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: PeachIH
Location: Singapore
Web: www.peachih.com
Position: Data Scientist, Machine Learning Engineer
_Contact_:
Email [email protected].
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: [email protected]
Please include your current and desired salary.
