Data Science Leader

4 days ago


Hong Kong Island, Hong Kong SAR China Intellectsoft Full time
Job Description
We are seeking an experienced Data Scientist to join our team. As a key member of our data science team, you will be responsible for designing and developing data-driven solutions to help our clients achieve their business objectives. Your expertise in machine learning, statistical modeling, and data analysis will enable us to deliver innovative solutions that meet our clients' needs.

Qualifications
  • 7+ years of experience in data science, machine learning, and statistical modeling.
  • Strong programming skills in Python, SQL, and Spark.
  • Hands-on experience with MLflow, PyTorch, Spark MLlib, and FastAPI for model development and deployment.
  • Understanding of distributed computing and big data processing using Apache Spark and ClickHouse.
  • Proficiency in feature engineering, data preprocessing, and model tuning for large-scale datasets.
  • Experience in building and deploying ML models in production environments using TorchServe, FastAPI, or similar frameworks.
  • Knowledge of deep learning architectures (CNNs, RNNs, transformers) and their practical applications.
  • Strong grasp of MLOps best practices, including CI/CD for ML models, model monitoring, and retraining pipelines.
  • Understanding of real-time analytics and event-driven architectures for processing streaming data.
  • Experience working with SQL and NoSQL databases such as PostgreSQL, ClickHouse, and Delta Lake.
  • Strong ability to collaborate with data engineers, architects, and business analysts to ensure ML models align with business objectives.
  • Knowledge of A/B testing methodologies and causal inference techniques for evaluating model effectiveness.
  • Familiarity with cloud services (AWS, GCP, or Azure) for scalable model training and deployment.


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