Period
to 19 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 19 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
19 Nov 2017
Same period 2016 Same period 2015
Rank 1020 1044 1176
Rank change year-on-year +24 +132 +96
Permanent jobs citing Hortonworks 179 174 132
As % of all permanent IT jobs advertised in the UK 0.10% 0.092% 0.060%
As % of the Vendors category 0.23% 0.21% 0.13%
Number of salaries quoted 142 122 64
UK median annual salary £65,000 £72,500 £57,750
Median salary % change year-on-year -10.34% +25.54% -34.00%
10th Percentile £45,000 £46,250 £38,250
90th Percentile £97,950 £90,000 £91,500
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 79389 82710 99941
As % of all permanent IT jobs advertised in the UK 44.54% 43.84% 45.72%
Number of salaries quoted 61363 66769 81384
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 19 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 19 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 +50 177 £65,000 -3.70% 10
London +15 113 £72,500 -3.33% 7
UK excluding London +30 59 £55,000 -18.52% 3
South East +53 32 £55,000 -13.73% 1
North of England +13 23 £57,500 -14.81% 2
North West +11 23 £57,500 -14.81%
East of England +19 2 £52,500 -
South West +23 1 £80,000 +60.00%
Northern Ireland - 1 - -

For the 6 months to 19 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.

1 156 (87.15%) Big Data
2 140 (78.21%) Hadoop
3 111 (62.01%) Python
4 94 (52.51%) Cloudera
5 92 (51.40%) Java
6 91 (50.84%) Apache Spark
7 88 (49.16%) Analytics
8 83 (46.37%) Agile Software Development
9 74 (41.34%) SQL
10 66 (36.87%) Continuous Integration
11 65 (36.31%) Microsoft Azure
12 64 (35.75%) Linux
12 64 (35.75%) Business Intelligence
13 55 (30.73%) Scala
14 51 (28.49%) Apache Hive
15 50 (27.93%) MapR
16 49 (27.37%) HBase
16 49 (27.37%) NoSQL
17 48 (26.82%) Data Integration
18 47 (26.26%) ETL
18 47 (26.26%) Apache
19 43 (24.02%) Finance
20 42 (23.46%) Amazon AWS
21 39 (21.79%) SQL Server
22 37 (20.67%) Data Warehouse
22 37 (20.67%) Kafka
23 35 (19.55%) DevOps
23 35 (19.55%) Scrum
23 35 (19.55%) Software Engineering
23 35 (19.55%) R

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 91 (50.84%) Apache Spark
2 47 (26.26%) Apache
3 32 (17.88%) SAS
4 26 (14.53%) Elasticsearch
5 16 (8.94%) Apache Airflow
6 15 (8.38%) Apache Solr
7 6 (3.35%) Confluence
8 4 (2.23%) Apache Pig
9 3 (1.68%) JBoss
10 2 (1.12%) Tomcat
11 1 (0.56%) GemFire
11 1 (0.56%) nginx
Applications
1 13 (7.26%) SPSS
Cloud Services
1 65 (36.31%) Microsoft Azure
2 42 (23.46%) Amazon AWS
3 17 (9.50%) Cloud Computing
4 16 (8.94%) GitHub
5 14 (7.82%) Amazon CloudWatch
5 14 (7.82%) AWS CloudFormation
5 14 (7.82%) Azure Machine Learning
6 8 (4.47%) Amazon EMR
6 8 (4.47%) Google Cloud Platform
6 8 (4.47%) IaaS
6 8 (4.47%) PaaS
7 7 (3.91%) SaaS
8 1 (0.56%) Amazon EC2
8 1 (0.56%) Amazon Kinesis
8 1 (0.56%) Amazon S3
8 1 (0.56%) Amazon SQS
8 1 (0.56%) Azure Active Directory
8 1 (0.56%) CloudBees
8 1 (0.56%) Cortana Intelligence Suite
8 1 (0.56%) Office 365
Communications & Networking
1 11 (6.15%) Kerberos
2 1 (0.56%) LDAP
2 1 (0.56%) Network Security
2 1 (0.56%) Wireless
Database & Business Intelligence
1 156 (87.15%) Big Data
2 140 (78.21%) Hadoop
3 51 (28.49%) Apache Hive
4 49 (27.37%) HBase
4 49 (27.37%) NoSQL
5 39 (21.79%) SQL Server
6 37 (20.67%) Data Warehouse
7 27 (15.08%) Data Lake
7 27 (15.08%) MongoDB
7 27 (15.08%) Power BI
8 26 (14.53%) Apache Cassandra
9 25 (13.97%) Relational Database
10 21 (11.73%) SQL Server Integration Services
11 20 (11.17%) HDInsight
12 16 (8.94%) Pentaho
13 15 (8.38%) RDBMS
13 15 (8.38%) SQL Server Reporting Services
14 14 (7.82%) Azure SQL Data Warehouse
14 14 (7.82%) Spotfire
15 13 (7.26%) PostgreSQL
Development Applications
1 32 (17.88%) Jenkins
2 24 (13.41%) JIRA
3 15 (8.38%) Git (software)
4 14 (7.82%) Bitbucket
5 6 (3.35%) Talend Open Studio
6 5 (2.79%) Artifactory
6 5 (2.79%) Cucumber
6 5 (2.79%) Maven
6 5 (2.79%) Vagrant
7 4 (2.23%) GitLab
8 3 (1.68%) Team Foundation Server
9 1 (0.56%) Atlassian Bamboo
9 1 (0.56%) Selenium
9 1 (0.56%) SonarQube
9 1 (0.56%) Subversion
General
1 43 (24.02%) Finance
2 28 (15.64%) Manufacturing
3 24 (13.41%) Marketing
4 23 (12.85%) Telecoms
5 17 (9.50%) Electronics
6 11 (6.15%) Legal
6 11 (6.15%) Retail
7 9 (5.03%) Aerospace
8 5 (2.79%) Pharmaceutical
9 4 (2.23%) Banking
10 1 (0.56%) Advertising
10 1 (0.56%) Investment Banking
10 1 (0.56%) Retail Banking
Job Titles
1 46 (25.70%) Architect
2 44 (24.58%) Developer
3 37 (20.67%) Data Architect
4 33 (18.44%) Data Engineer
5 31 (17.32%) Big Data Engineer
6 25 (13.97%) Big Data Architect
7 24 (13.41%) Big Data Developer
8 20 (11.17%) SQL Developer
9 16 (8.94%) Agile Developer
9 16 (8.94%) Consultant
10 15 (8.38%) Data Consultant
10 15 (8.38%) Hadoop Engineer
11 14 (7.82%) Big Data Consultant
11 14 (7.82%) Data Warehouse Developer
12 13 (7.26%) Data Manager
12 13 (7.26%) Solutions Architect
13 11 (6.15%) Analytics Manager
13 11 (6.15%) Data Analytics Manager
13 11 (6.15%) Java Developer
14 10 (5.59%) Python Developer
Libraries, Frameworks & Software Standards
1 37 (20.67%) Kafka
2 22 (12.29%) Spring
3 18 (10.06%) RESTful
4 17 (9.50%) React
5 14 (7.82%) .NET
5 14 (7.82%) ASP.NET
5 14 (7.82%) Hibernate
6 6 (3.35%) REST
6 6 (3.35%) Samza
6 6 (3.35%) Spark Streaming
7 5 (2.79%) Drools
7 5 (2.79%) Spring Boot
7 5 (2.79%) TinkerPop
7 5 (2.79%) XML
8 4 (2.23%) Apache Camel
8 4 (2.23%) Natural Language Processing
9 3 (1.68%) JSON
9 3 (1.68%) MLlib
10 2 (1.12%) CSS
10 2 (1.12%) Guice
Miscellaneous
1 22 (12.29%) Analytical Skills
1 22 (12.29%) Computer Science
2 17 (9.50%) User Experience
3 11 (6.15%) Social Network
4 7 (3.91%) Life Science
5 5 (2.79%) 3D Printing
5 5 (2.79%) IVR
5 5 (2.79%) Mobile Computing
5 5 (2.79%) NHS
5 5 (2.79%) Robotics
6 4 (2.23%) Algorithms
7 3 (1.68%) Data Centre
8 2 (1.12%) Data Structures
8 2 (1.12%) Management Information System
8 2 (1.12%) Virtual Team
9 1 (0.56%) Augmented Reality
9 1 (0.56%) Fintech
9 1 (0.56%) FMCG
9 1 (0.56%) Taxonomies
Operating Systems
1 64 (35.75%) Linux
2 28 (15.64%) Windows
3 8 (4.47%) Unix
4 4 (2.23%) Red Hat Enterprise Linux
5 3 (1.68%) Ubuntu
6 1 (0.56%) CoreOS
6 1 (0.56%) Mesosphere
6 1 (0.56%) SUSE Linux Enterprise Server
Processes & Methodologies
1 88 (49.16%) Analytics
2 83 (46.37%) Agile Software Development
3 66 (36.87%) Continuous Integration
4 64 (35.75%) Business Intelligence
5 48 (26.82%) Data Integration
6 47 (26.26%) ETL
7 35 (19.55%) DevOps
7 35 (19.55%) Scrum
7 35 (19.55%) Software Engineering
8 32 (17.88%) Data Modelling
8 32 (17.88%) MapReduce
9 30 (16.76%) Visualisation
10 26 (14.53%) Open Source
11 25 (13.97%) Data Management
12 23 (12.85%) Business Development
12 23 (12.85%) Data Analytics
13 22 (12.29%) Machine Learning
14 19 (10.61%) Data Governance
15 18 (10.06%) Mentoring
16 16 (8.94%) Digital Marketing
Programming Languages
1 111 (62.01%) Python
2 92 (51.40%) Java
3 74 (41.34%) SQL
4 55 (30.73%) Scala
5 35 (19.55%) R
6 17 (9.50%) Shell Script
7 16 (8.94%) C#
7 16 (8.94%) JavaScript
8 14 (7.82%) PowerShell
8 14 (7.82%) T-SQL
8 14 (7.82%) VB.NET
9 4 (2.23%) C++
10 2 (1.12%) Bash Shell
10 2 (1.12%) Perl
11 1 (0.56%) CQL
Qualifications
1 31 (17.32%) Security Cleared
2 18 (10.06%) Degree
3 13 (7.26%) SC Cleared
4 6 (3.35%) Computer Science Degree
5 3 (1.68%) CTC Cleared
6 2 (1.12%) DV Cleared
7 1 (0.56%) APMP
7 1 (0.56%) PhD
Quality Assurance & Compliance
1 26 (14.53%) Data Quality
2 5 (2.79%) QA
3 3 (1.68%) GCP
System Software
1 26 (14.53%) HDFS
2 19 (10.61%) Docker
3 15 (8.38%) Apache Flume
4 9 (5.03%) Apache ZooKeeper
5 1 (0.56%) Active Directory
5 1 (0.56%) MapR-FS
5 1 (0.56%) Virtual Machines
5 1 (0.56%) VMware Infrastructure
5 1 (0.56%) vSphere
Systems Management
1 20 (11.17%) Puppet
2 19 (10.61%) Ambari
3 18 (10.06%) Oozie
4 16 (8.94%) Opscode Chef
5 14 (7.82%) Ansible
6 13 (7.26%) Hadoop YARN
7 11 (6.15%) ZABBIX
8 8 (4.47%) Kubernetes
9 6 (3.35%) Terraform
10 2 (1.12%) Salt
11 1 (0.56%) Docker Swarm
11 1 (0.56%) EMC NetWorker
11 1 (0.56%) HAProxy
11 1 (0.56%) Host Intrusion Detection System
11 1 (0.56%) Kibana
11 1 (0.56%) logstash
11 1 (0.56%) Nagios
11 1 (0.56%) Network Intrusion Detection System
11 1 (0.56%) Prometheus
11 1 (0.56%) yum
Vendors
1 94 (52.51%) Cloudera
2 50 (27.93%) MapR
3 32 (17.88%) Tableau
4 19 (10.61%) Microsoft
4 19 (10.61%) Oracle
4 19 (10.61%) SAP
5 18 (10.06%) Jaspersoft
6 17 (9.50%) ArcSight
6 17 (9.50%) HP
7 16 (8.94%) Google
8 12 (6.70%) Greenplum
8 12 (6.70%) IBM
8 12 (6.70%) Teradata
9 9 (5.03%) Informatica
10 7 (3.91%) Netezza
11 6 (3.35%) Talend
12 4 (2.23%) Red Hat
13 2 (1.12%) BMC
13 2 (1.12%) Datameer
13 2 (1.12%) MuleSoft