Data Explorer

2 weeks ago

Singapore beBeeDataScientist Full time $120,000 - $180,000

We are seeking a skilled Data Analyst to join our team.

Job Description:

Data analysts will partner with the Head of Data Science to design, train and deploy advanced machine learning (ML), deep learning, and large language model (LLM) models.

The role will directly enable initiatives in user behavior modeling, retention optimization, personalization, risk management and growth strategies.

Main Responsibilities:

  • Develop and deploy ML, deep learning, and LLM models for behavior prediction, retention, recommendations, risk assessment and growth optimization using Python and SQL.
  • Preprocess and engineer features from diverse datasets (logs, transactions, text) for ML and LLM models.
  • Optimize and validate models through experimentation (A/B testing, hyperparameter tuning) and robust performance metrics.

Required Skills & Qualifications:

  • Python with ML/DL frameworks (TensorFlow, PyTorch, Scikit-learn)
  • LLM libraries (Hugging Face, LangChain)
  • Strong SQL skills for large-scale data analysis
  • Expertise in ML algorithms, deep learning and LLM fine-tuning (RAG, MCP, PEFT)
  • Bachelor's or higher in Data Science, Computer Science, Statistics, or related field (PhD preferred)
  • Familiarity with distributed systems (Hadoop, Spark, Hive)
  • Knowledge of visualization tools (Tableau, Power BI, Matplotlib, Seaborn)

Benefits:

  • Opportunity to work on cutting-edge projects
  • Collaborative and dynamic work environment
  • Ongoing training and professional development opportunities

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