Senior Staff Machine Learning Engineer

8+ years working experience in the engineering teams that build large-scale ML-driven user-facing products
Experience with state of the art ML modeling techniques and approaches like transformers, self supervised pre-training, generative modeling, LLMs, etc.
Hands-on experience training and applying models at scale using deep learning frameworks like PyTorch or Tensorflow
Proficient coding skills in Java, C++ or Python
Masters or PhD in Comp Sci or related fields

Root causes the major defects that are present in Coupang searchers’ experience.
Propose solutions which address these defects and leverage the state-of-the-art technologies, including ML, DL and LLM.
Drive end-to-end ML methods that have a high degree of ambiguity, scale and complexity
Build machine learning models, perform proof-of-concept, experiment, optimize and deploy your models into production.
Establish scalable, efficient, automated processes for data analysis, machine-learning model development, model validation and serving.
Run A/B experiments, gather data, and perform statistical analysis to develop insights that drive product requirements.
Present results and explain methods to the leadership.
Mentor junior engineers on the team and partner teams and help to uplevel ML talent across the company.
Be a thought leader and able to gain consensus in the organization when needed.

Love to explore new territory of technology and go deep on domain knowledge.
Ability to think outside-the-box and challenge conventional wisdoms.
Extensive knowledge in deep learning and computer vision techniques.
A passion to explore, improve, automate and optimize distributed systems and tools.
PhD in Computer Science or related Engineering majors
Bonus points for experience at ecommerce or social network or search companies
Bonus points for large language models, generative AI experience.