Period
to 17 February 2019

The table below provides summary statistics for permanent job vacancies advertised in London 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 17 February 2019 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
England > London
6 months to
17 Feb 2019
Same period 2018 Same period 2017
Rank 549 687 728
Rank change year-on-year +138 +41 +88
Permanent jobs citing Hortonworks 213 136 88
As % of all permanent IT jobs advertised in London 0.34% 0.20% 0.13%
As % of the Vendors category 0.82% 0.45% 0.30%
Number of salaries quoted 149 109 75
London median annual salary £85,000 £77,500 £75,000
Median salary % change year-on-year +9.68% +3.33% +7.14%
10th Percentile £49,500 £52,250 £53,500
90th Percentile £110,000 £106,000 £93,750
England median annual salary £77,500 £75,000 £75,000
% change year-on-year +3.33% - +20.00%

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 advertised in London.

All Vendors
London
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 26,003 29,958 29,646
As % of all permanent IT jobs advertised in London 41.88% 42.99% 42.35%
Number of salaries quoted 20,261 23,984 24,632
London median annual salary £60,000 £55,000 £55,000
Median salary % change year-on-year +9.09% - +4.76%
10th Percentile £32,000 £31,750 £31,250
90th Percentile £91,250 £85,000 £85,000
England median annual salary £50,000 £47,500 £47,093
% change year-on-year +5.26% +0.87% +4.65%

Hortonworks
Job Vacancy Trend in London

Job postings citing Hortonworks as a percentage of all IT jobs advertised in London.

Job vacancy trend for Hortonworks in London

Hortonworks
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hortonworks in London.

Salary trend for Hortonworks in London

Hortonworks
Salary Histogram in London

The salary distribution of IT jobs citing Hortonworks in London over the 6 months to 17 February 2019.

Salary histogram for Hortonworks in London

Hortonworks
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hortonworks within the London region over the 6 months to 17 February 2019. 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
Central London +20 20 £68,750 -16.67% 6
East London +25 2 £67,500 -
North London - 2 £80,000 - 1
South London -14 1 £55,000 -33.33%
Hortonworks
England

For the 6 months to 17 February 2019, 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 across the London region with a requirement for Hortonworks.

1 201 (94.37%) Big Data
2 200 (93.90%) Hadoop
3 184 (86.38%) Apache Spark
4 152 (71.36%) Kafka
5 149 (69.95%) Python
6 142 (66.67%) Cloudera
7 141 (66.20%) Java
8 139 (65.26%) Apache Hive
9 134 (62.91%) NoSQL
10 130 (61.03%) Scala
11 129 (60.56%) HBase
12 127 (59.62%) Amazon AWS
13 117 (54.93%) Apache Cassandra
13 117 (54.93%) Agile Software Development
14 95 (44.60%) Hadoop YARN
15 93 (43.66%) Analytics
15 93 (43.66%) Oozie
16 92 (43.19%) MapR
17 90 (42.25%) Data Science
18 87 (40.85%) Amazon Redshift
19 85 (39.91%) Elasticsearch
19 85 (39.91%) Apache Flume
20 81 (38.03%) Databricks
21 80 (37.56%) Impala
22 75 (35.21%) Apache Pig
22 75 (35.21%) Flink
22 75 (35.21%) Scrum
23 74 (34.74%) MapReduce
23 74 (34.74%) Couchbase
24 73 (34.27%) Kanban

Hortonworks
Co-occurring IT Skills in London 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
1 184 (86.38%) Apache Spark
2 85 (39.91%) Elasticsearch
3 75 (35.21%) Apache Pig
4 49 (23.00%) Apache Solr
5 38 (17.84%) Apache
6 6 (2.82%) SAS
7 2 (0.94%) Confluence
8 1 (0.47%) Apache Airflow
8 1 (0.47%) Jupyter
8 1 (0.47%) nginx
Applications
1 3 (1.41%) SPSS
2 1 (0.47%) Chatbot
Cloud Services
1 127 (59.62%) Amazon AWS
2 49 (23.00%) Microsoft Azure
3 26 (12.21%) Amazon EMR
4 24 (11.27%) Google Cloud Platform
5 11 (5.16%) GitHub
6 10 (4.69%) Amazon S3
7 9 (4.23%) AWS Data Pipeline
7 9 (4.23%) AWS Lambda
8 8 (3.76%) Amazon SageMaker
9 6 (2.82%) IBM Cloud
10 5 (2.35%) Amazon Kinesis
11 4 (1.88%) IaaS
11 4 (1.88%) PaaS
12 3 (1.41%) Amazon EC2
13 2 (0.94%) Amazon CloudWatch
14 1 (0.47%) Apigee
14 1 (0.47%) Azure Data Factory
14 1 (0.47%) Azure Machine Learning
14 1 (0.47%) Data Lake Analytics
14 1 (0.47%) Slack
Communications & Networking
1 16 (7.51%) Internet
2 5 (2.35%) Kerberos
3 3 (1.41%) Firewall
3 3 (1.41%) VPN
4 2 (0.94%) SSL
5 1 (0.47%) HTTP
5 1 (0.47%) HTTPS
5 1 (0.47%) TCP/IP
5 1 (0.47%) VLAN
Database & Business Intelligence
1 201 (94.37%) Big Data
2 200 (93.90%) Hadoop
3 139 (65.26%) Apache Hive
4 134 (62.91%) NoSQL
5 129 (60.56%) HBase
6 117 (54.93%) Apache Cassandra
7 87 (40.85%) Amazon Redshift
8 80 (37.56%) Impala
9 75 (35.21%) Flink
10 74 (34.74%) Couchbase
11 72 (33.80%) CouchDB
12 28 (13.15%) MongoDB
13 27 (12.68%) Data Warehouse
14 22 (10.33%) Spark SQL
15 13 (6.10%) Pentaho
16 12 (5.63%) Relational Database
17 11 (5.16%) Apache Zeppelin
17 11 (5.16%) DataStax
18 10 (4.69%) Data Lake
18 10 (4.69%) Sqoop
Development Applications
1 22 (10.33%) Jenkins
2 11 (5.16%) Git (software)
3 8 (3.76%) Artifactory
3 8 (3.76%) Atlassian Bamboo
3 8 (3.76%) Vagrant
4 5 (2.35%) GitLab
4 5 (2.35%) JUnit
5 4 (1.88%) Travis CI
6 3 (1.41%) JIRA
6 3 (1.41%) Maven
7 2 (0.94%) Eclipse
7 2 (0.94%) FindBugs
7 2 (0.94%) IntelliJ
7 2 (0.94%) PowerDesigner
7 2 (0.94%) TeamCity
8 1 (0.47%) Selenium
8 1 (0.47%) SonarQube
General
1 38 (17.84%) Finance
2 34 (15.96%) Banking
3 16 (7.51%) Games
4 11 (5.16%) Advertising
5 9 (4.23%) Investment Banking
6 6 (2.82%) Retail
7 3 (1.41%) Aerospace
8 2 (0.94%) Financial Institution
8 2 (0.94%) Legal
8 2 (0.94%) Manufacturing
8 2 (0.94%) Marketing
8 2 (0.94%) Pharmaceutical
8 2 (0.94%) Telecoms
Job Titles
1 126 (59.15%) Data Engineer
2 97 (45.54%) Big Data Engineer
3 21 (9.86%) Senior Data Engineer
4 20 (9.39%) Architect
5 19 (8.92%) Data Architect
6 16 (7.51%) Administrator
6 16 (7.51%) Developer
6 16 (7.51%) Games Engineer
7 13 (6.10%) Big Data Developer
7 13 (6.10%) Data Administrator
8 12 (5.63%) Big Data Architect
9 11 (5.16%) Consultant
10 10 (4.69%) Big Data Consultant
10 10 (4.69%) Data Consultant
10 10 (4.69%) Data Scientist
10 10 (4.69%) Python Engineer
11 8 (3.76%) Hadoop Engineer
12 7 (3.29%) Hadoop Administrator
12 7 (3.29%) Systems Administrator
13 6 (2.82%) Technical Consultant
Libraries, Frameworks & Software Standards
1 152 (71.36%) Kafka
2 26 (12.21%) Spark Streaming
3 20 (9.39%) .NET
4 18 (8.45%) PySpark
5 12 (5.63%) Elastic Stack
6 11 (5.16%) TensorFlow
7 10 (4.69%) scikit-learn
8 9 (4.23%) Middleware
8 9 (4.23%) Rendezvous
9 8 (3.76%) MXNet
9 8 (3.76%) Natural Language Processing
10 5 (2.35%) Apache NiFi
10 5 (2.35%) Web Services
11 3 (1.41%) Apache Avro
11 3 (1.41%) MLlib
11 3 (1.41%) REST
11 3 (1.41%) RESTful
11 3 (1.41%) SPNEGO
12 2 (0.94%) Keras
12 2 (0.94%) RabbitMQ
Miscellaneous
1 12 (5.63%) Analytical Skills
2 8 (3.76%) Fintech
3 6 (2.82%) Algorithms
4 5 (2.35%) Derivative
4 5 (2.35%) Market Risk
5 4 (1.88%) Linux Command Line
6 3 (1.41%) Data Structures
6 3 (1.41%) Greenfield Project
6 3 (1.41%) Life Science
6 3 (1.41%) Social Network
6 3 (1.41%) Wiki
7 2 (0.94%) Acoustics
7 2 (0.94%) Blog
7 2 (0.94%) Mainframe
7 2 (0.94%) Virtual Team
8 1 (0.47%) Cybercrime
8 1 (0.47%) Hybrid Cloud
8 1 (0.47%) Private Cloud
8 1 (0.47%) Reference Data
8 1 (0.47%) Self-Motivation
Operating Systems
1 54 (25.35%) Linux
2 18 (8.45%) Unix
3 4 (1.88%) CentOS
3 4 (1.88%) Red Hat Enterprise Linux
3 4 (1.88%) Windows
4 2 (0.94%) DC/OS
4 2 (0.94%) Fedora
4 2 (0.94%) Ubuntu
5 1 (0.47%) CoreOS
Processes & Methodologies
1 117 (54.93%) Agile Software Development
2 93 (43.66%) Analytics
3 90 (42.25%) Data Science
4 75 (35.21%) Scrum
5 74 (34.74%) MapReduce
6 73 (34.27%) Kanban
7 72 (33.80%) ETL
8 44 (20.66%) Machine Learning
9 35 (16.43%) Software Engineering
10 32 (15.02%) Data Modelling
11 29 (13.62%) Artificial Intelligence
11 29 (13.62%) DevOps
12 28 (13.15%) Data Analytics
13 25 (11.74%) Data Engineering
13 25 (11.74%) Data Integration
14 20 (9.39%) Functional Programming
15 18 (8.45%) Continuous Integration
16 17 (7.98%) Data Analysis
16 17 (7.98%) Use Case
17 15 (7.04%) Data Munging
Programming Languages
1 149 (69.95%) Python
2 141 (66.20%) Java
3 130 (61.03%) Scala
4 60 (28.17%) SQL
5 18 (8.45%) C#
6 16 (7.51%) Bash Shell
6 16 (7.51%) R
7 9 (4.23%) JavaScript
8 6 (2.82%) Haskell
8 6 (2.82%) Perl
9 3 (1.41%) PowerShell
10 2 (0.94%) Ruby
10 2 (0.94%) Shell Script
11 1 (0.47%) C
11 1 (0.47%) C++
11 1 (0.47%) Clojure
11 1 (0.47%) MATLAB
11 1 (0.47%) T-SQL
11 1 (0.47%) VB.NET
Qualifications
1 20 (9.39%) Degree
2 7 (3.29%) Computer Science Degree
3 6 (2.82%) Security Cleared
4 2 (0.94%) PhD
5 1 (0.47%) CCNA
5 1 (0.47%) Cisco Certification
5 1 (0.47%) CISSP
5 1 (0.47%) CompTIA Security+
5 1 (0.47%) DV Cleared
5 1 (0.47%) GIAC
5 1 (0.47%) Linux+ Certification
5 1 (0.47%) Master's Degree
5 1 (0.47%) MCSE
5 1 (0.47%) Microsoft Certification
5 1 (0.47%) Network+ Certification
5 1 (0.47%) SANS
5 1 (0.47%) SSCP
Quality Assurance & Compliance
1 13 (6.10%) MiFID
2 9 (4.23%) Data Quality
2 9 (4.23%) QA
3 5 (2.35%) GDPR
4 4 (1.88%) IFRS
4 4 (1.88%) Solvency II
5 2 (0.94%) ISO/IEC 27001
6 1 (0.47%) PMO
System Software
1 85 (39.91%) Apache Flume
2 39 (18.31%) HDFS
3 36 (16.90%) Docker
4 17 (7.98%) Apache ZooKeeper
5 10 (4.69%) VirtualBox
6 4 (1.88%) Active Directory
7 2 (0.94%) VMware ESXi
7 2 (0.94%) VMware Infrastructure
7 2 (0.94%) Xen
Systems Management
1 95 (44.60%) Hadoop YARN
2 93 (43.66%) Oozie
3 30 (14.08%) Ansible
4 21 (9.86%) Kibana
5 19 (8.92%) logstash
6 18 (8.45%) Kubernetes
7 17 (7.98%) Ambari
8 13 (6.10%) Prometheus
9 10 (4.69%) Docker Swarm
9 10 (4.69%) Terraform
10 9 (4.23%) Grafana
11 6 (2.82%) Puppet
12 4 (1.88%) Opscode Chef
13 2 (0.94%) Nagios
13 2 (0.94%) OpenNMS
13 2 (0.94%) vCenter Server
13 2 (0.94%) ZABBIX
14 1 (0.47%) Apache Brooklyn
14 1 (0.47%) Marathon
14 1 (0.47%) Single Sign-On
Vendors
1 142 (66.67%) Cloudera
2 92 (43.19%) MapR
3 81 (38.03%) Databricks
4 24 (11.27%) Google
5 16 (7.51%) Informatica
5 16 (7.51%) Talend
6 15 (7.04%) WorldPay
7 14 (6.57%) Oracle
8 9 (4.23%) Solace
8 9 (4.23%) TIBCO
9 8 (3.76%) Dataiku
9 8 (3.76%) IBM
10 6 (2.82%) VMware
11 5 (2.35%) Tableau
12 4 (1.88%) Microsoft
12 4 (1.88%) Red Hat
12 4 (1.88%) SAP
13 2 (0.94%) Cognizant
13 2 (0.94%) MicroStrategy
13 2 (0.94%) Salesforce.com