Data Science Engineer (NLP), P2P & Content

Status
Asia +7
Full time
Remote
Compensation is not specified
Role
Data Scientist
Description

Job Responsibilities:

  • Utilize natural language processing techniques to analyze extensive textual data and develop and optimize Large Language Models and multimodal models for generating actionable business insights.
  • Build and maintain end-to-end machine learning pipelines, encompassing data processing, feature engineering, model training, evaluation, deployment, and monitoring.
  • Lead the implementation of machine learning models in production environments, focusing on scalability, reliability, availability, and low-latency inference, leveraging cloud infrastructure for optimal performance.
  • Collaborate with various stakeholders to identify AI opportunities aligned with organizational objectives and communicate insights effectively through data analysis and visualization.
  • Keep up-to-date with the latest advancements in AI technologies, particularly in multimodal AI, and incorporate cutting-edge solutions into existing platforms.
  • Investigate the use of agentic AI to streamline detection and monitoring processes in risk management systems, enhancing accuracy and response times.

Requirements:

  • Minimum 4 years of AI/ML experience, specializing in NLP and/or multimodal AI, with a Master’s degree or higher in Computer Science, Data Science, or related fields.
  • Proficiency in big data tools such as Apache Spark, Hadoop, Kafka, VectorDB, or their equivalent platforms.
  • Strong programming skills in Python or Java, with practical experience in ML/NLP libraries and deep learning frameworks like TensorFlow, PyTorch, Scikit-learn, SpaCy, and NLTK.
  • Sound knowledge of modern machine learning and deep learning techniques, including transformer architectures (BERT, GPT), hyperparameter optimization, and strategies for managing imbalanced datasets.
  • Experience optimizing and deploying ML models for low-latency inference in production, with familiarity in end-to-end ML deployment processes involving version control, CI/CD, and managing multiple environments.

Preferred Qualifications:

  • Previous exposure to developing agentic AI systems or similar autonomous AI solutions is advantageous.
  • Prior work experience in e-commerce or technology industries is preferred.

Why Join Us:

  • Contribute to shaping the future within a leading blockchain ecosystem.
  • Collaborate with top-tier talent in a global organization that values a user-centric approach and boasts a flat structure.
  • Engage in challenging projects with flexibility and autonomy in an innovative setting.
  • Enjoy a results-oriented workplace that offers career growth opportunities and continuous learning.
  • Competitive salary and comprehensive company benefits package.
  • Remote work arrangements are possible (subject to business team requirements).

We are committed to fostering diversity and maintaining an equal opportunity work environment. By applying for this position, you acknowledge that you have reviewed and agree to our Candidate Privacy Notice.

Skills Required
Avatar
Binance
Website
Not specified
Company size
Not specified
Location
United States
Description
Not specified
Status

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