Period
to 15 August 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 August 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 Aug 2018
Same period 2017 Same period 2016
Rank 878 995 1014
Rank change year-on-year +117 +19 +197
Permanent jobs citing Hortonworks 307 192 260
As % of all permanent IT jobs advertised in the UK 0.18% 0.11% 0.13%
As % of the Vendors category 0.41% 0.24% 0.29%
Number of salaries quoted 164 155 157
UK median annual salary £75,000 £65,000 £60,000
Median salary % change year-on-year +15.38% +8.33% +9.56%
10th Percentile £46,800 £45,000 £40,000
90th Percentile £109,625 £98,000 £92,500
UK excluding London median annual salary £65,000 £55,000 £55,000
% change year-on-year +18.18% - +10.00%

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 74,545 78,938 88,668
As % of all permanent IT jobs advertised in the UK 43.96% 44.60% 44.68%
Number of salaries quoted 57,832 61,557 72,156
UK median annual salary £49,500 £47,500 £45,000
Median salary % change year-on-year +4.21% +5.56% -
10th Percentile £26,750 £26,250 £26,250
90th Percentile £78,750 £75,000 £75,000
UK excluding London median annual salary £44,000 £42,500 £41,500
% change year-on-year +3.53% +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 15 August 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 August 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 +118 292 £75,000 +15.38% 35
London +117 206 £80,000 +6.67% 17
UK excluding London +60 88 £65,000 +18.18% 18
South East +30 58 £65,000 +18.18% 5
East of England +13 13 £49,700 -5.33%
South West -12 9 £70,000 - 3
Scotland - 4 - - 1
North of England +19 3 £67,500 +5.88% 7
North East -18 2 £67,500 +35.00%
Midlands +21 1 £50,000 -16.67% 2
North West +16 1 £55,000 -15.38% 2
West Midlands - 1 £50,000 -

For the 6 months to 15 August 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.

1 284 (92.51%) Hadoop
2 246 (80.13%) Big Data
3 186 (60.59%) Python
4 181 (58.96%) Cloudera
5 174 (56.68%) Apache Spark
6 166 (54.07%) Java
7 165 (53.75%) Apache Hive
8 138 (44.95%) Kafka
9 135 (43.97%) Analytics
10 132 (43.00%) Scala
11 126 (41.04%) Linux
12 120 (39.09%) Agile Software Development
13 119 (38.76%) NoSQL
14 107 (34.85%) Amazon AWS
15 105 (34.20%) ETL
16 99 (32.25%) HBase
17 94 (30.62%) SQL
18 92 (29.97%) Machine Learning
19 90 (29.32%) Jenkins
20 89 (28.99%) HDFS
21 88 (28.66%) Continuous Integration
22 84 (27.36%) MapReduce
23 83 (27.04%) Data Science
24 77 (25.08%) Apache Flume
25 73 (23.78%) Apache Cassandra
25 73 (23.78%) Impala
26 68 (22.15%) MapR
27 67 (21.82%) Apache
28 66 (21.50%) Sqoop
29 62 (20.20%) WorldPay

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
1 174 (56.68%) Apache Spark
2 67 (21.82%) Apache
3 31 (10.10%) Apache Pig
4 24 (7.82%) Elasticsearch
5 23 (7.49%) Apache Solr
6 12 (3.91%) Confluence
6 12 (3.91%) SAS
7 5 (1.63%) Tomcat
8 3 (0.98%) Ethereum
8 3 (0.98%) Hyperledger
8 3 (0.98%) Jupyter
Applications
1 3 (0.98%) Chatbot
1 3 (0.98%) Microsoft Office
Business Applications
1 3 (0.98%) Distributed Ledger
Cloud Services
1 107 (34.85%) Amazon AWS
2 59 (19.22%) Microsoft Azure
3 38 (12.38%) Google Cloud Platform
4 31 (10.10%) Amazon EMR
5 20 (6.51%) IBM Cloud
6 12 (3.91%) Amazon Kinesis
6 12 (3.91%) Amazon SageMaker
7 8 (2.61%) PaaS
8 7 (2.28%) SaaS
9 6 (1.95%) GitHub
10 4 (1.30%) IaaS
11 3 (0.98%) Amazon EC2
12 2 (0.65%) Amazon S3
12 2 (0.65%) Cloud Computing
13 1 (0.33%) Azure Data Factory
13 1 (0.33%) Azure Machine Learning
13 1 (0.33%) CloudBees
13 1 (0.33%) Cloudflare
13 1 (0.33%) CloudFront
13 1 (0.33%) OpenShift
Communications & Networking
1 41 (13.36%) Kerberos
2 16 (5.21%) TCP/IP
3 5 (1.63%) Broadband
4 4 (1.30%) Firewall
5 3 (0.98%) Internet
5 3 (0.98%) SSL
6 2 (0.65%) VPN
7 1 (0.33%) Network Security
7 1 (0.33%) Reverse Proxy
7 1 (0.33%) VLAN
Database & Business Intelligence
1 284 (92.51%) Hadoop
2 246 (80.13%) Big Data
3 165 (53.75%) Apache Hive
4 119 (38.76%) NoSQL
5 99 (32.25%) HBase
6 73 (23.78%) Apache Cassandra
6 73 (23.78%) Impala
7 66 (21.50%) Sqoop
8 48 (15.64%) MongoDB
9 47 (15.31%) Data Warehouse
10 42 (13.68%) PostgreSQL
11 36 (11.73%) Neo4j
12 32 (10.42%) Amazon Redshift
13 27 (8.79%) Relational Database
14 25 (8.14%) Data Lake
15 19 (6.19%) Flink
16 18 (5.86%) DB2
17 17 (5.54%) SQL Server
18 16 (5.21%) Cosmos DB
18 16 (5.21%) CouchDB
Development Applications
1 90 (29.32%) Jenkins
2 50 (16.29%) Git (software)
3 38 (12.38%) TeamCity
4 28 (9.12%) Atlassian Bamboo
4 28 (9.12%) Vagrant
5 26 (8.47%) JUnit
6 17 (5.54%) JIRA
7 6 (1.95%) Cucumber
8 5 (1.63%) CircleCI
9 3 (0.98%) Gradle
10 2 (0.65%) GitLab
10 2 (0.65%) Maven
10 2 (0.65%) RStudio
10 2 (0.65%) Travis CI
11 1 (0.33%) Artifactory
11 1 (0.33%) Bitbucket
11 1 (0.33%) Gerrit
11 1 (0.33%) Selenium
11 1 (0.33%) SonarQube
General
1 35 (11.40%) Finance
2 31 (10.10%) Retail
3 29 (9.45%) Banking
4 25 (8.14%) Marketing
5 20 (6.51%) Manufacturing
6 17 (5.54%) Investment Banking
7 13 (4.23%) Front Office
8 12 (3.91%) Pharmaceutical
9 7 (2.28%) Games
10 6 (1.95%) Advertising
11 5 (1.63%) Telecoms
12 3 (0.98%) Electronics
13 2 (0.65%) Financial Institution
14 1 (0.33%) French Language
14 1 (0.33%) German Language
14 1 (0.33%) Law
Job Titles
1 153 (49.84%) Data Engineer
2 102 (33.22%) Big Data Engineer
3 58 (18.89%) Hadoop Engineer
4 47 (15.31%) Developer
5 37 (12.05%) Architect
6 32 (10.42%) Senior Data Engineer
7 29 (9.45%) Systems Engineer
8 26 (8.47%) Senior Hadoop Engineer
9 25 (8.14%) Data Architect
10 21 (6.84%) Data Scientist
11 19 (6.19%) Hadoop Developer
12 17 (5.54%) AWS Engineer
13 15 (4.89%) Big Data Developer
14 14 (4.56%) Azure Engineer
14 14 (4.56%) Big Data Architect
14 14 (4.56%) DevOps Engineer
14 14 (4.56%) Linux Engineer
14 14 (4.56%) Linux Systems Engineer
14 14 (4.56%) Scala Developer
14 14 (4.56%) Senior Developer
Libraries, Frameworks & Software Standards
1 138 (44.95%) Kafka
2 51 (16.61%) TensorFlow
3 40 (13.03%) Spark Streaming
4 37 (12.05%) MLlib
5 35 (11.40%) Keras
6 18 (5.86%) LDAP
6 18 (5.86%) Natural Language Processing
7 15 (4.89%) PySpark
7 15 (4.89%) SPNEGO
8 12 (3.91%) MXNet
8 12 (3.91%) scikit-learn
9 11 (3.58%) SparkR
10 8 (2.61%) .NET
10 8 (2.61%) RabbitMQ
11 6 (1.95%) AngularJS
11 6 (1.95%) Middleware
11 6 (1.95%) XML
12 3 (0.98%) LESS
12 3 (0.98%) React
12 3 (0.98%) RESTful
Miscellaneous
1 53 (17.26%) Analytical Skills
2 45 (14.66%) Fintech
3 24 (7.82%) User Experience
4 22 (7.17%) Computer Science
5 17 (5.54%) Algorithms
6 15 (4.89%) Greenfield Project
6 15 (4.89%) Linux Command Line
7 14 (4.56%) Life Science
8 13 (4.23%) Blog
9 12 (3.91%) Data Structures
9 12 (3.91%) Virtual Team
10 11 (3.58%) Derivative
10 11 (3.58%) Market Risk
11 9 (2.93%) Wiki
12 5 (1.63%) Enterprise Storage
13 4 (1.30%) Acoustics
13 4 (1.30%) DataPower
13 4 (1.30%) NHS
14 3 (0.98%) Bitcoin
14 3 (0.98%) Social Media
Operating Systems
1 126 (41.04%) Linux
2 47 (15.31%) Unix
3 14 (4.56%) Red Hat Enterprise Linux
3 14 (4.56%) Windows
4 10 (3.26%) CentOS
5 9 (2.93%) Ubuntu
6 8 (2.61%) Fedora
7 4 (1.30%) AIX
7 4 (1.30%) HPUX
7 4 (1.30%) Solaris
8 1 (0.33%) Windows Server
Processes & Methodologies
1 135 (43.97%) Analytics
2 120 (39.09%) Agile Software Development
3 105 (34.20%) ETL
4 92 (29.97%) Machine Learning
5 88 (28.66%) Continuous Integration
6 84 (27.36%) MapReduce
7 83 (27.04%) Data Science
8 53 (17.26%) Deep Learning
9 50 (16.29%) Configuration Management
9 50 (16.29%) Data Engineering
10 49 (15.96%) Software Engineering
11 39 (12.70%) Data Analytics
12 37 (12.05%) Artificial Intelligence
12 37 (12.05%) DevOps
13 35 (11.40%) Data Transformation
14 34 (11.07%) Data Modelling
15 31 (10.10%) Translating Business Requirements
16 29 (9.45%) Data Munging
16 29 (9.45%) Unit Testing
17 27 (8.79%) Visualisation
Programming Languages
1 186 (60.59%) Python
2 166 (54.07%) Java
3 132 (43.00%) Scala
4 94 (30.62%) SQL
5 41 (13.36%) R
6 40 (13.03%) Go
7 38 (12.38%) Shell Script
8 27 (8.79%) Bash Shell
9 19 (6.19%) Perl
10 18 (5.86%) JavaScript
11 16 (5.21%) C#
12 11 (3.58%) C
13 9 (2.93%) PowerShell
14 3 (0.98%) Ruby
14 3 (0.98%) TypeScript
15 2 (0.65%) C++
15 2 (0.65%) MATLAB
15 2 (0.65%) PHP
15 2 (0.65%) T-SQL
16 1 (0.33%) VB.NET
Qualifications
1 23 (7.49%) Security Cleared
2 8 (2.61%) Degree
3 7 (2.28%) DV Cleared
4 5 (1.63%) CCNA
4 5 (1.63%) Cisco Certification
4 5 (1.63%) CISSP
4 5 (1.63%) CompTIA Security+
4 5 (1.63%) GIAC
4 5 (1.63%) Linux+ Certification
4 5 (1.63%) MCSE
4 5 (1.63%) Microsoft Certification
4 5 (1.63%) Network+ Certification
4 5 (1.63%) SANS
4 5 (1.63%) SSCP
5 4 (1.30%) PhD
6 3 (0.98%) Computer Science Degree
6 3 (0.98%) PMI Certification
6 3 (0.98%) SC Cleared
7 2 (0.65%) Numerate Degree
8 1 (0.33%) EMC Certification
Quality Assurance & Compliance
1 11 (3.58%) MiFID
2 8 (2.61%) PMO
3 6 (1.95%) QA
3 6 (1.95%) SLA
4 5 (1.63%) GCP
5 3 (0.98%) COBIT
5 3 (0.98%) Data Quality
5 3 (0.98%) GDPR
System Software
1 89 (28.99%) HDFS
2 77 (25.08%) Apache Flume
3 50 (16.29%) Docker
4 38 (12.38%) Active Directory
5 35 (11.40%) VirtualBox
6 9 (2.93%) VMware Infrastructure
6 9 (2.93%) Xen
7 8 (2.61%) Apache ZooKeeper
8 7 (2.28%) VMware ESXi
9 5 (1.63%) NFS
9 5 (1.63%) Samba
10 4 (1.30%) Virtual Machines
11 2 (0.65%) KVM
Systems Management
1 60 (19.54%) Hadoop YARN
2 46 (14.98%) Ansible
3 45 (14.66%) Kubernetes
4 42 (13.68%) Oozie
5 37 (12.05%) Docker Swarm
6 31 (10.10%) Terraform
7 19 (6.19%) Puppet
8 15 (4.89%) Prometheus
9 14 (4.56%) Grafana
10 12 (3.91%) Kibana
10 12 (3.91%) logstash
11 7 (2.28%) Nagios
11 7 (2.28%) OpenNMS
11 7 (2.28%) vCenter Server
11 7 (2.28%) ZABBIX
12 4 (1.30%) Opscode Chef
12 4 (1.30%) Tivoli
12 4 (1.30%) Tivoli Monitoring
13 3 (0.98%) Ambari
14 2 (0.65%) Mesos
Vendors
1 181 (58.96%) Cloudera
2 68 (22.15%) MapR
3 62 (20.20%) WorldPay
4 46 (14.98%) Google
5 37 (12.05%) IBM
6 36 (11.73%) Oracle
7 33 (10.75%) Informatica
8 30 (9.77%) Databricks
9 25 (8.14%) Talend
10 22 (7.17%) Microsoft
11 17 (5.54%) Netezza
12 16 (5.21%) Sybase
13 13 (4.23%) Dataiku
14 12 (3.91%) Tableau
14 12 (3.91%) Teradata
15 9 (2.93%) MuleSoft
15 9 (2.93%) VMware
16 8 (2.61%) Red Hat
17 7 (2.28%) Datameer
17 7 (2.28%) SolarWinds