 5 (2.28%) Amazon Kinesis
11 5 (2.28%) Amazon SQS
12 4 (1.83%) OpenShift
13 1 (0.46%) Adobe Analytics
13 1 (0.46%) AWS Lambda
13 1 (0.46%) Azure Active Directory
13 1 (0.46%) CloudFront
13 1 (0.46%) Office 365
Communications & Networking
1 19 (8.68%) Kerberos
2 2 (0.91%) SSL
3 1 (0.46%) Internet
3 1 (0.46%) Network Security
3 1 (0.46%) TCP/IP
Database & Business Intelligence
1 197 (89.95%) Hadoop
2 180 (82.19%) Big Data
3 90 (41.10%) Apache Hive
4 89 (40.64%) Apache Cassandra
5 85 (38.81%) HBase
6 68 (31.05%) NoSQL
7 51 (23.29%) Data Warehouse
7 51 (23.29%) MongoDB
8 40 (18.26%) Impala
9 31 (14.16%) Relational Database
10 28 (12.79%) SQL Server
11 27 (12.33%) PostgreSQL
12 22 (10.05%) Sqoop
13 21 (9.59%) RDBMS
14 18 (8.22%) Neo4j
15 17 (7.76%) Flink
15 17 (7.76%) Pentaho
16 15 (6.85%) DB2
17 13 (5.94%) BusinessObjects
17 13 (5.94%) Data Lake
Development Applications
1 70 (31.96%) Jenkins
2 31 (14.16%) Git (software)
3 28 (12.79%) JIRA
4 20 (9.13%) Cucumber
5 15 (6.85%) Bitbucket
5 15 (6.85%) TeamCity
6 9 (4.11%) Maven
7 7 (3.20%) Artifactory
7 7 (3.20%) GitLab
8 4 (1.83%) JUnit
8 4 (1.83%) Team Foundation Server
8 4 (1.83%) Vagrant
9 3 (1.37%) Atlassian Bamboo
9 3 (1.37%) Sonatype Nexus
10 2 (0.91%) Gradle
11 1 (0.46%) CircleCI
11 1 (0.46%) Gerrit
11 1 (0.46%) Mercurial
11 1 (0.46%) Travis CI
General
1 29 (13.24%) Finance
2 18 (8.22%) Marketing
3 16 (7.31%) Manufacturing
4 15 (6.85%) Banking
5 13 (5.94%) Retail
6 8 (3.65%) Telecoms
7 4 (1.83%) Financial Institution
8 1 (0.46%) Advertising
8 1 (0.46%) Electronics
8 1 (0.46%) Games
8 1 (0.46%) Pharmaceutical
Job Titles
1 77 (35.16%) Data Engineer
2 69 (31.51%) Architect
2 69 (31.51%) Big Data Engineer
3 41 (18.72%) Data Architect
4 29 (13.24%) Big Data Architect
5 27 (12.33%) Hadoop Engineer
6 24 (10.96%) Developer
7 21 (9.59%) DevOps Engineer
8 18 (8.22%) Big Data Developer
9 17 (7.76%) AWS DevOps
10 16 (7.31%) Cloud Architect
11 14 (6.39%) Technical Architect
12 13 (5.94%) Azure DevOps
13 12 (5.48%) AWS DevOps Engineer
13 12 (5.48%) AWS Engineer
13 12 (5.48%) Consultant
14 11 (5.02%) Solutions Architect
15 10 (4.57%) Azure DevOps Engineer
15 10 (4.57%) Azure Engineer
16 9 (4.11%) Big Data Software Engineer
Libraries, Frameworks & Software Standards
1 120 (54.79%) Kafka
2 16 (7.31%) Spark Streaming
2 16 (7.31%) TensorFlow
3 15 (6.85%) Hibernate
4 11 (5.02%) Middleware
4 11 (5.02%) MLlib
4 11 (5.02%) RabbitMQ
4 11 (5.02%) XML
5 10 (4.57%) Keras
6 9 (4.11%) Samza
7 8 (3.65%) Akka
8 6 (2.74%) Apache Camel
9 5 (2.28%) Apache Tez
9 5 (2.28%) REST
10 4 (1.83%) Apache Avro
10 4 (1.83%) Drools
10 4 (1.83%) Lucene
10 4 (1.83%) Spring
10 4 (1.83%) Spring Boot
10 4 (1.83%) TinkerPop
Miscellaneous
1 28 (12.79%) Computer Science
2 17 (7.76%) Analytical Skills
3 15 (6.85%) Algorithms
4 12 (5.48%) DataPower
5 8 (3.65%) Life Science
6 7 (3.20%) User Experience
7 6 (2.74%) Fintech
8 5 (2.28%) 3D Printing
8 5 (2.28%) IVR
8 5 (2.28%) Mobile Computing
8 5 (2.28%) Robotics
9 4 (1.83%) Greenfield Project
10 3 (1.37%) Data Centre
10 3 (1.37%) Management Information System
10 3 (1.37%) Virtual Team
11 2 (0.91%) Data Structures
11 2 (0.91%) Linux Command Line
11 2 (0.91%) Taxonomies
11 2 (0.91%) Wiki
12 1 (0.46%) Mobile App
Operating Systems
1 97 (44.29%) Linux
2 35 (15.98%) Unix
3 25 (11.42%) Windows
4 17 (7.76%) Red Hat Enterprise Linux
5 12 (5.48%) AIX
5 12 (5.48%) HPUX
5 12 (5.48%) Solaris
6 6 (2.74%) Ubuntu
7 3 (1.37%) CoreOS
8 2 (0.91%) Mesosphere
9 1 (0.46%) CentOS
9 1 (0.46%) SUSE
Processes & Methodologies
1 107 (48.86%) Agile Software Development
2 91 (41.55%) Analytics
3 86 (39.27%) DevOps
4 76 (34.70%) ETL
5 72 (32.88%) Continuous Integration
6 56 (25.57%) MapReduce
7 53 (24.20%) Machine Learning
8 48 (21.92%) Data Science
9 39 (17.81%) Open Source
9 39 (17.81%) Software Engineering
10 36 (16.44%) Visualisation
11 35 (15.98%) TDD
12 30 (13.70%) Data Integration
13 26 (11.87%) Data Ingestion
14 25 (11.42%) Data Engineering
14 25 (11.42%) Data Management
14 25 (11.42%) Data Visualisation
15 24 (10.96%) Microservices
16 22 (10.05%) Migration
16 22 (10.05%) Scrum
Programming Languages
1 119 (54.34%) Java
2 101 (46.12%) Python
3 77 (35.16%) Scala
4 74 (33.79%) SQL
5 28 (12.79%) Shell Script
6 19 (8.68%) C#
6 19 (8.68%) R
7 13 (5.94%) Go
8 8 (3.65%) Bash Shell
9 6 (2.74%) C++
10 5 (2.28%) C
10 5 (2.28%) JavaScript
10 5 (2.28%) Perl
11 4 (1.83%) Gremlin
12 2 (0.91%) CQL
13 1 (0.46%) PHP
13 1 (0.46%) Ruby
Qualifications
1 13 (5.94%) Security Cleared
2 11 (5.02%) PhD
2 11 (5.02%) SC Cleared
3 9 (4.11%) Degree
4 8 (3.65%) Computer Science Degree
5 4 (1.83%) Master's Degree
6 3 (1.37%) CTC Cleared
7 2 (0.91%) DV Cleared
8 1 (0.46%) EMC Certification
Quality Assurance & Compliance
1 7 (3.20%) Data Quality
2 6 (2.74%) GCP
3 1 (0.46%) SLA
System Software
1 59 (26.94%) Apache Flume
2 52 (23.74%) Docker
3 42 (19.18%) HDFS
4 13 (5.94%) Apache ZooKeeper
5 4 (1.83%) Virtual Machines
5 4 (1.83%) VMware Infrastructure
6 3 (1.37%) Active Directory
6 3 (1.37%) KVM
6 3 (1.37%) Xen
7 2 (0.91%) MapR-FS
8 1 (0.46%) vSphere
Systems Management
1 46 (21.00%) Puppet
2 36 (16.44%) Ansible
3 33 (15.07%) Hadoop YARN
4 24 (10.96%) Opscode Chef
5 21 (9.59%) Kubernetes
6 20 (9.13%) Oozie
7 19 (8.68%) Ambari
8 15 (6.85%) Terraform
9 12 (5.48%) Tivoli
9 12 (5.48%) Tivoli Monitoring
9 12 (5.48%) ZABBIX
10 8 (3.65%) Docker Swarm
11 7 (3.20%) Kibana
12 6 (2.74%) Mesos
13 4 (1.83%) Prometheus
14 3 (1.37%) HAProxy
14 3 (1.37%) Host Intrusion Detection System
14 3 (1.37%) logstash
14 3 (1.37%) Network Intrusion Detection System
14 3 (1.37%) Red Hat Spacewalk
Vendors
1 132 (60.27%) Cloudera
2 60 (27.40%) MapR
3 44 (20.09%) IBM
4 39 (17.81%) Google
5 32 (14.61%) Tableau
6 31 (14.16%) Oracle
7 28 (12.79%) Microsoft
8 22 (10.05%) Informatica
8 22 (10.05%) Talend
9 21 (9.59%) Greenplum
9 21 (9.59%) Teradata
10 12 (5.48%) Hitachi
10 12 (5.48%) Netezza
11 11 (5.02%) MuleSoft
12 8 (3.65%) SAP
13 6 (2.74%) WorldPay
14 5 (2.28%) Datameer
15 4 (1.83%) Red Hat
15 4 (1.83%) VMware
16 3 (1.37%) CA