Data Scientist- Population Health
Singapore, Central, Singapore
EVYD Technology
EVYD Technology is a healthcare AI and Big Data company established with the aim to deliver data-driven solutions to address healthcare issues facing countries in Southeast Asia and beyond.
We are transforming healthcare through Data Intelligence. Our Big Data platform aggregates raw data that reside in disparate information systems and convert them into computable, structured and standardized data so that they could be further processed to derive deep insights and knowledge using natural language processing, machine learning and other AI technologies.
IN BRIEF
Provide data processing, mining, analysis, and modelling in medical domain to support Project deliveries and develop EVYD Core Technology
KEY RESPONSIBILITIES
- Perform data pre-processing, feature engineering, and build data science models to address the medical related use case
- Communicate with internal and external clients to understand business use cases and translate the business problems to relevant data science models and provide analytical solutions
- Work closely with Data Engineers /Medical Data Specialists to ensure the data science functions were delivered as a full solution with high quality
- Communicate results to technical and non-technical audience
- Research, experiment, implement & document the State-of-Art algorithms in medical domains (e.g : NLP, Operational Research, Recommendation Systems, Chatbot, Reinforcement Learning…etc)
REQUIREMENTS:
- Bachelor’s degree or above in Computer Science, Mathematics, Data Science, Statistics, Health Informatics, or related fields
- 2+ years of prior experience as a Data Scientist or in similar roles (number depends on the seniority)
- Highly proficient in programming languages such as Python and machine learning tools like Jupyter Notebook, TensorFlow, PyTorch etc
- In-depth knowledge of statistics, machine learning, and deep learning techniques
- Good analytical and problem-solving skills
- Faster learner, results driven, able to function independently with minimal supervision
- Flexible in adapting in a dynamic environment
- Strong sense of ownership and accountability, with good attention to detail
- Excellent verbal and written communication skills (Proficient in Mandarin will be a plus)
- Experience in handling end-to-end machine learning projects in live production environment will be a plus
- Experience in healthcare company in domains like NLP/Forecasting/Optimization/Recommendation system will be a plus
- Experience in the use of one or more current analytical / big data technologies such as Azure, AWS will be a plus
Due to limited capacity, we regret that only shortlisted candidates will be contacted.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: AWS Azure Big Data Computer Science Deep Learning Engineering Feature engineering Jupyter Machine Learning Mathematics NLP Python PyTorch Research Statistics TensorFlow
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