Senior Data Scientist

5 days ago

Singapore MANN+HUMMEL Full time

Join to apply for the Senior Data Scientist role at MANN+HUMMEL Job Description The data scientist understands how data can be used to create business value, identifies opportunities to do so and drives or implements data science projects to implement them. Main Tasks Working cross-functionally with business managers/product managers/engineers and designers to gather requirements and to understand their business processes Applying machine learning techniques, in core subject areas including: filter life time predictions, air quality management and recommendations and intelligent industrial filtration Designing experiments and back-test algorithms using historical data Making strategic data architecture recommendations Implementing data science experimental framework to enable organization-wide experiments Design, develop, test and deploy analysis, hypothesis, and machine learning models that solves business challenges and uncovers insights to enhance business performances Design, implement, and manage data analytics pipelines from end-to-end Collect, cleanse and transform data from multiple data sources for report generation and visualization for business units and technical audiences Develop machine learning classifiers, algorithms and processes Data mining of data sets of various types and formats Your Profile Masters Degree/PHD in Computer Science or a related technical field with the ability to manage stakeholders and communicate well Strong experience in Machine Learning with at least 10 years of Python or R development experience and good experience in SQL. Experience in Hadoop & Spark is advantageous Proficient in programming languages such as Python or Java is required Extensive data analytic experience in Pandas, NumPy, scikit-learn, Jupyter, R, etc Demonstrated experience applying and showing an understanding of machine learning algorithms for classification, regression, clustering, etc Developed and deployed applications running on public cloud systems, such as AWS or equivalent Experience working in Hadoop ecosystem and Spark is a plus Experience with common data science tools such as R, python, scipy, sagemaker, AWS, Dynamodb, Tableau Experience with machine learning tools #J-18808-Ljbffr

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