Data Scientist

2 weeks ago


Singapore GREEN LINK DIGITAL BANK PTE. LTD. Full time
Roles & Responsibilities

About Us

Green Link Digital Bank is Singapore's inaugural wholesale digital bank focusing on supply chain finance, mainly serving MSMEs and aiming to help MSMEs grow and improve digitization.

We are seeking a highly skilled and motivated Data Scientist to join our team. The ideal candidate will be responsible for analyzing complex datasets to drive business decision-making, developing predictive models, and providing insights through data analysis. Additionally, the candidate will have expertise in leveraging Large Language Models (LLMs) to enhance data driven solutions. The Data Scientist will collaborate closely with stakeholders to understand business needs, design experiments, and implement machine learning algorithms, including LLMs, to solve complex problems.

Responsibilities

  • Analyze large and complex datasets to identify trends, patterns, and insights.
  • Build and deploy machine learning models, including Large Language Models (LLMs), to solve business problems.
  • Develop data-driven solutions and communicate findings to stakeholders.
  • Collaborate with cross-functional teams to define data requirements and deliver actionable insights.
  • Conduct experiments and A/B testing to optimize processes.
  • Create data visualizations and reports to present findings effectively.
  • Ensure data integrity and accuracy in analyses.
  • Stay current with industry trends and best practices in data science, machine learning, and natural language processing.
  • Fine-tune and optimize LLMs for specific use cases, such as text generation, sentiment analysis, or chatbots.

Requirements

  • Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or a related field.
  • Minimum of 5 years experience in data science/machine learning.
  • Strong proficiency in programming languages like Python, R, or SQL.
  • Experience with machine learning libraries (e.g., scikit-learn, TensorFlow, PyTorch).
  • Proficiency in data visualization tools (e.g., Power BI, matplotlib).
  • Solid understanding of statistical methods and data analysis techniques.
  • Experience with Large Language Models (LLMs) and natural language processing (NLP) tasks.
  • Strong problem-solving skills and ability to work with ambiguous data.
  • Excellent communication skills to present complex findings to non-technical stakeholders.

Nice to Have

  • Experience with big data technologies (e.g., Hadoop, Spark).
  • Familiarity with cloud technologies.
  • Knowledge of data engineering concepts.
  • Experience fine-tuning models for specific tasks.
Tell employers what skills you have

Excellent Communication Skills
TensorFlow
Machine Learning
Cloud Technologies
Data Analysis
Big Data
Natural Language Processing
Hadoop
Problem Solving
Data Engineering
PyTorch
Python
Statistics
Data Science
Ab Testing
Power BI
Programming
Matplotlib
statistical methods
Data Visualization
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