- Measuring, monitoring, optimizing and recommending changes to productionized models.
- Managing infrastructure associated with machine learning and advanced analytics.
- Transforming and converting data science prototypes.
- Performing statistical analysis.
- Running machine learning tests including existing deployment improvements and new deployments, and ensuring the broader team understands the limitations of each model.
- Identifying differences in data distribution that influences model performance.
- Working closely with the Principal ML Developer, Senior Data Scientist and Data Scientist to identify effective models to optimize various water treatment processes.Requirements:
- Bachelor's Degree in computer science, Economics, Physics, Engineering or related discipline.
- 7 - 8 years of experienced in delivering machine learning for practical applications.
- Practical experience with ML algorithms, techniques and packages.
- Demonstrated capability in a developer role, ideally with analytical experience.
- Experience with the data science ecosystem including Python.
- Hands on experience with Kubernetes.
- Experience in building and running Docker images.
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Senior Data Scientist - Singapore - DEZIRE TECHNOLOGIES
6 days ago
Description
Roles & Responsibilities