Data Insight Engineer

3 days ago

Singapore beBeeData Full time

Data Science Opportunity

We are seeking a skilled Data Scientist to join our team and drive innovation through advanced ML, deep learning, and LLM models.

Main Responsibilities

  • Design, train, and deploy ML, deep learning, and LLM models for behavior prediction, retention, recommendations, risk assessment, and growth optimization.
  • Preprocess and engineer features from diverse datasets using Python and SQL.
  • Optimize and validate models through experimentation and robust performance metrics.

Analytics & Optimization

The successful candidate will build dashboards and monitoring frameworks to evaluate model performance and user insights. They will also translate data into actionable visualizations and analytics that guide product, retention, and growth strategies.

Collaboration & Best Practices

The ideal candidate will partner with product, engineering, and business teams to deliver data-driven solutions. They will communicate insights clearly to both technical and non-technical stakeholders and apply best practices in agile development, CI/CD, and version control.

Requirements

Must-Have

  • Bachelor's or higher in Data Science, Computer Science, Statistics, or related field (PhD preferred).
  • Proficiency in Python with ML/DL frameworks (TensorFlow, PyTorch, Scikit-learn) and LLM libraries (Hugging Face, LangChain).
  • Strong SQL skills for large-scale data analysis.
  • Expertise in ML algorithms, deep learning, and LLM fine-tuning.
  • Familiarity with agile development and CI/CD workflows.

Nice-to-Have

  • Experience in user modeling, recommendations, retention, or growth analytics.
  • Hands-on expertise in advanced LLM fine-tuning.
  • Knowledge of distributed systems.
  • Proficiency with visualization tools.

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