Gate.com

Gate.com

Gate.com offers premium Managed WordPress hosting with top-notch security, management tools, and 24/7 support for small and medium-sized businesses, ensuring an enterprise-grade experience at an affordable price.

IT Services
51-250
Founded 1996

Description

  • Architect and optimize the machine learning platform to improve algorithm engineering and enable efficient model training, deployment, and monitoring.
  • Research, develop, and optimize core algorithms including recommendation systems, user profiling, quantitative trading, and risk models.
  • Design and optimize data feature engineering and data pipelines to improve model performance and ensure efficient, stable data processing.
  • Integrate A/B testing and experimentation to validate algorithm changes and drive business revenue and product improvements.
  • Manage the full model lifecycle in production, ensuring stability, interpretability, and continuous optimization of models.
  • Lead, mentor, and guide the algorithms/ML team to implement machine learning best practices and raise technical capability.
  • Collaborate closely with product, data, and operations teams to identify business pain points and deliver intelligent, data-driven solutions.
  • Drive development and optimization of online inference systems, including model optimization, compression, and inference acceleration.

Requirements

  • Bachelor’s degree or higher in Computer Science, Statistics, Mathematics, Artificial Intelligence or related field.
  • 5+ years of machine learning-related experience and 2+ years of team management experience.
  • Strong knowledge of machine learning and deep learning algorithms, with familiarity in recommender systems, reinforcement learning, NLP, and graph neural networks.
  • Proficiency in Python, Golang or Java, and familiarity with frameworks such as TensorFlow, PyTorch, XGBoost, and LightGBM.
  • Experience with large-scale data processing and big data technologies such as Hadoop, Spark, Flink, and ClickHouse.
  • Experience building online inference systems and techniques for model optimization, compression, and inference acceleration.
  • Practical experience with A/B testing and data-driven algorithm optimization.
  • Strong team and project management skills and excellent communication to drive cross-functional collaboration.
  • Preferred: experience applying ML to cryptocurrency trading, payments, deposits/withdrawals, or quantitative trading products.
  • Preferred: MLOps experience (automated training, model monitoring, deployment optimization) and experience in risk control, anti-fraud, user growth, or precision marketing ML projects.

Benefits

  • Full-time remote role (Remote-apply) with an APAC-focused R&D position.
  • Opportunity to work at a leading global cryptocurrency exchange with large user scale and global impact.
  • Collaborate with industry-leading technical peers and join a high-performance product R&D team.
  • Significant career growth potential and broad scope for technical ownership and innovation.

Interested in this position?

Apply directly on the company website

Apply Now

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