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Senior Data Scientist

Taipei City, Taiwan

Full Time

At SWAG Live's data team, our goal is to democratize data by building a self-service data platform. We strive to empower our internal teams with the ability to access, understand, and generate valuable insights from data.

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In this role, you'll work with a multidisciplinary team of engineers and analysts to solve a variety of problems using statistical methods. You'll handle large, complex event-based datasets, conduct comprehensive data gathering, specify requirements, perform exploratory data analysis, and develop models. We're particularly interested in a data scientist with experience in developing recommendation models and a keen interest in LLM product development.

Responsibilities

  1. Collaborate with the business intelligence team to utilize historical data in forecasting future trends and detecting fraud.

  2. Collaborate with the operations team and the data engineering team to design various systems, which include, but are not limited to:

    • User activity monitoring and anomaly detection

    • Content moderation system

    • Systems for optimization operation workflows

  3. Work with the data engineering team to design and implement recommendation systems at scale.

Requirements

  1. Fluency in common data science Python libraries, including but not limited to numpy, pandas, scikit-learn.

  2. Fluency in several machine learning frameworks, including but not limited to tensorflow / pytorch, keras, theanos, pyspark

  3. Proficiency in the basic software development lifecycle and low-level code optimization.

  4. A self-directed learning mentality.

  5. Comfortable working in an English-speaking environment.

Good to have

  1. Knowledge in deep learning based recommender system such as DLRM, Wide & Deep , and NCF.

  2. Expertise in building LLM applications and familiarity with foundational models (LLaMA, BERT, GPT, Mixtral 8x7B) and frameworks, such as langchain, weights & biases as well as retrieval mechanisms with vector databases such as pinecone and weaviate.

  3. Experience in leading a team and providing mentorship.

Salary Range

1,600,000 – 2,200,000 TWD per annum

Application for This Position

Please attach your resume to the email and include your name, contact number, and the best time for us to contact you.Thank you for your application!

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