Advanced Machine Learning Engineer for Algorithm-Driven Solutions

2 weeks ago

Singapore beBeeData Full time $90,000 - $120,000

About the Opportunity

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Job Description ">

We are seeking a skilled Data Scientist to join our team and contribute to algorithm-driven solutions.

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This role will support advanced on-chain trading and market data products as well as internal business analytics, optimizing user experience, enhancing trading efficiency, and driving business decisions through data insights.

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You will collaborate closely with product, engineering, and business teams to develop and deploy contextualized algorithm models for key functionalities, including trading opportunity discovery, on-chain entity identification, trading asset recommendations, user behavior prediction, and user profiling.

Key Responsibilities:

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  • ">
  • Design, implement, and iterate on recommendation algorithms, community detection models, user profiling systems, behavior attribution models, and behavior prediction systems.">
  • Develop customized algorithms for advanced on-chain trading scenarios (e.g., real-time signal detection, risk behavior prediction) to enhance product experiences.">
  • Analyze user behavior data, transaction logs, and internal business metrics to provide actionable insights for decision-making.">
"> Required Skills and Qualifications ">

Strong technical skills in machine learning frameworks (e.g., TensorFlow, PyTorch) with hands-on deployment experience.

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Proficiency in programming languages such as Python or R, and data processing libraries (e.g., Pandas, NumPy, Scikit-learn).

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Experience with big data tools (e.g., Spark, Hadoop) and cloud platforms (AWS, GCP, Azure).

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Deep expertise in core algorithm domains, particularly recommendation algorithms, user profiling, behavior attribution, and behavior prediction.

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Master's degree or higher in Computer Science, Statistics, Mathematics, or a related field.

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Minimum of 3 years in data science or related fields, with preference for candidates with experience in financial, trading, or e-commerce platforms.

"> Benefits ">

A competitive total compensation package.

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Professional development programs and education subsidy for employees' growth and development.

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Team building programs and company events.

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Comprehensive healthcare schemes for employees and dependents.

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Wellness and meal allowances.

"> Others ">

Fluent English language skills.

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Strong business acumen to translate algorithms into business value.

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Excellent communication skills to explain complex models to non-technical stakeholders.

"]],

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