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Data Scientist

Jakarta, Indonesia

JENIS PEKERJAAN

Full-time

Tentang Peran

  • Lead end-to-end deployment of advanced analytics pipeline, collaborating with product managers, data engineering, or backend engineer team

  • Translating business needs to data science problems, and performing experiments to validate the hypothesis

  • Develop machine learning models (ML)/advanced analytics algorithms using state-of-the-art methods

  • Design analytics framework (ML and statistical model) for various use cases

  • Maintain the quality and execution of the analytics models for various products

  • Perform periodic review on the implementation of the model and data pipeline

  • Collaborate with analytics team to advice on the usage of Hypefast data asset to solve business problems

  • Perform exploratory data analysis on various data sources to get new insights to improve and give recommendation for new product development or online experimentation

  • Discuss and align with stakeholders on key product metrics, design and propose experimentation strategies

  • Launch A/B tests, analyze experiment results and provide recommendations

Persyaratan

  • Have 2+ years of experience in ML/DL

  • Bachelor's Degree in Mathematics, Statistics, Computer Science, or Data Analytics.

  • Strong command in python, SQL, etc.

  • Proficient in developing ML pipelines using Cloud Run, Airflow, Vertex AI GCP is a plus

  • Having experience in a Recommendation System is a plus

  • Strong academic background in concepts of machine learning and deep learning (DL)

  • Hands-on experience in working with deep learning frameworks like tensorflow, pytorch, etc.

  • Comfortable deploying code in cloud environments/on premise environments

  • Be comfortable and flexible in working in an environment where priorities evolve

  • Write clean code has the habit of maintaining a clean documented code

  • Understand best practices in ML/DL and is continuously open to learning

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Kami Mempekerjakan!

 

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