Senior Staff/Staff Machine Learning Engineer
Coupang
7 months ago
Beijing, China
Staff+
H1B Sponsor
Responsibilities
- Work on GenAI and self-learning systems for complex eCommerce scenarios.
- Develop statistical models for predictive and compound AI models.
- Train foundational models to support learning systems.
- Define processes and experiments for end-to-end foundation models.
- Build end-to-end AI pipelines for foundational models.
- Mentor team members on data lakes, normalization, and statistical models.
- Ensure model training is security and compliance aware.
- Collaborate with cross-team members to align foundational models with AI strategy.
Requirements
- 10+ years of experience in software engineering and AI/ML engineering.
- 4+ years of experience in data science and building large-scale foundational models.
- Expertise in large language model fine-tuning and deployment.
- Deep understanding of AI/ML/deep learning and statistical model architecture.
- Strong statistical background in defining metrics and result analysis.
- Significant experience in SQL, Python, PySpark, Scala, and R.
- Proficiency in PyTorch/TensorFlow, Spark, and BigQuery.
- Experience in creating complex data visualization tools and techniques.
- Experience in dimension reduction in big data.
- Proficient in cloud analytical stacks including lakes, warehouses, and ETL pipelines.
- Experience with inference platforms in AWS, Azure, and open-source platforms.
- Result-oriented with a customer obsession and flexibility.
- Strong written and verbal communication skills.
- Passion for large language models, NLP, and machine learning at scale.
Tech Stack
Apache SparkAWSAzureGoogle BigQueryPythonPyTorchRScalaSQLTensorFlow
Categories
AI & MLData Science