Period
to 21 November 2017

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 21 November 2017 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
21 Nov 2017
Same period 2016 Same period 2015
Rank 1023 1067 1167
Rank change year-on-year +44 +100 +116
Permanent jobs citing Hortonworks 183 176 134
As % of all permanent IT jobs advertised in the UK 0.10% 0.093% 0.062%
As % of the Vendors category 0.23% 0.21% 0.13%
Number of salaries quoted 145 126 65
UK median annual salary £65,000 £72,500 £58,000
Median salary % change year-on-year -10.34% +25.00% -33.71%
10th Percentile £45,000 £47,500 £38,250
90th Percentile £97,800 £90,000 £90,750
UK excluding London median annual salary £55,000 £67,500 £47,500
% change year-on-year -18.52% +42.11% -

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 80618 82805 99305
As % of all permanent IT jobs advertised in the UK 44.56% 43.83% 45.69%
Number of salaries quoted 62381 66883 80874
UK median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £42,500 £41,000
% change year-on-year - +3.66% +2.50%

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 21 November 2017.

Salary histogram for Hortonworks in the UK

Hortonworks
Top 9 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 21 November 2017. 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 +36 181 £65,000 -3.70% 18
London +34 116 £72,500 -3.33% 13
UK excluding London +16 60 £55,000 -18.52% 5
South East +42 32 £55,000 -13.73% 1
North of England +26 24 £57,500 -14.81% 4
North West +18 24 £57,500 -14.81%
East of England +6 2 £52,500 -
South West +7 1 £80,000 +60.00%
Northern Ireland - 1 - -

For the 6 months to 21 November 2017, IT jobs citing Hortonworks also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Hortonworks.

1 159 (86.89%) Big Data
2 144 (78.69%) Hadoop
3 114 (62.30%) Python
4 97 (53.01%) Cloudera
5 94 (51.37%) Apache Spark
5 94 (51.37%) Java
6 89 (48.63%) Analytics
7 83 (45.36%) Agile Software Development
8 75 (40.98%) SQL
9 68 (37.16%) Continuous Integration
10 66 (36.07%) Linux
10 66 (36.07%) Business Intelligence
11 65 (35.52%) Microsoft Azure
12 56 (30.60%) Scala
13 54 (29.51%) Apache Hive
14 52 (28.42%) MapR
15 51 (27.87%) HBase
16 49 (26.78%) NoSQL
16 49 (26.78%) Data Integration
16 49 (26.78%) ETL
16 49 (26.78%) Apache
17 45 (24.59%) Amazon AWS
18 44 (24.04%) Finance
19 40 (21.86%) SQL Server
19 40 (21.86%) Kafka
20 37 (20.22%) Data Warehouse
20 37 (20.22%) DevOps
21 35 (19.13%) Software Engineering
21 35 (19.13%) R
22 34 (18.58%) Scrum

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 94 (51.37%) Apache Spark
2 49 (26.78%) Apache
3 33 (18.03%) SAS
4 27 (14.75%) Elasticsearch
5 16 (8.74%) Apache Airflow
5 16 (8.74%) Apache Solr
6 6 (3.28%) Confluence
7 4 (2.19%) Apache Pig
8 3 (1.64%) JBoss
9 2 (1.09%) Tomcat
10 1 (0.55%) GemFire
10 1 (0.55%) nginx
Applications
1 13 (7.10%) SPSS
Cloud Services
1 65 (35.52%) Microsoft Azure
2 45 (24.59%) Amazon AWS
3 17 (9.29%) Cloud Computing
3 17 (9.29%) GitHub
4 14 (7.65%) Amazon CloudWatch
4 14 (7.65%) AWS CloudFormation
4 14 (7.65%) Azure Machine Learning
5 9 (4.92%) Amazon EMR
6 8 (4.37%) Google Cloud Platform
6 8 (4.37%) IaaS
6 8 (4.37%) PaaS
7 7 (3.83%) SaaS
8 1 (0.55%) Amazon EC2
8 1 (0.55%) Amazon Kinesis
8 1 (0.55%) Amazon S3
8 1 (0.55%) Amazon SQS
8 1 (0.55%) Azure Active Directory
8 1 (0.55%) CloudBees
8 1 (0.55%) Cortana Intelligence Suite
8 1 (0.55%) Office 365
Communications & Networking
1 13 (7.10%) Kerberos
2 2 (1.09%) LDAP
3 1 (0.55%) Network Security
3 1 (0.55%) Wireless
Database & Business Intelligence
1 159 (86.89%) Big Data
2 144 (78.69%) Hadoop
3 54 (29.51%) Apache Hive
4 51 (27.87%) HBase
5 49 (26.78%) NoSQL
6 40 (21.86%) SQL Server
7 37 (20.22%) Data Warehouse
8 28 (15.30%) Apache Cassandra
9 27 (14.75%) Data Lake
9 27 (14.75%) MongoDB
9 27 (14.75%) Power BI
10 25 (13.66%) Relational Database
11 21 (11.48%) SQL Server Integration Services
12 20 (10.93%) HDInsight
13 17 (9.29%) Pentaho
14 16 (8.74%) SQL Server Reporting Services
15 14 (7.65%) Azure SQL Data Warehouse
15 14 (7.65%) Impala
15 14 (7.65%) RDBMS
15 14 (7.65%) Spotfire
Development Applications
1 34 (18.58%) Jenkins
2 23 (12.57%) JIRA
3 14 (7.65%) Bitbucket
3 14 (7.65%) Git (software)
4 8 (4.37%) Talend Open Studio
5 5 (2.73%) Artifactory
5 5 (2.73%) Cucumber
5 5 (2.73%) GitLab
5 5 (2.73%) Maven
5 5 (2.73%) Vagrant
6 4 (2.19%) Team Foundation Server
7 1 (0.55%) Atlassian Bamboo
7 1 (0.55%) Selenium
7 1 (0.55%) SonarQube
7 1 (0.55%) Subversion
General
1 44 (24.04%) Finance
2 28 (15.30%) Manufacturing
3 24 (13.11%) Marketing
3 24 (13.11%) Telecoms
4 17 (9.29%) Electronics
5 11 (6.01%) Legal
6 10 (5.46%) Retail
7 9 (4.92%) Aerospace
8 5 (2.73%) Pharmaceutical
9 4 (2.19%) Banking
10 2 (1.09%) Advertising
11 1 (0.55%) Investment Banking
11 1 (0.55%) Retail Banking
Job Titles
1 48 (26.23%) Architect
2 44 (24.04%) Developer
3 38 (20.77%) Data Architect
4 33 (18.03%) Data Engineer
5 30 (16.39%) Big Data Engineer
6 26 (14.21%) Big Data Architect
7 24 (13.11%) Big Data Developer
8 20 (10.93%) SQL Developer
9 17 (9.29%) Consultant
10 16 (8.74%) Agile Developer
10 16 (8.74%) Data Consultant
11 15 (8.20%) Big Data Consultant
12 14 (7.65%) Data Warehouse Developer
12 14 (7.65%) Hadoop Engineer
13 13 (7.10%) Data Manager
13 13 (7.10%) Solutions Architect
14 11 (6.01%) Analytics Manager
14 11 (6.01%) Data Analytics Manager
14 11 (6.01%) Java Developer
15 10 (5.46%) Python Developer
Libraries, Frameworks & Software Standards
1 40 (21.86%) Kafka
2 22 (12.02%) Spring
3 18 (9.84%) RESTful
4 17 (9.29%) React
5 14 (7.65%) .NET
5 14 (7.65%) ASP.NET
5 14 (7.65%) Hibernate
6 6 (3.28%) REST
6 6 (3.28%) Samza
6 6 (3.28%) Spark Streaming
7 5 (2.73%) Drools
7 5 (2.73%) Spring Boot
7 5 (2.73%) TinkerPop
7 5 (2.73%) XML
8 4 (2.19%) Apache Camel
8 4 (2.19%) Natural Language Processing
9 3 (1.64%) Apache Tez
9 3 (1.64%) JSON
9 3 (1.64%) MLlib
10 2 (1.09%) Guice
Miscellaneous
1 24 (13.11%) Computer Science
2 22 (12.02%) Analytical Skills
3 17 (9.29%) User Experience
4 11 (6.01%) Social Network
5 7 (3.83%) Life Science
6 5 (2.73%) 3D Printing
6 5 (2.73%) IVR
6 5 (2.73%) Mobile Computing
6 5 (2.73%) NHS
6 5 (2.73%) Robotics
7 4 (2.19%) Algorithms
8 3 (1.64%) Data Centre
9 2 (1.09%) Data Structures
9 2 (1.09%) Fintech
9 2 (1.09%) Management Information System
9 2 (1.09%) Virtual Team
10 1 (0.55%) Augmented Reality
10 1 (0.55%) FMCG
10 1 (0.55%) Taxonomies
Operating Systems
1 66 (36.07%) Linux
2 28 (15.30%) Windows
3 9 (4.92%) Unix
4 5 (2.73%) Red Hat Enterprise Linux
5 4 (2.19%) Ubuntu
6 2 (1.09%) Mesosphere
7 1 (0.55%) CoreOS
7 1 (0.55%) SUSE Linux Enterprise Server
Processes & Methodologies
1 89 (48.63%) Analytics
2 83 (45.36%) Agile Software Development
3 68 (37.16%) Continuous Integration
4 66 (36.07%) Business Intelligence
5 49 (26.78%) Data Integration
5 49 (26.78%) ETL
6 37 (20.22%) DevOps
7 35 (19.13%) Software Engineering
8 34 (18.58%) Scrum
9 33 (18.03%) MapReduce
10 32 (17.49%) Data Modelling
11 30 (16.39%) Visualisation
12 26 (14.21%) Data Management
12 26 (14.21%) Open Source
13 23 (12.57%) Business Development
13 23 (12.57%) Data Analytics
13 23 (12.57%) Machine Learning
14 19 (10.38%) Data Governance
15 18 (9.84%) Mentoring
16 16 (8.74%) Digital Marketing
Programming Languages
1 114 (62.30%) Python
2 94 (51.37%) Java
3 75 (40.98%) SQL
4 56 (30.60%) Scala
5 35 (19.13%) R
6 17 (9.29%) Shell Script
7 16 (8.74%) C#
7 16 (8.74%) JavaScript
8 14 (7.65%) PowerShell
8 14 (7.65%) T-SQL
8 14 (7.65%) VB.NET
9 4 (2.19%) C++
10 2 (1.09%) Bash Shell
10 2 (1.09%) CQL
10 2 (1.09%) Perl
Qualifications
1 31 (16.94%) Security Cleared
2 18 (9.84%) Degree
3 13 (7.10%) SC Cleared
4 6 (3.28%) Computer Science Degree
5 3 (1.64%) CTC Cleared
6 2 (1.09%) DV Cleared
6 2 (1.09%) PhD
7 1 (0.55%) APMP
Quality Assurance & Compliance
1 27 (14.75%) Data Quality
2 5 (2.73%) QA
3 3 (1.64%) GCP
System Software
1 27 (14.75%) HDFS
2 21 (11.48%) Docker
3 17 (9.29%) Apache Flume
4 10 (5.46%) Apache ZooKeeper
5 2 (1.09%) MapR-FS
6 1 (0.55%) Active Directory
6 1 (0.55%) Virtual Machines
6 1 (0.55%) VMware Infrastructure
6 1 (0.55%) vSphere
Systems Management
1 21 (11.48%) Puppet
2 20 (10.93%) Ambari
3 18 (9.84%) Oozie
4 17 (9.29%) Opscode Chef
5 16 (8.74%) Ansible
6 15 (8.20%) Hadoop YARN
7 11 (6.01%) ZABBIX
8 9 (4.92%) Kubernetes
9 6 (3.28%) Terraform
10 2 (1.09%) Docker Swarm
10 2 (1.09%) Salt
10 2 (1.09%) yum
11 1 (0.55%) EMC NetWorker
11 1 (0.55%) HAProxy
11 1 (0.55%) Host Intrusion Detection System
11 1 (0.55%) Kibana
11 1 (0.55%) logstash
11 1 (0.55%) Nagios
11 1 (0.55%) Network Intrusion Detection System
11 1 (0.55%) Prometheus
Vendors
1 97 (53.01%) Cloudera
2 52 (28.42%) MapR
3 33 (18.03%) Tableau
4 20 (10.93%) Microsoft
5 19 (10.38%) Oracle
5 19 (10.38%) SAP
6 18 (9.84%) Jaspersoft
7 17 (9.29%) ArcSight
7 17 (9.29%) HP
8 16 (8.74%) Google
9 12 (6.56%) Greenplum
9 12 (6.56%) IBM
9 12 (6.56%) Teradata
10 9 (4.92%) Informatica
11 8 (4.37%) Talend
12 7 (3.83%) Netezza
13 4 (2.19%) Red Hat
14 3 (1.64%) Datameer
15 2 (1.09%) MuleSoft
15 2 (1.09%) Platfora