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PeachIH: Data Scientist, Machine Learning Engineer


Artificial Intelligence and Machine Learning (AI/ML) healthcare company is seeking candidates for multiple positions: Data Scientists, Big Data Engineers, Machine Learning Engineers, Software Engineers (mobile, web, reporting).



Company: PeachIHPeachIH
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.