Company: PeachIH
Location: Singapore
Web: www.peachih.com
Position: Data Scientist, Machine Learning Engineer

_Contact_:
Email hiringmanager@peachih.com.

Peach IntelliHealth Pte Ltd is an Artificial Intelligence and Machine Learning (AI/ML) healthcare company.  Our mission is to improve healthcare outcomes through actionable data analytics.

MULTIPLE POSITIONS AVAILABLE:

• Data Scientists
• Big Data Engineers
• Machine Learning Engineers
• Software Engineers (mobile, web, reporting)

Responsibilities:

• To interact with multiple business, technical and operations teams to define and deliver new and innovative solutions and products, as well as drive improvements to existing features and products.
• To apply artificial intelligence, machine learning, and data mining technologies for solving innovative problems encountered in improving health-care delivery in hospitals and homes.
• To work with the Peach team to develop a machine-learning analytics platform to tackle a wide range of data-oriented challenges.
• To explore, design, and implement a robust production-grade data processing pipeline that can ingest, aggregate, transform and analyze large health-related datasets.
• To research and develop new artificial intelligence and machine learning algorithms for improving health-care decision making.

Requirements

Must Haves:

• 3+ years' experience with a quantitative background addressing online and batch learning problems in a high-paced environment, ideally dealing with outcomes, which impact human subjects.
• Experience in designing and developing end-to-end machine learning pipeline from data exploration, feature engineering, model building, performance evaluation, and online testing with large data sets.
• Proficient-level experience coding in Python
• Expert in data processing languages such as Python, SQL, UNIX scripting
• Heterogeneous database exp: HBase, Mongo, Cassandra, MySQL, SQL Server,  PostgreSQL
• Strong technical aptitude, including excellent troubleshooting skills.
• Ability to multi-task in a fast-paced and complex work environment
• Experience developing and deploying to production environments

Nice to Haves:

• Experience with Java, R, PHP, Perl and/or Unix Script is an advantage.
• Cloudera: HBase, Spark, Hue, Hive, Pig
• Continuous integration: GitHub, Jenkins, Jira
• Learning lib exp: SCIKIT-learn, Vowpal Wabbit, H2O.ai
• ML technologies: Tensorflow (GPU), Theano, Keras, CUDA
• Angular JS, Cordova

Email your resume, cover letter and start date to: hiringmanager@peachih.com
Please include your current and desired salary.